pola-rs/polars
- Total stars
- 39,911
- Today
- +3
Save to My finds to follow releases and star growth. Saved in this browser.
About the project
Polars is an analytical query engine for DataFrames written in Rust, with bindings for Python, Node.js, R, and SQL. It offers fast queries with lazy execution, out-of-the-box optimization, and streaming processing for datasets larger than RAM.
Useful for
- Run order aggregation by customer from a parquet file using a lazy query
- Process 250GB of data on a laptop via streaming collect mode
- Speed up existing pandas pipelines by rewriting them with Polars expressions
README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →
Star growth looks organic. Data as of October 2, 2026, 10:18 UTC.
The star-growth assessment does not verify whether the project is safe to run.
Stars per day
Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.
Why it’s trending
- 3 stars so far today, about 8 expected by the end of the day.
- Recent forks include notable developers: @fornwall (2,490 followers).
Measured growth: the last 7 completed days
The full 7-day window is unavailable; no weekly total or comparison is calculated.
Daily measurements · UTC
- October 27, 2026
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- October 28, 2026
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- October 29, 2026
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- October 30, 2026
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- October 31, 2026
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- November 1, 2026
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- November 2, 2026
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Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 2, 2026, 10:18 UTC. Sources and measurement limits →
Three GitHub discoveries in each edition
What they do, why they are gaining interest, and what to check before using them.
Editions at 10:00, 16:00, 22:00 MSK.
Numbers
- Total stars
- 39,911
- Today
- +3 stars on 2026-10-02 (UTC), ≈ 8 by evening
- Forks
- 3,147
- Issues and pull requests
- 29,592
- Watchers
- 222
- Language
- Rust
- License
- MIT
- Latest release
- py-2.0.0-rc.2 · September 20, 2026
- Created
- May 13, 2020
- Last push
- October 2, 2026
Star trust
Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.
These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.
Spotted in
- September 22, 2026GitHub Trending Rust today: #6, +14 stars
- September 21, 2026GitHub Trending Rust today: #6, +13 stars
- September 20, 2026GitHub Trending Rust today: #11, +12 stars
- September 19, 2026GitHub Trending Rust today: #11, +12 stars
README badge
Paste it into your README — the badge shows the current magnitude and links to this page.
[](https://gitnova.dev/en/r/pola-rs/polars)