plotters
polars
| plotters | polars | |
|---|---|---|
| 14 | 144 | |
| 3,532 | 26,378 | |
| 2.4% | 3.4% | |
| 7.5 | 10.0 | |
| 9 days ago | about 22 hours ago | |
| Rust | Rust | |
| MIT License | GNU General Public License v3.0 or later |
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.
plotters
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Plotting with GTK4
plotter-rs Cairo backend: Specific backend to interact with a gtk-rs DrawingArea widget.
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Looking for any crates to help me migrate my current workflow to Rust.
I would also look at plotters https://github.com/plotters-rs/plotters to replace mathplotlib. Unfortunately, I'm not aware of any library for image transformations/augmentations.
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Iced, a cross-platform GUI library — New release featuring stabilization of stateless widgets, first-class theming, widget operations, lazy widget, and more!
Have you looked into plotters https://github.com/plotters-rs/plotters ? I think it should be possible to integrate it into an app.
- By the way, plotters has an ab_glyph feature now
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[Media] Quantum wave packet simulations (second day learning Rust)
About plots, besides plotly, take a look at https://github.com/plotters-rs/plotters and https://github.com/milliams/plotlib
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2D library with decent text rendering / measuring support
I'd recommend plotters, I've only used it for it's drawing api and I found it quite nice for text rendering.
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Data visualization in rust
- https://github.com/plotters-rs/plotters
- Simple plotting/graphing crate suggestions
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Discussion: Integrating polars and plotters
For those who do not know about them, polars is a data frame crate for Rust and Python. It is also the fastest data frame library, according to benchmarks. Plotters is a crate for data visualisation. Both are the equivalents of pandas and matplotlib from the Python ecosystem. However, the integration with matplotlib in pandas has no equivalent. I would like to propose an effort to integrate polars with plotters, either by modifying the existing codebases, or creating a new bridge crate. I would love to hear opinions about this from the widder community.
- What libraries do you miss from other languages?
polars
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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-...).
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Polars
https://github.com/pola-rs/polars/releases/tag/py-0.19.0
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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?
iced - A cross-platform GUI library for Rust, inspired by Elm
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 🚀
yew - Rust / Wasm framework for creating reliable and efficient web applications
modin - Modin: Scale your Pandas workflows by changing a single line of code
crates.io - The Rust package registry
datafusion - Apache DataFusion SQL Query Engine
cross - “Zero setup” cross compilation and “cross testing” of Rust crates
DataFrames.jl - In-memory tabular data in Julia
rustbreak - A simple, fast and easy to use self-contained single file storage for Rust
datatable - A Python package for manipulating 2-dimensional tabular data structures
Rocket - A web framework for Rust.
Apache Arrow - Apache Arrow is a multi-language toolbox for accelerated data interchange and in-memory processing