docker 部署 flask 项目

docker 部署 flask 项目

项目结构说明

nginx 做反向代理，gunicorn 启动 flask，flask 连接 mysql

镜像

  • nginx:1.21.3
  • mysql:8
  • flask_app(以 python 镜像为基础构建的项目镜像)

docker 版本：

  • Docker version 20.10.9
  • Docker Compose version v2.0.1

镜像说明

nginx

  1. 处理前端页面及静态文件请求；

  2. 代理 flask 的后端服务；

  3. nginx 配置

    #user  nobody;
worker_processes 4;
#error_log  logs/error.log;
#error_log  logs/error.log  notice;
#error_log  logs/error.log  info;
#pid        logs/nginx.pid;
events {
    worker_connections 1024;
}
http {
    include mime.types;
    default_type application/octet-stream;
    log_format main '$remote_addr [$request_time $upstream_response_time] [$time_local -$msec] [$request] [$request_body] '
    '$status $body_bytes_sent '
    '"$http_user_agent"'
    '$scheme $server_addr $request_uri';
    #access_log  logs/access.log  main;
    sendfile on;
    #tcp_nopush     on;
    #keepalive_timeout  0;
    keepalive_timeout 600;
    #gzip  on;
    upstream flask_app {
        server 172.16.238.10:5000;
    }
    server {
        listen 8080;
        server_name localhost;
        server_tokens off;
        # 前端页面
        location /index.html {
            root /usr/share/nginx/html/web;
            index index.html index.htm;
        }
        location /logo.png {
            root /usr/share/nginx/html/web;
            index index.html index.htm;
        }
        location /css {
            root /usr/share/nginx/html/web;
            index index.html index.htm;
        }
        location /js {
            root /usr/share/nginx/html/web;
            index index.html index.htm;
        }
        location /img {
            root /usr/share/nginx/html/web;
            index index.html index.htm;
        }
        location /fonts {
            root /usr/share/nginx/html/web;
            index index.html index.htm;
        }
        # 后端接口
        proxy_connect_timeout 600;
        proxy_read_timeout 600;
        proxy_send_timeout 600;
        location / {
            proxy_pass http://flask_app;
            proxy_redirect off;
            proxy_set_header Host $host:$server_port;
            proxy_set_header X-Real-IP $remote_addr;
            proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
            client_max_body_size 1024m;
        }
    }
}

mysql

  1. 将数据库结构和初始数据导出为 sql 脚本，启动 mysql 容器时指定执行 mysql 初始化脚本

  2. mysql 初始化脚本

    SET NAMES utf8mb4;
SET FOREIGN_KEY_CHECKS = 0;

CREATE flask_app;
USE flask_app;

-- ----------------------------
-- Table structure for student
-- ----------------------------
DROP TABLE IF EXISTS `student`;
CREATE TABLE `student`  (
  `id` int(0) NOT NULL AUTO_INCREMENT,
  `name` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NOT NULL,
  `phone_num` varchar(13) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL,
  PRIMARY KEY (`id`) USING BTREE
) ENGINE = InnoDB CHARACTER SET = utf8mb4 COLLATE = utf8mb4_0900_ai_ci ROW_FORMAT = Dynamic;

-- ----------------------------
-- Records of student
-- ----------------------------
INSERT INTO `student` VALUES (1, 'tom', '13549872211');
INSERT INTO `student` VALUES (2, 'Jerry', '13549872212');

SET FOREIGN_KEY_CHECKS = 1;

  3. mysql 配置

    [mysqld]
user=mysql
character-set-server=utf8
default_authentication_plugin=mysql_native_password
lower_case_table_names=1
secure_file_priv=/var/lib/mysql
table_definition_cache=400

[client]
default-character-set=utf8

[mysql]
default-character-set=utf8

flask_app

镜像构建方式

构建 flask app 的镜像一般有两种方式：

  1. 直接以 python 镜像为基础，创建容器，再在容器中部署完成，最后导出为镜像；
  2. 使用Dockerfile构建镜像；

第一种比较麻烦，并且每次更新代码都需要重新手动构建镜像，因此使用Dockerfile方式

gunicorn 配置

import multiprocessing


# 监听的端口
bind = "0.0.0.0:5000"
# 防止在服务器上 work 启动过多，限制 work 数量
workers = multiprocessing.cpu_count() * 2 + 1 if multiprocessing.cpu_count() * 2 + 1 <= 6 else 6
backlog = 20480
debug = False
timeout = 500
errorlog = './log/gunicorn_error.log'

启动脚本

start.sh在容器启动时运行，使用gunicorn启动 flask_app

  1. 由于在Dockerfile中配置了WORKDIR，因此start.sh的执行环境默认就在WORKDIR下
  2. 需要注意start.sh的换行符，需要设置为LF
#!/bin/bash

mkdir log
gunicorn -c gun.conf app:app --daemon

# 保留一个 bash
/bin/bash

Dockerfile 配置

# python 基础镜像版本
FROM python:3.8.12-slim

# 将代码复制到镜像中的目录下
COPY ./ /usr/local/flask_app/

# 设置工作目录，容器运行时，命令行默认就在这个目录
WORKDIR /usr/local/flask_app/

# apt-get 更换国内源
RUN sed -i 's/deb.debian.org/mirrors.ustc.edu.cn/g' /etc/apt/sources.list &&  \
    sed -i 's|security.debian.org/debian-security|mirrors.ustc.edu.cn/debian-security|g' /etc/apt/sources.list &&  \
    apt-get update

# 安装环境
RUN chmod +x start.sh \
    && apt-get install -y -q -o Acquire::http::Pipeline-Depth=0 gcc \
    && apt-get clean \
    && pip3 install -r requirements.txt -i https://pypi.douban.com/simple

# 启动容器时，执行脚本
ENTRYPOINT ["./start.sh"]

构建镜像

  1. 执行构建命令时，将项目文件放入flask_app目录下，目录结构如下：
    --- flask_app
    --- Dockerfile
    --- start.sh
    --- app.py
    --- gun.py
    --- requirements.txt
    --- ... 其他项目文件
  2. 在flask_app目录下执行docker build -t flask_app .命令创建镜像

使用 docker-compose

单独去启动容器比较麻烦，使用 docker-compose 来管理容器更加方便，需要创建docker-compose.yml文件

docker-compose 配置文件

version: '3.3'
services:
  mysql:
    image: mysql:8
    container_name: mysql_container
    restart: always
    command: bash -c "chmod 644 /etc/mysql/my.cnf && /entrypoint.sh mysqld --default-authentication-plugin=mysql_native_password"
    volumes:
      # 挂载 my.cnf 配置文件
      - ./docker_volumes/mysql/my.cnf:/etc/mysql/my.cnf
      # 初始化数据库，创建容器时会执行 init 下的 sql 语句
      - ./docker_volumes/mysql/init:/docker-entrypoint-initdb.d/
    environment:
      # 设置密码
      - 'MYSQL_ROOT_PASSWORD=1234'
      # 设置时区
      - 'TZ=Asia/Shanghai'
    ports:
      # 映射端口，如果不用外部访问可以不配置
      - 3306:3306
    logging:
      driver: 'json-file'
      options:
        max-size: '100m'
    networks:
      flask_app_net:
        ipv4_address: 172.16.238.3

  nginx:
    image: nginx:1.21.3
    container_name: nginx_container
    restart: always
    volumes:
      - ./docker_volumes/nginx/cert:/etc/nginx/cert
      - ./docker_volumes/nginx/conf/nginx.conf:/etc/nginx/nginx.conf
    ports:
      - '8080:8080'
    environment:
      - 'TZ=Asia/Shanghai'
    logging:
      driver: 'json-file'
      options:
        max-size: '100m'
    networks:
      flask_app_net:
        ipv4_address: 172.16.238.7

  flask_app:
    image: flask_app
    container_name: flask_app
    restart: always
    tty: true
    environment:
      - 'TZ=Asia/Shanghai'
    volumes:
      # 挂载目录
    logging:
      driver: 'json-file'
      options:
        max-size: '100m'
    depends_on:
      - mysql
    networks:
      flask_app_net:
        ipv4_address: 172.16.238.10

# 创建一个虚拟网络，固定每个容器的 ip
networks:
  flask-app-net:
    name: flask_app_net
    ipam:
      driver: default
      config:
        - subnet: '172.16.238.0/24'

启动

目录结构

  1. 目录结构
    --- docker_demo
    --- docker-compose.yml
    --- docker_volumes
        --- mysql
            --- init
                --- init.sql  # 数据库初始化
            --- my.cnf  # mysql 配置
        --- nginx
            --- cert  # nginx 证书
            --- conf
                --- nginx.conf  # nginx 配置文件
  2. 在docker-compose.yml同级目录下执行docker-compose up -d

项目源码

posted @ 2022-07-20 18:45  守望人间  阅读(1933)  评论(0)  编辑  收藏  举报