Dockerfile

FROM python:3.9

# Pre-install numpy
RUN --mount=target=/tmp/pre-requirements.txt,source=pre-requirements.txt \
    pip install --no-cache-dir -r /tmp/pre-requirements.txt

# numpy #RUN --mount=target=pre-requirements.txt,source=pre-requirements.txt 	pip install --no-cache-dir -r pre-requirements.txt

RUN pip install --no-cache-dir pip==22.3.1 && 	pip install --no-cache-dir 	datasets 	"huggingface-hub>=0.19" "hf-transfer>=0.1.4" "protobuf<4" "click<8.1" "pydantic~=1.0"

RUN pip install --no-cache-dir 	gradio[oauth]==4.18.0 	"uvicorn>=0.14.0" 	spaces

RUN useradd -m -u 1000 user

#RUN apt-get update && apt-get install -y 	git 	git-lfs 	ffmpeg 	libsm6 	libxext6 	cmake 	libgl1-mesa-glx 	&& rm -rf /var/lib/apt/lists/* 	&& git lfs install

# Install everything else, but handle pkuseg specially
RUN --mount=target=/tmp/requirements.txt,source=requirements.txt \
    pip install --no-cache-dir -r /tmp/requirements.txt && \
    pip install --no-build-isolation "pkuseg==0.0.25"

#COPY --link --chown=1000 --from=lfs /app /home/user/app

WORKDIR /home/user/app

RUN --mount=target=/root/packages.txt,source=packages.txt 	apt-get update && 	xargs -r -a /root/packages.txt apt-get install -y 	&& rm -rf /var/lib/apt/lists/*

RUN pip freeze > /tmp/freeze.txt

COPY --link --chown=1000 ./ /home/user/app

#COPY --from=pipfreeze --link --chown=1000 /tmp/freeze.txt .

#RUN huggingface-cli download Pendrokar/TorchMoji --local-dir /root/.cache/huggingface/hub/models--Pendrokar--TorchMoji/snapshots/d438a69fc2948598f8ca851fbe5659d9348f6b07
#    && wget -O /vocabulary.json https://raw.githubusercontent.com/.../vocabulary.json
RUN mkdir -p /home/user/.cache/huggingface/hub/models--Pendrokar--TorchMoji/snapshots/d438a69fc2948598f8ca851fbe5659d9348f6b07/
RUN wget -O /home/user/.cache/huggingface/hub/models--Pendrokar--TorchMoji/snapshots/d438a69fc2948598f8ca851fbe5659d9348f6b07/vocabulary.json https://huggingface.co/Pendrokar/TorchMoji/raw/main/vocabulary.json
RUN wget -O /home/user/.cache/huggingface/hub/models--Pendrokar--TorchMoji/snapshots/d438a69fc2948598f8ca851fbe5659d9348f6b07/config.json https://huggingface.co/Pendrokar/TorchMoji/raw/main/config.json
RUN wget -O /home/user/.cache/huggingface/hub/models--Pendrokar--TorchMoji/snapshots/d438a69fc2948598f8ca851fbe5659d9348f6b07/tokenizer.json https://huggingface.co/Pendrokar/TorchMoji/raw/main/tokenizer.json
RUN wget -O /home/user/.cache/huggingface/hub/models--Pendrokar--TorchMoji/snapshots/d438a69fc2948598f8ca851fbe5659d9348f6b07/tokenizer_config.json https://huggingface.co/Pendrokar/TorchMoji/raw/main/tokenizer_config.json
# torchmoji model
RUN wget -O /home/user/.cache/huggingface/hub/models--Pendrokar--TorchMoji/snapshots/d438a69fc2948598f8ca851fbe5659d9348f6b07/pytorch_model.bin \
    https://huggingface.co/Pendrokar/TorchMoji/resolve/main/pytorch_model.bin

CMD ["python", "app.py"]