nowfound

Dev tools · March 30, 2023

Kaskada – modern, open-source event processing

We recently open-sourced Kaskada – an event-processing engine built on Rust and Apache Arrow. It features a high-level, declarative query language designed specifically for reasoning about events in bulk and in real time. Unlike SQL, an aggregation over events produces a timeline indicating the value at each point in time over the events that have occurred up to that point in time. The query language provides composable, expression oriented syntax, including the ability to nest aggregations. Due to the focus on events and temporal queries, it provides capabilities to shift events forward…

Kaskada – modern, open-source event processing launched on March 30, 2023 with 28 votes, #1,705 of 5,007 launches that month and more than 75% of that year's launches. The site was still online in September 2026, 3 years on.

In plain words

Kaskada is an open-source event-processing engine built with Rust and Apache Arrow. It provides a declarative query language designed for analyzing events in both bulk and real-time contexts. Unlike SQL, aggregations produce timelines showing values at each point in time as events occur. The language supports composable syntax with nested aggregations, event shifting, time-based ticks, and temporal joins. It's built for developers who need to reason about event streams with precise temporal semantics.

written from the facts on this page · September 2026

From the sources

Modern, open-source event-processing. Contribute to datastax-archive/kaskada development by creating an account on GitHub.

In the maker’s words, at launch

We recently open-sourced Kaskada – an event-processing engine built on Rust and Apache Arrow. It features a high-level, declarative query language designed specifically for reasoning about events in bulk and in real time. Unlike SQL, an aggregation over events produces a timeline indicating the value at each point in…

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