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Serverside scaling for Vega and Altair visualizations
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vega/vegafusion
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VegaFusion provides Rust, Python, and JavaScript libraries for analyzing and scalingVega visualizations. The goal is to provide low-level building blocks that higher level Vega systems (such asVega-Altair in Python) can integrate with.
Note
If you've arrived here looking for information on how to scale Vega-Altair visualizations to support larger datasets,see the Vega-Altair documentation on the"vegafusion"
data transformer.
The VegaFusion Python package can be installed into a Python environment using pip
pip install vegafusion
or conda
conda install -c conda-forge vegafusion
SeeDocumentation andExamples.
VegaFusion development requires:
# Clone the repositorygit clone https://github.com/vega/vegafusion.gitcd vegafusion# Install Pixi (if not already installed)curl -fsSL https://pixi.sh/install.sh| bash# Install Rust (if not already installed)curl --proto'=https' --tlsv1.2 -sSf https://sh.rustup.rs| sh# Run any pixi task (this will automatically install dependencies)pixi run test-rs
SeeCLAUDE.md for detailed development instructions.
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Serverside scaling for Vega and Altair visualizations
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