I created an Anaconda environment using Docker!

Purpose

Installing Anaconda is the easiest way to analyze data in Python. However, installing Anaconda directly in the host environment may change the PC environment. So, this time, I would like to use Docker to install Anaconda in a virtual environment and start Jupyter notebook.

Operating environment

Mac: Catalina version 10.15.5 Docker: 19.03.8

Installation method

On Docker's Official Page, download the installer and install Docker.

Save the following Dockerfile in the folder where you want to work.

 FROM ubuntu:latest

 RUN apt-get update && apt-get -y upgrade && \
     apt-get install libgl1-mesa-glx libegl1-mesa libxrandr2 libxrandr2 libxss1 
 libxcursor1 libxcomposite1 libasound2 libxi6 libxtst6 wget -y && \
     wget -P /opt https://repo.anaconda.com/archive/Anaconda3-2020.02-Linux-x86_64.sh && \
     bash /opt/Anaconda3-2020.02-Linux-x86_64.sh -b -p /opt/anaconda3 && \
     rm /opt/Anaconda3-2020.02-Linux-x86_64.sh && \
     echo "export PATH=/opt/anaconda3/bin:$PATH" >> ~/.bashrc && \
     . ~/.bashrc && \
     conda init

Build the Docker image in the folder where you saved the Dockerfile.

docker build . -t anaconda_sample

Create a container from the built image.

docker run -p 8888:8888 -it anaconda_sample /bin/bash

Move to the directory where you want to start jupyter and start jupyter notebook.

jupyter notebook --port 8888 --ip=0.0.0.0 --allow-root

References

Dare to set environment variables with the source command in Dockerfile Work to add an environment where jupyter notebook works with docker

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