benchmarking with Ibis
Project description
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
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
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