#FROM 763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-training:2.0.0-gpu-py310-cu118-ubuntu20.04-sagemaker
#change image to pytorch 2.0.1
FROM 763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-inference:2.0.1-cpu-py310-ubuntu20.04-ec2

# COPY stable-diffusion-webui /opt/ml/code/
COPY inference/serve_start /opt/ml/code/

WORKDIR /opt/ml/code

ENV ON_DOCKER true

# install libtcmalloc to solve memory leak for multi model switch
# https://github.com/AUTOMATIC1111/stable-diffusion-webui/issues/9323
# RUN apt-get install -y libtcmalloc-minimal4
ENV LD_PRELOAD /usr/lib/x86_64-linux-gnu/libtcmalloc_minimal.so.4

# update environment
RUN apt-get update -y && \
    apt-get install -y pkg-config && \
    apt-get install -y libcairo2-dev && \
    apt-get install -y file && \
    apt-get install -y libtcmalloc-minimal4 && \
    mkdir -p /opt/ml/code/tools && \
    wget https://github.com/peak/s5cmd/releases/download/v2.2.2/s5cmd_2.2.2_Linux-64bit.tar.gz -O /opt/ml/code/tools/s5cmd_2.2.2_Linux-64bit.tar.gz && \
    tar xzvf /opt/ml/code/tools/s5cmd_2.2.2_Linux-64bit.tar.gz -C /opt/ml/code/tools/ && \
    rm /opt/ml/code/tools/s5cmd_2.2.2_Linux-64bit.tar.gz && \
    pip uninstall -y torch && \
    pip uninstall -y torchvision && \
    pip uninstall -y torchaudio && \
    echo "/opt/ml/code" > "/opt/conda/lib/python3.10/site-packages/packages.pth" && \
    rm -rf /opt/conda/lib/python3.10/site-packages/* && \
    rm -rf /opt/conda/pkgs/* && \
    apt-get clean && \
    apt-get autoremove -y && \
    apt-get autoclean -y

# install pkg lib for proprocess in controlnet
# RUN apt-get install -y pkg-config && libcairo2-dev && file
# RUN apt-get install -y libtcmalloc-minimal4
#


#
# # add accelerate
# RUN mkdir -p /root/.cache/huggingface/accelerate
# COPY inference/default_config.yaml /root/.cache/huggingface/accelerate/
#
# download s5cmd

#
# RUN pip install --upgrade pip
# RUN pip install accelerate==0.19.0
# RUN pip install deepspeed==0.9.5
# RUN pip install -v -U git+https://github.com/facebookresearch/xformers.git@v0.0.20
# RUN git clone https://github.com/facebookresearch/xformers.git && cd xformers && git checkout v0.0.20 && \
# git submodule update --init --recursive && pip install -r requirements.txt && pip install -e .

# RUN wget https://aws-gcr-solutions.s3.amazonaws.com/stable-diffusion-aws-extension-github-mainline/prebuild_libs/xformers/xformer_name.txt
# RUN URL=$(cat xformer_name.txt) && wget $URL
# RUN URL=$(cat xformer_name.txt) && decoded=$(python3 -c "import urllib.parse; print(urllib.parse.unquote('''$URL'''))") && pip install $(basename $decoded)


#uninstall
# RUN pip uninstall -y awscli
# RUN find /opt/conda/lib/python3.10/site-packages/ -maxdepth 1 -mindepth 1 -type d ! -name 'pip*' -exec rm -r {} +
# RUN pip install awscli

# # patch for opencv 4.7
# # https://stackoverflow.com/questions/68886239/cannot-uninstall-numpy-1-21-2-record-file-not-found
# RUN pip install trash-cli
# RUN trash /opt/conda/lib/python3.10/site-packages/opencv_python*

#ENTRYPOINT ["python", "/opt/ml/code/quick_serve"]
ENTRYPOINT ["sh", "/opt/ml/code/serve_start"]