06-容器编排之Docker-Compose

Docker Compose是什么？它是Docker的编排开源组件，后被Docker收购，是当年社区内火爆程度仅次于Docker的开源项目，Docker的三架马车之一，主要用来编排docker容器。本文将简述Docker compose的使用。

1.Docker Compose组件

Compose 组件是Docker官方基于Python开发的Docker编排的组件。之前我们启动多个容器的时候，需要为每个容器编写dockerfile，分别使用docker run或者docker exec启动它们。通过Compose咱们就可以一次性在定义好多个容器，一次性启动，实现编排功能。它的两个重点内容：

docker-compose.yml： Compose的配置文件
docker-compose： Compose的命令行工具

1.1 Docker Compose安装与卸载

推荐直接下载二进制可执行文件。

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 #从github下载1.25.4版本compose
$ sudo curl -L "https://github.com/docker/compose/releases/download/1.25.4/docker-compose-$(uname -s)-$(uname -m) " -o /usr/local/bin/docker-compose 

#如果国内下载速度慢，可到下面网址下载
$ sudo curl -L "https://get.daocloud.io/docker/compose/releases/download/1.25.4/docker-compose-$(uname -s)-$(uname -m) " -o /usr/local/bin/docker-compose

# 给 docker-compose 添加可执行权限
$ sudo chmod +x /usr/local/bin/docker-compose

# 卸载 docker-compose
$ sudo rm /usr/local/bin/docker-compose

1.2 使用Compose编排flask实例

这个实例中，我们使用使用创建一个flask demo应用，使用dockerfile编写flask应用镜像，使用Compose基于dockerfile创建的flask镜像拉取一个flask容器和其依赖的redis容器。

来看下这个测试目录结构：

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[root@VM-95-141-centos flask-demo]# pwd
/root/flask-demo
[root@VM-95-141-centos flask-demo]# tree
.
|-- app.py
|-- docker-compose.yml
|-- dockerfile
└──  requirements.txt


0 directories, 4 files

在root/flask-demo下新建了4个文件，分别是app.py-flask源程序，requirements.txt-flask程序安装的依赖程序，dockerfile-构建flask镜像的dockerfile文件，docker-compose.yml-编排flask和redis容器的compose文件。

app.py - flask源程序

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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)

requirements.txt-flask程序安装的依赖程序
1 2
flask redis

dockerfile-构建flask镜像的dockerfile文件

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#设置base镜像
FROM python:3.7-alpine

#设置容器的工作目录
WORKDIR /code

#设置环境变量
ENV FLASK_APP app.py
ENV FLASK_RUN_HOST 0.0.0.0

#将当期目录下的python依赖文件copy至容器文件系统中
COPY requirements.txt requirements.txt
COPY . .

#设置镜像源，安装gcc,musl-dev和linux-headers
RUN sed -i 's/dl-cdn.alpinelinux.org/mirrors.ustc.edu.cn/g' /etc/apk/repositories \
  && apk add --no-cache gcc musl-dev linux-headers\
  && pip install -r requirements.txt

CMD ["flask", "run"]

从Python 3.7的alpine映像开始构建flask映像
将容器的工作目录设置为/code
设置flask命令使用的环境变量
复制requirements.txt并
将.项目中的当前目录复制到.映像中的工作目录/code
修改源以便快速下载安装gcc， musl-dev，linux-headers与Python依赖项
将容器的默认命令设置为flask run。

docker-compose.yml-编排flask和redis容器的compose文件

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version: '3'
services:
  web: #构建web容器
    build: . #基于当前目录下的dockfile构建镜像
    ports:
      - "5000:5000"  #隐射主机与容器端口，相当于容器的docker run -p
  redis: #构建redis容器
    image: "redis:latest" #引用官网的redis镜像

在这里，通过docker-compose.yml文件，编排了两个容器，其中第一个web容器通过build命令对dockerfile文件进行构建生成flask镜像后启动容器；第二个redis容器通过官方redis镜像构建。

通过docker-compose up启动两个容器即可。

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[root@VM-95-141-centos flask-demo]# docker-compose up
Building web
Step 1/8 : FROM python:3.7-alpine
 ---> f0c1a69798c7
Step 2/8 : WORKDIR /code
 ---> Using cache
 ---> d75b21d5a312
Step 3/8 : ENV FLASK_APP app.py
 ---> Using cache
 ---> 2a8e613c3372
Step 4/8 : ENV FLASK_RUN_HOST 0.0.0.0
 ---> Using cache
 ---> e3af59840e84
Step 5/8 : COPY requirements.txt requirements.txt
 ---> Using cache
 ---> a6b832e8d8a3
Step 6/8 : COPY . .
 ---> c6bf499fd10c
Removing intermediate container d3b237395dea
Step 7/8 : RUN sed -i 's/dl-cdn.alpinelinux.org/mirrors.ustc.edu.cn/g' /etc/apk/repositories   && apk add --no-cache gcc musl-dev linux-headers  && pip install -r requirements.txt
 ---> Running in 0e6c2354c9d2

fetch https://mirrors.ustc.edu.cn/alpine/v3.14/main/x86_64/APKINDEX.tar.gz
fetch https://mirrors.ustc.edu.cn/alpine/v3.14/community/x86_64/APKINDEX.tar.gz
(1/13) Installing libgcc (10.3.1_git20210424-r2)
(2/13) Installing libstdc++ (10.3.1_git20210424-r2)
(3/13) Installing binutils (2.35.2-r2)
(4/13) Installing libgomp (10.3.1_git20210424-r2)
(5/13) Installing libatomic (10.3.1_git20210424-r2)
(6/13) Installing libgphobos (10.3.1_git20210424-r2)
(7/13) Installing gmp (6.2.1-r0)
(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_git20210424-r2)
(12/13) Installing linux-headers (5.10.41-r0)
(13/13) Installing musl-dev (1.2.2-r3)
Executing busybox-1.33.1-r6.trigger
OK: 140 MiB in 48 packages
Collecting flask
  Downloading Flask-2.0.2-py3-none-any.whl (95 kB)
Collecting redis
  Downloading redis-3.5.3-py2.py3-none-any.whl (72 kB)
Collecting Jinja2>=3.0
  Downloading Jinja2-3.0.3-py3-none-any.whl (133 kB)
Collecting click>=7.1.2
  Downloading click-8.0.3-py3-none-any.whl (97 kB)
Collecting itsdangerous>=2.0
  Downloading itsdangerous-2.0.1-py3-none-any.whl (18 kB)
Collecting Werkzeug>=2.0
  Downloading Werkzeug-2.0.2-py3-none-any.whl (288 kB)
Collecting importlib-metadata
  Downloading importlib_metadata-4.8.2-py3-none-any.whl (17 kB)
Collecting MarkupSafe>=2.0
  Downloading MarkupSafe-2.0.1-cp37-cp37m-musllinux_1_1_x86_64.whl (30 kB)
Collecting zipp>=0.5
  Downloading zipp-3.6.0-py3-none-any.whl (5.3 kB)
Collecting typing-extensions>=3.6.4
  Downloading typing_extensions-3.10.0.2-py3-none-any.whl (26 kB)
Installing collected packages: zipp, typing-extensions, MarkupSafe, importlib-metadata, Werkzeug, Jinja2, itsdangerous, click, redis, flask
Successfully installed Jinja2-3.0.3 MarkupSafe-2.0.1 Werkzeug-2.0.2 click-8.0.3 flask-2.0.2 importlib-metadata-4.8.2 itsdangerous-2.0.1 redis-3.5.3 typing-extensions-3.10.0.2 zipp-3.6.0
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 21.3.1 is available.
You should consider upgrading via the '/usr/local/bin/python -m pip install --upgrade pip' command.
 ---> 5aa794729c32
Removing intermediate container 0e6c2354c9d2
Step 8/8 : CMD flask run
 ---> Running in 77721b2fb1c6
 ---> 71de094f6563
Removing intermediate container 77721b2fb1c6
Successfully built 71de094f6563
WARNING: Image for service web was built because it did not already exist. To rebuild this image you must use `docker-compose build` or `docker-compose up --build`.
Creating flask-demo_redis_1 ... done
Creating flask-demo_web_1   ... done
Attaching to flask-demo_redis_1, flask-demo_web_1
redis_1  | 1:C 14 Nov 2021 14:02:30.930 # oO0OoO0OoO0Oo Redis is starting oO0OoO0OoO0Oo
redis_1  | 1:C 14 Nov 2021 14:02:30.930 # Redis version=6.2.6, bits=64, commit=00000000, modified=0, pid=1, just started
redis_1  | 1:C 14 Nov 2021 14:02:30.930 # Warning: no config file specified, using the default config. In order to specify a config file use redis-server /path/to/redis.conf
redis_1  | 1:M 14 Nov 2021 14:02:30.930 * monotonic clock: POSIX clock_gettime
redis_1  | 1:M 14 Nov 2021 14:02:30.931 * Running mode=standalone, port=6379.
redis_1  | 1:M 14 Nov 2021 14:02:30.931 # WARNING: The TCP backlog setting of 511 cannot be enforced because /proc/sys/net/core/somaxconn is set to the lower value of 128.
redis_1  | 1:M 14 Nov 2021 14:02:30.931 # Server initialized
redis_1  | 1:M 14 Nov 2021 14:02:30.931 # 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.
redis_1  | 1:M 14 Nov 2021 14:02:30.938 * Ready to accept connections
web_1    |  * Serving Flask app 'app.py' (lazy loading)
web_1    |  * Environment: production
web_1    |    WARNING: This is a development server. Do not use it in a production deployment.
web_1    |    Use a production WSGI server instead.
web_1    |  * Debug mode: off
web_1    |  * Running on all addresses.
web_1    |    WARNING: This is a development server. Do not use it in a production deployment.
web_1    |  * Running on http://172.19.0.3:5000/ (Press CTRL+C to quit)

测试一下：

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[root@VM-95-141-centos flask-demo]# curl 172.19.0.3:5000
Hello World! I have been seen 1 times.
[root@VM-95-141-centos flask-demo]# curl 172.19.0.3:5000
Hello World! I have been seen 2 times.
[root@VM-95-141-centos flask-demo]# curl 172.19.0.3:5000
Hello World! I have been seen 3 times.
[root@VM-95-141-centos flask-demo]#

全文完。