Algebird is Twitter’s Apache‑licensed Scala library providing abstract algebra data structures and algorithms, especially for online/streaming aggregation. It includes Monoid, Approximate, HyperLogLog, CMS, BloomFilter, Min/Max, Averaged Value types, supporting efficient distributed aggregation and approximate analytics.
Features
- Algebraic abstractions: Monoids, Semigroups, Rings, Groups
- Approximate sketches: HyperLogLog, Count-Min Sketch, Bloom Filter
- Min[T], Max[T], First[T], Aggregator combinators for streaming stats
- Designed for scalable analytics with minimal memory footprint
- Seamless integration with Scalding or Apache Storm pipelines
- Well-tested, type-safe Scala API for distributed systems
Project Samples
Categories
LibrariesLicense
Apache License V2.0Follow Algebird
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