Dockerfile

# Use a base image with Conda installed
FROM continuumio/miniconda3:latest

WORKDIR /app
COPY *requirements.txt /app/

# Clone the RoLASER repository into the container
RUN apt-get update && \
    apt-get install -y g++ && \
    apt-get install -y unzip && \
    apt-get install -y git && \
    git clone https://github.com/lydianish/RoLASER.git /app/RoLASER && \
    apt-get clean && \
    rm -rf /var/lib/apt/lists/*

# Clone the RoLASER repository into the container
WORKDIR /app/RoLASER

# Create conda environment with the required Python and GCC versions
COPY environment.yml /app/RoLASER/environment.yml
RUN conda env create -f environment.yml && \
    echo "conda activate rolaser_env" >> ~/.bashrc
ENV PATH /opt/conda/envs/rolaser_env/bin:$PATH
ENV ROLASER /app/RoLASER

# Install PyTorch 1.10.1
RUN pip3 install --no-cache-dir torch==1.10.1 torchvision==0.11.2 torchaudio==0.10.1 -f https://download.pytorch.org/whl/cu102/torch_stable.html

# Install Fairseq and dependencies
RUN git clone https://github.com/lydianish/fairseq.git /app/fairseq && \
    cd /app/fairseq && \
    git checkout rolaser && \
    pip3 install --no-cache-dir --editable . && \
    python3 setup.py build_ext --inplace && \
    pip3 install --no-cache-dir -r /app/FAIRSEQ_requirements.txt
ENV FAIRSEQ /app/fairseq

# Install LASER and dependencies
RUN git clone https://github.com/lydianish/LASER.git /app/LASER
WORKDIR /app/LASER
ENV LASER /app/LASER
RUN git checkout rolaser && \
    bash ./install_external_tools.sh && \
    pip3 install --no-cache-dir -r /app/LASER_requirements.txt

# Install other RoLASER dependencies
WORKDIR /app/RoLASER 
RUN pip3 install --no-cache-dir -r /app/ROLASER_requirements.txt

# Download models
WORKDIR /app/RoLASER/models
RUN wget https://zenodo.org/api/records/10864557/files-archive && \
    unzip files-archive && \
    mkdir $LASER/models && \
    mv laser* $LASER/models && \
    rm files-archive

# Set Python system path to find the Fairseq and LASER modules
ENV PYTHONPATH $PYTHONPATH:$FAIRSEQ
ENV PYTHONPATH $PYTHONPATH:$LASER/source

# Create a non-root user named "user" with user ID 1000
RUN useradd -m -u 1000 user
RUN chown user:user -R /app/

# Switch to the non-root user
USER user
# Set home to the user's home directory
ENV HOME /home/user
ENV PATH $HOME/.local/bin:$PATH

WORKDIR $HOME
RUN mkdir app
# Set the working directory to the user's home directory
WORKDIR $HOME/app
# Copy the current directory contents into the container at $HOME/app setting the owner to the user
COPY --chown=user:user . $HOME/app

EXPOSE 8501
CMD streamlit run app.py \
    --server.headless true \
    --server.enableCORS false \
    --server.enableXsrfProtection false \
    --server.fileWatcherType none