Dockerfile Jupyter

# reference: https://hub.docker.com/_/ubuntu/
FROM python:3.8-slim-buster

# Adds metadata to the image as a key value pair example LABEL version="1.0"
LABEL maintainer="Rafael Novello <[email protected]>"

# Set environment variables
ENV LANG=C.UTF-8 LC_ALL=C.UTF-8

# Create empty directory to attach volume
RUN mkdir ~/prjs

# Install Ubuntu packages
RUN apt-get update && apt-get install -y \
    wget \
    bzip2 \
    ca-certificates \
    build-essential \
    curl \
    git \
    htop \
    vim \
    pkg-config \
    unzip \
    python-pip && \
    # Clean up
    apt-get clean && rm -rf /var/lib/apt/lists/* && \
    # Update pip
    pip install -U pip && \
    # Install data science libs
    pip install jupyterlab \
                pandas \
                scikit-learn \
                matplotlib \
                seaborn \
                imbalanced-learn \


# Configure access to Jupyter
WORKDIR /root/prjs
EXPOSE 8888
EXPOSE 8000
CMD jupyter lab --no-browser --ip=0.0.0.0 --allow-root --NotebookApp.token='data-science'