pyo3-polars
geopolars
pyo3-polars | geopolars | |
---|---|---|
3 | 3 | |
201 | 493 | |
7.0% | 7.5% | |
7.3 | 6.3 | |
about 1 month ago | 4 months ago | |
Rust | Rust | |
MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
pyo3-polars
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Introducing polars expression plugins for python
See the full examples here: https://github.com/pola-rs/pyo3-polars/tree/main/example/derive_expression
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Polars query engine 0.29.0 released
Something like this? https://github.com/pola-rs/pyo3-polars
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Easiest way to get a pandas dataframe from python to rust?
If you use polars, you can go between rust and python for free within the same process. I have made pyo3 extensions to make this easier: https://github.com/pola-rs/pyo3-polars
geopolars
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Polars DataFrame library 0.24.0 is released.
There is already a geopolars initiative: https://github.com/geopolars/geopolars
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Rust 1.63.0
Oh, that’s really cool. Rust noob here, and I hadn't seen the tooling for building Python bindings. That looks like it could be a very powerful way to speed up your Python programs (much easier than the “just replace the slow bits in C” advice that was standard.)
The mappings in https://github.com/kylebarron/geopolars/blob/master/py-geopo... for example look very easy to follow.
What are some alternatives?
ZenithTA - A high performance python technical analysis library written in Rust and the Numpy C API.
dply-rs - A dataframe manipulation tool for parquet, csv, and json data.
delta-rs - A native Rust library for Delta Lake, with bindings into Python
parquet-wasm - Rust-based WebAssembly bindings to read and write Apache Parquet data
polars - Dataframes powered by a multithreaded, vectorized query engine, written in Rust
transmitic - Encrypted, peer to peer, file transfer program :: https://discord.gg/tRT3J6T :: https://www.reddit.com/r/transmitic/ :: https://twitter.com/transmitic
zero-to-production - Code for "Zero To Production In Rust", a book on API development using Rust.
datasette-stripe - A web SQL interface to your Stripe account using Datasette.
tokio-scoped - Scoped Runtime for tokio
Robyn - Robyn is a Super Fast Async Python Web Framework with a Rust runtime.
enarx - Enarx: Confidential Computing with WebAssembly
pyttfwrap - Preview how plain text would wrap were it rendered with a given ttf font for a given line width