Lumina
polars
Our great sponsors
| Lumina | polars | |
|---|---|---|
| 1 | 144 | |
| 80 | 26,043 | |
| - | 6.1% | |
| 7.1 | 10.0 | |
| 8 days ago | 6 days ago | |
| C# | Rust | |
| Do What The F*ck You Want To Public 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.
Lumina
-
What libraries do you miss from other languages?
Been wanting to make a rust port of either that, or Lumina but never really had the time to...
polars
-
Why Python's Integer Division Floors (2010)
This is because 0.1 is in actuality the floating point value value 0.1000000000000000055511151231257827021181583404541015625, and thus 1 divided by it is ever so slightly smaller than 10. Nevertheless, fpround(1 / fpround(1 / 10)) = 10 exactly.
I found out about this recently because in Polars I defined a // b for floats to be (a / b).floor(), which does return 10 for this computation. Since Python's correctly-rounded division is rather expensive, I chose to stick to this (more context: https://github.com/pola-rs/polars/issues/14596#issuecomment-...).
-
Polars
https://github.com/pola-rs/polars/releases/tag/py-0.19.0
-
Stuff I Learned during Hanukkah of Data 2023
That turned out to be related to pola-rs/polars#11912, and this linked comment provided a deceptively simple solution - use PARSE_DECLTYPES when creating the connection:
- Polars 0.20 Released
- Segunda linguagem
- Polars: Dataframes powered by a multithreaded query engine, written in Rust
- Summing columns in remote Parquet files using DuckDB
- Polars 0.34 is released. (A query engine focussing on DataFrame front ends)
What are some alternatives?
ffxiv_act_dfassist - Duty Finder Assist Plugin for ACT, Based on https://github.com/devunt/DFAssist
vaex - Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀
ceres-solver - A large scale non-linear optimization library
modin - Modin: Scale your Pandas workflows by changing a single line of code
thirtyfour - Selenium WebDriver client for Rust, for automated testing of websites
datafusion - Apache DataFusion SQL Query Engine
not-yet-awesome-embedded-rust - A collection of items that are not yet awesome in Embedded Rust
DataFrames.jl - In-memory tabular data in Julia
aws-sdk-rust - AWS SDK for the Rust Programming Language
datatable - A Python package for manipulating 2-dimensional tabular data structures
copperspice - Set of cross platform C++ libraries (Core, Gui, Network, Multimedia, SQL, Vulkan, etc)
Apache Arrow - Apache Arrow is a multi-language toolbox for accelerated data interchange and in-memory processing