plotly.rs
plotters
| plotly.rs | plotters | |
|---|---|---|
| 7 | 14 | |
| 970 | 3,561 | |
| 3.3% | 3.2% | |
| 4.7 | 7.5 | |
| 7 days ago | 8 days ago | |
| Rust | Rust | |
| GNU General Public License v3.0 or later | MIT License |
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plotly.rs
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Lets-Plot: An open-source plotting library by JetBrains
That's odd. Are you sure this is not related to Jupyter? I use plotly.js via a Rust wrapper (https://github.com/igiagkiozis/plotly) and the performance seems ok when generating a static, interactive html. The wrapper language itself should be irrelevant here. Is it the same if you generate a static html-file?
While I can't speak for millions of data points, generating a gyroscope plot with x, y, z, where each gyro axis is 400k+ samples is fine performance wise. This is generating a static, interactive html. Zooming etc is fine on my M1 MacbookPro 13" - delay when zooming in this specific case is maybe 0.5secs. The html-file is 60mb+.
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What dashboard UI tools does the Rust ecosystem have?
There is a port of plotly to Rust (https://github.com/igiagkiozis/plotly). I used to make plots in Python using the python bindings and pandas, but never used the Rust bindings. I imagine it could be very powerful when integrated with polars.
- Plotting library for lots of points
- What's are good plotting libraries?
- Plotly-rs v0.8.1 released - create advanced and interactive charts with Rust. Supports Wasm.
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Data visualization in rust
Check out https://github.com/igiagkiozis/plotly
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Blog Post: Builder Lite
We use this pattern extensively in plotly.rs, e.g.: here, with good success.
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?
What are some alternatives?
rustymind - A driver, parser and real time plotter for NeuroSky MindWave EEG headset
iced - A cross-platform GUI library for Rust, inspired by Elm
graphest - A faithful graphing calculator
yew - Rust / Wasm framework for creating reliable and efficient web applications
SciencePlots - Matplotlib styles for scientific plotting
crates.io - The Rust package registry
lowcharts - Tool to draw low-resolution graphs in terminal
cross - “Zero setup” cross compilation and “cross testing” of Rust crates
Plotly.jl - A Julia interface to the plot.ly plotting library and cloud services
rustbreak - A simple, fast and easy to use self-contained single file storage for Rust
datashader - Quickly and accurately render even the largest data.
polars - Dataframes powered by a multithreaded, vectorized query engine, written in Rust