FROM ubuntu:16.04

LABEL maintainer="Amazon AI"
LABEL dlc_major_version="1"

# Add arguments to achieve the version, python and url
ARG PYTHON=python3
ARG PYTHON_VERSION=3.6.13
ARG OPEN_MPI_VERSION=4.0.1

# The smdebug pipeline relies for following format to perform string replace and trigger DLC pipeline for validating
# the nightly builds. Therefore, while updating the smdebug version, please ensure that the format is not disturbed.
ARG SMDEBUG_VERSION=1.0.7

# Python won’t try to write .pyc or .pyo files on the import of source modules
# Force stdin, stdout and stderr to be totally unbuffered. Good for logging
ENV PYTHONDONTWRITEBYTECODE=1
ENV PYTHONUNBUFFERED=1
ENV PYTHONIOENCODING=UTF-8
ENV LANG=C.UTF-8
ENV LC_ALL=C.UTF-8
ENV LD_LIBRARY_PATH="${LD_LIBRARY_PATH}:/usr/local/lib"
ENV LD_LIBRARY_PATH="${LD_LIBRARY_PATH}:/opt/conda/lib"
ENV PATH=/opt/conda/bin:$PATH
ENV SAGEMAKER_TRAINING_MODULE=sagemaker_pytorch_container.training:main
ENV DGLBACKEND=pytorch

ARG PT_TRAINING_URL=https://aws-pytorch-binaries.s3-us-west-2.amazonaws.com/r1.6.0_cuda/20201205-063316/cddb1a49fc68ff0c6b06af06cb08e18cfd7dc0a2/cpu/torch-1.6.0-cp36-cp36m-manylinux1_x86_64.whl
ARG PT_TORCHVISION_URL=https://torchvision-build.s3.amazonaws.com/1.6.0/cpu/torchvision-0.7.0-cp36-cp36m-linux_x86_64.whl

WORKDIR /

RUN apt-get update \
 && apt-get install -y --no-install-recommends \
    ca-certificates \
    cmake \
    curl \
    emacs \
    git \
    wget \
    unzip \
    vim \
    build-essential \
    jq \
    libglib2.0-0 \
    libgl1-mesa-glx \
    libsm6 \
    libxext6 \
    libxrender-dev \
    zlib1g-dev \
    software-properties-common \
 && rm -rf /var/lib/apt/lists/*

RUN wget https://www.open-mpi.org/software/ompi/v4.0/downloads/openmpi-$OPEN_MPI_VERSION.tar.gz \
 && gunzip -c openmpi-$OPEN_MPI_VERSION.tar.gz | tar xf - \
 && cd openmpi-$OPEN_MPI_VERSION \
 && ./configure --prefix=/home/.openmpi \
 && make all install \
 && cd .. \
 && rm openmpi-$OPEN_MPI_VERSION.tar.gz \
 && rm -rf openmpi-$OPEN_MPI_VERSION

# The ENV variables declared below are changed in the previous section
# Grouping these ENV variables in the first section causes
# ompi_info to fail. This is only observed in CPU containers
ENV PATH="$PATH:/home/.openmpi/bin"
ENV LD_LIBRARY_PATH="$LD_LIBRARY_PATH:/home/.openmpi/lib/"
RUN ompi_info --parsable --all | grep mpi_built_with_cuda_support:value

# Copy workaround script for incorrect hostname
COPY changehostname.c /
COPY start_with_right_hostname.sh /usr/local/bin/start_with_right_hostname.sh

RUN curl -L -o ~/miniconda.sh https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh \
 && chmod +x ~/miniconda.sh \
 && ~/miniconda.sh -b -p /opt/conda \
 && rm ~/miniconda.sh \
 && /opt/conda/bin/conda install -c conda-forge \
    python=$PYTHON_VERSION \
 && /opt/conda/bin/conda install -y -c anaconda \
    numpy \
    ipython \
    mkl \
    mkl-include \
    cython \
    typing \
    "pyopenssl>=17.5.0" \
 && conda install -c conda-forge \
    opencv \
 && conda install -y \
    scikit-learn \
    pandas \
    h5py \
    requests \
 && conda install -c dglteam -y dgl \
 && /opt/conda/bin/conda clean -ya \
 && conda clean -ya

# The following section uninstalls torch and torchvision before installing the
# custom versions from an S3 bucket. This will need to be removed in the future
RUN pip install --upgrade pip --trusted-host pypi.org --trusted-host files.pythonhosted.org \
 && ln -s /opt/conda/bin/pip /usr/local/bin/pip3 \
 && pip install --no-cache-dir -U \
    "awscli<2" \
    fastai==1.0.61 \
    scipy==1.2.2 \
    click \
    ruamel-yaml \
    "cryptography>3.2" \
    smdebug==${SMDEBUG_VERSION} \
    smclarify \
    "sagemaker>=2,<3" \
    sagemaker-experiments==0.* \
    "sagemaker-pytorch-training<3" \
    psutil==5.6.7 \
    Pillow==8.2.0 \
 && pip install --no-cache-dir -U ${PT_TRAINING_URL} \
 && pip uninstall -y torchvision \
 && pip install --no-deps --no-cache-dir -U ${PT_TORCHVISION_URL}

ADD https://raw.githubusercontent.com/aws/deep-learning-containers/master/src/deep_learning_container.py /usr/local/bin/deep_learning_container.py

RUN HOME_DIR=/root \
 && curl -o ${HOME_DIR}/oss_compliance.zip https://aws-dlinfra-utilities.s3.amazonaws.com/oss_compliance.zip \
 && unzip ${HOME_DIR}/oss_compliance.zip -d ${HOME_DIR}/ \
 && cp ${HOME_DIR}/oss_compliance/test/testOSSCompliance /usr/local/bin/testOSSCompliance \
 && chmod +x /usr/local/bin/testOSSCompliance \
 && chmod +x ${HOME_DIR}/oss_compliance/generate_oss_compliance.sh \
 && ${HOME_DIR}/oss_compliance/generate_oss_compliance.sh ${HOME_DIR} ${PYTHON} \
 && rm -rf ${HOME_DIR}/oss_compliance*

RUN chmod +x /usr/local/bin/start_with_right_hostname.sh \
 && chmod +x /usr/local/bin/deep_learning_container.py \
 && wget -O /license.txt https://aws-dlc-licenses.s3.amazonaws.com/pytorch-1.6.0/license.txt

# Starts framework
ENTRYPOINT ["bash", "-m", "start_with_right_hostname.sh"]
CMD ["/bin/bash"]