https://github.com/jcrist/alpine-dask-docker
Tiny Dask Docker images based on Alpine Linux
https://github.com/jcrist/alpine-dask-docker
Last synced: 6 months ago
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Tiny Dask Docker images based on Alpine Linux
- Host: GitHub
- URL: https://github.com/jcrist/alpine-dask-docker
- Owner: jcrist
- License: bsd-3-clause
- Created: 2019-05-29T16:52:57.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2019-10-27T23:46:21.000Z (almost 6 years ago)
- Last Synced: 2025-04-14T17:59:20.662Z (6 months ago)
- Language: Dockerfile
- Size: 4.88 KB
- Stars: 17
- Watchers: 5
- Forks: 14
- Open Issues: 1
-
Metadata Files:
- Readme: README.rst
- License: LICENSE
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README
Alpine Dask Docker Images
=========================
Here we provide a few Docker_ images for running Dask_ on `Alpine Linux`_. These
are designed to be as small as possible while still providing a good user
experience.
Three images are provided:
- ``jcrist/alpine-conda`` |alpine-conda|
A base image with miniconda_ installed.
- ``jcrist/alpine-dask`` |alpine-dask|
An image for running both the dask schedulers and workers.
- ``jcrist/alpine-dask-notebook`` |alpine-dask-notebook|
An image with all of the above, as well as `Jupyter Notebook`_ and
JupyterLab_ installed.
These images can be used as is, or extended with additional packages by using
them as a base image:
.. code-block:: docker
FROM jcrist/alpine-dask:1.2.2
# Add scikit-learn and numba, and cleanup afterwards
RUN /opt/conda/bin/conda install --freeze-installed -y \
scikit-learn \
numba \
&& /opt/conda/bin/conda clean -afy \
&& find /opt/conda/ -follow -type f -name '*.a' -delete \
&& find /opt/conda/ -follow -type f -name '*.pyc' -delete
Alternatively, additional packages can be installed at runtime via the
``EXTRA_CONDA_PACKAGES``/``EXTRA_PIP_PACKAGES`` environment variables:
.. code-block:: shell
$ docker run -e "EXTRA_CONDA_PACKAGES=scikit-learn numba" jcrist/alpine-dask dask-scheduler
These images should be drop-in usable with the existing `Dask Helm Chart`_, with
the benefit of being much smaller images.
.. |alpine-conda| image:: https://img.shields.io/microbadger/image-size/jcrist/alpine-conda.svg
:target: https://cloud.docker.com/repository/docker/jcrist/alpine-conda
.. |alpine-dask| image:: https://img.shields.io/microbadger/image-size/jcrist/alpine-dask.svg
:target: https://cloud.docker.com/repository/docker/jcrist/alpine-dask
.. |alpine-dask-notebook| image:: https://img.shields.io/microbadger/image-size/jcrist/alpine-dask-notebook.svg
:target: https://cloud.docker.com/repository/docker/jcrist/alpine-dask-notebook
.. _Docker: https://www.docker.com/
.. _Dask: https://dask.org/
.. _Alpine Linux: https://alpinelinux.org
.. _miniconda: https://docs.conda.io/en/latest/miniconda.html
.. _Jupyter Notebook: https://jupyter.org/
.. _JupyterLab: https://jupyterlab.readthedocs.io/en/stable/
.. _Dask Helm Chart: https://github.com/helm/charts/tree/master/stable/dask