Dockerfile.for_pyk4a_issue

#############################################################################################
# Purpose:  Run JupyterLab on Percept (Mariner OS) to train small vision models
# Author:  Micheleen Harris
# License: MIT
# Build with:  sudo docker build -t <give me some name and tag> -f Dockerfile.jupyterlab .
# Run with:  sudo docker run -it --rm  -p 8888:8888  -v /home/<linux username>/notebooks:/home/ --privileged <image name with tag>
# Additional file:  clean_python.sh, requirements.txt and any Jupyter notebooks you wish
#############################################################################################

ARG BASE_IMAGE=ubuntu:18.04
FROM ${BASE_IMAGE}

#
# Set up environment
#
ENV DEBIAN_FRONTEND=noninteractive
ARG MAKEFLAGS=-j2

#
# apt packages
#
RUN apt-get update && \
    apt-get install -y --no-install-recommends \
          python3-pip \
          python3-dev \
          python3-matplotlib \
          python3-numpy \
          libavcodec-dev \
          libavformat-dev \
          libswscale-dev \
          libgstreamer-plugins-base1.0-dev \
          libgstreamer1.0-dev \
          libgtk-3-dev \
          libpng-dev \
          libjpeg-dev \
          libopenexr-dev \
          libtiff-dev \
          libwebp-dev \
          build-essential \
          gfortran \
          git \
          cmake \
          curl \
          libopenblas-dev \
          liblapack-dev \
          libblas-dev \
          libhdf5-serial-dev \
          hdf5-tools \
          libhdf5-dev \
          zlib1g-dev \
          zip \
          libjpeg8-dev \
          libopenmpi2 \
          openmpi-bin \
          openmpi-common \
          protobuf-compiler \
          libprotoc-dev \
          llvm-9 \
          llvm-9-dev \
          git \
          python3-opencv \
          ffmpeg \
          libavdevice-dev \
          v4l-utils \
          vim \
          usbutils \
          net-tools \
          iptables \
          vlc \
    && rm -rf /var/lib/apt/lists/* \
    && apt-get clean

#
# GStreamer - more apt packages
#

# https://gstreamer.freedesktop.org/documentation/installing/on-linux.html
RUN apt-get update && apt-get install -y libgstreamer1.0-0 \
                                           gstreamer1.0-plugins-base \
                                           gstreamer1.0-plugins-good \
                                           gstreamer1.0-plugins-bad \
                                           gstreamer1.0-plugins-ugly \
                                           gstreamer1.0-libav \
                                           gstreamer1.0-doc \
                                           gstreamer1.0-tools \
                                           gstreamer1.0-x \
                                           gstreamer1.0-alsa \
                                           gstreamer1.0-gl \
                                           gstreamer1.0-gtk3 \
                                           gstreamer1.0-qt5 \
                                           gstreamer1.0-pulseaudio \
                                           gstreamer1.0-rtsp

#
# Python libraries and dependencies
#

RUN python3 -m pip install --upgrade pip && python3 -m pip install setuptools && \
    curl -sL https://deb.nodesource.com/setup_12.x | bash - && \
    apt-get update && \
    apt-get install -y nodejs && \
    rm -rf /var/lib/apt/lists/* && \
    apt-get clean

WORKDIR /home

#
# Jupyter notebooks - just ipynb files and a requirement.txt
#

COPY notebooks notebooks

# Remove __pycache__ and .ipynb_checkpoints folders and contents
COPY clean_python.sh notebooks/
RUN cd notebooks && chmod +x clean_python.sh && ./clean_python.sh && rm -f clean_python.sh

# Install libraries - btw the requirements are:
# jupyter==1.0.0
# jupyterlab==3.0.12
# Pillow==8.1.2
# torch==1.8.1
# torchvision==0.9.1
# numpy==1.19.5
# azureml-core==1.25.0
RUN python3 -m pip install -r notebooks/requirements.txt

#
# JupyterLab
#

RUN npm set unicode false && \
    python3 -m jupyter lab clean && \
    python3 -m jupyter labextension install @jupyter-widgets/jupyterlab-manager

RUN jupyter lab --generate-config
RUN python3 -c "from notebook.auth.security import set_password; set_password('notgoingtoshow', '/root/.jupyter/jupyter_notebook_config.json')"

# Create a default config to /etc/jupyterhub/jupyterhub_config.py
RUN echo "c.NotebookApp.allow_origin = '*'" >> /root/.jupyter/jupyter_lab_config.py
RUN echo "c.NotebookApp.ip = '0.0.0.0'" >> /root/.jupyter/jupyter_lab_config.py

CMD /bin/bash -c "jupyter lab --ip 0.0.0.0 --port 8888 --allow-root &> /var/log/jupyter.log" & \
	echo "allow 10 sec for JupyterLab to start @ http://$(hostname -I | cut -d' ' -f1):8888 (password notgoingtoshow)" && \
	echo "JupterLab logging location:  /var/log/jupyter.log  (inside the container)" && \
	/bin/bash