The list below contains the functionality that contributors are planning to develop for Feast.
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We welcome contribution to all items in the roadmap!
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Have questions about the roadmap? Go to the Slack channel to ask on #feast-development.
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Data Sources
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Offline Stores
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Online Stores
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Feature Engineering
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Streaming
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Deployments
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Feature Serving
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Data Quality Management (See RFC)
- Data profiling and validation (Great Expectations)
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Feature Discovery and Governance
- Python SDK for browsing feature registry
- CLI for browsing feature registry
- Model-centric feature tracking (feature services)
- Amundsen integration (see Feast extractor)
- DataHub integration (see DataHub Feast docs)
- Feast Web UI (Beta release. See docs)