########################################################
#  _____ ____ ____    ___
# | ____/ ___|___ \  |_ _|_ __ ___   __ _  __ _  ___
# |  _|| |     __) |  | || '_ ` _ \ / _` |/ _` |/ _ \
# | |__| |___ / __/   | || | | | | | (_| | (_| |  __/
# |_____\____|_____| |___|_| |_| |_|\__,_|\__, |\___|
#                                         |___/
#  ____           _
# |  _ \ ___  ___(_)_ __   ___
# | |_) / _ \/ __| | '_ \ / _ \
# |  _ <  __/ (__| | |_) |  __/
# |_| \_\___|\___|_| .__/ \___|
#                  |_|
########################################################

FROM ubuntu:20.04 AS base_image

ENV DEBIAN_FRONTEND=noninteractive \
    LD_LIBRARY_PATH="${LD_LIBRARY_PATH}:/usr/local/lib"

RUN apt-get update \
 && apt-get upgrade -y \
 && apt-get autoremove -y \
 && apt-get clean \
 && rm -rf /var/lib/apt/lists/*

FROM base_image AS ec2

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

ARG PYTHON_VERSION=3.8.10
ARG MX_URL=https://framework-binaries.s3.us-west-2.amazonaws.com/mxnet/v1.9.0/aws_mx-1.9.0-py3-none-manylinux2014_x86_64.whl

ENV PYTHONDONTWRITEBYTECODE=1 \
    PYTHONUNBUFFERED=1 \
    LD_LIBRARY_PATH="${LD_LIBRARY_PATH}:/usr/local/lib" \
    PYTHONIOENCODING=UTF-8 \
    LANG=C.UTF-8 \
    LC_ALL=C.UTF-8 \
    DGLBACKEND=mxnet \
    DEBIAN_FRONTEND=noninteractive

RUN apt-get update \
 && apt-get -y upgrade --only-upgrade systemd \
 && apt-get install -y --no-install-recommends \
    build-essential \
    ca-certificates \
    curl \
    emacs \
    git \
    vim \
    wget \
    unzip \
    libopencv-dev \
    openssh-client \
    openssh-server \
    zlib1g-dev \
    libreadline-gplv2-dev \
    libncursesw5-dev \
    libssl-dev \
    libsqlite3-dev \
    libgdbm-dev \
    libc6-dev \
    libbz2-dev \
    tk-dev \
    libffi-dev \
    cmake \
    libgtk2.0-dev \
 && apt-get clean \
 && rm -rf /var/lib/apt/lists/*

# install Python
RUN apt-get update \
 && apt-get install -y python3 python3-pip \
 && rm -rf /usr/bin/python /usr/bin/pip \
 && ln -s /usr/bin/python3 /usr/bin/python \
 && ln -s /usr/bin/pip3 /usr/bin/pip

###########################################################################
# Horovod dependencies
###########################################################################

# Install Open MPI
RUN mkdir /tmp/openmpi \
 && cd /tmp/openmpi \
 && wget -q https://download.open-mpi.org/release/open-mpi/v4.0/openmpi-4.0.1.tar.gz \
 && tar zxf openmpi-4.0.1.tar.gz \
 && cd openmpi-4.0.1 \
 && ./configure --enable-orterun-prefix-by-default \
 && make -j $(nproc) all \
 && make install \
 && ldconfig \
 && rm -rf /tmp/openmpi

# Create a wrapper for OpenMPI to allow running as root by default
RUN mv /usr/local/bin/mpirun /usr/local/bin/mpirun.real \
 && echo '#!/bin/bash' > /usr/local/bin/mpirun \
 && echo 'mpirun.real --allow-run-as-root "$@"' >> /usr/local/bin/mpirun \
 && chmod a+x /usr/local/bin/mpirun \
 && echo "hwloc_base_binding_policy = none" >> /usr/local/etc/openmpi-mca-params.conf \
 && echo "rmaps_base_mapping_policy = slot" >> /usr/local/etc/openmpi-mca-params.conf

ENV LD_LIBRARY_PATH=/usr/local/lib:$LD_LIBRARY_PATH
ENV PATH=/usr/local/bin:$PATH

WORKDIR /

RUN pip install --upgrade pip --trusted-host pypi.org --trusted-host files.pythonhosted.org \
 && pip install --no-cache --upgrade \
    # Protobuf >=3.21 results in protobuf errors version mismatch errors with framework and other packages.
    "protobuf>=3.20.2,<3.21" \
    h5py==2.10.0 \
    onnx==1.8.1 \
    "numpy<1.20" \
    pandas==1.3.0 \
    "Pillow>=9.0,<10.0" \
    "requests<3" \
    scikit-learn \
    # disabling DGL until a release is built for MXNet 1.9
    # dgl==0.6.* \
    scipy==1.7.0 \
    gluonnlp==0.10.0 \
    gluoncv==0.8.0 \
    # Putting a cap in versions number to avoid potential issues with a new major version
    "urllib3<2" \
    # python-dateutil==2.8.0 to satisfy botocore associated with latest awscli
    python-dateutil==2.8.0 \
    tqdm==4.39.0 \
    # install PyYAML>=5.4,<5.5 to avoid conflict with latest awscli
    "PyYAML>=5.4,<5.5" \
    mpi4py==3.0.3 \
    ${MX_URL} \
    awscli \
    opencv-python \
    wheel

# Install Horovod
RUN pip install --no-cache-dir horovod

# Allow OpenSSH to talk to containers without asking for confirmation
RUN cat /etc/ssh/ssh_config | grep -v StrictHostKeyChecking > /etc/ssh/ssh_config.new \
 && echo "    StrictHostKeyChecking no" >> /etc/ssh/ssh_config.new \
 && mv /etc/ssh/ssh_config.new /etc/ssh/ssh_config

# OpenSHH config for MPI communication
RUN mkdir -p /var/run/sshd && \
  sed 's@session\s*required\s*pam_loginuid.so@session optional pam_loginuid.so@g' -i /etc/pam.d/sshd

RUN rm -rf /root/.ssh/ && \
  mkdir -p /root/.ssh/ && \
  ssh-keygen -q -t rsa -N '' -f /root/.ssh/id_rsa && \
  cp /root/.ssh/id_rsa.pub /root/.ssh/authorized_keys \
  && printf "Host *\n StrictHostKeyChecking no\n" >> /root/.ssh/config

# This is here to make our installed version of OpenCV work.
# https://stackoverflow.com/questions/29274638/opencv-libdc1394-error-failed-to-initialize-libdc1394
# TODO: Should we be installing OpenCV in our image like this? Is there another way we can fix this?
RUN ln -s /dev/null /dev/raw1394

COPY deep_learning_container.py /usr/local/bin/deep_learning_container.py

RUN chmod +x /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 curl -o /license.txt https://aws-dlc-licenses.s3.amazonaws.com/aws-mx-1.9.0/license.txt

CMD ["/bin/bash"]

#################################################################
#  ____                   __  __       _
# / ___|  __ _  __ _  ___|  \/  | __ _| | _____ _ __
# \___ \ / _` |/ _` |/ _ \ |\/| |/ _` | |/ / _ \ '__|
#  ___) | (_| | (_| |  __/ |  | | (_| |   <  __/ |
# |____/ \__,_|\__, |\___|_|  |_|\__,_|_|\_\___|_|
#              |___/
#  ___                              ____           _
# |_ _|_ __ ___   __ _  __ _  ___  |  _ \ ___  ___(_)_ __   ___
#  | || '_ ` _ \ / _` |/ _` |/ _ \ | |_) / _ \/ __| | '_ \ / _ \
#  | || | | | | | (_| | (_| |  __/ |  _ <  __/ (__| | |_) |  __/
# |___|_| |_| |_|\__,_|\__, |\___| |_| \_\___|\___|_| .__/ \___|
#                      |___/                        |_|
#################################################################

FROM ec2 AS sagemaker

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

ARG PYTHON_VERSION=3.8.10

# 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=1.0.12

ENV SAGEMAKER_TRAINING_MODULE=sagemaker_mxnet_container.training:main

WORKDIR /

RUN pip install --no-cache --upgrade \
    sagemaker-experiments==0.* \
    sagemaker-mxnet-training \
    smdebug==${SMDEBUG_VERSION} \
    sagemaker \
    smclarify

# Install extra packages
RUN pip install --no-cache-dir -U \
    bokeh \
    imageio \
    plotly \
    seaborn \
    shap

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*

CMD ["/bin/bash"]