Docker容器服务编排利器详解

bangongJIAO1@c 发布于 2025-12-22 阅读(2)
目录
  • 一、使用Docker Compose必要性及定义
  • 二、Docker Compose应用参考资料
  • 三、Docker Compose应用最佳实践步骤
    • 3.1 概念
    • 3.2 步骤
  • 四、Docker Compose安装
    • 五、Docker Compose应用案例
      • 5.1 网站文件准备
      • 5.2 Dockerfile文件准备
      • 5.3 Compose文件准备
      • 5.4 使用docker-compose up启动容器
      • 5.5 访问

    一、使用Docker Compose必要性及定义

    用容器运行一个服务,需要使用docker run命令。但如果我要运行多个服务呢?

    假设我要运行一个web服务,还要运行一个db服务,那么是用一个容器运行,还是用多个容器运行呢?

    一个容器运行多个服务会造成镜像的复杂度提高,docker倾向于一个容器运行一个应用

    那么复杂的架构就会需要很多的容器,并且需要它们之间有关联(容器之间的依赖和连接)就更复杂了。

    这个复杂的问题需要解决,这就涉及到了**容器编排**的问题了。

    Docker容器服务编排利器详解

    • Compose
    • 编排
      • 是对多个容器进行启动和管理的方法
      • 例如:LNMT,先启动MySQL,再启动Tomcat,最后启动Nginx
    • 服务架构的演进
    • 单体服务架构
    • 分布式服务架构
    • 微服务架构
    • 超微服务架构
    • 容器编排工具
    • docker machine
    • 在虚拟机中部署docker容器引擎的工具
    • docker compose
    • 是一个用于定义和运行多容器Docker的应用程序工具
    • docker swarm
    • 是Docker Host主机批量管理及资源调度管理工具
    • mesos+marathon
    • mesos 对计算机计算资源进行管理和调度
    • marathon 服务发现及负载均衡的功能
    • kubernetes
    • google开源的容器编排工具

    二、Docker Compose应用参考资料

    网址 https://docs.docker.com/compose/

    Docker容器服务编排利器详解

    • yaml格式

    https://yaml.org/

    三、Docker Compose应用最佳实践步骤

    3.1 概念

    • 工程(project)
    • 服务 (Service)
    • 容器 (Container)

    3.2 步骤

    1.定义应用的Dockerfile文件,为了anywhere进行构建。

    2.使用docker-compose.yaml定义一套服务,这套服务可以一起在一个隔离环境中运行。

    3.使用docker-compose up就可以启动整套服务。

    四、Docker Compose安装

    Docker容器服务编排利器详解

    Docker容器服务编排利器详解

    Docker容器服务编排利器详解

    Docker容器服务编排利器详解

    # wget https://github.com/docker/compose/releases/download/v2.2.3/docker-compose-linux-x86_64
    # mv docker-compose-linux-x86_64 /usr/bin/docker-compose
    # chmod +x /usr/bin/docker-compose
    # docker-compose version
    Docker Compose version v2.2.3

    五、Docker Compose应用案例

    运行Python语言开发的网站

    5.1 网站文件准备

    # mkdir flaskproject
    [root@localhost ~]# cd flaskproject/
    [root@localhost flaskproject]#
    [root@localhost flaskproject]# vim app.py
    [root@localhost flaskproject]# cat app.py
    import time
    
    import redis
    from flask import Flask
    
    app = Flask(__name__)
    cache = redis.Redis(host='redis', port=6379)
    
    def get_hit_count():
        retries = 5
        while True:
            try:
                return cache.incr('hits')
            except redis.exceptions.ConnectionError as exc:
                if retries == 0:
                    raise exc
                retries -= 1
                time.sleep(0.5)
    
    @app.route('/')
    def hello():
        count = get_hit_count()
        return 'Hello World! I have been seen {} times.\n'.format(count)
    
    [root@localhost flaskproject]# vim requirements.txt
    [root@localhost flaskproject]# cat requirements.txt
    flask
    redis
    

    5.2 Dockerfile文件准备

    [root@localhost flaskproject]# vim Dockerfile
    [root@localhost flaskproject]# cat Dockerfile
    FROM python:3.7-alpine
    WORKDIR /code
    ENV FLASK_APP app.py
    ENV FLASK_RUN_HOST 0.0.0.0
    RUN apk add --no-cache gcc musl-dev linux-headers
    COPY requirements.txt requirements.txt
    RUN pip install -r requirements.txt
    COPY . .
    CMD ["flask", "run"]
    

    5.3 Compose文件准备

    [root@localhost flaskproject]# vim docker-compose.yaml
    [root@localhost flaskproject]# cat docker-compose.yaml
    version: '3'
    services:
      web:
        build: .
        ports:
          - "5000:5000"
      redis:
        image: "redis:alpine"
    

    5.4 使用docker-compose up启动容器

    [root@localhost flaskproject]# ls
    app.py  docker-compose.yaml  Dockerfile  requirements.txt
    
    [root@localhost flaskproject]# docker-compose up
    
    输出:
    [+] Running 7/7
     ⠿ redis Pulled                                                                         15.8s
       ⠿ 59bf1c3509f3 Pull complete                                                          2.9s
       ⠿ 719adce26c52 Pull complete                                                          3.0s
       ⠿ b8f35e378c31 Pull complete                                                          5.8s
       ⠿ d034517f789c Pull complete                                                          6.5s
       ⠿ 3772d4d76753 Pull complete                                                          6.6s
       ⠿ 211a7f52febb Pull complete                                                          6.8s
    Sending build context to Docker daemon     714B
    Step 1/9 : FROM python:3.7-alpine
    3.7-alpine: Pulling from library/python
    59bf1c3509f3: Already exists
    07a400e93df3: Already exists
    bdabb07397e1: Already exists
    cd0af01c7b70: Already exists
    d0f18e022200: Already exists
    Digest: sha256:5a776e3b5336827faf7a1c3a191b73b5b2eef4cdcfe8b94f59b79cb749a2b5d8
    Status: Downloaded newer image for python:3.7-alpine
     ---> e72b511ad78e
    Step 2/9 : WORKDIR /code
     ---> Running in 2b9d07bef719
    Removing intermediate container 2b9d07bef719
     ---> 7d39e96fadf1
    Step 3/9 : ENV FLASK_APP app.py
     ---> Running in 9bcb28bd632a
    Removing intermediate container 9bcb28bd632a
     ---> 79f656a616d5
    Step 4/9 : ENV FLASK_RUN_HOST 0.0.0.0
     ---> Running in 8470c2dbd6c2
    Removing intermediate container 8470c2dbd6c2
     ---> e212ba688fcd
    Step 5/9 : RUN apk add --no-cache gcc musl-dev linux-headers
     ---> Running in 6e9ca0766bc8
    fetch https://dl-cdn.alpinelinux.org/alpine/v3.15/main/x86_64/APKINDEX.tar.gz
    fetch https://dl-cdn.alpinelinux.org/alpine/v3.15/community/x86_64/APKINDEX.tar.gz
    (1/13) Installing libgcc (10.3.1_git20211027-r0)
    (2/13) Installing libstdc++ (10.3.1_git20211027-r0)
    (3/13) Installing binutils (2.37-r3)
    (4/13) Installing libgomp (10.3.1_git20211027-r0)
    (5/13) Installing libatomic (10.3.1_git20211027-r0)
    (6/13) Installing libgphobos (10.3.1_git20211027-r0)
    (7/13) Installing gmp (6.2.1-r1)
    (8/13) Installing isl22 (0.22-r0)
    (9/13) Installing mpfr4 (4.1.0-r0)
    (10/13) Installing mpc1 (1.2.1-r0)
    (11/13) Installing gcc (10.3.1_git20211027-r0)
    (12/13) Installing linux-headers (5.10.41-r0)
    (13/13) Installing musl-dev (1.2.2-r7)
    Executing busybox-1.34.1-r3.trigger
    OK: 143 MiB in 49 packages
    Removing intermediate container 6e9ca0766bc8
     ---> 273d4f04dfbc
    Step 6/9 : COPY requirements.txt requirements.txt
     ---> daf51c54e8ba
    Step 7/9 : RUN pip install -r requirements.txt
     ---> Running in 2aa2d30c5311
    Collecting flask
      Downloading Flask-2.0.3-py3-none-any.whl (95 kB)
    Collecting redis
      Downloading redis-4.1.3-py3-none-any.whl (173 kB)
    Collecting Jinja2>=3.0
      Downloading Jinja2-3.0.3-py3-none-any.whl (133 kB)
    Collecting itsdangerous>=2.0
      Downloading itsdangerous-2.0.1-py3-none-any.whl (18 kB)
    Collecting click>=7.1.2
      Downloading click-8.0.3-py3-none-any.whl (97 kB)
    Collecting Werkzeug>=2.0
      Downloading Werkzeug-2.0.3-py3-none-any.whl (289 kB)
    Collecting deprecated>=1.2.3
      Downloading Deprecated-1.2.13-py2.py3-none-any.whl (9.6 kB)
    Collecting packaging>=20.4
      Downloading packaging-21.3-py3-none-any.whl (40 kB)
    Collecting importlib-metadata>=1.0
      Downloading importlib_metadata-4.11.1-py3-none-any.whl (17 kB)
    Collecting wrapt<2,>=1.10
      Downloading wrapt-1.13.3-cp37-cp37m-musllinux_1_1_x86_64.whl (78 kB)
    Collecting typing-extensions>=3.6.4
      Downloading typing_extensions-4.1.1-py3-none-any.whl (26 kB)
    Collecting zipp>=0.5
      Downloading zipp-3.7.0-py3-none-any.whl (5.3 kB)
    Collecting MarkupSafe>=2.0
      Downloading MarkupSafe-2.0.1-cp37-cp37m-musllinux_1_1_x86_64.whl (30 kB)
    Collecting pyparsing!=3.0.5,>=2.0.2
      Downloading pyparsing-3.0.7-py3-none-any.whl (98 kB)
    Installing collected packages: zipp, typing-extensions, wrapt, pyparsing, MarkupSafe, importlib-metadata, Werkzeug, packaging, Jinja2, itsdangerous, deprecated, click, redis, flask
    Successfully installed Jinja2-3.0.3 MarkupSafe-2.0.1 Werkzeug-2.0.3 click-8.0.3 deprecated-1.2.13 flask-2.0.3 importlib-metadata-4.11.1 itsdangerous-2.0.1 packaging-21.3 pyparsing-3.0.7 redis-4.1.3 typing-extensions-4.1.1 wrapt-1.13.3 zipp-3.7.0
    WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv
    WARNING: You are using pip version 21.2.4; however, version 22.0.3 is available.
    You should consider upgrading via the '/usr/local/bin/python -m pip install --upgrade pip' command.
    Removing intermediate container 2aa2d30c5311
     ---> dd8f52b132f8
    Step 8/9 : COPY . .
     ---> b36938a26cf5
    Step 9/9 : CMD ["flask", "run"]
     ---> Running in 260cbfa02959
    Removing intermediate container 260cbfa02959
     ---> fa04dfec6ff2
    Successfully built fa04dfec6ff2
    Successfully tagged flaskproject_web:latest
    
    Use 'docker scan' to run Snyk tests against images to find vulnerabilities and learn how to fix them
    [+] Running 3/3
     ⠿ Network flaskproject_default    Created                                               0.1s
     ⠿ Container flaskproject-redis-1  Created                                               0.1s
     ⠿ Container flaskproject-web-1    Created                                               0.1s
    Attaching to flaskproject-redis-1, flaskproject-web-1
    flaskproject-redis-1  | 1:C 15 Feb 2022 14:14:21.696 # oO0OoO0OoO0Oo Redis is starting oO0OoO0OoO0Oo
    flaskproject-redis-1  | 1:C 15 Feb 2022 14:14:21.696 # Redis version=6.2.6, bits=64, commit=00000000, modified=0, pid=1, just started
    flaskproject-redis-1  | 1:C 15 Feb 2022 14:14:21.696 # Warning: no config file specified, using the default config. In order to specify a config file use redis-server /path/to/redis.conf
    flaskproject-redis-1  | 1:M 15 Feb 2022 14:14:21.697 * monotonic clock: POSIX clock_gettime
    flaskproject-redis-1  | 1:M 15 Feb 2022 14:14:21.698 * Running mode=standalone, port=6379.
    flaskproject-redis-1  | 1:M 15 Feb 2022 14:14:21.698 # WARNING: The TCP backlog setting of 511 cannot be enforced because /proc/sys/net/core/somaxconn is set to the lower value of 128.
    flaskproject-redis-1  | 1:M 15 Feb 2022 14:14:21.698 # Server initialized
    flaskproject-redis-1  | 1:M 15 Feb 2022 14:14:21.698 # WARNING overcommit_memory is set to 0! Background save may fail under low memory condition. To fix this issue add 'vm.overcommit_memory = 1' to /etc/sysctl.conf and then reboot or run the command 'sysctl vm.overcommit_memory=1' for this to take effect.
    flaskproject-redis-1  | 1:M 15 Feb 2022 14:14:21.698 * Ready to accept connections
    flaskproject-web-1    |  * Serving Flask app 'app.py' (lazy loading)
    flaskproject-web-1    |  * Environment: production
    flaskproject-web-1    |    WARNING: This is a development server. Do not use it in a production deployment.
    flaskproject-web-1    |    Use a production WSGI server instead.
    flaskproject-web-1    |  * Debug mode: off
    flaskproject-web-1    |  * Running on all addresses.
    flaskproject-web-1    |    WARNING: This is a development server. Do not use it in a production deployment.
    flaskproject-web-1    |  * Running on http://172.18.0.2:5000/ (Press CTRL+C to quit)
    

    5.5 访问

    Docker容器服务编排利器详解