Python library for fast, interactive geospatial vector data visualization in Jupyter.
Project description
Lonboard
A Python library for fast, interactive geospatial vector data visualization in Jupyter.
Building on cutting-edge technologies like GeoArrow and GeoParquet in conjunction with GPU-based map rendering, Lonboard aims to enable visualizing large geospatial datasets interactively through a simple interface.
3 million points rendered from a GeoPandas GeoDataFrame in JupyterLab. Example notebook.
Install
To install Lonboard using pip:
pip install lonboard
Lonboard is on conda-forge and can be installed using conda, mamba, or pixi. To install Lonboard using conda:
conda install -c conda-forge lonboard
To install from source, refer to the developer documentation.
Get Started
For the simplest rendering, pass geospatial data into the top-level viz function.
import geopandas as gpd
from lonboard import viz
gdf = gpd.GeoDataFrame(...)
viz(gdf)
Under the hood, this delegates to a ScatterplotLayer, PathLayer, or SolidPolygonLayer. Refer to the documentation and examples for more control over rendering.
Documentation
Refer to the documentation at developmentseed.org/lonboard.
Why the name?
This is a new binding to the deck.gl geospatial data visualization library. A "deck" is the part of a skateboard you ride on. What's a fast, geospatial skateboard? A lonboard.
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
File details
Details for the file lonboard-0.7.0.tar.gz.
File metadata
- Download URL: lonboard-0.7.0.tar.gz
- Upload date:
- Size: 647.8 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.0.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 432f8d1106bdc959dabb3a8d9163a225f8b0d73e9de4287ae315e0cde17f3504 |
|
| MD5 | 1f8c8bb8b09a2bc3010be8986c4228e9 |
|
| BLAKE2b-256 | 635459d4661a8f50249b45f42ef98f6b840e810206b069bdfa4183023ce2da80 |
File details
Details for the file lonboard-0.7.0-py3-none-any.whl.
File metadata
- Download URL: lonboard-0.7.0-py3-none-any.whl
- Upload date:
- Size: 660.2 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.0.0 CPython/3.12.2
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | eff040a5309615398c26a468db83fd7deec43f7420c70ebdef2e484022eb0487 |
|
| MD5 | e6fd22a9e989c3cece2b6649db5f00fd |
|
| BLAKE2b-256 | 0c0e020df2e610154a7b95fb5c9fe01b83bbab9948c86a81ef1f2d32e32fbaf3 |
