docker构建python3运行环境安装flask、transformers、torch、sentencepiece、protobuf、accelerate 6个依赖

FROM debian:12.11
RUN /bin/rm -f /etc/apt/sources.list.d/debian.sources && \
    echo "deb http://mirrors.nju.edu.cn/debian/ bookworm main contrib non-free" > /etc/apt/sources.list && \
    echo "deb http://mirrors.nju.edu.cn/debian/ bookworm-updates main contrib non-free" >> /etc/apt/sources.list && \
    echo "deb http://mirrors.nju.edu.cn/debian-security bookworm-security/updates main contrib non-free" >> /etc/apt/sources.list && \
    apt-get update && \
    apt-get install -y python3 python3-pip python3-venv && \
    /bin/rm -rf /var/lib/apt/lists/* && \
    /bin/mv /usr/lib/python3.11/EXTERNALLY-MANAGED /usr/lib/python3.11/EXTERNALLY-MANAGED.bak && \
    pip install -i https://mirrors.huaweicloud.com/repository/pypi/simple --no-cache-dir flask && \
    pip install -i https://mirrors.huaweicloud.com/repository/pypi/simple --no-cache-dir transformers && \
    pip install -i https://mirrors.huaweicloud.com/repository/pypi/simple --no-cache-dir torch && \
    pip install -i https://mirrors.huaweicloud.com/repository/pypi/simple --no-cache-dir sentencepiece && \
    pip install -i https://mirrors.huaweicloud.com/repository/pypi/simple --no-cache-dir protobuf && \
    pip install -i https://mirrors.huaweicloud.com/repository/pypi/simple --no-cache-dir accelerate
WORKDIR /app

services:
  rerankmodel:
    image: python-rerankmodel:0.1
    container_name: rerankmodel
    environment:
      TZ: "Asia/Shanghai"
    volumes:
      - ./rerankmodel:/app:rw
    ports:
      - "5001:5001"
    working_dir: /app
    entrypoint: ["python3","-u","rerank.py"]