Using Anaconda with Docker
Install Docker and add user
jitsejan@ssdnodes-jj-kvm:~$ sudo apt install docker.io docker-compose -y
jitsejan@ssdnodes-jj-kvm:~$ sudo usermod -aG docker $USER
Create the folder structure
jitsejan@ssdnodes-jj-kvm:~/anaconda3_docker$ tree
.
├── data
├── docker-compose.yml
├── Dockerfile
├── notebooks
├── README.md
└── requirements.txt
The data folder will contain input and output data for the notebooks. The notebooks folder will contain the Jupyter notebooks. The Dockerfile will create the folders in the container and install the Python requirements from the requirements.txt.
Content of Dockerfile:
FROM continuumio/anaconda3
ADD requirements.txt /
RUN pip install -r requirements.txt
CMD ["/opt/conda/bin/jupyter", "notebook", "--notebook-dir=/opt/notebooks", "--ip='*'", "--no-browser", "--allow-root"]
Content of docker-compose.yml:
version: '2'
services:
anaconda:
build: .
volumes:
- ./notebooks:/opt/notebooks
ports:
- "8888:8888"
Start the container
jitsejan@ssdnodes-jj-kvm:~/anaconda3_docker$ docker-compose up --build
Action
Go to your IP-address on the given port and start coding.
My final notebook setup can be found on my Github.