ibis-bench

Benchmarking with Ibis.

Overview

Ibis is an interface, not an engine. There's no such thing as a zero-cost abstraction with no overhead, but Ibis is designed to add as little as possible to your workloads. This repository is used to:

• benchmark various engines via the same interface
• roughly assess the overhead of using Ibis (by comparing with native queries)

with a focus on the former and, currently, single-node OLAP engines.

Getting started

Install the package and CLI.

Developer setup

Install gh and just, then:

gh repo clone lostmygithubaccount/ibis-bench
cd ibis-bench
just setup
. .venv/bin/activate

Pip install

Run:

pip install --upgrade ibis-bench

Usage

Use the CLI to run benchmarks.

bench