Pipe
datashader
| Pipe | datashader | |
|---|---|---|
| 6 | 1 | |
| 1,854 | 3,205 | |
| - | 0.5% | |
| 5.6 | 7.9 | |
| 26 days ago | 13 days ago | |
| Python | Python | |
| MIT License | BSD 3-clause "New" or "Revised" 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.
Pipe
- Pipe: A Python library to use infix notation in Python
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Lets-Plot: An open-source plotting library by JetBrains
The Apache Beam SDK for Python is another example. It has its own pipe expressions (|, >>, |>, etc.).
[1] https://github.com/JulienPalard/Pipe
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Are we looking at the same python?
For example, you can't do something like array.map(). You have to do map(array), which is really unergonomic in many cases. That's why there are things like Pipe for Python, or pipe-like operators in other languages.
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This Week in Python
Pipe – A Python library to use infix notation in Python
- A Python library to use infix notation in Python
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Easy, readable data processing in functional manner using pypely
Yes it works with MPP engines as the package is not used for orchestration purposes. It is meant to encourage a coding paradigm: functional programming. The benefit of the package is that it provides functions that make it easy to apply functional programming to data processing tasks. Similar projects with a different focus are: fluentpy and Pipe
datashader
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Lets-Plot: An open-source plotting library by JetBrains
If you use Julia, Makie crushes this use case and comes with great Python interop.
https://github.com/holoviz/datashader is a good one in the Python ecosystem.
What are some alternatives?
fluent - Python wrapper for stdlib (and other) objects to give them a fluent interface.
plotly.rs - Plotly for Rust
PyQtGraph - Fast data visualization and GUI tools for scientific / engineering applications
DeepFaceLive - Real-time face swap for PC streaming or video calls
pygg - ggplot2 syntax in python. Actually wrapper around Wickham's ggplot2 in R
pyrasterize - A software 3d rasterizer for pygame (no other dependencies, e.g. numpy)
candygraph - Fast by default, flexible 2D plotting library.
implot - Immediate Mode Plotting
BookmarkletGen - PHP class to generate bookmarklets from Javascript code
SciencePlots - Matplotlib styles for scientific plotting