FROM python:3.9

WORKDIR /code

# Create a cache directory and set permissions
RUN mkdir -p /code/cache && \
    chmod -R 777 /code/cache

# Set environment variable for the Transformers cache
ENV HF_HOME=/code/cache
# Install segment-anything from GitHub
RUN pip install --no-cache-dir git+https://github.com/facebookresearch/segment-anything.git

# Install Transformers from Hugging Face GitHub
RUN pip install --no-cache-dir git+https://github.com/huggingface/transformers.git

# Install datasets
RUN pip install --no-cache-dir datasets

# Install monai
RUN pip install --no-cache-dir monai

# Install patchify
RUN pip install --no-cache-dir patchify

COPY ./requirements.txt /code/requirements.txt

RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt

COPY . .

EXPOSE 7860

CMD ["shiny", "run", "app.py", "--host", "0.0.0.0", "--port", "7860"]