Dockerfile-model_predict_grpc

FROM python:3.9.0

# Install common tools
RUN apt-get update -y && \
    apt-get install -y nano vim-tiny less curl unzip

# Add container content
ADD Container-Root/src/python/lib /src/python/lib
ADD Container-Root/src/python/technique/model_predict_grpc /src/python/technique/model_predict_grpc
ADD Container-Root/src/python/technique/model_sensitivity_grpc /src/python/technique/model_sensitivity_grpc
COPY Container-Root/src/python/technique/model_serve_grpc/torch_client.py /src/python/technique/model_serve_grpc/torch_client.py

# Install Python Libraries
RUN pip install --upgrade pip
RUN pip install -r /src/python/technique/model_predict_grpc/requirements.txt -U

# Configure container
ENV PYTHONPATH="/src/python:/app:${PYTHONPATH}"
RUN sed -i /etc/vim/vimrc.tiny -e 's/set compatible/set nocompatible/g'
RUN echo "alias ll='ls -alh --color=auto'" >> /root/.bashrc
RUN mkdir -p /wd /app/grpc_compiled

ENV PYDEVD_WARN_EVALUATION_TIMEOUT=36000

# Compile the Protobuf object
COPY Container-Root/src/python/technique/model_serve_grpc/model_interface.proto /app/model_interface.proto
RUN python3 -m grpc_tools.protoc -I. --proto_path=/app --python_out=/app/grpc_compiled --grpc_python_out=/app/grpc_compiled model_interface.proto


# Set work directory
WORKDIR /