# Use an official Python runtime as a parent image
FROM python:3.8

# Set the working directory to /content
WORKDIR /content

# Clone the repository
RUN git clone -b dev https://github.com/camenduru/DiffBIR

# Change the working directory to /content/DiffBIR
WORKDIR /content/DiffBIR

# Install Python dependencies
RUN pip install -q einops pytorch_lightning gradio omegaconf xformers==0.0.20 transformers lpips

# Install open_clip from GitHub
RUN pip install -q git+https://github.com/mlfoundations/open_clip@v2.20.0

# Install aria2
RUN apt-get update && apt-get install -y aria2

# Download checkpoint files using aria2
RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lxq007/DiffBIR/resolve/main/general_full_v1.ckpt -d /content/models -o general_full_v1.ckpt
RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lxq007/DiffBIR/resolve/main/general_swinir_v1.ckpt -d /content/models -o general_swinir_v1.ckpt

# Set up a new user named "user" with user ID 1000
RUN useradd -m -u 1000 user

# Switch to the "user" user
USER user

# Set home to the user's home directory
ENV HOME=/home/user \
    PATH=/home/user/.local/bin:$PATH

# 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 . $HOME/app

# Run the Python script inside the Docker container
CMD ["python", "gradio_diffbir.py", "--ckpt", "/content/models/general_full_v1.ckpt", "--config", "/content/DiffBIR/configs/model/cldm.yaml", "--reload_swinir", "--swinir_ckpt", "/content/models/general_swinir_v1.ckpt"]