使用docker compose编排容器

一、安装docker compose

二进制包安装

1、安装 Docker Compose 从 官方 GitHub Release 处直接下载编译好的二进制文件即可

# curl -L https://github.com/docker/compose/releases/download/1.8.0/docker-compose-`uname -s`-`uname -m` > /usr/local/bin/docker-compose

[root@bogon ~]# curl -L https://github.com/docker/compose/releases/download/1.8.0/docker-compose-`uname -s`-`uname -m` > /usr/local/bin/docker-compose
  % Total    % Received % Xferd  Average Speed   Time    Time     Time  Current
                                 Dload  Upload   Total   Spent    Left  Speed
                              --:--:--  :: --:--:--
 7783k   7783k            471k        ::  :: --:--:-- 1484k
[root@bogon ~]#
[root@bogon ~]# cd /usr/local/bin/
[root@bogon bin]#
[root@bogon bin]# ls
docker-compose
[root@bogon bin]# ll
total
-rw-r--r--.  root root  Apr   : docker-compose
[root@bogon bin]#

2、并为安装脚本添加执行权限

# chmod 755 docker-compose

[root@bogon bin]# chmod  docker-compose
[root@bogon bin]#
[root@bogon bin]# ll
total
-rwxr-xr-x.  root root  Apr   : docker-compose
[root@bogon bin]#

3、查看安装是否成功

# docker-compose -v

[root@bogon bin]# docker-compose -v
docker-compose version 1.8., build f3628c7

4、对于卸载如果是二进制包方式安装的，删除二进制文件即可。

# rm -rf /usr/local/bin/docker-compose

二、使用docker-compose

1、为项目创建一个目录

# mkdir composetest

# cd composetest/

[root@localhost ~]# mkdir composetest
[root@localhost ~]#
[root@localhost ~]# cd composetest/
[root@localhost composetest]# 

2、创建一个app.py在项目目录中调用的文件：

# vi app.py

[root@localhost composetest]# vi app.py
import time

import redis
from flask import Flask

app = Flask(__name__)
cache = redis.Redis(host='redis', port=)

def get_hit_count():
    retries =
    while True:
        try:
            return cache.incr('hits')
        except redis.exceptions.ConnectionError as exc:
            if retries == :
                raise exc
            retries -=
            time.sleep(0.5)

@app.route('/')
def hello():
    count = get_hit_count()
    return 'Hello World! I have been seen {} times.\n'.format(count)

if __name__ == "__main__":
    app.run(host="0.0.0.0", debug=True)

redis是应用程序网络上redis容器的主机名。我们使用Redis的默认端口6379

3、创建requirements.txt项目目录中调用的另一个文件

# vi requirements.txt

[root@localhost composetest]# vi requirements.txt
flask
redis

4、创建dockerfile文件

# vi Dockerfile

[root@localhost composetest]# vi Dockerfile
FROM python:3.4-alpine
ADD . /code
WORKDIR /code
RUN pip install -r requirements.txt
CMD ["python", "app.py"]

说明：

FROM：从Python 3.4镜像开始构建映像

ADD：添加当前目录文件到code

WORKDIR：定义工作目录code

RUN：在构建的镜像中运行命令

CMD：将容器的默认命令设置为python app.py

5、在Compose文件中定义服务

创建docker-compose.yml

# vi docker-compose.yml

[root@localhost composetest]# vi docker-compose.yml
version: '2'
services:
  web:
    build: .
    ports:
     - "5000:5000"
  redis:
    image: "redis:alpine"

注意：官网上写的是version '3'，然后运行docker-compose up命令时报错，然后把3改成2

[root@localhost composetest]# ls
app.py  docker-compose.yml  Dockerfile  requirements.txt
[root@localhost composetest]#
[root@localhost composetest]# docker-compose -v
docker-compose version 1.8., build f3628c7
[root@localhost composetest]#
[root@localhost composetest]# docker-compose up
ERROR: Version in "./docker-compose.yml" is unsupported. You might be seeing this error because you're using the wrong Compose file version. Either specify a version of "2" (or "2.0") and place your service definitions under the `services` key, or omit the `version` key and place your service definitions at the root of the file to use version 1.
For more on the Compose file format versions, see https://docs.docker.com/compose/compose-file/

此Compose文件定义了两个服务，web和redis

该web服务使用从Dockerfile当前目录中构建的镜像

将容器上的公开端口5000转发到主机上的端口5000。

我们使用Flask Web服务器的默认端口5000

6、使用Compose构建并运行您的应用程序

从项目目录中，通过运行启动应用程序

# docker-compose up

[root@localhost composetest]# docker-compose up
Creating network "composetest_default" with the default driver
Building web
Step / : FROM python:3.4-alpine
Trying to pull repository docker.io/library/python ...
3.4-alpine: Pulling from docker.io/library/python
8e402f1a9c57: Pull complete
cda9ba2397ef: Pull complete
aafecf9bbbfd: Pull complete
bc2e7e266629: Pull complete
e1977129b756: Pull complete
Digest: sha256:c210b660e2ea553a7afa23b41a6ed112f85dbce25cbcb567c75dfe05342a4c4b
Status: Downloaded newer image for docker.io/python:3.4-alpine
 ---> c06adcf62f6e
Step / : ADD . /code
 ---> d700bcab2d17
Removing intermediate container 3f5775b19826
Step / : WORKDIR /code
 ---> eefa4e6c6f62
Removing intermediate container 8bc944b6cf72
Step / : RUN pip install -r requirements.txt
 ---> Running in 7de50b315d7c

DEPRECATION: Python 3.4 support has been deprecated. pip 19.1 will be the last one supporting it. Please upgrade your Python as Python 3.4 won't be maintained after March 2019 (cf PEP 429).
Collecting flask (from -r requirements.txt (line ))
  Downloading https://files.pythonhosted.org/packages/7f/e7/08578774ed4536d3242b14dacb4696386634607af824ea997202cd0edb4b/Flask-1.0.2-py2.py3-none-any.whl (91kB)
Collecting redis (from -r requirements.txt (line ))
  Downloading https://files.pythonhosted.org/packages/ac/a7/cff10cc5f1180834a3ed564d148fb4329c989cbb1f2e196fc9a10fa07072/redis-3.2.1-py2.py3-none-any.whl (65kB)
Collecting Werkzeug>=0.14 (from flask->-r requirements.txt (line ))
  Downloading https://files.pythonhosted.org/packages/18/79/84f02539cc181cdbf5ff5a41b9f52cae870b6f632767e43ba6ac70132e92/Werkzeug-0.15.2-py2.py3-none-any.whl (328kB)
Collecting Jinja2>=2.10 (from flask->-r requirements.txt (line ))
  Downloading https://files.pythonhosted.org/packages/1d/e7/fd8b501e7a6dfe492a433deb7b9d833d39ca74916fa8bc63dd1a4947a671/Jinja2-2.10.1-py2.py3-none-any.whl (124kB)
Collecting click>=5.1 (from flask->-r requirements.txt (line ))
  Downloading https://files.pythonhosted.org/packages/fa/37/45185cb5abbc30d7257104c434fe0b07e5a195a6847506c074527aa599ec/Click-7.0-py2.py3-none-any.whl (81kB)
Collecting itsdangerous>=0.24 (from flask->-r requirements.txt (line ))
  Downloading https://files.pythonhosted.org/packages/76/ae/44b03b253d6fade317f32c24d100b3b35c2239807046a4c953c7b89fa49e/itsdangerous-1.1.0-py2.py3-none-any.whl
Collecting MarkupSafe>=0.23 (from Jinja2>=2.10->flask->-r requirements.txt (line ))
  Downloading https://files.pythonhosted.org/packages/b9/2e/64db92e53b86efccfaea71321f597fa2e1b2bd3853d8ce658568f7a13094/MarkupSafe-1.1.1.tar.gz
Building wheels for collected packages: MarkupSafe
  Building wheel for MarkupSafe (setup.py): started
  Building wheel for MarkupSafe (setup.py): finished with status 'done'
  Stored in directory: /root/.cache/pip/wheels/f2/aa//0edf07a1b8a5f5f1aed7580fffb69ce8972edc16a505916a77
Successfully built MarkupSafe
Installing collected packages: Werkzeug, MarkupSafe, Jinja2, click, itsdangerous, flask, redis
Successfully installed Jinja2-2.10. MarkupSafe-1.1. Werkzeug-0.15. click-7.0 flask-1.0. itsdangerous-1.1. redis-3.2.
 ---> 3be612bb7eee
Removing intermediate container 7de50b315d7c
Step / : CMD python app.py
 ---> Running in c6bd8cb54574
 ---> 70884628abf7
Removing intermediate container c6bd8cb54574
Successfully built 70884628abf7
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`.
Pulling redis (redis:alpine)...
Trying to pull repository docker.io/library/redis ...
alpine: Pulling from docker.io/library/redis
8e402f1a9c57: Already exists
4c2113a1bbc9: Pull complete
a4b5ad98d179: Pull complete
779a3abe033a: Pull complete
84714e9d5602: Pull complete
8e66c4c614cb: Pull complete
Digest: sha256:a228f66132cd46a53fd818443c42458af5d6a3e1231df25184304b8e732e51c4
Status: Downloaded newer image for docker.io/redis:alpine
Creating composetest_web_1
Creating composetest_redis_1
Attaching to composetest_redis_1, composetest_web_1
redis_1  | :C  Apr  ::05.157 # oO0OoO0OoO0Oo Redis is starting oO0OoO0OoO0Oo
redis_1  | :C  Apr  ::05.158 # Redis version=5.0., bits=, commit=, modified=, pid=, just started
redis_1  | :C  Apr  ::05.158 # 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  | :M  Apr  ::05.165 * Running mode=standalone, port=.
redis_1  | :M  Apr  ::05.165 # WARNING: The TCP backlog setting of  cannot be enforced because /proc/sys/net/core/somaxconn is set to the lower value of .
redis_1  | :M  Apr  ::05.165 # Server initialized
redis_1  | :M  Apr  ::05.165 # WARNING overcommit_memory is set to ! 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  | :M  Apr  ::05.165 # WARNING you have Transparent Huge Pages (THP) support enabled in your kernel. This will create latency and memory usage issues with Redis. To fix this issue run the command 'echo never > /sys/kernel/mm/transparent_hugepage/enabled' as root, and add it to your /etc/rc.local in order to retain the setting after a reboot. Redis must be restarted after THP is disabled.
redis_1  | :M  Apr  ::05.165 * Ready to accept connections
web_1    |  * Serving Flask app "app" (lazy loading)
web_1    |  * Environment: production
web_1    |    WARNING: Do not use the development server in a production environment.
web_1    |    Use a production WSGI server instead.
web_1    |  * Debug mode: on
web_1    |  * Running on http://0.0.0.0:5000/ (Press CTRL+C to quit)
web_1    |  * Restarting with stat
web_1    |  * Debugger is active!
web_1    |  * Debugger PIN: --
web_1    | 172.18.0.1 - - [/Apr/ ::] "GET / HTTP/1.1"  -
web_1    | 172.18.0.1 - - [/Apr/ ::] "GET /favicon.ico HTTP/1.1"  -
web_1    | 172.18.0.1 - - [/Apr/ ::] "GET / HTTP/1.1"  -

页面就停留在这里了，然后打开浏览器输入地址访问

http://IP地址:5000/

刷新页面，数字应该增加。

切换到另一个终端窗口，然后键入

# docker images

查看本地镜像

[root@localhost ~]# docker images
REPOSITORY          TAG                 IMAGE ID            CREATED             SIZE
composetest_web     latest              70884628abf7         minutes ago      84.5 MB
docker.io/python    3.4-alpine          c06adcf62f6e         weeks ago         72.9 MB
docker.io/redis     alpine              07103bda7d12         weeks ago         51.6 MB

通过docker-compose down 在第二个终端的项目目录中运行，或者在启动应用程序的原始终端中按CTRL + C来停止应用程序。

web_1    | 172.18.0.1 - - [/Apr/ ::] "GET / HTTP/1.1"  -
^CGracefully stopping... (press Ctrl+C again to force)
Stopping composetest_redis_1 ... done
Stopping composetest_web_1 ... done
[root@localhost composetest]# 

7、编辑Compose文件以添加绑定装载

编辑docker-compose.yml在项目目录添加绑定安装的web服务：

# vi docker-compose.yml

version: ''
services:
  web:
    build: .
    ports:
     - "5000:5000"
    volumes:
     - .:/code
  redis:
    image: "redis:alpine"

新volumes密钥将主机上的项目目录（当前目录）/code安装到容器内部，允许您动态修改代码，而无需重建镜像。

8、使用Compose重新构建并运行应用程序

从项目目录中，键入docker-compose up以使用更新的Compose文件构建应用程序，然后运行它。

# docker-compose up

提示我这个项目正在运行，不能再次开启

[root@localhost composetest]# docker-compose up
Recreating composetest_web_1
Starting composetest_redis_1

ERROR: for web  Cannot start service web: driver failed programming external connectivity on endpoint composetest_web_1 (db4744d1208089127c52e9b1e201bfc0b94a66db86e4d266e356c15e7f24b147):  (iptables failed: iptables --wait -t nat -A DOCKER -p tcp -d / --dport  -j DNAT --to-destination 172.18.0.3: ! -i br-012aad8c1511: iptables: No chain/target/match by that name.
 (exit status ))
ERROR: Encountered errors while bringing up the project.

然后执行关闭命令

# docker-compose down

[root@localhost composetest]# docker-compose down
Stopping composetest_redis_1 ... done
Removing composetest_web_1 ... done
Removing composetest_redis_1 ... done
Removing 2386004fa63c_composetest_web_1 ... done
Removing network composetest_default
[root@localhost composetest]# 

再次开启

# docker-compose up

[root@localhost composetest]# docker-compose up
Creating network "composetest_default" with the default driver
ERROR: Failed to Setup IP tables: Unable to enable SKIP DNAT rule:  (iptables failed: iptables --wait -t nat -I DOCKER -i br-12896ecfa420 -j RETURN: iptables: No chain/target/match by that name.
 (exit status ))

又报错了，还好这个错误很常见，重启docker服务即可解决

[root@localhost composetest]# systemctl restart docker
[root@localhost composetest]#
[root@localhost composetest]# docker-compose up
Creating network "composetest_default" with the default driver
Creating composetest_web_1
Creating composetest_redis_1
Attaching to composetest_redis_1, composetest_web_1
redis_1  | :C  Apr  ::11.016 # oO0OoO0OoO0Oo Redis is starting oO0OoO0OoO0Oo
redis_1  | :C  Apr  ::11.016 # Redis version=5.0., bits=, commit=, modified=, pid=, just started
redis_1  | :C  Apr  ::11.016 # 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  | :M  Apr  ::11.018 * Running mode=standalone, port=.
redis_1  | :M  Apr  ::11.018 # WARNING: The TCP backlog setting of  cannot be enforced because /proc/sys/net/core/somaxconn is set to the lower value of .
redis_1  | :M  Apr  ::11.018 # Server initialized
redis_1  | :M  Apr  ::11.018 # WARNING overcommit_memory is set to ! 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  | :M  Apr  ::11.018 # WARNING you have Transparent Huge Pages (THP) support enabled in your kernel. This will create latency and memory usage issues with Redis. To fix this issue run the command 'echo never > /sys/kernel/mm/transparent_hugepage/enabled' as root, and add it to your /etc/rc.local in order to retain the setting after a reboot. Redis must be restarted after THP is disabled.
redis_1  | :M  Apr  ::11.018 * Ready to accept connections
web_1    |  * Serving Flask app "app" (lazy loading)
web_1    |  * Environment: production
web_1    |    WARNING: Do not use the development server in a production environment.
web_1    |    Use a production WSGI server instead.
web_1    |  * Debug mode: on
web_1    |  * Running on http://0.0.0.0:5000/ (Press CTRL+C to quit)
web_1    |  * Restarting with stat
web_1    |  * Debugger is active!
web_1    |  * Debugger PIN: --

再次浏览器访问

9、更新应用程序

由于应用程序代码现在使用卷安装到容器中，因此您可以更改其代码并立即查看更改，而无需重建镜像。

更改问候语app.py并保存。例如，将Hello World!邮件更改为Hello from Docker!：

# vi app.py

[root@localhost ~]# cd composetest/
[root@localhost composetest]#
[root@localhost composetest]# ls
app.py  docker-compose.yml  Dockerfile  requirements.txt
[root@localhost composetest]#
[root@localhost composetest]# vi app.py
import time

import redis
from flask import Flask

app = Flask(__name__)
cache = redis.Redis(host='redis', port=)

def get_hit_count():
    retries =
    while True:
        try:
            return cache.incr('hits')
        except redis.exceptions.ConnectionError as exc:
            if retries == :
                raise exc
            retries -=
            time.sleep(0.5)

@app.route('/')
def hello():
    count = get_hit_count()
    return 'Hello from Docker! I have been seen {} times.\n'.format(count)

if __name__ == "__main__":
    app.run(host="0.0.0.0", debug=True)

刷新浏览器访问

10、尝试其他一些命令

如果要在后台运行服务，可以将-d标志（用于“分离”模式）传递给docker-compose up并使用docker-compose ps以查看当前正在运行的内容：

# docker-compose up -d

# docker-compose ps

[root@localhost composetest]# docker-compose ps
       Name                      Command               State    Ports
---------------------------------------------------------------------
composetest_redis_1   docker-entrypoint.sh redis ...   Exit
composetest_web_1     python app.py                    Exit
[root@localhost composetest]#
[root@localhost composetest]# docker-compose up -d
Starting composetest_web_1
Starting composetest_redis_1
[root@localhost composetest]#
[root@localhost composetest]# docker-compose ps
       Name                      Command               State           Ports
-------------------------------------------------------------------------------------
composetest_redis_1   docker-entrypoint.sh redis ...   Up      /tcp
composetest_web_1     python app.py                    Up      0.0.0.0:->/tcp
[root@localhost composetest]# 

该docker-compose run命令允许您为服务运行一次性命令。例如，要查看web服务可用的环境变量 ：

# docker-compose run web env

[root@localhost composetest]# docker-compose run web env
PATH=/usr/local/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
HOSTNAME=931311c9a4f2
TERM=xterm
LANG=C.UTF-
GPG_KEY=97FC712E4C024BBEA48A61ED3A5CA953F73C700D
PYTHON_VERSION=3.4.
PYTHON_PIP_VERSION=19.0.
HOME=/root

参阅其他可用命令

# docker-compose --help

[root@localhost composetest]# docker-compose --help
Define and run multi-container applications with Docker.

Usage:
  docker-compose [-f <arg>...] [options] [COMMAND] [ARGS...]
  docker-compose -h|--help

Options:
  -f, --file FILE             Specify an alternate compose file (default: docker-compose.yml)
  -p, --project-name NAME     Specify an alternate project name (default: directory name)
  --verbose                   Show more output
  -v, --version               Print version and exit
  -H, --host HOST             Daemon socket to connect to

  --tls                       Use TLS; implied by --tlsverify
  --tlscacert CA_PATH         Trust certs signed only by this CA
  --tlscert CLIENT_CERT_PATH  Path to TLS certificate file
  --tlskey TLS_KEY_PATH       Path to TLS key file
  --tlsverify                 Use TLS and verify the remote
  --skip-hostname-check       Don't check the daemon's hostname against the name specified
                              in the client certificate (for example if your docker host
                              is an IP address)

Commands:
  build              Build or rebuild services
  bundle             Generate a Docker bundle from the Compose file
  config             Validate and view the compose file
  create             Create services
  down               Stop and remove containers, networks, images, and volumes
  events             Receive real time events from containers
  exec               Execute a command in a running container
  help               Get help on a command
  kill               Kill containers
  logs               View output from containers
  pause              Pause services
  port               Print the public port for a port binding
  ps                 List containers
  pull               Pulls service images
  push               Push service images
  restart            Restart services
  rm                 Remove stopped containers
  run                Run a one-off command
  scale              Set number of containers for a service
  start              Start services
  stop               Stop services
  unpause            Unpause services
  up                 Create and start containers
  version            Show the Docker-Compose version information

停止服务

# docker-compose stop

[root@localhost composetest]# docker-compose ps
       Name                      Command               State           Ports
-------------------------------------------------------------------------------------
composetest_redis_1   docker-entrypoint.sh redis ...   Up      /tcp
composetest_web_1     python app.py                    Up      0.0.0.0:->/tcp
[root@localhost composetest]#
[root@localhost composetest]# docker-compose stop
Stopping composetest_redis_1 ... done
Stopping composetest_web_1 ... done
[root@localhost composetest]#
[root@localhost composetest]# docker-compose ps
       Name                      Command               State    Ports
---------------------------------------------------------------------
composetest_redis_1   docker-entrypoint.sh redis ...   Exit
composetest_web_1     python app.py                    Exit
[root@localhost composetest]# 

完全删除容器。

# docker-compose down --volumes

--volumes：删除Redis容器使用的数据卷

[root@localhost composetest]# docker-compose down --volumes
Removing composetest_web_run_1 ... done
Removing composetest_redis_1 ... done
Removing composetest_web_1 ... done
Removing network composetest_default
[root@localhost composetest]#
[root@localhost composetest]# docker-compose ps
Name   Command   State   Ports
------------------------------
[root@localhost composetest]# 

参考博客：

https://www.cnblogs.com/ee900222/p/docker_5.html

官方文档：

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