# 构建阶段 FROM swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/nvidia/cuda:12.4.1-cudnn-runtime-ubuntu22.04 AS builder ENV DEBIAN_FRONTEND=noninteractive ENV TZ=Asia/Shanghai # 配置apt源为清华源 RUN sed -i 's/archive.ubuntu.com/mirrors.tuna.tsinghua.edu.cn/g' /etc/apt/sources.list && \ sed -i 's/security.ubuntu.com/mirrors.tuna.tsinghua.edu.cn/g' /etc/apt/sources.list RUN apt-get update && apt-get install -y \ software-properties-common \ curl \ build-essential \ && add-apt-repository ppa:deadsnakes/ppa \ && apt-get update \ && apt-get install -y python3.11 python3.11-dev python3.11-distutils \ && curl -sS https://bootstrap.pypa.io/get-pip.py -o get-pip.py \ && python3.11 get-pip.py -i https://pypi.tuna.tsinghua.edu.cn/simple \ && apt-get clean \ && rm -rf /var/lib/apt/lists/* # 设置Python 3.11为默认版本 RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.11 1 && \ update-alternatives --set python3 /usr/bin/python3.11 WORKDIR /producer_chat # 配置pip源为清华源 RUN pip config set global.index-url https://pypi.tuna.tsinghua.edu.cn/simple # 安装依赖 COPY requirements.txt . RUN python3 -m pip install --no-cache-dir -r requirements.txt # 最终阶段 FROM swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/nvidia/cuda:12.4.1-cudnn-runtime-ubuntu22.04 ENV DEBIAN_FRONTEND=noninteractive ENV TZ=Asia/Shanghai # 配置apt源为清华源 RUN sed -i 's/archive.ubuntu.com/mirrors.tuna.tsinghua.edu.cn/g' /etc/apt/sources.list && \ sed -i 's/security.ubuntu.com/mirrors.tuna.tsinghua.edu.cn/g' /etc/apt/sources.list RUN apt-get update && apt-get install -y \ ffmpeg \ libgl1-mesa-glx \ python3.11 \ python3.11-distutils \ && apt-get clean \ && rm -rf /var/lib/apt/lists/* # 设置Python 3.11为默认版本 RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.11 1 && \ update-alternatives --set python3 /usr/bin/python3.11 WORKDIR /producer_chat # 从构建阶段复制Python包 COPY --from=builder /usr/local/lib/python3.11/dist-packages /usr/local/lib/python3.11/dist-packages # 复制应用代码 COPY . . # 创建必要的目录 RUN mkdir -p /obscura/task/upload /obscura/task/result /obscura/task/audio_files CMD ["python3", "producer_chat.py"]