FROM ubuntu:16.04

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

RUN apt-get update && apt-get install -y --no-install-recommends \
    ca-certificates \
    cmake \
    curl \
    git \
    wget \
    vim \
    jq \
    libsm6 \
    libxext6 \
    libxrender-dev \
    build-essential \
    zlib1g-dev \
    libglib2.0-0 \
    libgl1-mesa-glx \
    openjdk-8-jdk-headless

# See http://bugs.python.org/issue19846
ENV LANG C.UTF-8

# Add arguments to achieve the version, python and url
ARG PYTHON_VERSION=2.7

RUN curl -o ~/miniconda.sh -O  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 update conda && \
     /opt/conda/bin/conda install -y python=$PYTHON_VERSION \
     numpy==1.16.4 \
     scipy==1.2.1 \
     ipython==5.8.0 \
     mkl==2019.4 \
     mkl-include==2019.4 \
     cython==0.29.12 \
     typing==3.7.4 && \
     /opt/conda/bin/conda clean -ya
ENV PATH /opt/conda/bin:$PATH

ARG PYTORCH_VERSION=1.2.0
ARG TORCHVISION_VERSION=0.4.0
ARG MMS_VERSION=1.0.7
RUN conda install -c conda-forge awscli==1.16.210 opencv==4.0.1 && \
    conda install -y scikit-learn==0.20.3 \
                     pandas==0.24.2 \
                     pillow==6.1.0 \
                     h5py==2.9.0 \
                     requests==2.22.0 && \
    conda install pytorch==$PYTORCH_VERSION torchvision==$TORCHVISION_VERSION cpuonly -c pytorch && \
    conda clean -ya && \
    pip install --upgrade pip --trusted-host pypi.org --trusted-host files.pythonhosted.org && \
    pip install mxnet-model-server==$MMS_VERSION

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

COPY docker/$PYTORCH_VERSION/py2/mms-entrypoint.py /usr/local/bin/dockerd-entrypoint.py
COPY docker/$PYTORCH_VERSION/py2/config.properties /home/model-server

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

COPY dist/sagemaker_pytorch_serving_container-1.2-py2.py3-none-any.whl /sagemaker_pytorch_serving_container-1.2-py2.py3-none-any.whl
RUN pip install --no-cache-dir /sagemaker_pytorch_serving_container-1.2-py2.py3-none-any.whl && \
    rm /sagemaker_pytorch_serving_container-1.2-py2.py3-none-any.whl

ENV SAGEMAKER_SERVING_MODULE sagemaker_pytorch_serving_container.serving:main

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