Pangeo Docker Images

The images defined in this repository capture reproducible computing environments used by Pangeo Cloud. They build on top of the Ubuntu operating system and include conda environments with a curated set of Python packages for geospatial analysis. While initially intended for Pangeo Cloud, they can be used outside of Pangeo infrastructure too!

More details can be found in our documentation.

Images are hosted on DockerHub and on Quay.io

Image	Description	Size	Pulls
base-image	Foundational Dockerfile for builds
base-notebook	minimally functional image for pangeo hubs
pangeo-notebook	base-notebook + core earth science analysis packages
pytorch-notebook	pangeo-notebook + GPU-enabled pytorch
ml-notebook	pangeo-notebook + GPU-enabled tensorflow2

Click on the image name in the table above for a current list of installed packages and versions

graph TD;
    base-image-->base-notebook;
    base-notebook-->pangeo-notebook;
    pangeo-notebook-->pytorch-notebook;
    pangeo-notebook-->ml-notebook;
    click base-image "https://hub.docker.com/r/pangeo/base-image" "Open this in a new tab" _blank
    click base-notebook "https://hub.docker.com/r/pangeo/base-notebook" "Open this in a new tab" _blank
    click pangeo-notebook "https://hub.docker.com/r/pangeo/pangeo-notebook" "Open this in a new tab" _blank
    click pytorch-notebook "https://hub.docker.com/r/pangeo/pytorch-notebook" "Open this in a new tab" _blank
    click ml-notebook "https://hub.docker.com/r/pangeo/ml-notebook" "Open this in a new tab" _blank

Using the image with Singularity on HPC systems

If you want to use this image on an HPC system (including a GPU system), we recommend using Singularity. Please see the Singularity guide.

Dask-gateway compatibility

The primary use of these Docker images is running on Pangeo Cloud deployments with dask-gateway. Generally, the dask-gateway library version built into the image must match the dask-gateway version deployed in the cloud environment. The follow table keeps track of the first time a new dask-gateway version appears in a tagged image:

dask-gateway	Image tag
0.9	2020.11.06
0.8	2020.07.28
0.7	2020.04.22

Other notes

License

CasP0/pangeo-docker-images

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