Dockerfile for appleparan/ml_base

Dockerfile

# Image for vision and tabular machine learnig project with jupterlab
FROM nvcr.io/nvidia/tensorrt:24.10-py3 AS base

# Declare environmental variables
ENV DEBIAN_FRONTEND=noninteractive \
    DEBCONF_NONINTERACTIVE_SEEN=true \
    TZ=Asia/Seoul \
    LANG=en_US.UTF-8 \
    LC_ALL=en_US.UTF-8 \
    SHELL=/bin/bash \
    MPLBACKEND=Agg \
    PIP_IGNORE_INSTALLED=1 \
    PYTHONUNBUFFERED=1

# Declare versions
ENV OPENPMIX_VER=4.1.2 \
    GIT_LFS_VER=3.5.1 \
    PRETENDARD_VER=1.3.9 \
    OPENCV_VER=4.10.0 \
    NODE_VER=22 \
    CODESERVER_VER=4.93.1 \
    FNM_VER=1.37.2 \
    FNM_DIR=/usr/local/fnm

# Setup locale
# Install necessary packages
RUN apt-key adv --refresh-keys --keyserver keyserver.ubuntu.com 
RUN apt-get update && \
    apt-get install -y --no-install-recommends locales tzdata

RUN locale-gen en_US.UTF-8 && \
    update-locale LANG=en_US.UTF-8 LANGUAGE=en_US:en LC_ALL=en_US.UTF-8

# Install necessary packages
RUN apt-key adv --refresh-keys --keyserver keyserver.ubuntu.com 
RUN apt-get update && \
    apt-get install -y --no-install-recommends software-properties-common && \
    add-apt-repository universe && \
    add-apt-repository ppa:flexiondotorg/nvtop && \
    apt-get install -y --no-install-recommends \
    build-essential libssl-dev zlib1g-dev \
    libbz2-dev libreadline-dev libsqlite3-dev curl git \
    libncursesw5-dev xz-utils tk-dev libxml2-dev libxmlsec1-dev libffi-dev liblzma-dev \
    chrpath fakeroot g++ gcc gfortran cmake protobuf-compiler openjdk-11-jdk pkg-config ninja-build \
    vim wget unzip bzip2 pbzip2 zip unzip ripgrep coreutils tree fontconfig \
    ca-certificates iputils-ping lsof libjemalloc-dev \
    openssh-client openssh-server \
    pciutils pdsh pkg-config gnupg2 \
    gdal-bin libgeos++-dev libgeos-dev libgdal-dev libproj-dev proj-bin graphviz \
    libnuma-dev   \
    python3-dev python3-pip python3-setuptools python3-wheel python3-venv python3-tk \
    gir1.2-gtk-3.0 libglib2.0-0 libgtk-3-dev libgtk2.0-dev libcairo-dev libcairo2-dev \
    xvfb python-xkit fonts-firacode \
    libxrender-dev libxrender1 libxext6 libxcb1-dev libxcb-render0-dev libxcb-shape0-dev libxcb-xfixes0-dev \
    ffmpeg libavcodec-dev libavformat-dev libfaac-dev libgirepository1.0-dev libmpdec-dev libv4l-dev \
    libsmpeg-dev libswscale-dev libopenblas-dev libswresample-dev libx264-dev libxvidcore-dev  \
    libasound2-dev libmp3lame-dev  \
    libdc1394-dev libgstreamer-plugins-base1.0-dev libgstreamer1.0-dev  \
    libatlas-base-dev libeigen3-dev libfftw3-dev liblapack-dev libnlopt-dev \ 
    libjpeg-dev libpng-dev libtiff-dev libopenexr-dev libwebp-dev \
    pv nvtop duf htop iotop iftop nload nmon sysstat

# Change working directory
WORKDIR /tmp

# Install git-lfs
RUN curl -sLO https://github.com/git-lfs/git-lfs/releases/download/v${GIT_LFS_VER}/git-lfs-linux-amd64-v${GIT_LFS_VER}.tar.gz \
    && tar -xzvf git-lfs-linux-amd64-v${GIT_LFS_VER}.tar.gz \
    && sh /tmp/git-lfs-${GIT_LFS_VER}/install.sh \
    && rm -rf /tmp/git-lfs*
    
# Install Pretendard Font
RUN wget https://github.com/orioncactus/pretendard/releases/download/v${PRETENDARD_VER}/Pretendard-${PRETENDARD_VER}.zip \
    && unzip Pretendard-${PRETENDARD_VER}.zip -d pretendard \
    && mkdir -p /usr/local/share/fonts \
    && cp pretendard/public/static/alternative/*.ttf /usr/local/share/fonts/ \
    && fc-cache -f -v \
    && rm -rf pretendard Pretendard-${PRETENDARD_VER}.zip

# Setup Python
RUN update-alternatives --install /usr/bin/python python /usr/bin/python3 1

RUN python3 -m pip --trusted-host pypi.org --trusted-host pypi.python.org --trusted-host=files.pythonhosted.org \
    install --upgrade pip setuptools wheel

# Ignore HTTPS for git, wget, curl
RUN git config --global http.sslVerify false \
    && echo "check_certificate = off" >> /etc/wgetrc \
    && echo "insecure" >> ~/.curlrc

# Add trusted-host to pip.conf
RUN mkdir -p /etc/pip \
    && echo "[global]\ntrusted-host = pypi.org\ntrusted-host = files.pythonhosted.org" > /etc/pip/pip.conf
RUN touch /etc/apt/apt.conf.d/99verify-peer.conf \
    && echo >>/etc/apt/apt.conf.d/99verify-peer.conf "Acquire { https::Verify-Peer false }"

# Install fnm and initiate it
RUN curl -fsSL https://deb.nodesource.com/setup_22.x | bash - \
    && apt-get install -y nodejs \
    && npm install -g yarn pnpm \
    && node -v && yarn -v && pnpm -v

# Install Code-server
RUN curl -fL https://github.com/cdr/code-server/releases/download/v${CODESERVER_VER}/code-server-${CODESERVER_VER}-linux-amd64.tar.gz \
    | tar -C /usr/local/lib -xz \ 
    && mv /usr/local/lib/code-server-${CODESERVER_VER}-linux-amd64 /usr/local/lib/code-server-${CODESERVER_VER} \
    && ln -s /usr/local/lib/code-server-${CODESERVER_VER}/bin/code-server /usr/local/bin/code-server

# Install Jupyterlab
RUN python3 -m pip --trusted-host pypi.org --trusted-host pypi.python.org --trusted-host=files.pythonhosted.org \
    install ruff \
    python-lsp-server \
    python-lsp-ruff

RUN python3 -m pip --trusted-host pypi.org --trusted-host pypi.python.org --trusted-host=files.pythonhosted.org \
    install jupyterlab \
    ipywidgets \
    jupyterlab_favorites \
    qgridnext \
    ipykernel \
    ipympl \
    nbdime \
    jupyterlab-katex \
    jupyterlab-code-formatter \
    jupyterlab-git \
    jupyterlab-lsp \
    jupyterlab_limit_output \
    lckr_jupyterlab_variableinspector \
    jupyterlab-unfold \
    jupyterlabcodetoc \
    JLDracula

# Default Jupyterlab settings
RUN mkdir -p /root/.jupyter/lab/user-settings/@jupyterlab/shortcuts-extension && \
    mkdir -p /root/.jupyter/lab/user-settings/@jupyterlab/terminal-extension

# Configure code editor settings
RUN cat <<EOF > /root/.jupyter/lab/user-settings/@jupyterlab/terminal-extension/plugin.jupyterlab-settings
{
    "fontFamily": "Fira Code",
    "fontSize": 16,
    "lineHeight": 1.1,
    "theme": "inherit",
    "screenReaderMode": false,
    "scrollback": 9995,
    "shutdownOnClose": false,
    "closeOnExit": true,
    "pasteWithCtrlV": true,
    "macOptionIsMeta": false
}
EOF

# Disable default shortcuts in JupyterLab
RUN cat <<EOF > /root/.jupyter/lab/user-settings/@jupyterlab/shortcuts-extension/shortcuts.jupyterlab-settings
{
    "shortcuts": [
          {
            "args": {},
            "command": "application:toggle-left-area",
            "keys": [
                "Accel B"
            ],
            "selector": "body",
            "disabled": true
        },
        {
            "args": {},
            "command": "apputils:activate-command-palette",
            "keys": [
                "Accel Shift C"
            ],
            "selector": "body",
            "disabled": true
        },
    ]
}
EOF

# Build Jupyterlab extensions
RUN jupyter server extension enable --py jupyterlab --sys-prefix && \
    jupyter lab build

# Clean up
RUN apt-get autoclean \
    && apt-get autoremove -y \
    && ln -sf /usr/share/zoneinfo/${TZ} /etc/localtime \
    && mkdir -p /etc/terminfo/x \
    && ln -sf /usr/share/terminfo/x/xterm-256color /etc/terminfo/x/xterm \
    && rm -rf /tmp/*.whl /tmp/requirem* \
    && rm -rf /var/cache/apt/archives/* /var/lib/apt/lists/* \
    && rm -rf /root/.cache \
    && rm -rf /tmp/*

WORKDIR /root