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FROM ubuntu:22.04 AS stage1
# 安装 Python 3.10
RUN apt-get update && \
apt-get install -y python3.10 python3-pip
# 设置 python 和 pip 的替代版本
RUN update-alternatives --install /usr/bin/python python /usr/bin/python3.10 1 && \
update-alternatives --install /usr/bin/pip pip /usr/bin/pip3 1
# 安裝 Python 相關依賴
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"
# 安裝系統級別的依賴
RUN apt-get install -y \
git \
git-lfs \
ffmpeg \
libsm6 \
libxext6 \
cmake \
libgl1-mesa-glx \
&& git lfs install \
&& rm -rf /var/lib/apt/lists/*
FROM stage1 AS stage2
# 修改 apt-get 以使用 fakeroot,並創建非 root 用戶
RUN apt-get update && apt-get install -y fakeroot && \
mv /usr/bin/apt-get /usr/bin/.apt-get && \
echo '#!/usr/bin/env sh\nfakeroot /usr/bin/.apt-get $@' > /usr/bin/apt-get && \
chmod +x /usr/bin/apt-get && \
rm -rf /var/lib/apt/lists/* && \
useradd -m -u 1000 user
# 安裝 requirements.txt 中的依賴
COPY requirements.txt requirements.txt
RUN pip install --no-cache-dir -r requirements.txt
FROM stage2 AS stage3
# 安裝 Gradio 及相關依賴
RUN pip install --no-cache-dir \
gradio[oauth]==4.27.0 \
"uvicorn>=0.14.0"
FROM stage3 AS stage4
WORKDIR /home/user/app
COPY --chown=1000:1000 . /home/user/app
ENTRYPOINT ["python", "app.py"]