docker/Dockerfile-cuda11.2-python3.8

# latest (git 'main') versions of all HEAR packages.

# ==================================================================
# module list
# ------------------------------------------------------------------
# python        3.8    (apt)
# pytorch       latest (docker)
# tensorflow    latest (pip)
# keras         latest (pip)
# ==================================================================

FROM nvidia/cuda:11.2.0-cudnn8-devel-ubuntu18.04

ENV LANG C.UTF-8

RUN echo ''
RUN rm -rf /var/lib/apt/lists/* \
           /etc/apt/sources.list.d/cuda.list \
           /etc/apt/sources.list.d/nvidia-ml.list && \
    apt-get update
    #   apt-get update && \

RUN APT_INSTALL="apt-get install -y --no-install-recommends" && \
    PIP_INSTALL="python -m pip --no-cache-dir install --upgrade" && \
    GIT_CLONE="git clone --depth 10" && \

# ==================================================================
# tools
# ------------------------------------------------------------------

    DEBIAN_FRONTEND=noninteractive $APT_INSTALL \
        build-essential \
        apt-utils \
        ca-certificates \
        wget \
        git \
        vim \
        libssl-dev \
        curl \
        bc \
        less \
        locate \
        unzip \
        unrar

RUN echo 'debconf debconf/frontend select Noninteractive' | debconf-set-selections && apt-get install -y -q

RUN APT_INSTALL="apt-get install -y --no-install-recommends" && \
    PIP_INSTALL="python -m pip --no-cache-dir install --upgrade" && \
    GIT_CLONE="git clone --depth 10" && \
    wget -O - https://apt.kitware.com/keys/kitware-archive-latest.asc 2>/dev/null | gpg --dearmor - | tee /usr/share/keyrings/kitware-archive-keyring.gpg >/dev/null && \
    echo 'deb [signed-by=/usr/share/keyrings/kitware-archive-keyring.gpg] https://apt.kitware.com/ubuntu/ bionic main' | tee /etc/apt/sources.list.d/kitware.list >/dev/null && \
    apt-get update && \
    rm /usr/share/keyrings/kitware-archive-keyring.gpg && \
    $APT_INSTALL kitware-archive-keyring && \
    $APT_INSTALL cmake

# ==================================================================
# python
# ------------------------------------------------------------------

RUN APT_INSTALL="apt-get install -y --no-install-recommends" && \
    PIP_INSTALL="python -m pip --no-cache-dir install --upgrade" && \
    GIT_CLONE="git clone --depth 10" && \
    DEBIAN_FRONTEND=noninteractive $APT_INSTALL \
        software-properties-common \
        && \
    add-apt-repository ppa:deadsnakes/ppa && \
    apt-get update && \
    DEBIAN_FRONTEND=noninteractive $APT_INSTALL \
        python3.8 \
        python3.8-dev \
        python3-distutils-extra \
        && \
    wget -O ~/get-pip.py \
        https://bootstrap.pypa.io/get-pip.py && \
    python3.8 ~/get-pip.py && \
    ln -s /usr/bin/python3.8 /usr/local/bin/python3 && \
    ln -s /usr/bin/python3.8 /usr/local/bin/python

RUN APT_INSTALL="apt-get install -y --no-install-recommends" && \
    PIP_INSTALL="python -m pip --no-cache-dir install --upgrade" && \
    GIT_CLONE="git clone --depth 10" && \
    $PIP_INSTALL \
        setuptools \
        pipdeptree \
        && \
    $PIP_INSTALL \
        numpy==1.19.2 \
        scipy \
        pandas \
        cloudpickle \
        scikit-image>=0.14.2 \
        scikit-learn \
        matplotlib \
        Cython \
        tqdm

# ==================================================================
# pytorch
# ------------------------------------------------------------------

RUN APT_INSTALL="apt-get install -y --no-install-recommends" && \
    PIP_INSTALL="python -m pip --no-cache-dir install --upgrade" && \
    GIT_CLONE="git clone --depth 10" && \
    $PIP_INSTALL \
        future \
        numpy==1.19.2 \
        protobuf \
        enum34 \
        pyyaml \
        typing \
        && \
    $PIP_INSTALL \
        --pre torch torchvision -f \
        https://download.pytorch.org/whl/nightly/cu112/torch_nightly.html

# ==================================================================
# tensorflow
# ------------------------------------------------------------------

RUN APT_INSTALL="apt-get install -y --no-install-recommends" && \
    PIP_INSTALL="python -m pip --no-cache-dir install" && \
    GIT_CLONE="git clone --depth 10" && \
    $PIP_INSTALL \
        tensorflow-gpu

# Hack to get tf 2.4.2 to play nice with CUDA 11.2
# https://medium.com/mlearning-ai/tensorflow-2-4-with-cuda-11-2-gpu-training-fix-87f205215419
RUN ln -s /usr/local/cuda-11.2/targets/x86_64-linux/lib/libcusolver.so.11 /usr/local/cuda-11.2/targets/x86_64-linux/lib/libcusolver.so.10
ENV LD_LIBRARY_PATH="${LD_LIBRARY_PATH}:/usr/local/cuda-11.2/targets/x86_64-linux/lib"

# ==================================================================
# keras
# ------------------------------------------------------------------

RUN APT_INSTALL="apt-get install -y --no-install-recommends" && \
    PIP_INSTALL="python -m pip --no-cache-dir install" && \
    GIT_CLONE="git clone --depth 10" && \
    $PIP_INSTALL \
        h5py \
        keras

#        && \

# ==================================================================
# heareval
# ------------------------------------------------------------------

## workaround readline fallback
#RUN echo 'debconf debconf/frontend select Noninteractive' | debconf-set-selections && apt-get install -y -q

RUN apt update
RUN APT_INSTALL="apt-get install -y --no-install-recommends" && \
    PIP_INSTALL="python -m pip --no-cache-dir install --upgrade" && \
    GIT_CLONE="git clone --depth 10" && \
    $APT_INSTALL software-properties-common
RUN apt update
RUN apt upgrade -y
RUN APT_INSTALL="apt-get install -y --no-install-recommends" && \
    PIP_INSTALL="python -m pip --no-cache-dir install --upgrade" && \
    GIT_CLONE="git clone --depth 10" && \
    $APT_INSTALL sox

# h5
RUN APT_INSTALL="apt-get install -y --no-install-recommends" && \
    PIP_INSTALL="python -m pip --no-cache-dir install --upgrade" && \
    GIT_CLONE="git clone --depth 10" && \
    $APT_INSTALL pkg-config libhdf5-100 libhdf5-dev

# LLVM >= 9.0
RUN APT_INSTALL="apt-get install -y --no-install-recommends" && \
    PIP_INSTALL="python -m pip --no-cache-dir install --upgrade" && \
    GIT_CLONE="git clone --depth 10" && \
    $APT_INSTALL --reinstall python3-apt && \
    $APT_INSTALL gpg-agent
RUN wget --no-check-certificate -O - https://apt.llvm.org/llvm-snapshot.gpg.key | apt-key add -
# Might need to change python version: nano /usr/bin/add-apt-repository
#RUN add-apt-repository 'deb http://apt.llvm.org/bionic/   llvm-toolchain-bionic-10  main'
RUN add-apt-repository 'deb http://apt.llvm.org/bionic/   llvm-toolchain-bionic-11  main'
RUN apt update
#RUN $APT_INSTALL llvm-10 lldb-10 llvm-10-dev libllvm10 llvm-10-runtime
#RUN update-alternatives --install /usr/bin/llvm-config llvm-config /usr/bin/llvm-config-10 10
RUN APT_INSTALL="apt-get install -y --no-install-recommends" && \
    PIP_INSTALL="python -m pip --no-cache-dir install --upgrade" && \
    GIT_CLONE="git clone --depth 10" && \
    $APT_INSTALL llvm-11 lldb-11 llvm-11-dev libllvm11 llvm-11-runtime
RUN update-alternatives --install /usr/bin/llvm-config llvm-config /usr/bin/llvm-config-11 11
RUN update-alternatives --config llvm-config


# For ffmpeg >= 4.2
# Could also build from source:
# https://github.com/jrottenberg/ffmpeg/blob/master/docker-images/4.3/ubuntu1804/Dockerfile
RUN add-apt-repository ppa:jonathonf/ffmpeg-4
RUN apt-get update
RUN APT_INSTALL="apt-get install -y --no-install-recommends" && \
    PIP_INSTALL="python -m pip --no-cache-dir install --upgrade" && \
    GIT_CLONE="git clone --depth 10" && \
    $APT_INSTALL ffmpeg

RUN APT_INSTALL="apt-get install -y --no-install-recommends" && \
    PIP_INSTALL="python -m pip --no-cache-dir install --upgrade" && \
    GIT_CLONE="git clone --depth 10" && \
    $PIP_INSTALL cython ipython
RUN APT_INSTALL="apt-get install -y --no-install-recommends" && \
    PIP_INSTALL="python -m pip --no-cache-dir install" && \
    GIT_CLONE="git clone --depth 10" && \
    $PIP_INSTALL \
        numpy==1.19.2 \
        pynvml


# gsutil
# https://cloud.google.com/storage/docs/gsutil_install#deb
RUN echo "deb [signed-by=/usr/share/keyrings/cloud.google.gpg] https://packages.cloud.google.com/apt cloud-sdk main" | tee -a /etc/apt/sources.list.d/google-cloud-sdk.list
RUN APT_INSTALL="apt-get install -y --no-install-recommends" && \
    PIP_INSTALL="python -m pip --no-cache-dir install --upgrade" && \
    GIT_CLONE="git clone --depth 10" && \
    $APT_INSTALL apt-transport-https ca-certificates gnupg
RUN wget -O - https://packages.cloud.google.com/apt/doc/apt-key.gpg | apt-key --keyring /usr/share/keyrings/cloud.google.gpg add -
RUN apt-get update
RUN APT_INSTALL="apt-get install -y --no-install-recommends" && \
    PIP_INSTALL="python -m pip --no-cache-dir install --upgrade" && \
    GIT_CLONE="git clone --depth 10" && \
    $APT_INSTALL google-cloud-sdk
#gcloud init

# Install heareval pypi dependencies first, and after get the github versions,
# because this makes it faster
# to rebuild the docker if code changes but not dependencies
RUN APT_INSTALL="apt-get install -y --no-install-recommends" && \
    PIP_INSTALL="python -m pip --no-cache-dir install" && \
    GIT_CLONE="git clone --depth 10" && \
    $PIP_INSTALL hearbaseline hearvalidator

# Touch this to force a rebuild of everything below
RUN echo 20210912

RUN APT_INSTALL="apt-get install -y --no-install-recommends" && \
    PIP_INSTALL="python -m pip --no-cache-dir install" && \
    GIT_CLONE="git clone --depth 10" && \
    $GIT_CLONE https://github.com/hearbenchmark/hear-baseline.git
RUN cd hear-baseline && \
    python -m pip --no-cache-dir install -e ".[dev]"
RUN APT_INSTALL="apt-get install -y --no-install-recommends" && \
    PIP_INSTALL="python -m pip --no-cache-dir install" && \
    GIT_CLONE="git clone --depth 10" && \
    $GIT_CLONE https://github.com/hearbenchmark/hear-eval-kit.git
RUN cd hear-eval-kit && \
    python -m pip --no-cache-dir install -e ".[dev]"

# THIS COMPLETE WACKNESS IS BECAUSE FUCKING dcase-util DEPENDS UPON librosa,
# which is a gnarly PITA to install and get play nice with other packages.
# I have no idea why we have numba==0.54.0
# and have to do numba==0.48 since that's in the setup.py for us
RUN APT_INSTALL="apt-get install -y --no-install-recommends" && \
    PIP_INSTALL="python -m pip --no-cache-dir install --upgrade" && \
    GIT_CLONE="git clone --depth 10" && \
    $PIP_INSTALL \
        numba==0.48

# ==================================================================
# TODO Move this earlier
# ------------------------------------------------------------------

RUN APT_INSTALL="apt-get install -y --no-install-recommends" && \
    PIP_INSTALL="python -m pip --no-cache-dir install" && \
    GIT_CLONE="git clone --depth 10" && \
    $APT_INSTALL screen tmux

# pyenv
RUN curl https://pyenv.run | bash
# https://stackoverflow.com/a/66181816/82733
#RUN git clone --depth=1 https://github.com/pyenv/pyenv.git .pyenv
ENV HOME="/root"
ENV PYENV_ROOT="${HOME}/.pyenv"
ENV PATH="${PYENV_ROOT}/shims:${PYENV_ROOT}/bin:${PATH}"
RUN $PYENV_ROOT/bin/pyenv install 3.7.12
RUN $PYENV_ROOT/bin/pyenv install 3.8.12
RUN $PYENV_ROOT/bin/pyenv global system 3.7.12 3.8.12
RUN echo 'eval "$(pyenv init -)"' >> /root/.bashrc ; chmod +x /root/.bashrc
RUN echo 'eval "$(pyenv virtualenv-init -)"' >> /root/.bashrc ; chmod +x /root/.bashrc

RUN APT_INSTALL="apt-get install -y --no-install-recommends" && \
    PIP_INSTALL="python -m pip --no-cache-dir install" && \
    GIT_CLONE="git clone --depth 10" && \
    $PIP_INSTALL gdown


# ==================================================================
# config & cleanup
# ------------------------------------------------------------------

RUN \
    ldconfig && \
    apt-get clean && \
    apt-get autoremove && \
    rm -rf /var/lib/apt/lists/* /tmp/* ~/*

RUN updatedb

EXPOSE 6006