Standards Drive
Freedom.

ALL IN ON IBIS

The Standard Dataframe API
for Python

The Ibis project is the new front door for data analytics and machine learning. It fills a critical gap in data analytics. It’s all the plumbing required to connect to different data sources and maintain code.

EMBRACING A FAMILIAR INTERFACE

Enabling Production-Grade Pythonic Analytics with the Flexibility of pandas at Scale

MAINTENANCE WITH EASE

Standardizing Workflows for Manipulating Data

SCALABLE WHERE YOU NEED IT

Go from Code to Dev to Production with Ease

Make Your Codebase Portable

Try Ibis

Your Ibis Code

import ibis
conn = ibis.connect("mydb://...")
t = conn.table('mytable')
(t.filter(t.x > 99)
.group_by('g')
.aggregate(z=t.y.sum())
.sort_by('z')
.execute())

Databases and Query Engines

Ibis makes code
portability
seamless.

One line of code connects to countless backends.


Ibis adoption is
taking off

GitHub Starts

GitHub Stars

2.8k

Commits

Commits

+4,500

Contributors / Maintainers

Contributors / Maintainers

115

Active Projects

Active Projects

406

Ibis in
leading enterprises


Two Sigma Google Microsoft

TESTIMONIALS

What people are saying

@DuckDB 🤝 @IbisData! Like using a DataFrame API, but want 8x the speed of Pandas? Use Ibis with the new DuckDB backend! Now you can use the Ibis API both for querying remote DBs and super fast local analysis. You can always mix and match with SQL too!


@__AlexMonahan__ Twitter

VAST's Sigma frontend is the best example for why we need something like@IbisData 😊 standardized query plan representation) for #infosec. #dataengineering leads the way. ⚙️


@mavam Twitter

Exciting to see the accumulated UX improvements in authoring complex analyses in @IbisData — significant productivity improvements over both SQL and pandas in many places. 👉 Here @cpcloudy analyzes the project’s CI performance data in BigQuery.


@wesmckinn Twitter

Voltron Data offers support for developers and enterprises working with Ibis.

We understand that working with open source tools can sometimes be difficult and challenging. From answering technical issues on GitHub to partnering on developing core system technology, we are here to help as little and as much as you require. Please reach out to hello@voltrondata.com with any questions or needs you may have.