A multi-language geocomputation IDE: Python, R, Julia, JS, Rust kernels on GDAL, with Quarto.
197

A multi-language geocomputation IDE: a single Docker image bundling a JupyterHub-ready JupyterLab with kernels for Python, R, Julia, JavaScript and Rust, all backed by a shared GDAL/PROJ/GEOS stack, plus Quarto (knitr engine) for reproducible publishing with cross-language variable sharing.
One image, five languages, one geospatial foundation. Each language ships its own
Jupyter kernel and GDAL-compatible raster/vector libraries, so you can read,
analyse and publish raster and vector data in whichever language fits the task —
and a Quarto document can pass objects between them from R chunks via
reticulate (R ↔ Python) and JuliaCall (R ↔ Julia).
Base — Ubuntu 24.04 with GDAL 3.11.4, GEOS and PROJ (ubuntugis-unstable).
Kernels & geospatial stacks
| Language | Kernel | Raster / vector libraries |
|---|---|---|
| Python 3.12 | IPython | scikit-map[full], rasterio |
| R 4.4 | IRkernel | sf, terra, raster, stars |
| Julia 1.11 | IJulia | ArchGDAL, GeoDataFrames, Rasters |
| JavaScript (Node 22) | ijavascript | gdal-async, geotiff, shpjs |
| Rust (stable) | evcxr | gdal, geozero, shapefile (crates) |
Publishing — Quarto CLI 1.10.18 (bundles its own pandoc) with the knitr
engine: knitr + rmarkdown, reticulate and JuliaCall. RETICULATE_PYTHON
points at the Python venv, so R chunks reach the full scikit-map stack.
JupyterLab — ipywidgets, geemap, ipyleaflet, ipympl, jupyter_bokeh,
spell-checker and the jupyterlab-quarto extension (preview/render .qmd).
All the available options of jupyter/datascience-notebook works in this image
docker pull opengeohub/geocomp-ide:v3.12.3-gdal3114
docker run -d --restart=always --name geocomp_ide_312 \
-v /home:/home/host -p 8888:8888 --tmpfs /tmp:mode=1777 \
opengeohub/geocomp-ide:v3.12.3-gdal3114 jupyter lab \
--allow-root --LabApp.token='opengeohub' --ServerApp.root_dir='/' --no-browser --ip=0.0.0.0
Content type
Image
Digest
sha256:2b15986b1…
Size
4.6 GB
Last updated
20 days ago
docker pull opengeohub/geocomp-ide:v3.12.3-gdal3114