countminsketch
Algebird
countminsketch | Algebird | |
---|---|---|
1 | 2 | |
30 | 2,285 | |
- | 0.0% | |
10.0 | 7.3 | |
almost 8 years ago | 10 days ago | |
Go | Scala | |
MIT License | Apache License 2.0 |
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countminsketch
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What do you use when you have to store high cardinality metrics?
https://github.com/shenwei356/countminsketch (for golang)
Algebird
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What do you use when you have to store high cardinality metrics?
https://github.com/twitter/algebird (production ready, used at Twitter, but for the JVM)
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Symbolics.jl: A Modern Computer Algebra System for a Modern Language
Hey, I have... I'm a co-author of Algebird[0], which has many ideas that I'd pull over.
I'm hoping to introduce Clojure's "spec" or "schema" libraries so that the types at play can at least be inspectable inside the system. In a fully typed language, I'd implement the extensible generics as typeclasses.
I suspect it would make it quite a bit tougher (at least in the approach I'm imagining) for folks to write new generic functions, due to many type constructors...
On the other hand, the complexity is there, even if you don't write it down!
It would be a big project, and a worthy effort, to write down types for everything in SICM.
[0] https://github.com/twitter/algebird
What are some alternatives?
promscale - [DEPRECATED] Promscale is a unified metric and trace observability backend for Prometheus, Jaeger and OpenTelemetry built on PostgreSQL and TimescaleDB.
Breeze - Breeze is a numerical processing library for Scala.
postgresql-topn - TopN is an open source PostgreSQL extension that returns the top values in a database according to some criteria
Zeppelin - Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.
Saddle
Spire - Powerful new number types and numeric abstractions for Scala.
ND4S - ND4S: N-Dimensional Arrays for Scala. Scientific Computing a la Numpy. Based on ND4J.
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
Numsca - numsca is numpy for scala
Figaro - Figaro Programming Language and Core Libraries
Tyche - Statistics utilities for the JVM - in Scala!
Smile - Statistical Machine Intelligence & Learning Engine