#########################################################################################
# AML-Dashboard Backend Dockerfile
#########################################################################################

FROM ubuntu:jammy

# Avoid interactions during installation
ENV DEBIAN_FRONTEND=noninteractive

# Use bash shell for compatibility
SHELL ["/bin/bash", "-c"]

ARG amlip_branch="main"

# Avoid interaction with package installations
ENV TZ=Europe/Madrid
RUN ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > /etc/timezone

# Install system dependencies
RUN apt update && \
    apt install -y software-properties-common wget git cmake g++ libasio-dev \
        libssl-dev libtinyxml2-dev libyaml-cpp-dev swig && \
    apt clean && rm -rf /var/lib/apt/lists/*

# Install Miniconda
ENV CONDA_DIR=/opt/conda
ENV PATH=$CONDA_DIR/bin:$PATH

RUN wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O /tmp/miniconda.sh && \
    chmod +x /tmp/miniconda.sh && \
    /tmp/miniconda.sh -b -p $CONDA_DIR && \
    rm /tmp/miniconda.sh && \
    conda update -n base -c defaults conda

# Create Conda environment with Python 3.11
RUN conda create -y -n aml_env python=3.11 && conda clean -afy
RUN conda install -n aml_env -y -c conda-forge libstdcxx-ng=12

# Activate Conda environment and install required Python packages
RUN bash -c "source activate aml_env && \
    pip install -U colcon-common-extensions vcstool \
        astropy==5.3.4 blinker==1.7.0 cffi==1.16.0 click==8.1.7 Flask==3.0.0 \
        Flask-Cors==4.0.0 itsdangerous==2.1.2 Jinja2==3.1.2 joblib==1.3.2 \
        keras==3.5.0 MarkupSafe==2.1.3 msgpack==1.0.7 numpy==1.26.1 \
        packaging==23.2 pandas==2.1.2 pillow==11.1.0 pycparser==2.21 \
        pyerfa==2.0.1.1 python-dateutil==2.8.2 python-mnist==0.7 \
        pytz==2023.3.post1 PyYAML==6.0.1 requests==2.32.3 scikit-learn==1.3.2 \
        scipy==1.11.3 six==1.16.0 threadpoolctl==3.2.0 tqdm==4.66.1 \
        tzdata==2023.3 Werkzeug==3.0.1 && \
    pip install tensorflow[and-cuda]"

# Install AML-IP
WORKDIR /AML-IP
RUN source activate aml_env && \
    mkdir src && \
    wget https://raw.githubusercontent.com/eProsima/AML-IP/$amlip_branch/amlip.repos && \
    vcs import src < amlip.repos && \
    cd src/amlip && \
    git checkout $amlip_branch && \
    cd ../.. && \
    colcon build

# Clone backend source code
WORKDIR /
RUN git clone https://github.com/eProsima-Private/AML-Dashboard.git

WORKDIR /AML-Dashboard/backend

# Activate Conda environment and run the backend
CMD ["bash", "-c", "source activate aml_env && source /AML-IP/install/setup.bash && python /AML-Dashboard/backend/server.py"]