|
| 1 | +# Roadmap |
| 2 | + |
| 3 | +## Feast 0.5 |
| 4 | + |
| 5 | +#### New functionality |
| 6 | + |
| 7 | +1. Streaming statistics and validation \(M1 from [Feature Validation RFC](https://docs.google.com/document/d/1TPmd7r4mniL9Y-V_glZaWNo5LMXLshEAUpYsohojZ-8/edit)\) |
| 8 | +2. Batch statistics and validation \(M2 from [Feature Validation RFC](https://docs.google.com/document/d/1TPmd7r4mniL9Y-V_glZaWNo5LMXLshEAUpYsohojZ-8/edit)\) |
| 9 | +3. Add support for metadata about missing feature values \([\#278](https://github.com/gojek/feast/issues/278), [Missing Features Metadata RFC](https://docs.google.com/document/d/1VQngwBcx-yWgGpAbsFVdth9GnjL8q-ZgUNBGv57R0Fk/edit#)\) |
| 10 | +4. User authentication & authorization \([\#504](https://github.com/gojek/feast/issues/504)\) |
| 11 | +5. Add feature or feature set descriptions \([\#463](https://github.com/gojek/feast/issues/463)\) |
| 12 | +6. Redis Cluster Support \([\#478](https://github.com/gojek/feast/issues/478)\) |
| 13 | + |
| 14 | +#### Technical debt, refactoring, or housekeeping |
| 15 | + |
| 16 | +1. Remove feature set versions from API for retrieval only \([\#462](https://github.com/gojek/feast/issues/462)\) |
| 17 | +2. Tracking of batch ingestion by with dataset\_id/job\_id \([\#461](https://github.com/gojek/feast/issues/461)\) |
| 18 | + |
| 19 | +## Feast 0.6 |
| 20 | + |
| 21 | +#### New functionality |
| 22 | + |
| 23 | +1. Extended discovery API/SDK \(needs to be scoped |
| 24 | + 1. Resource listing |
| 25 | + 2. Schemas, statistics, metrics |
| 26 | + 3. Entities as a higher-level concept \([\#405](https://github.com/gojek/feast/issues/405)\) |
| 27 | + 4. Add support for discovery based on annotations/labels/tags for easier filtering and discovery |
| 28 | +2. Add support for default values \(needs to be scoped\) |
| 29 | +3. Add support for audit logs \(needs to be scoped\) |
| 30 | +4. Support for an open source warehouse store or connector \(needs to be scoped\) |
| 31 | + |
| 32 | +#### Technical debt, refactoring, or housekeeping |
| 33 | + |
| 34 | +1. Move all non-registry functionality out of Feast Core and make it optional \(needs to be scoped\) |
| 35 | + 1. Allow Feast serving to use its own local feature sets \(files\) |
| 36 | + 2. Move job management to Feast serving |
| 37 | + 3. Move stream management \(topic generation\) out of Feast core |
| 38 | +2. Remove feature set versions from Feast \(not just retrieval API\) \(needs to be scoped\) |
| 39 | + 1. Allow for auto-migration of data in Feast |
| 40 | + 2. Implement interface for adding a managed data store |
| 41 | +3. Multi-store support for serving \(batch and online\) \(needs to be scoped\) |
| 42 | + |
| 43 | + |
| 44 | + |
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