teslajoy/DSEnv

Docker template for latest version of Python and R, volume mounts to data, and multiple services workflows.

Data Science (DS) enviornment template

Docker image that would help you knitt an rmarkdown in a bash shell or fire up ipython for your workflow tuning with the latest python3 and R versions.

setup

• R or Python3 libraries you need for your project's application.
• add services and change the service name as you need in docker-compose.yml file
• change the path to your data input and output in docker-compose.yml file
• add the path to your local application in DockerFile
• change the commands and entrypoints as you need in Dockerfile

execute

1. docker-compose build <my service name> (may need sudo to fireup docker daemon)
2. docker-compose run --rm <my service name>
3. 🎉 may the force be with you!

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Note: This image is for macs with apple M1 chip.

• https://cloud.r-project.org/bin/linux/ubuntu/focal-cran40/
• https://docs.docker.com/desktop/mac/apple-silicon/

For Intel chip systems, you can remove platform: linux/amd64 in docker-compose.yml file.