初版
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.gitignore
vendored
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.gitignore
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*.pyc
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Dockerfile
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Dockerfile
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# 使用官方Python轻量级镜像
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FROM python:3.10-slim
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# 设置工作目录
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WORKDIR /app
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# 配置国内镜像源(加速安装)
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RUN pip config set global.index-url https://pypi.tuna.tsinghua.edu.cn/simple
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# 先复制依赖文件(利用Docker缓存优化)
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COPY requirements.txt .
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# 安装依赖(禁用缓存减少体积)
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RUN pip install --no-cache-dir -r requirements.txt
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# 复制整个项目代码
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COPY . .
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# 暴露Flask默认端口
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EXPOSE 5000
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# 设置环境变量
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ENV FLASK_APP=app/main.py
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ENV FLASK_ENV=production
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# 启动应用
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CMD ["flask", "run", "--host=0.0.0.0"]
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README.md
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README.md
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# 需求
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打开文档:http://127.0.0.1:5000/apidocs/
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## 项目结构规范
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```
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algorithm-service/
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├── app/
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│ ├── __init__.py # 可选
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│ ├── main.py # 主应用
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│ └── algorithms.py # 算法实现
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├── requirements.txt # Python依赖
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├── Dockerfile # Docker构建文件
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└── README.md # 说明文档
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```
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## 镜像构建和运行
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```
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# 构建镜像(注意最后的点表示当前目录)
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docker build -t algorithm-service .
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# 后台运行(添加-d参数)
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docker run -p 5121:5000 --name python-algo-service algorithm-service
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```
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requirements.txt
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requirements.txt
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flask==3.0.3
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numpy==2.2.4
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flasgger==0.9.7.1
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werkzeug==3.0.3
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jinja2==3.1.4
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itsdangerous==2.2.0
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click==8.1.7
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