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Polars

@pola.rs

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Dataframes powered by a multithreaded, vectorized query engine, written in Rust.

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@pola.rsOct 6, 2026, 4:05 PM

We just released Polars 2.0.

It removed many of our legacy decisions makes the streaming engine our default and promotes SQL to a first class citizen within Polars.
pola.rs/posts/releas...

@pola.rsSep 21, 2026, 1:28 PM

Polars 2.0.0rc2 has been released.
We expect this to be the last release candidate and that Polars 2.0 will go live next week.

Install now by running `pip install --pre polars`

Link to the full release guide: docs.pola.rs/releases/upg...

@pola.rsSep 17, 2026, 2:13 PM

Profile any Polars query to view its progress and optimize performance with one line change:

pl.Config.enable_monitoring()

Read the full blog: pola.rs/posts/profil...

@pola.rsSep 2, 2026, 1:08 PM

We are happy to announce the first pre-release of Polars 2.0.

Polars 2.0 will bring the streaming engine as a default and improves overall strictness of Polars.

Give it a spin and share your thoughts. We expect the final Polars 2.0 release in 3-4 weeks.

pola.rs/posts/announ...

@pola.rsAug 28, 2026, 3:05 PM

The Polars GPU engine now runs on a new streaming backend, built with NVIDIA on their RapidsMPF library.

• Queries are no longer bound by GPU memory.
• The same query scales from one GPU to many.

Full post: pola.rs/posts/gpu-st...

@pola.rsJul 3, 2026, 11:55 AM

We've released Polars Cloud client 0.9.0.

• Expressions now run distributed
• 17% Faster cloud I/O
• Breaking: `ClusterContext` now uses `uri=`
The `compute_address=` keyword is superseded by `uri=`.

Blog post: pola.rs/posts/polars...
Full changelog: github.com/polars-inc/p...

pola.rsAnnouncing Polars Cloud 0.9.0Polars Cloud 0.9.0 runs expressions distributed, ships large cloud I/O performance gains, a reworked ClusterContext API, a distributed Iceberg sink, and more.
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