Fennel
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About
Fennel is a next-generation data pipeline tool that helps you author, compute, store, serve, monitor & govern both realtime and batch ML pipelines. It features incremental declarative pipelines, automatic backfills, fully-managed infrastructure, and a feature repository for reuse. Fennel provides best-in-class data quality tooling, enterprise-grade performance, hassle-free scaling, and read & write path separation. It integrates with data sources via built-in connectors, allows data derivation via streaming pipelines, and supports feature definition and querying via REST API.
Platform
Task
Features
• immutability & versioning
• strong typing
• feature repository for reuse
• fully-managed infrastructure
• automatic backfills
• incremental declarative pipelines
• unit testing for batch & realtime pipelines prevention of runtime errors via compile time validation data expectation online / offline skew enterprise-grade performance hassle-free scaling sc
• realtime and batch ml pipelines
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