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.rs
Dataframes powered by a multithreaded, vectorized query engine, written in Rust.
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...
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...
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...
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.
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...
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The `compute_address=` keyword is superseded by `uri=`.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...