FROM ubuntu:20.04

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

LABEL maintainer="Amazon AI"
LABEL com.amazonaws.sagemaker.capabilities.accept-bind-to-port=true
LABEL dlc_major_version="1"

# prevent stopping by user interaction
ENV DEBIAN_FRONTEND noninteractive
ENV DEBCONF_NONINTERACTIVE_SEEN true

# Add arguments to achieve the version, python and url
ARG PYTHON=python3
ARG PYTHON_VERSION=3.8.13
ARG PYTORCH_VERSION=1.5.1
ARG TORCHVISION_VERSION=0.6.1
ARG GRAPHVIZ_VERSION=0.13.2
ARG MMS_VERSION=1.1.8
ARG HEALTH_CHECK_VERSION=1.7.0
ARG MAMBA_VERSION=4.12.0-2

# See http://bugs.python.org/issue19846
ENV LANG C.UTF-8
ENV LD_LIBRARY_PATH /opt/conda/lib/:$LD_LIBRARY_PATH
ENV PATH /opt/conda/bin:$PATH
ENV SAGEMAKER_SERVING_MODULE sagemaker_pytorch_serving_container.serving:main
ENV TEMP=/home/model-server/tmp

RUN apt-get update \
 && apt-get install -y --allow-downgrades --allow-change-held-packages --no-install-recommends \
    build-essential \
    ca-certificates \
    cmake \
    curl \
    emacs \
    git \
    krb5-user \
    libkdb5-9 \
    libsdl2-2.0-0 \
    libgssapi-krb5-2 \
    jq \
    libgl1-mesa-glx \
    libglib2.0-0 \
    libgomp1 \
    libibverbs-dev \
    libmysofa1 \
    libsm6 \
    libtiff5 \
    libxext6 \
    libxrender-dev \
    libzmq5 \
    openjdk-8-jdk-headless \
    vim \
    wget \
    unzip \
    zlib1g-dev

# Install OpenSSH. Allow OpenSSH to talk to containers without asking for confirmation
RUN apt-get install -y --no-install-recommends \
    openssh-client \
    openssh-server \
 && mkdir -p /var/run/sshd \
 && 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_configs

RUN curl -L -o ~/mambaforge.sh https://github.com/conda-forge/miniforge/releases/download/${MAMBA_VERSION}/Mambaforge-${MAMBA_VERSION}-Linux-x86_64.sh \
 && chmod +x ~/mambaforge.sh \
 && ~/mambaforge.sh -b -p /opt/conda \
 && rm ~/mambaforge.sh \
 && /opt/conda/bin/conda install -c \
    conda-forge \
    python=$PYTHON_VERSION \
 && /opt/conda/bin/conda install -y \
    ruamel_yaml==0.15.80 \
    cython==0.29.30 \
    ipython==8.4.0 \
    scipy==1.7.3 \
    typing==3.7.4.3 \
    parso==0.8.3 \
    # Below 2 are included in miniconda base, but not mamba so need to install
    conda-content-trust \
    charset-normalizer \
 && /opt/conda/bin/conda update -y conda \
 && /opt/conda/bin/conda clean -ya

RUN conda install -y \
    scikit-learn==1.1.1 \
    pandas==1.4.3 \
    h5py==3.7.0 \
    requests==2.28.1 \
 && conda clean -ya \
 && /opt/conda/bin/conda config --set ssl_verify False \
 && pip install --upgrade pip --trusted-host pypi.org --trusted-host files.pythonhosted.org \
 && ln -s /opt/conda/bin/pip /usr/local/bin/pip3 \
 # Torchvision wheel must be installed first, so that PyTorch-EI framework is not overwritten.
 && pip install https://download.pytorch.org/whl/cpu/torchvision-0.6.1%2Bcpu-cp38-cp38-linux_x86_64.whl \
 && pip install https://amazonei-pytorcheia.s3.amazonaws.com/releases/torcheia-1.0.0-cp38-cp38-manylinux1_x86_64.whl \
 && pip install certifi \
 && pip install graphviz==$GRAPHVIZ_VERSION \
 && pip install multi-model-server==$MMS_VERSION \
 && pip install opencv-python  \
 && pip install numpy==1.22.4 \
 && pip install pillow==9.3.0 \
 && pip install urllib3==1.26.11 \
 # pyOpenSSL requires cryptography>=2.3
 && pip install cryptography==39.0.1

RUN useradd -m model-server \
 && mkdir -p /home/model-server/tmp \
 && chown -R model-server /home/model-server

COPY mms-entrypoint.py /usr/local/bin/dockerd-entrypoint.py
COPY config.properties /home/model-server

RUN chmod +x /usr/local/bin/dockerd-entrypoint.py

RUN pip install --no-cache-dir "sagemaker-pytorch-inference<2"

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 https://aws-dlc-licenses.s3.amazonaws.com/pytorch-1.5.1/license.txt -o /license.txt

RUN conda install -y -c conda-forge "pyyaml>=5.4,<5.5" \
 && pip install -U \
    "awscli<2"

RUN wget https://amazonei-tools.s3.amazonaws.com/v${HEALTH_CHECK_VERSION}/ei_tools_${HEALTH_CHECK_VERSION}.tar.gz -O /opt/ei_tools_${HEALTH_CHECK_VERSION}.tar.gz \
 && tar -xvf /opt/ei_tools_${HEALTH_CHECK_VERSION}.tar.gz -C /opt/ \
 && rm -rf /opt/ei_tools_${HEALTH_CHECK_VERSION}.tar.gz \
 && chmod a+x /opt/ei_tools/bin/health_check \
 && mkdir -p /opt/ei_health_check/bin \
 && ln -s /opt/ei_tools/bin/health_check /opt/ei_health_check/bin/health_check \
 && ln -s /opt/ei_tools/lib /opt/ei_health_check/lib

COPY default_inference_handler.py /opt/conda/lib/python3.8/site-packages/sagemaker_pytorch_serving_container/default_inference_handler.py

EXPOSE 8080 8081
ENTRYPOINT ["python", "/usr/local/bin/dockerd-entrypoint.py"]
CMD ["multi-model-server", "--start", "--mms-config", "/home/model-server/config.properties"]