plotly.rs
PyQtGraph
plotly.rs | PyQtGraph | |
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7 | 25 | |
970 | 3,701 | |
3.3% | 1.6% | |
4.7 | 9.3 | |
6 days ago | 5 days ago | |
Rust | Python | |
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.
PyQtGraph
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Mastering Matplotlib: A Step-by-Step Tutorial for Beginners
PyQtGraph - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.
- Lets-Plot: An open-source plotting library by JetBrains
- Is 62.5Hz too frequent of a measurement to display live data?
- Does anyone know how i can implement a custom ruler for an image that is on a QGraphicsView Scene. And when i zoom the image, the ruler measurements also automatically get updated. Has anyone implemented something similar that could be shared with me?
- Searching for a not laggy way to plot
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Use cases for PySide
Image, 3D, or data visualization applications using OpenCV and the SciPy ecosystem. The Graphics View Framework can display an image and let the user interact with it, and the Python ecosystem is very rich for image processing, data analysis, and visualization. For example, LabelMe for image labeling, PyQtGraph for scientific graphics, or custom QWidget integration in Maya.
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Help: RecursionError: maximum recursion depth exceeded
I don't think that's related to your error though - from the backtrace, it looks like the plotWidget has plotItem attribute that's somehow been assiged to itself (or maybe some other PlotWidget) , so is just endlessly recursing as it tries to proxy the same attribute lookup (presumably 'clear') to itself. Looking at the source, the plotitem is either created as a new PlotItem() object if not provided, or passed in to the constructor, so I'd check how this gets initialised - eg. does this get set as a property in your .ui file? Are you setting it to the widget itself somehow?
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Microcontroller real time UART interface with PC data plotting (python code not working)
I did something like this recently but I used pyqtgraph: https://www.pyqtgraph.org/
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Stackoverflow Survey 2022 Results
Ah, I agree, Matplotlib is for publication, so slow and pretty. For fast, I use pyqtgraph, which can do that 10 million point plot interaction. And since it's QT, it integrates seamlessly into QT applications.
- Unpopular opinion: Matplotlib is a bad library
What are some alternatives?
rustymind - A driver, parser and real time plotter for NeuroSky MindWave EEG headset
matplotlib - matplotlib: plotting with Python
graphest - A faithful graphing calculator
plotly - The interactive graphing library for Python :sparkles: This project now includes Plotly Express!
SciencePlots - Matplotlib styles for scientific plotting
VisPy - Main repository for Vispy
lowcharts - Tool to draw low-resolution graphs in terminal
bokeh - Interactive Data Visualization in the browser, from Python
Plotly.jl - A Julia interface to the plot.ly plotting library and cloud services
seaborn - Statistical data visualization in Python
datashader - Quickly and accurately render even the largest data.
Cartopy - Cartopy - a cartographic python library with matplotlib support