Gitlab-ci的简易入门—基于python项目的CI演示
# 1.创建一个 python 项目
使用 github 上开源的一个 python 的 demo 项目，地址为：https://github.com/imooc-course/docker-cloud-flask-demo (opens new window)
打开自己的 gitlab，点击 New project，把项目导入。
# 2.手动部署
把项目 clone 到本地，可以先测试一下手动部署，build 镜像之后，然后启动
➜ [/Users/mac/PycharmProjects] git clone http://gitlab.example.com/root/flask-demo.git
Cloning into 'flask-demo'...
Username for 'http://gitlab.example.com': root
Password for 'http://root@gitlab.example.com':
remote: Enumerating objects: 111, done.
remote: Counting objects: 100% (111/111), done.
remote: Compressing objects: 100% (83/83), done.
remote: Total 111 (delta 29), reused 103 (delta 25), pack-reused 0
Receiving objects: 100% (111/111), 33.19 KiB | 4.74 MiB/s, done.
Resolving deltas: 100% (29/29), done.
➜ [/Users/mac/PycharmProjects] cd flask-demo
➜ [/Users/mac/PycharmProjects/flask-demo] git:(master) ll
total 64
-rw-r--r-- 1 mac staff 220B 6 14 00:37 CONTRIBUTING.md
-rw-r--r-- 1 mac staff 252B 6 14 00:37 Dockerfile
-rw-r--r-- 1 mac staff 1.1K 6 14 00:37 LICENSE
-rw-r--r-- 1 mac staff 966B 6 14 00:37 README.md
drwxr-xr-x 5 mac staff 160B 6 14 00:37 doc
-rw-r--r-- 1 mac staff 1.0K 6 14 00:37 manage.py
drwxr-xr-x 6 mac staff 192B 6 14 00:37 migrations
-rw-r--r-- 1 mac staff 435B 6 14 00:37 requirements.txt
drwxr-xr-x 4 mac staff 128B 6 14 00:37 scripts
drwxr-xr-x 5 mac staff 160B 6 14 00:37 skeleton
-rw-r--r-- 1 mac staff 65B 6 14 00:37 test-requirements.txt
drwxr-xr-x 7 mac staff 224B 6 14 00:37 tests
-rw-r--r-- 1 mac staff 1.5K 6 14 00:37 tox.ini
➜ [/Users/mac/PycharmProjects/flask-demo] git:(master) docker build -t flask-demo .
➜ [/Users/mac/PycharmProjects/flask-demo] git:(master) docker run -d -p 5000:5000 flask-demo
3a40a2b60d345bb754e1c43b01ad2da9afd9ff81f648ab51f59c960dee75b68d
➜ [/Users/mac/PycharmProjects/flask-demo] git:(master) docker ps |grep flask
3a40a2b60d34 flask-demo "sh scripts/dev.sh" 11 seconds ago Up 9 seconds 0.0.0.0:5000->5000/tcp distracted_babbage
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
浏览器输入 ip+prot
# 3.使用 gitlab 的 CI/CD 中 pipelines 进行部署
整个持续集成和持续部署的流程如下：
# 1）创建该项目所需要的 runner
有的时候我们不同的项目常常需要不同的包，为了避免我们的 gitlab-ci 服务器上的环境比较杂乱，因此我们可以使用 docker 来当作 runner 的 executor，因此我们给该项目创建了三个 runner，需要用到 python2 和 python3 的环境，因为我们注册两个不同 tags 的 runner，另外还创建了一个 tags 为 demo 的 shell 的 runner
➜ [/Users/mac] gitlab-runner register
Runtime platform arch=amd64 os=darwin pid=61621 revision=21cb397c version=13.0.1
WARNING: Running in user-mode.
WARNING: Use sudo for system-mode:
WARNING: $ sudo gitlab-runner...
Please enter the gitlab-ci coordinator URL (e.g. https://gitlab.com/):
http://gitlab.example.com/
Please enter the gitlab-ci token for this runner:
6-uZ1ndZ2NRGp8_TghnL
Please enter the gitlab-ci description for this runner:
[Double-dong.local]: gitlab-ci
Please enter the gitlab-ci tags for this runner (comma separated):
python3.4
Registering runner... succeeded runner=6-uZ1ndZ
Please enter the executor: docker+machine, kubernetes, ssh, virtualbox, docker-ssh, parallels, shell, docker-ssh+machine, custom, docker:
docker
Please enter the default Docker image (e.g. ruby:2.6):
python:3.4
Runner registered successfully. Feel free to start it, but if it's running already the config should be automatically reloaded!
➜ [/Users/mac] gitlab-runner verify
Runtime platform arch=amd64 os=darwin pid=61635 revision=21cb397c version=13.0.1
WARNING: Running in user-mode.
WARNING: Use sudo for system-mode:
WARNING: $ sudo gitlab-runner...
Verifying runner... is alive runner=NkYLeMbb
➜ [/Users/mac] gitlab-runner list
Runtime platform arch=amd64 os=darwin pid=61640 revision=21cb397c version=13.0.1
Listing configured runners ConfigFile=/Users/mac/.gitlab-runner/config.toml
gitlab-ci Executor=docker Token=NkYLeMbbpJ2NyuwxaVKG URL=http://gitlab.example.com/
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
➜ [/Users/mac] gitlab-runner register
Runtime platform arch=amd64 os=darwin pid=61621 revision=21cb397c version=13.0.1
WARNING: Running in user-mode.
WARNING: Use sudo for system-mode:
WARNING: $ sudo gitlab-runner...
Please enter the gitlab-ci coordinator URL (e.g. https://gitlab.com/):
http://gitlab.example.com/
Please enter the gitlab-ci token for this runner:
6-uZ1ndZ2NRGp8_TghnL
Please enter the gitlab-ci description for this runner:
[Double-dong.local]: gitlab-ci
Please enter the gitlab-ci tags for this runner (comma separated):
python2.7
Registering runner... succeeded runner=6-uZ1ndZ
Please enter the executor: docker+machine, kubernetes, ssh, virtualbox, docker-ssh, parallels, shell, docker-ssh+machine, custom, docker:
docker
Please enter the default Docker image (e.g. ruby:2.6):
python:2.7
Runner registered successfully. Feel free to start it, but if it's running already the config should be automatically reloaded!
➜ [/Users/mac] gitlab-runner verify
Runtime platform arch=amd64 os=darwin pid=61635 revision=21cb397c version=13.0.1
WARNING: Running in user-mode.
WARNING: Use sudo for system-mode:
WARNING: $ sudo gitlab-runner...
Verifying runner... is alive runner=NkYLeMbb
Verifying runner... is alive runner=zTq8vB36
➜ [/Users/mac] gitlab-runner list
Runtime platform arch=amd64 os=darwin pid=61640 revision=21cb397c version=13.0.1
Listing configured runners ConfigFile=/Users/mac/.gitlab-runner/config.toml
gitlab-ci Executor=docker Token=zTq8vB36pwz52sHLFygP URL=http://gitlab.example.com/
gitlab-ci Executor=docker Token=NkYLeMbbpJ2NyuwxaVKG URL=http://gitlab.example.com/
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
➜ [/Users/mac/flask-demo] git:(master) gitlab-runner register
Runtime platform arch=amd64 os=darwin pid=62471 revision=21cb397c version=13.0.1
WARNING: Running in user-mode.
WARNING: Use sudo for system-mode:
WARNING: $ sudo gitlab-runner...
Please enter the gitlab-ci coordinator URL (e.g. https://gitlab.com/):
http://gitlab.example.com/
Please enter the gitlab-ci token for this runner:
6-uZ1ndZ2NRGp8_TghnL
Please enter the gitlab-ci description for this runner:
[Double-dong.local]: gitlab-ci
Please enter the gitlab-ci tags for this runner (comma separated):
demo,test
Registering runner... succeeded runner=6-uZ1ndZ
Please enter the executor: docker+machine, docker-ssh+machine, custom, docker-ssh, parallels, virtualbox, docker, shell, ssh, kubernetes:
shell
Runner registered successfully. Feel free to start it, but if it's running already the config should be automatically reloaded!
➜ [/Users/mac] gitlab-runner verify
Runtime platform arch=amd64 os=darwin pid=61635 revision=21cb397c version=13.0.1
WARNING: Running in user-mode.
WARNING: Use sudo for system-mode:
WARNING: $ sudo gitlab-runner...
Verifying runner... is alive runner=NkYLeMbb
Verifying runner... is alive runner=zTq8vB36
Verifying runner... is alive runner=T7QSUfHs
➜ [/Users/mac] gitlab-runner list
Runtime platform arch=amd64 os=darwin pid=61640 revision=21cb397c version=13.0.1
Listing configured runners ConfigFile=/Users/mac/.gitlab-runner/config.toml
gitlab-ci Executor=docker Token=zTq8vB36pwz52sHLFygP URL=http://gitlab.example.com/
gitlab-ci Executor=docker Token=NkYLeMbbpJ2NyuwxaVKG URL=http://gitlab.example.com/
gitlab-ci Executor=shell Token=T7QSUfHsnLkgGs8HFbY4 URL=http://gitlab.example.com/
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
# 2）验证 runner 的状态
可以看到两个三个不同 tags 的 runners 已经创建好了
# 3）创建.gitlab-ci.yml
在该项目中添加.gitlab-ci.yml 文件，使用 pipelines 进行流水线部署
➜ [/Users/mac/PycharmProjects/flask-demo] git:(master) vim .gitlab-ci.yml
stages:
- style
- test
pep8:
stage: style
script:
- pip install tox
- tox -e pep8
tags:
- python2.7
unittest-py27:
stage: test
script:
- pip install tox
- tox -e py27
tags:
- python2.7
unittest-py34:
stage: test
script:
- pip install tox
- tox -e py34
tags:
- python3.4
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
# 4）ci 阶段演示
在上面我们只添加了 style 和 test，代码风格和单元测试两个阶段，我们只需要把改文件提交到 master 上则会自动触发 pipelines 的动作中定义的两个阶段
➜ [/Users/mac/PycharmProjects/flask-demo] git:(master) ✗ git add .
➜ [/Users/mac/PycharmProjects/flask-demo] git:(master) ✗ git commit -m "add .gitlan-ci.yml"
[master 19652a3] add .gitlan-ci.yml
1 file changed, 8 insertions(+)
➜ [/Users/mac/flask-demo] git:(master) git push -u origin master
Enumerating objects: 5, done.
Counting objects: 100% (5/5), done.
Delta compression using up to 8 threads
Compressing objects: 100% (3/3), done.
Writing objects: 100% (3/3), 334 bytes | 334.00 KiB/s, done.
Total 3 (delta 2), reused 0 (delta 0)
To http://gitlab.example.com/root/flask-demo.git
000dd08..19652a3 master -> master
Branch 'master' set up to track remote branch 'master' from 'origin'.
1
2
3
4
5
6
7
8
9
10
11
12
13
14
2
3
4
5
6
7
8
9
10
11
12
13
14
打开 gitlab-ci 服务器，可以看到
打开 CI/CD 里面的 pipelines 可以看到每一个 job 的运行情况和日志，当我们看到日志中有如下情况时，则证明 python2.7 的运行环境已经准备好了
可以在 gitlab-ci 服务器上看到多出来两个容器
➜ [/Users/mac/PycharmProjects/flask-demo] git:(master) docker ps |grep runner
CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES
1899fa281a09 68e7be49c28c "sh -c 'if [ -x /usr…" 4 minutes ago Up 4 minutes runner-ztq8vb36-project-1-concurrent-0-73db69ec5150d95e-build-4
6243008edbc4 8c62b065252f "sh -c 'if [ -x /usr…" 4 minutes ago Up 4 minutes runner-nkylembb-project-1-concurrent-0-441aa6544001fab6-build-4
1
2
3
4
2
3
4
等待所有阶段都完成之后可以看到 passed 的状态，则证明整个 ci 阶段是通过的
# 4 完整的 CI/CD 流程
我们在.gitlab-ci.yml 中增加一个 delpoy 阶段来进行项目的部署，但是我们为了对 master 进行保护，必须要创建一个 dev 或者 test 分支，只有当分支通过了代码检查和单元测试才能合并到 master 进行部署，因此我们需要进行如下设置
# master 分支保护
不允许任何人 push
# 分支合并要求
必须 pipeline 成功通过之后才能合并
# 创建一个 dev 分支
# 本地拉取分支
➜ [/Users/mac/PycharmProjects/flask-demo] git:(master) git fetch
From http://gitlab.example.com/root/flask-demo
* [new branch] dev -> origin/dev
➜ [/Users/mac/PycharmProjects/flask-demo] git:(master) git checkout dev
Branch 'dev' set up to track remote branch 'dev' from 'origin'.
Switched to a new branch 'dev'
➜ [/Users/mac/PycharmProjects/flask-demo] git:(dev) ll -a
total 96
drwxr-xr-x 20 mac staff 640B 6 14 15:53 .
drwxr-xr-x+ 69 mac staff 2.2K 6 14 17:28 ..
-rw-r--r-- 1 mac staff 252B 6 14 15:19 .coveragerc
drwxr-xr-x 14 mac staff 448B 6 14 17:28 .git
-rw-r--r-- 1 mac staff 1.0K 6 14 15:19 .gitignore
-rw-r--r-- 1 mac staff 379B 6 14 15:53 .gitlab-ci.yml
-rw-r--r-- 1 mac staff 196B 6 14 15:19 .travis.yml
-rw-r--r-- 1 mac staff 220B 6 14 15:19 CONTRIBUTING.md
-rw-r--r-- 1 mac staff 252B 6 14 15:19 Dockerfile
-rw-r--r-- 1 mac staff 1.1K 6 14 15:19 LICENSE
-rw-r--r-- 1 mac staff 966B 6 14 15:19 README.md
drwxr-xr-x 5 mac staff 160B 6 14 15:19 doc
-rw-r--r-- 1 mac staff 1.0K 6 14 15:19 manage.py
drwxr-xr-x 6 mac staff 192B 6 14 15:19 migrations
-rw-r--r-- 1 mac staff 435B 6 14 15:19 requirements.txt
drwxr-xr-x 4 mac staff 128B 6 14 15:19 scripts
drwxr-xr-x 5 mac staff 160B 6 14 15:19 skeleton
-rw-r--r-- 1 mac staff 65B 6 14 15:19 test-requirements.txt
drwxr-xr-x 7 mac staff 224B 6 14 15:19 tests
-rw-r--r-- 1 mac staff 1.5K 6 14 15:19 tox.ini
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
# 创建一个私有的 registry 仓库
- 使用 docker 启动
➜ [/Users/mac/PycharmProjects/flask-demo] git:(dev) ✗ docker run -d -v ~/registry:/var/lib/registry -p 5001:5000 --restart=always --name registry registry:2
➜ [/Users/mac/flask-demo] git:(dev) ✗ docker ps |grep registry
5e97715c2f59 registry:2 "/entrypoint.sh /etc…" 8 minutes ago Up About a minute 0.0.0.0:5001->5000/tcp registry
##添加本地host解析
➜ [/Users/mac/flask-demo] git:(dev) ✗ sudo vim /etc/hosts
##
# Host Database
#
# localhost is used to configure the loopback interface
# when the system is booting. Do not change this entry.
##
127.0.0.1 localhost
255.255.255.255 broadcasthost
::1 localhost
192.168.0.160 gitlab.example.com registry.example.com
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
2
3
4
5
6
7
8
9
10
11
12
13
14
15
- 修改 docker 配置文件，然后重启
- 测试
➜ [/Users/mac/flask-demo] git:(dev) ✗ docker tag busybox registry.example.com:5001/busybox
➜ [/Users/mac/flask-demo] git:(dev) ✗ docker push registry.example.com:5001/busybox
The push refers to repository [registry.example.com:5001/busybox]
1be74353c3d0: Pushed
latest: digest: sha256:fd4a8673d0344c3a7f427fe4440d4b8dfd4fa59cfabbd9098f9eb0cb4ba905d0 size: 527
1
2
3
4
5
2
3
4
5
# 修改 dev 中的.gitlab-ci.yml
➜ [/Users/mac/PycharmProjects/flask-demo] git:(dev) vim .gitlab-ci.yml
stages:
- style
- test
- delpoy
- release
pep8:
stage: style
script:
- pip install tox
- tox -e pep8
tags:
- python2.7
except:
- tags
unittest-py27:
stage: test
script:
- pip install tox
- tox -e py27
tags:
- python2.7
except:
- tags
unittest-py34:
stage: test
script:
- pip install tox
- tox -e py34
tags:
- python3.4
except:
- tags
docker-deploy:
stage: deploy
script:
- docker build -t flask-demo .
- if [ $(docker ps -aq --filter name=web )]; then docker rm -f web; fi
- docker run -d -p 5000:5000 --name web flask-demo
tags:
- demo
only:
- master
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
# 提交 dev 分支代码
➜ [/Users/mac/flask-demo] git:(dev) ✗ git add .
➜ [/Users/mac/flask-demo] git:(dev) ✗ git commit -m "change .gitlab-ci.yml"
➜ [/Users/mac/flask-demo] git:(dev) git push origin dev
Enumerating objects: 7, done.
Counting objects: 100% (7/7), done.
Delta compression using up to 8 threads
Compressing objects: 100% (4/4), done.
Writing objects: 100% (4/4), 794 bytes | 794.00 KiB/s, done.
Total 4 (delta 2), reused 0 (delta 0)
remote:
remote: To create a merge request for dev, visit:
remote: http://gitlab.example.com/root/flask-demo/-/merge_requests/new?merge_request%5Bsource_branch%5D=dev
remote:
To http://gitlab.example.com/root/flask-demo.git
19652a3..ae05ae2 dev -> dev
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
2
3
4
5
6
7
8
9
10
11
12
13
14
15
# 5.CI 实现版本发布
在.gitlab-ci.yml 中加入 release 阶段，只需要给测试环境部署没有问题的 master 分支打上一哥版本号 tags，就会重新构建镜像，然后推送到私有仓库，最终的一个交付物就是一个稳定的镜像版本，实现了版本发布
➜ [/Users/mac/PycharmProjects/flask-demo] git:(dev) vim .gitlab-ci.yml
stages:
- style
- test
- deploy
- release
pep8:
stage: style
script:
- pip install tox
- tox -e pep8
tags:
- python2.7
except:
- tags
unittest-py27:
stage: test
script:
- pip install tox
- tox -e py27
tags:
- python2.7
except:
- tags
unittest-py34:
stage: test
script:
- pip install tox
- tox -e py34
tags:
- python3.4
except:
- tags
docker-deploy:
stage: deploy
script:
- docker build -t flask-demo .
- if [ $(docker ps -aq --filter name=web)]; then docker rm -f web; fi
- docker run -d -p 5000:5000 --name web flask-demo
tags:
- demo
only:
- master
docker-images-release:
stage: release
script:
- docker build -t registry.example.com:5001/flask-demo:$CI_COMMIT_TAG .
- docker push registry.example.com:5001/flask-demo:$CI_COMMIT_TAG
tags:
- demo
only:
- tags
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
上次更新: 2025/07/19, 11:33:23
