Skip to main content

An xarray extension for map plotting

Project description

Binder Build Status

xarray-leaflet: an xarray extension for tiled map plotting

xarray and Leaflet share this ability to work with fragments of data, xarray through Dask's chunks, and Leaflet through map tiles. In the end this is really the same concept, so it was a natural thing to make them work together.

Fortunately xarray is written in Python, and we happen to have a great Python binding for Leaflet, ipyleaflet.

xarray-leaflet uses ipyleaflet as a plotting backend for data arrays. It generates map tiles on the fly, possibly using Dask's lazy evaluation system and Zarr's chunked data storage, and serves them through the Jupyter server, allowing for big data visualization.

See the example notebooks:

How does it compare to other visualization libraries?

xarray-leaflet doesn't try to reinvent the wheel. It stands on the shoulders of giants: xarray, Jupyter widgets, Leaflet. By combining this software stack, it opens up new possibilities while being a relatively small library.


Using conda:

conda install -c conda-forge xarray_leaflet

Using pip:

pip install xarray_leaflet

Using xarray-leaflet with Voila

To work with xarray-leaflet, Voila has to be launched with the following command:

jupyter server --ServerApp.open_browser=True --ServerApp.default_url="voila/render/path_to_notebook.ipynb"

Project details

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

xarray_leaflet-0.2.3.tar.gz (352.8 kB view hashes)

Uploaded source

Built Distribution

xarray_leaflet-0.2.3-py3-none-any.whl (9.6 kB view hashes)

Uploaded py3

Supported by

AWS AWS Cloud computing Datadog Datadog Monitoring Fastly Fastly CDN Google Google Object Storage and Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page