docker【安装、存储、镜像、仓库、网络、监控】

 

docker-0110.0.0.51
docker-0210.0.0.52
docker-0310.0.0.53

【1】docker安装

docker-01

[root@docker-01 ~]# vim /etc/yum.conf
[main]
cachedir=/var/cache/yum/$basearch/$releasever
keepcache=1
debuglevel=2
logfile=/var/log/yum.log
exactarch=1
obsoletes=1
gpgcheck=1
plugins=1
installonly_limit=5
bugtracker_url=http://bugs.centos.org/set_project.php?project_id=23&ref=http://bugs.centos.org/bug_report_page.php?category=yum
distroverpkg=centos-release[root@docker-01 ~]# wget -O /etc/yum.repos.d/docker-ce.repo http://mirrors.tuna.tsinghua.edu.cn/docker-ce/linux/centos/docker-ce.repo
[root@docker-01 ~]# sed -i 's+donload.docker.com+mirrors.tuna.tsinghua.edu.cn/docker-ce+' /etc/yum.repos.d/docker-ce.repo
[root@docker-01 ~]# yum -y install docker-ce## 安装包的存放路径
[root@docker-01 ~]# mkdir docker-ce
[root@docker-01 ~]# find /var/cache/yum/x86_64/7/ -type f -name "*.rpm" | xargs mv -t docker-ce/[root@docker-01 ~]# docker version 
Client: Docker Engine - CommunityVersion:           24.0.4API version:       1.43Go version:        go1.20.5Git commit:        3713ee1Built:             Fri Jul  7 14:54:21 2023OS/Arch:           linux/amd64Context:           default
Cannot connect to the Docker daemon at unix:///var/run/docker.sock. Is the docker daemon running?[root@docker-01 ~]# systemctl start docker
[root@docker-01 ~]# systemctl enable docker
Created symlink from /etc/systemd/system/multi-user.target.wants/docker.service to /usr/lib/systemd/system/docker.service.[root@docker-01 ~]# tar -zcvf docker-ce.tar.gz docker-ce/
[root@docker-01 ~]# scp -rp docker-ce.tar.gz root@10.0.0.52:/root/
root@10.0.0.52's password: 
docker-ce.tar.gz

docker-02、docker-03 

[root@docker-02 ~]# tar xf docker-ce.tar.gz 
[root@docker-02 ~]# cd docker-ce/
[root@docker-02 docker-ce]# yum localinstall -y *.rpm
[root@docker-02 docker-ce]# systemctl start docker
[root@docker-02 docker-ce]# systemctl enable docker
Created symlink from /etc/systemd/system/multi-user.target.wants/docker.service to /usr/lib/systemd/system/docker.service.[root@docker-02 docker-ce]# docker version
Client: Docker Engine - CommunityVersion:           24.0.4API version:       1.43Go version:        go1.20.5Git commit:        3713ee1Built:             Fri Jul  7 14:54:21 2023OS/Arch:           linux/amd64Context:           default

【2】volume-存储

容器数据本地目录位置 

[root@docker-01 ~]# docker run -dit --name test-01 alpine:latest 
5d65a22c730e215414da92c6c79836cf4dd1402bc4b56e701f38aac84e8ab2bb[root@docker-01 ~]# docker ps -a
CONTAINER ID   IMAGE             COMMAND                  CREATED          STATUS          PORTS                                       NAMES
5d65a22c730e   alpine:latest     "/bin/sh"                8 seconds ago    Up 7 seconds                                                test-01
c6b42128a328   registry:latest   "/entrypoint.sh /etc…"   16 minutes ago   Up 11 minutes   0.0.0.0:5000->5000/tcp, :::5000->5000/tcp   registry[root@docker-01 ~]# docker exec -it test-01 /bin/sh
/ # touch test
/ # exit[root@docker-01 ~]# cd /var/lib/docker/
[root@docker-01 docker]# find ./ -type f -name "test"
./overlay2/84bae6ec2e284fa10c371fcb97e993c1f1b6d342344e8a6c839c6b0e5157d383/diff/test
./overlay2/84bae6ec2e284fa10c371fcb97e993c1f1b6d342344e8a6c839c6b0e5157d383/merged/test

 将本地目录挂载到容器中

[root@docker-01 ~]# mkdir test
[root@docker-01 ~]# docker run -dit --name test-01 -v ./test:/opt/test/ alpine:latest 
fd79df1b5127cfcd0902c4193317a8191c79f2a87a1197400ae3005ce63d7495
[root@docker-01 ~]# echo "111" > test/file[root@docker-01 ~]# docker exec -it test-01 cat opt/test/file
111

使用volume卷做数据持久化

  • 即使容器被删除, volume卷还会存在,一直保存,除非把卷删除
  • volume会将容器目录内容保存到本地,前提是卷是空内容,如果卷中有数据,他会将容器目录覆盖
  • volume也可以数据共享,支持多个容器可以挂载相同的卷
[root@docker-01 ~]# docker volume ls
DRIVER    VOLUME NAME
[root@docker-01 ~]# docker volume create test
test
[root@docker-01 ~]# docker volume ls
DRIVER    VOLUME NAME
local     test
[root@docker-01 ~]# docker run -dit --name test-01 -v test:/opt alpine:latest 
1e53144cdc60a7b26f673bd9191ce9c84fac5ff3ea22c7cc938884cb7463d3fb[root@docker-01 ~]# cd /var/lib/docker/volumes/test/_data/
[root@docker-01 _data]# mkdir ff
[root@docker-01 _data]# docker exec -it test-01 ls opt/
ff

【3】 制作镜像

dockerfile-自动制作镜像

FROM        # 使用的基础容器
RUN         # 下载服务
CMD         # 容器启动的基础命令,容易被替换
ENTPRYOINT  # 容器启动的基础命令,不能被替换,如果和CMD同时使用,CMD会成为他的参数
ADD         # 拷贝,自动解压
COPY        # 拷贝,不解压
WORKDIR     # 指定默认的工作目录
EXPOSE      # 暴露的端口
VOLUME      # 持久化卷
ENV         # 环境变量(ssh密码。数据库密码)
LABEL       # 镜像的tags
MAINTAINER  # 管理者标识

构建单服务镜像-nginx

[root@docker-01 nginx]# vim dockerfile
FROM alpine:latest
RUN apk add nginx
RUN mv /etc/nginx/http.d/default.conf /etc/nginx/http.d/default.conf_bak
COPY test.conf /etc/nginx/http.d
RUN mkdir /usr/share/nginx/html
RUN echo "TSET" >> /usr/share/nginx/html/index.html
WORKDIR /root
EXPOSE 80
VOLUME /var/log/nginx
CMD ["nginx","-g","daemon off;"][root@docker-01 nginx]# docker build -t nginx:v1 ./
[+] Building 1.0s (12/12) FINISHED                                                          docker:default=> [internal] load build definition from dockerfile                                                  0.0s=> => transferring dockerfile: 345B                                                                  0.0s=> [internal] load .dockerignore                                                                     0.0s=> => transferring context: 2B                                                                       0.0s=> [internal] load metadata for docker.io/library/alpine:latest                                      0.0s=> [1/7] FROM docker.io/library/alpine:latest                                                        0.0s=> [internal] load build context                                                                     0.0s=> => transferring context: 31B                                                                      0.0s=> CACHED [2/7] RUN apk add nginx                                                                    0.0s=> CACHED [3/7] RUN mv /etc/nginx/http.d/default.conf /etc/nginx/http.d/default.conf_bak             0.0s=> CACHED [4/7] COPY test.conf /etc/nginx/http.d                                                     0.0s=> CACHED [5/7] RUN mkdir /usr/share/nginx/html                                                      0.0s=> CACHED [6/7] RUN echo "TSET" >> /usr/share/nginx/html/index.html                                  0.0s=> [7/7] WORKDIR /root                                                                               0.0s=> exporting to image                                                                                1.0s=> => exporting layers                                                                               1.0s=> => writing image sha256:5245200f87f20a09cc398ccb99149915d04c148942fe8367fe41ff3dcba8c321          0.0s=> => naming to docker.io/library/nginx:v1   [root@docker-01 nginx]# docker images
REPOSITORY   TAG       IMAGE ID       CREATED          SIZE
nginx        v1        5245200f87f2   32 seconds ago   10.7MB[root@docker-01 nginx]# docker run -dit -p 80:80 --name nginx nginx:v1 
079dbb6b8ae89070c42da5526be09430ec68b956b00173562953a07dee0ed820
[root@docker-01 nginx]# docker ps -a
CONTAINER ID   IMAGE             COMMAND                  CREATED         STATUS         PORTS                                       NAMES
079dbb6b8ae8   nginx:v1          "nginx -g 'daemon of…"   4 seconds ago   Up 3 seconds   0.0.0.0:80->80/tcp, :::80->80/tcp           nginx[root@docker-01 nginx]# docker volume ls
DRIVER    VOLUME NAME
local     2e2c3c34b376dc4b59b0415d68a1478aee43d0c8c86f05ffab621cf6b4694ba0[root@docker-01 nginx]# ls /var/lib/docker/volumes/2e2c3c34b376dc4b59b0415d68a1478aee43d0c8c86f05ffab621cf6b4694ba0/_data/
access.log  error.log

 制作基础镜像centos:7

[root@docker-01 centos7]# vim dockerfile 
FROM scratch
ADD centos_rootfs.tar.xz /
CMD ["/bin/sh"][root@docker-01 centos7]# docker build -t centos:7 ./
[+] Building 16.6s (5/5) FINISHED                                                           docker:default=> [internal] load build definition from dockerfile                                                  0.0s=> => transferring dockerfile: 93B                                                                   0.0s=> [internal] load .dockerignore                                                                     0.0s=> => transferring context: 2B                                                                       0.0s=> [internal] load build context                                                                     0.7s=> => transferring context: 73.57MB                                                                  0.7s=> [1/1] ADD centos_rootfs.tar.xz /                                                                 14.0s=> exporting to image                                                                                1.9s=> => exporting layers                                                                               1.9s=> => writing image sha256:88149b5f20e7ac45d64059685021e08274c2459404a0fe815aa3aea66885fe89          0.0s=> => naming to docker.io/library/centos:7                                                           0.0s[root@docker-01 centos7]# docker images
REPOSITORY   TAG       IMAGE ID       CREATED          SIZE
centos       7         88149b5f20e7   10 seconds ago   402MB

 查看镜像的构建历史

[root@docker-01 centos7]# docker history centos:7 
IMAGE          CREATED              CREATED BY                              SIZE      COMMENT
88149b5f20e7   About a minute ago   CMD ["/bin/sh"]                         0B        buildkit.dockerfile.v0
<missing>      About a minute ago   ADD centos_rootfs.tar.xz / # buildkit   402MB     buildkit.dockerfile.v0

 制作nginx+ssh的镜像

[root@docker-01 nginx-ssh]# vim dockerfile
FROM centos7:v1
RUN yum -y install epel-release
RUN yum clean all
RUN yum -y install nginx
RUN yum -y install openssh-server
RUN yum -y install initscripts
RUN /usr/sbin/sshd-keygen
RUN /usr/sbin/sshd
RUN echo '111' | passwd --stdin root
ADD init.sh /init.sh
EXPOSE 80 22
WORKDIR /root
CMD ["/bin/bash","/init.sh"][root@docker-01 nginx-ssh]# vim init.sh
#!/bin/bash
nginx
/usr/sbin/sshd -D## 构建
[root@docker-01 nginx-ssh]# docker build -t nginx_ssh:v1 ./
[+] Building 40.6s (16/16) FINISHED                                                         docker:default=> [internal] load build definition from dockerfile                                                  0.0s=> => transferring dockerfile: 354B                                                                  0.0s=> [internal] load .dockerignore                                                                     0.0s=> => transferring context: 2B                                                                       0.0s=> [internal] load metadata for docker.io/library/centos7:v1                                         0.0s=> CACHED [ 1/11] FROM docker.io/library/centos7:v1                                                  0.0s=> [internal] load build context                                                                     0.0s=> => transferring context: 28B                                                                      0.0s=> [ 2/11] RUN yum -y install epel-release                                                           1.2s=> [ 3/11] RUN yum clean all                                                                         0.3s=> [ 4/11] RUN yum -y install nginx                                                                 24.3s => [ 5/11] RUN yum -y install openssh-server                                                         4.3s => [ 6/11] RUN yum -y install initscripts                                                            4.3s => [ 7/11] RUN /usr/sbin/sshd-keygen                                                                 0.2s => [ 8/11] RUN /usr/sbin/sshd                                                                        0.1s => [ 9/11] RUN echo '111' | passwd --stdin root                                                      0.1s => [10/11] ADD init.sh /init.sh                                                                      0.0s => [11/11] WORKDIR /root                                                                             0.0s => exporting to image                                                                                5.7s => => exporting layers                                                                               5.7s=> => writing image sha256:c002c1a89ce1980238236701efa0f496f25c8f925603fbfa666a4b1beee41228          0.0s=> => naming to docker.io/library/nginx_ssh:v1   [root@docker-01 nginx-ssh]# docker images
REPOSITORY   TAG       IMAGE ID       CREATED          SIZE
nginx_ssh    v1        c002c1a89ce1   55 seconds ago   1.09GB## 启动容器测试验证
[root@docker-01 nginx-ssh]# docker run -dit -P nginx_ssh:v1 
72eb999e39d4227419934fa2adbd3bb8b3be874f01350647015db149aad2d41e[root@docker-01 nginx-ssh]# docker ps -a
CONTAINER ID   IMAGE             COMMAND                  CREATED          STATUS          PORTS                                                                              NAMES
72eb999e39d4   nginx_ssh:v1      "/bin/bash /init.sh"     12 seconds ago   Up 11 seconds   0.0.0.0:32769->22/tcp, :::32769->22/tcp, 0.0.0.0:32768->80/tcp, :::32768->80/tcp   quirky_swartz[root@docker-01 nginx-ssh]# curl -I 10.0.0.51:32768
HTTP/1.1 200 OK
Server: nginx/1.20.1
Date: Thu, 03 Aug 2023 11:13:45 GMT
Content-Type: text/html
Content-Length: 4833
Last-Modified: Fri, 16 May 2014 15:12:48 GMT
Connection: keep-alive
ETag: "53762af0-12e1"
Accept-Ranges: bytes[root@docker-01 nginx-ssh]# ssh root@10.0.0.51:32769
ssh: Could not resolve hostname 10.0.0.51:32769: Name or service not known
[root@docker-01 nginx-ssh]# ssh root@10.0.0.51 -p 32769
The authenticity of host '[10.0.0.51]:32769 ([10.0.0.51]:32769)' can't be established.
ECDSA key fingerprint is af:86:56:c1:7a:91:b4:49:73:7f:93:b4:de:69:b0:a5.
Are you sure you want to continue connecting (yes/no)? yes
Warning: Permanently added '[10.0.0.51]:32769' (ECDSA) to the list of known hosts.
root@10.0.0.51's password: 
[root@72eb999e39d4 ~]# ls
[root@72eb999e39d4 ~]# 

ENTRYPOINT

  • 使用CMD,我们启动容器时还可以指定初始命令,会覆盖掉
  • CMD CMD ["/bin/bash"]
  • docker run -dit -P test:v1 sleep 10
  • 那么他的初始命令就是 sleep 10
  • 使用ENTRYPOINT指定初始命令,我们启动容器时还可以指定初始命令,会作为参数使用 ENTRYPOINT ["/bin/bash"]
  • docker run -dit -P test:v1 sleep 10
  • 那么他的初始命令就是 /bin/bash sleep 10

【4】--link

不使用link的容器,ping主机名是不通的

使用link后,会将容器的主机名和ip记录在hosts文件。

所以以后链接容器不需要使用ip地址,使用主机名,因为主机名是固定不变的,IP地址容器重启后会变化

[root@docker-01 nginx-ssh]# docker run -dit --name test-01 alpine:latest 
d2ab4cfdb93362b2a3f5bfe05e7a20d007201309792f233cc6c450349c8be747
[root@docker-01 nginx-ssh]# docker run -dit --name test-02 --link test-01:nginx alpine:latest 
9c5cc9918eb770772e94ded90e49dfa0857014eac2022790f60da9fde78da337[root@docker-01 nginx-ssh]# docker exec -it test-02 ping test-01
PING test-01 (172.17.0.3): 56 data bytes
64 bytes from 172.17.0.3: seq=0 ttl=64 time=0.104 ms
64 bytes from 172.17.0.3: seq=1 ttl=64 time=0.049 ms
^C
--- test-01 ping statistics ---
2 packets transmitted, 2 packets received, 0% packet loss
round-trip min/avg/max = 0.049/0.076/0.104 ms

【5】docker-registry(轻量级私有仓库)

启动registry仓库 

[root@docker-01 ~]# docker pull registry
Using default tag: latest
latest: Pulling from library/registry
31e352740f53: Already exists 
7f9bcf943fa5: Pull complete 
3c98a1678a82: Pull complete 
51f7a5bb21d4: Pull complete 
3f044f23c427: Pull complete 
Digest: sha256:9977826e0d1d0eccc7af97017ae41f2dbe13f2c61e4c886ec28f0fdd8c4078aa
Status: Downloaded newer image for registry:latest
docker.io/library/registry:latest[root@docker-01 ~]# docker run -dit -p 5000:5000 --name registry --restart=always -v /opt/myregistry:/var/lib/registry registry:latest
ba4e887ad630f68d761266fc568c38a363b7a16a5ed732da0d097b0367c344c7[root@docker-01 ~]# docker ps -a -l
CONTAINER ID   IMAGE             COMMAND                  CREATED          STATUS          PORTS                                       NAMES
ba4e887ad630   registry:latest   "/entrypoint.sh /etc…"   19 seconds ago   Up 17 seconds   0.0.0.0:5000->5000/tcp, :::5000->5000/tcp   registry

上传镜像 

  • 第一次推送会报错,原因是启动仓库容器时没有指定http协议,我们推送时使用的是http协议,他让使用https协议,修改配置文件,受信赖的
[root@docker-01 ~]# docker tag alpine_nginx:v1 10.0.0.51:5000/test/alpine_nginx:v1[root@docker-01 ~]# docker push 10.0.0.51:5000/test/alpine_nginx:v1 
The push refers to repository [10.0.0.51:5000/test/alpine_nginx]
Get "https://10.0.0.51:5000/v2/": http: server gave HTTP response to HTTPS client## 添加受信赖的地址
[root@docker-01 ~]# vim /etc/docker/daemon.json{"registry-mirrors": [ "http://hub-mirror.c.163.com","https://docker.mirrors.ustc.edu.cn","https://registry.docker-cn.com"],"insecure-registries": [ "10.0.0.51:5000"] 
}[root@docker-01 ~]# systemctl daemon-reload 
[root@docker-01 ~]# systemctl restart docker.service 
[root@docker-01 ~]# systemctl status docker.service ## 再次上传镜像
[root@docker-01 ~]# docker push 10.0.0.51:5000/test/alpine_nginx:v1 
The push refers to repository [10.0.0.51:5000/test/alpine_nginx]
ea6e7cf61351: Pushed 
22802b4d26c0: Pushed 
v1: digest: sha256:0b806a3059535ed9ee2d882b35bc790cabe850036eb6f32073579c059885c513 size: 740## 仓库目录,查看仓库中镜像有哪些版本
[root@docker-01 ~]# ls /opt/myregistry/docker/registry/v2/repositories/test/alpine_nginx/_manifests/tags/
v1

 

下载镜像 

[root@docker-01 ~]# docker pull 10.0.0.51:5000/test/alpine_nginx:v1
v1: Pulling from test/alpine_nginx
Digest: sha256:0b806a3059535ed9ee2d882b35bc790cabe850036eb6f32073579c059885c513
Status: Downloaded newer image for 10.0.0.51:5000/test/alpine_nginx:v1
10.0.0.51:5000/test/alpine_nginx:v1

删除仓库中的镜像 

[root@docker-01 ~]# docker exec -it registry /bin/sh## 删除repo
/ # rm -rf /var/lib/registry/docker/registry/v2/repositories/test/alpine_nginx## 清除blob,释放占用的空间
/ # registry garbage-collect /etc/docker/registry/config.yml0 blobs marked, 4 blobs and 0 manifests eligible for deletion
blob eligible for deletion: sha256:0b806a3059535ed9ee2d882b35bc790cabe850036eb6f32073579c059885c513
INFO[0000] Deleting blob: /docker/registry/v2/blobs/sha256/0b/0b806a3059535ed9ee2d882b35bc790cabe850036eb6f32073579c059885c513  go.version=go1.19.9 instance.id=6293eedf-a5eb-4961-a272-cf87d6d96821 service=registry
blob eligible for deletion: sha256:1ce4f7c3383cd71be7eab3bdbf6d981c1bc28ad8cb13bfb0d038ee56b0337279
INFO[0000] Deleting blob: /docker/registry/v2/blobs/sha256/1c/1ce4f7c3383cd71be7eab3bdbf6d981c1bc28ad8cb13bfb0d038ee56b0337279  go.version=go1.19.9 instance.id=6293eedf-a5eb-4961-a272-cf87d6d96821 service=registry
blob eligible for deletion: sha256:53c99a3b3b9e83fffdc609a144ec3dc2b7a2fe73cfc3fca4153061cfda745ff8
INFO[0000] Deleting blob: /docker/registry/v2/blobs/sha256/53/53c99a3b3b9e83fffdc609a144ec3dc2b7a2fe73cfc3fca4153061cfda745ff8  go.version=go1.19.9 instance.id=6293eedf-a5eb-4961-a272-cf87d6d96821 service=registry
blob eligible for deletion: sha256:b8c1726d143fc87168c5a6602f314b687af9e1518fdfb6465cce9791cb6ec91a
INFO[0000] Deleting blob: /docker/registry/v2/blobs/sha256/b8/b8c1726d143fc87168c5a6602f314b687af9e1518fdfb6465cce9791cb6ec91a  go.version=go1.19.9 instance.id=6293eedf-a5eb-4961-a272-cf87d6d96821 service=registry

【6】docker-harbor(企业级私有仓库)

docker-01

## 安装docker-compose
[root@docker-01 ~]# wget -O /etc/yum.repos.d/epel.repo http://mirrors.aliyun.com/repo/epel-7.repo[root@docker-01 ~]# yum -y install docker-compose[root@docker-01 ~]# mv harbor-offline-installer-v2.5.0.tgz /usr/src/
[root@docker-01 ~]# cd /usr/src/[root@docker-01 src]# tar xf harbor-offline-installer-v2.5.0.tgz
[root@docker-01 src]# cd harbor/
[root@docker-01 harbor]# cp harbor.yml.tmpl harbor.yml[root@docker-01 harbor]# vim harbor.yml
hostname: 10.0.0.51# http related config
http:# port for http, default is 80. If https enabled, this port will redirect to https portport: 80注释掉https,因为上面已经使用了http协议   
# https related config
#https:# https port for harbor, default is 443
#  port: 443# The path of cert and key files for nginx
#  certificate: /your/certificate/path
#  private_key: /your/private/key/path
.....
harbor_admin_password: admin## 安装harbor
[root@docker-01 harbor]# ./install.sh [Step 0]: checking if docker is installed ...Note: docker version: 24.0.5[Step 1]: checking docker-compose is installed ...Note: docker-compose version: 1.18.0[Step 2]: loading Harbor images ...

[root@docker-01 harbor]# docker ps -a
CONTAINER ID   IMAGE                                COMMAND                  CREATED          STATUS                             PORTS                                   NAMES
90b46e74919f   goharbor/nginx-photon:v2.5.0         "nginx -g 'daemon of…"   12 seconds ago   Up 11 seconds (health: starting)   0.0.0.0:80->8080/tcp, :::80->8080/tcp   nginx
0f9d3bf2bd1b   goharbor/harbor-jobservice:v2.5.0    "/harbor/entrypoint.…"   12 seconds ago   Up 11 seconds (health: starting)                                           harbor-jobservice
89dfacb33a8d   goharbor/harbor-core:v2.5.0          "/harbor/entrypoint.…"   12 seconds ago   Up 11 seconds (health: starting)                                           harbor-core
dfe33ae77b76   goharbor/harbor-db:v2.5.0            "/docker-entrypoint.…"   13 seconds ago   Up 11 seconds (health: starting)                                           harbor-db
a29a64e88a60   goharbor/harbor-portal:v2.5.0        "nginx -g 'daemon of…"   13 seconds ago   Up 11 seconds (health: starting)                                           harbor-portal
fc937964ac33   goharbor/redis-photon:v2.5.0         "redis-server /etc/r…"   13 seconds ago   Up 11 seconds (health: starting)                                           redis
3ec1b5c820c5   goharbor/registry-photon:v2.5.0      "/home/harbor/entryp…"   13 seconds ago   Up 11 seconds (health: starting)                                           registry
e3ecd2b0c3d3   goharbor/harbor-registryctl:v2.5.0   "/home/harbor/start.…"   13 seconds ago   Up 12 seconds (health: starting)                                           registryctl
d696cd56240c   goharbor/harbor-log:v2.5.0           "/bin/sh -c /usr/loc…"   13 seconds ago   Up 12 seconds (health: starting)   127.0.0.1:1514->10514/tcp               harbor-log

 systemctl管理harbor

[root@docker-01 harbor]# vim /usr/lib/systemd/system/harbor.service
[Unit]Description=HarborAfter=docker.service systemd-networkd.service systemd-resolved.serviceRequires=docker.serviceDocumentation=http://github.com/vmware/harbor[Service]Type=simpleRestart=on-failureRestartSec=5ExecStart=/usr/bin/docker-compose -f  /usr/src/harbor/docker-compose.yml upExecStop=/usr/bin/docker-compose -f /usr/src/harbor/docker-compose.yml down[Install]WantedBy=multi-user.target[root@docker-01 harbor]# systemctl daemon-reload 
[root@docker-01 harbor]# systemctl restart harbor.service

 docker-02:上传镜像到harbor仓库

[root@docker-02 ~]# vim /etc/docker/daemon.json 
{"registry-mirrors": ["http://hub-mirror.c.163.com","https://docker.mirrors.ustc.edu.cn","https://registry.docker-cn.com"],"insecure-registries": ["10.0.0.51:5000","10.0.0.51"]
}[root@docker-02 ~]# systemctl daemon-reload 
[root@docker-02 ~]# systemctl restart docker.service[root@docker-02 ~]# docker tag alpine:latest 10.0.0.51/library/alpine:latest[root@docker-02 ~]# docker login 10.0.0.51
Username: admin
Password: 
WARNING! Your password will be stored unencrypted in /root/.docker/config.json.
Configure a credential helper to remove this warning. See
https://docs.docker.com/engine/reference/commandline/login/#credentials-storeLogin Succeeded
[root@docker-02 ~]# docker push 10.0.0.51/library/alpine:latest 
The push refers to repository [10.0.0.51/library/alpine]
78a822fe2a2d: Pushed 
latest: digest: sha256:25fad2a32ad1f6f510e528448ae1ec69a28ef81916a004d3629874104f8a7f70 size: 528

【7】 将registry仓库的镜像迁移到harbor仓库中

 

【8】docker-网络配置 与使用

01-基础网络和自定义网络

bridge        # 默认网络,NAT模式,bridge类型网络如果想要被外界访问需要做端口映射
host          # 使用宿主机的网络,性能最高
container     # 使用其他容器公用网络,K8S中使用
none          # 没有网络,自定义

02-host网络类型:使用宿主机网络,使用宿主机的IP地址、主机名、host解析

  • 公用网络的缺点:如果宿主机把某些端口占用,容器就不能使用
[root@docker-01 harbor]# docker run -it --network host --name host alpine:latest 
/ # ip a
1: lo: <LOOPBACK,UP,LOWER_UP> mtu 65536 qdisc noqueue state UNKNOWN qlen 1link/loopback 00:00:00:00:00:00 brd 00:00:00:00:00:00inet 127.0.0.1/8 scope host lovalid_lft forever preferred_lft foreverinet6 ::1/128 scope host valid_lft forever preferred_lft forever
2: eth0: <BROADCAST,MULTICAST,UP,LOWER_UP> mtu 1500 qdisc pfifo_fast state UP qlen 1000link/ether 00:0c:29:59:33:5b brd ff:ff:ff:ff:ff:ffinet 10.0.0.51/24 brd 10.0.0.255 scope global eth0valid_lft forever preferred_lft foreverinet6 fe80::504b:4ae0:fa14:28c7/64 scope link valid_lft forever preferred_lft forever
3: docker0: <NO-CARRIER,BROADCAST,MULTICAST,UP> mtu 1500 qdisc noqueue state DOWN link/ether 02:42:44:29:af:0b brd ff:ff:ff:ff:ff:ffinet 172.17.0.1/16 brd 172.17.255.255 scope global docker0valid_lft forever preferred_lft foreverinet6 fe80::42:44ff:fe29:af0b/64 scope link valid_lft forever preferred_lft forever

 

03-container网络类型:使用其他容器相同的网络、主机名、host解析 

[root@docker-01 harbor]# docker run -dit --name test alpine:latest 
5aaf372430af13710d4bae966def3d25f67c62f28445fad1b19d1959de1f93cc
[root@docker-01 harbor]# docker run -dit --network container:test --name test-02 alpine:latest 
ebd43f2f636bec2f32e7d1ca3e20c36e4f52b0dcb3bb7df86ed1c68c8e6caddf
[root@docker-01 harbor]# docker inspect test | grep -i ipaddr"SecondaryIPAddresses": null,"IPAddress": "172.17.0.2","IPAddress": "172.17.0.2",
[root@docker-01 harbor]# docker inspect test-02 | grep -i ipaddr"SecondaryIPAddresses": null,"IPAddress": "",
[root@docker-01 harbor]# docker inspect test-02 | grep -i hostname"HostnamePath": "/var/lib/docker/containers/5aaf372430af13710d4bae966def3d25f67c62f28445fad1b19d1959de1f93cc/hostname","Hostname": "5aaf372430af",
[root@docker-01 harbor]# docker inspect test | grep -i hostname"HostnamePath": "/var/lib/docker/containers/5aaf372430af13710d4bae966def3d25f67c62f28445fad1b19d1959de1f93cc/hostname","Hostname": "5aaf372430af",

04-none网络类型:没有网络,空 

创建自定义网络类型 

[root@docker-01 harbor]# docker network ls
NETWORK ID     NAME            DRIVER    SCOPE
85f75ec95148   bridge          bridge    local
f6174556c9bd   harbor_harbor   bridge    local
e5afa29cdc9d   host            host      local
6dee573ffc75   none            null      local[root@docker-01 harbor]# docker network create -d bridge --subnet 172.18.0.0/16 --gateway 172.18.0.1 test
11c946eafd311ec4370bd5a6112fa234413b44875dd28a4ef147420f34c654c3[root@docker-01 harbor]# docker network ls
NETWORK ID     NAME            DRIVER    SCOPE
85f75ec95148   bridge          bridge    local
f6174556c9bd   harbor_harbor   bridge    local
e5afa29cdc9d   host            host      local
6dee573ffc75   none            null      local
11c946eafd31   test            bridge    local[root@docker-01 harbor]# docker run -dit --network test --name test-01 alpine:latest 
2afc379d4b918947ebe7307a78eb2ea98d489aa4ca6dbe4902c4804b4b5c1a30
[root@docker-01 harbor]# docker run -dit --network test --name test-02 alpine:latest 
413153cdecc6e87aaff2e902a6af57d48e9ad70f2cb135ef4dced2e7e02b70d8[root@docker-01 harbor]# docker inspect test-01 | grep -i ipaddr"SecondaryIPAddresses": null,"IPAddress": "","IPAddress": "172.18.0.2",
[root@docker-01 harbor]# docker inspect test-02 | grep -i ipaddr"SecondaryIPAddresses": null,"IPAddress": "","IPAddress": "172.18.0.3",[root@docker-01 harbor]# docker exec -it test-01 ping test-02
PING test-02 (172.18.0.3): 56 data bytes
64 bytes from 172.18.0.3: seq=0 ttl=64 time=0.049 ms
^C
--- test-02 ping statistics ---
1 packets transmitted, 1 packets received, 0% packet loss
round-trip min/avg/max = 0.049/0.049/0.049 ms
[root@docker-01 harbor]# docker exec -it test-02 ping test-01
PING test-01 (172.18.0.2): 56 data bytes
64 bytes from 172.18.0.2: seq=0 ttl=64 time=0.034 ms
^C
--- test-01 ping statistics ---
1 packets transmitted, 1 packets received, 0% packet loss
round-trip min/avg/max = 0.034/0.034/0.034 ms

【9】docker-none配置桥接网络

(可以通过容器IP直接访问容器中的资源) 

缺点:docker重启后就失效了

01-启动容器,使用none网络

[root@docker-01 ~]# docker run -dit --network none nginx:latest 
c65f03b113bde2f957bcc971f0705292151a9a84009a390963a12adee210e8d9[root@docker-01 ~]# docker exec -it festive_yalow hostname -I[root@docker-01 ~]#
  • 复制宿主机eth0配置为br0
  • 修改br0文件
  • 重启network
  • 通过pipework工具配置容器IP:下载地址:GitHub - jpetazzo/pipework: Software-Defined Networking tools for LXC (LinuX Containers)
[root@docker-01 ~]# cd /etc/sysconfig/network-scripts/
[root@docker-01 network-scripts]# cp ifcfg-eth0 ifcfg-br0
[root@docker-01 network-scripts]# vim ifcfg-br0 
TYPE=BRIDGE
BOOTPROTO=none
DEFROUTE=yes
PEERDNS=yes
PEERROUTES=yes
IPV4_FAILURE_FATAL=no
IPV6INIT=yes
IPV6_AUTOCONF=yes
IPV6_DEFROUTE=yes
IPV6_PEERDNS=yes
IPV6_PEERROUTES=yes
IPV6_FAILURE_FATAL=no
IPV6_ADDR_GEN_MODE=stable-privacy
NAME=br0
DEVICE=br0
ONBOOT=yes
IPADDR=10.0.0.51
NETMASK=255.255.255.0
GATEWAY=10.0.0.254
DNS1=10.0.0.254[root@docker-01 network-scripts]# systemctl restart network## 修改eth0网卡配置
## 添加BRIDGE=br0,设置访问的IP是br0网卡接收
[root@docker-01 network-scripts]# systemctl restart networ[root@docker-01 ~]# ip a| grep br0
2: eth0: <BROADCAST,MULTICAST,UP,LOWER_UP> mtu 1500 qdisc pfifo_fast master br0 state UP qlen 1000
162: br0: <BROADCAST,MULTICAST,UP,LOWER_UP> mtu 1500 qdisc noqueue state UP qlen 1000inet 10.0.0.51/24 brd 10.0.0.255 scope global br0
[root@docker-01 ~]# ip a| grep eth0
2: eth0: <BROADCAST,MULTICAST,UP,LOWER_UP> mtu 1500 qdisc pfifo_fast master br0 state UP qlen 1000

 

[root@docker-01 ~]# yum -y install unzip[root@docker-01 ~]# unzip pipework-master.zip
Archive:  pipework-master.zip
fb03d42746a31729f3e3ddd4963e4eeaeed76714creating: pipework-master/extracting: pipework-master/.gitignore  inflating: pipework-master/LICENSE  inflating: pipework-master/README.md  inflating: pipework-master/docker-compose.yml  creating: pipework-master/doctoc/inflating: pipework-master/doctoc/Dockerfile  inflating: pipework-master/pipework  inflating: pipework-master/pipework.spec  [root@docker-01 ~]# mv pipework-master /usr/src/
[root@docker-01 ~]# ln -s /usr/src/pipework-master/pipework /usr/local/bin/
[root@docker-01 ~]# which pipwork
/usr/bin/which: no pipwork in (/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/root/bin)[root@docker-01 ~]# pipework br0 festive_yalow 10.0.0.10/24@10.0.0.254
[root@docker-01 ~]# docker exec -it festive_yalow hostname -I
10.0.0.10 
[root@docker-01 ~]#

【10】docker-macvlan(跨宿主机容器之间相互通讯)

  • macvlan的缺点:宿主机无法访问到容器,大规模使用非常麻烦,也不会解决IP冲突的问题
## docker-01 创建macvlan[root@docker-01 ~]# docker network ls
NETWORK ID     NAME      DRIVER    SCOPE
e8c1e9f4cb1b   bridge    bridge    local
e5afa29cdc9d   host      host      local
6dee573ffc75   none      null      local
[root@docker-01 ~]#[root@docker-01 ~]# docker network create -d macvlan --subnet 10.0.0.0/24 --gateway 10.0.0.254 -o parent=eth0 macvlan-01
ef4be34e90d59c1966451b6e79b1e321d46bd3b7f9bbf8bc56ecf32fd5cd3419[root@docker-01 ~]# docker network ls
NETWORK ID     NAME         DRIVER    SCOPE
e8c1e9f4cb1b   bridge       bridge    local
e5afa29cdc9d   host         host      local
ef4be34e90d5   macvlan-01   macvlan   local
6dee573ffc75   none         null      local## docker-02 创建macvlan[root@docker-02 ~]# docker network ls
NETWORK ID     NAME      DRIVER    SCOPE
e2dc92e248a6   bridge    bridge    local
8128c95017cd   host      host      local
95f3f6f65a18   none      null      local
[root@docker-02 ~]#[root@docker-02 ~]# docker network create -d macvlan --subnet 10.0.0.0/24 --gateway 10.0.0.254 -o parent=eth0 macvlan-01
32a1ca08b526e0651f9a53120e9d6e451076e1d270605f4c8a9c39b3ddd1d91c[root@docker-02 ~]# docker network ls
NETWORK ID     NAME         DRIVER    SCOPE
e2dc92e248a6   bridge       bridge    local
8128c95017cd   host         host      local
32a1ca08b526   macvlan-01   macvlan   local
95f3f6f65a18   none         null      local## docker-01启动容器,容器固定使用IP地址[root@docker-01 ~]# docker run -dit --network macvlan-01 --ip 10.0.0.100 alpine:latest 
18cee62da7666e7348b7d43d45a087beed1786b1a60a32252cca71fc9412f411[root@docker-01 ~]# docker ps -a
CONTAINER ID   IMAGE           COMMAND     CREATED         STATUS         PORTS     NAMES
18cee62da766   alpine:latest   "/bin/sh"   6 seconds ago   Up 4 seconds             amazing_dhawan[root@docker-01 ~]# docker inspect amazing_dhawan | grep  -i ipaddr"SecondaryIPAddresses": null,"IPAddress": "","IPAddress": "10.0.0.100",## docker-02启动容器,容器固定使用IP地址[root@docker-02 ~]# docker run -dit --network macvlan-01 --ip 10.0.0.111 alpine:latest 
87ed8fe21caa986eb05581789ce8205e30b2b5f81fc2e5793fbb79210d7d7a01[root@docker-02 ~]# docker ps -a
CONTAINER ID   IMAGE           COMMAND     CREATED         STATUS         PORTS     NAMES
87ed8fe21caa   alpine:latest   "/bin/sh"   5 seconds ago   Up 3 seconds             charming_khorana[root@docker-02 ~]# docker inspect charming_khorana | grep -i ipaddr"SecondaryIPAddresses": null,"IPAddress": "","IPAddress": "10.0.0.111",

 访问测试-外界访问容器 

测试访问-macvlan网络缺点:容器访问外界或宿主机是不通的 

【11】docker-weave(跨宿主机网络、第三方网络插件)

docker-01安装weave插件

[root@docker-01 ~]# docker network ls
NETWORK ID     NAME      DRIVER    SCOPE
1cbbe7acab5c   bridge    bridge    local
e5afa29cdc9d   host      host      local
6dee573ffc75   none      null      local[root@docker-01 ~]# wget https://gitcode.net/mirrors/weaveworks/weave/-/archive/latest_release/weave-latest_release.tar.gz[root@docker-01 ~]# tar xf weave-latest_release.tar.gz -C /usr/src/
[root@docker-01 ~]# cd /usr/src/weave-latest_release/[root@docker-01 weave-latest_release]# cp weave /usr/local/bin/[root@docker-01 weave-latest_release]# which weave 
/usr/local/bin/weave## 安装weave[root@docker-01 weave-latest_release]# weave version
weave script unreleased
Unable to find image 'weaveworks/weaveexec:latest' locally
latest: Pulling from weaveworks/weaveexec
21c83c524219: Pull complete 
02ec35b6f627: Pull complete 
c40f141adde9: Pull complete 
a63db11be476: Pull complete 
e8d3a1b4fb09: Pull complete 
a32777c54c9c: Pull complete 
62ae831e3996: Pull complete 
4dce36b0e389: Pull complete 
6f3464413eb4: Pull complete 
Digest: sha256:847cdb3eb0d38ff6590b6066ec0f6b02ced47c1d76a78f3f93d8ca6145aecaa5
Status: Downloaded newer image for weaveworks/weaveexec:latest
weave git-34de0b10a69c## 启动[root@docker-01 weave-latest_release]# weave launch
latest: Pulling from weaveworks/weave
latest: Pulling from weaveworks/weave
21c83c524219: Already exists 
02ec35b6f627: Already exists 
c40f141adde9: Already exists 
a63db11be476: Already exists 
e8d3a1b4fb09: Already exists 
Digest: sha256:a4f1dd7b4fcd3a391c165f1ab20c5f72330c22fe0918c899be67763717bb2a28
Status: Downloaded newer image for weaveworks/weave:latest
docker.io/weaveworks/weave:latest
latest: Pulling from weaveworks/weavedb
a53a673d456f: Pull complete 
Digest: sha256:69451a2121b288e09329241de9401af1aeddd05d93f145764bbb735a4ea05c76
Status: Downloaded newer image for weaveworks/weavedb:latest
docker.io/weaveworks/weavedb:latest
d0c0b0e24094755002c7338d101a656e5c511af932a55014a5cb8a3439530f17[root@docker-01 weave-latest_release]# docker ps -a
CONTAINER ID   IMAGE                         COMMAND                  CREATED          STATUS          PORTS     NAMES
d0c0b0e24094   weaveworks/weave:latest       "/home/weave/weaver …"   31 seconds ago   Up 30 seconds             weave
4dc0487ac570   weaveworks/weaveexec:latest   "data-only"              31 seconds ago   Created                   weavevolumes-latest
957be4362c63   weaveworks/weavedb:latest     "data-only"              31 seconds ago   Created                   weavedb[root@docker-01 weave-latest_release]# docker network ls
NETWORK ID     NAME      DRIVER      SCOPE
1cbbe7acab5c   bridge    bridge      local
e5afa29cdc9d   host      host        local
6dee573ffc75   none      null        local
b9fde5aa55c8   weave     weavemesh   local

docker-02安装weave 插件

[root@docker-02 ~]# docker network ls
NETWORK ID     NAME      DRIVER    SCOPE
e2dc92e248a6   bridge    bridge    local
8128c95017cd   host      host      local
95f3f6f65a18   none      null      local[root@docker-02 ~]# wget https://gitcode.net/mirrors/weaveworks/weave/-/archive/latest_release/weave-latest_release.tar.gz[root@docker-02 ~]# tar xf weave-latest_release.tar.gz -C /usr/src/
[root@docker-02 ~]# cd /usr/src/weave-latest_release/[root@docker-02 weave-latest_release]# cp weave /usr/local/bin/
[root@docker-02 weave-latest_release]# which weave 
/usr/local/bin/weave## 安装weave[root@docker-02 weave-latest_release]# weave version
weave script unreleased
Unable to find image 'weaveworks/weaveexec:latest' locally
latest: Pulling from weaveworks/weaveexec
21c83c524219: Pull complete 
02ec35b6f627: Pull complete 
c40f141adde9: Pull complete 
a63db11be476: Pull complete 
e8d3a1b4fb09: Pull complete 
a32777c54c9c: Pull complete 
62ae831e3996: Pull complete 
4dce36b0e389: Pull complete 
6f3464413eb4: Pull complete 
Digest: sha256:847cdb3eb0d38ff6590b6066ec0f6b02ced47c1d76a78f3f93d8ca6145aecaa5
Status: Downloaded newer image for weaveworks/weaveexec:latest
weave git-34de0b10a69c## 启动weave[root@docker-02 weave-latest_release]# weave launch
latest: Pulling from weaveworks/weave
latest: Pulling from weaveworks/weave
21c83c524219: Already exists 
02ec35b6f627: Already exists 
c40f141adde9: Already exists 
a63db11be476: Already exists 
e8d3a1b4fb09: Already exists 
Digest: sha256:a4f1dd7b4fcd3a391c165f1ab20c5f72330c22fe0918c899be67763717bb2a28
Status: Downloaded newer image for weaveworks/weave:latest
docker.io/weaveworks/weave:latest
latest: Pulling from weaveworks/weavedb
a53a673d456f: Pull complete 
Digest: sha256:69451a2121b288e09329241de9401af1aeddd05d93f145764bbb735a4ea05c76
Status: Downloaded newer image for weaveworks/weavedb:latest
docker.io/weaveworks/weavedb:latest
1cf777979aaf506941f53e67ea0349458b8a285f745b9bdd116f06c98c81a0c9[root@docker-02 weave-latest_release]# docker ps -a
CONTAINER ID   IMAGE                         COMMAND                  CREATED         STATUS         PORTS     NAMES
1cf777979aaf   weaveworks/weave:latest       "/home/weave/weaver …"   8 seconds ago   Up 7 seconds             weave
d1855505eee5   weaveworks/weaveexec:latest   "data-only"              8 seconds ago   Created                  weavevolumes-latest
c7830a306f15   weaveworks/weavedb:latest     "data-only"              8 seconds ago   Created                  weavedb[root@docker-02 weave-latest_release]# docker network ls
NETWORK ID     NAME      DRIVER      SCOPE
e2dc92e248a6   bridge    bridge      local
8128c95017cd   host      host        local
95f3f6f65a18   none      null        local
f68122130ccc   weave     weavemesh   local

将各个宿主机的weave互联

## docker-01 执行[root@docker-01 weave-latest_release]# weave connect 10.0.0.52
[root@docker-01 weave-latest_release]# ## docker-02 执行[root@docker-02 weave-latest_release]# weave connect 10.0.0.51
[root@docker-02 weave-latest_release]#

 docker-01启动一个容器,为容器划分网络

[root@docker-01 ~]# docker run -dit --name test-01 alpine:latest 
b0f74c404f9011c35a8a1450c6c38100f7350e5f82cbceafe7eff352e2b296a9[root@docker-01 ~]# weave attach 172.10.3.23/24 test-01
172.10.3.23[root@docker-01 ~]# docker exec -it test-01 ip a
1: lo: <LOOPBACK,UP,LOWER_UP> mtu 65536 qdisc noqueue state UNKNOWN qlen 1link/loopback 00:00:00:00:00:00 brd 00:00:00:00:00:00inet 127.0.0.1/8 scope host lovalid_lft forever preferred_lft forever
15: eth0@if16: <BROADCAST,MULTICAST,UP,LOWER_UP,M-DOWN> mtu 1500 qdisc noqueue state UP link/ether 02:42:ac:11:00:02 brd ff:ff:ff:ff:ff:ffinet 172.17.0.2/16 brd 172.17.255.255 scope global eth0valid_lft forever preferred_lft forever
17: ethwe@if18: <BROADCAST,MULTICAST,UP,LOWER_UP,M-DOWN> mtu 1376 qdisc noqueue state UP link/ether 1a:7a:40:92:39:b4 brd ff:ff:ff:ff:ff:ffinet 172.10.3.23/24 brd 172.10.3.255 scope global ethwevalid_lft forever preferred_lft forever

 docker-02启动一个容器,为容器划分网络

[root@docker-02 ~]#  docker run -dit --name test-02 alpine:latest 
e140c3376180cc443d2ce23aae1b731124b3412f0550265a792df18ee3450c03[root@docker-02 ~]# weave attach 172.10.3.24/24 test-02
172.10.3.24[root@docker-02 ~]# docker exec -it test-02 ip a
1: lo: <LOOPBACK,UP,LOWER_UP> mtu 65536 qdisc noqueue state UNKNOWN qlen 1link/loopback 00:00:00:00:00:00 brd 00:00:00:00:00:00inet 127.0.0.1/8 scope host lovalid_lft forever preferred_lft forever
15: eth0@if16: <BROADCAST,MULTICAST,UP,LOWER_UP,M-DOWN> mtu 1500 qdisc noqueue state UP link/ether 02:42:ac:11:00:02 brd ff:ff:ff:ff:ff:ffinet 172.17.0.2/16 brd 172.17.255.255 scope global eth0valid_lft forever preferred_lft forever
17: ethwe@if18: <BROADCAST,MULTICAST,UP,LOWER_UP,M-DOWN> mtu 1376 qdisc noqueue state UP link/ether 92:ea:f5:1f:22:41 brd ff:ff:ff:ff:ff:ffinet 172.10.3.24/24 brd 172.10.3.255 scope global ethwevalid_lft forever preferred_lft forever

测试验证容器之间是否能通信 

## docker -01[root@docker-01 ~]# docker exec -it test-01 ping 172.10.3.24
PING 172.10.3.24 (172.10.3.24): 56 data bytes
64 bytes from 172.10.3.24: seq=0 ttl=64 time=2.490 ms
64 bytes from 172.10.3.24: seq=1 ttl=64 time=1.111 ms
^C
--- 172.10.3.24 ping statistics ---
2 packets transmitted, 2 packets received, 0% packet loss
round-trip min/avg/max = 1.111/1.800/2.490 ms## docker -02[root@docker-02 ~]# docker exec -it test-02 ping 172.10.3.23
PING 172.10.3.23 (172.10.3.23): 56 data bytes
64 bytes from 172.10.3.23: seq=0 ttl=64 time=1.766 ms
64 bytes from 172.10.3.23: seq=1 ttl=64 time=1.385 ms
^C
--- 172.10.3.23 ping statistics ---
2 packets transmitted, 2 packets received, 0% packet loss
round-trip min/avg/max = 1.385/1.575/1.766 ms

【12】docker-overlay(跨宿主机网络) 

Docker跨主机网络(overlay)是Docker提供的一种跨主机的网络解决方案,它允许用户在多台Docker主机上创建一个虚拟网络,在这个虚拟网络中的容器可以像在同一主机上一样互相通信,而不需要基于传统的网络设备、路由、NAT等一系列复杂的配置,从而解决了跨主机的网络通信问题。

001-创建docker-swarm集群 

## docker-01[root@docker-01 ~]# docker swarm init --advertise-addr 10.0.0.51
Swarm initialized: current node (a7e5s8wciulvyrg4pgdv83lwu) is now a manager.To add a worker to this swarm, run the following command:docker swarm join --token SWMTKN-1-2zhl0zla5y6nn2hrswec6tts5yvyjlq96numxewxpi900065qs-81pajrurl9khn194e9ql1f35w 10.0.0.51:2377To add a manager to this swarm, run 'docker swarm join-token manager' and follow the instructions.[root@docker-01 ~]# docker node ls
ID                            HOSTNAME    STATUS    AVAILABILITY   MANAGER STATUS   ENGINE VERSION
a7e5s8wciulvyrg4pgdv83lwu *   docker-01   Ready     Active         Leader           24.0.5## docker-02、docker-03 加入集群[root@docker-02 ~]# docker swarm join --token SWMTKN-1-2zhl0zla5y6nn2hrswec6tts5yvyjlq96numxewxpi900065qs-81pajrurl9khn194e9ql1f35w 10.0.0.51:2377
This node joined a swarm as a worker.## docker-01查看集群节点[root@docker-01 ~]# docker node ls
ID                            HOSTNAME    STATUS    AVAILABILITY   MANAGER STATUS   ENGINE VERSION
a7e5s8wciulvyrg4pgdv83lwu *   docker-01   Ready     Active         Leader           24.0.5
o6u5wepq22grh9n5vzv3ymiz3     docker-02   Ready     Active                          24.0.5
292u87wndtqjh5velgh2tngcy     docker-03   Ready     Active                          24.0.5

002-在manager端中创建overlay网络 


[root@docker-01 ~]# docker network ls
NETWORK ID     NAME              DRIVER      SCOPE
1cbbe7acab5c   bridge            bridge      local
bded221fbed9   docker_gwbridge   bridge      local
e5afa29cdc9d   host              host        local
81vbjl2qgv5q   ingress           overlay     swarm
6dee573ffc75   none              null        local[root@docker-01 ~]# docker network create -d overlay --attachable my-overlay
yxnhx5v7sy8a93blqg5mnq2or[root@docker-01 ~]# docker network ls
NETWORK ID     NAME              DRIVER      SCOPE
1cbbe7acab5c   bridge            bridge      local
bded221fbed9   docker_gwbridge   bridge      local
e5afa29cdc9d   host              host        local
81vbjl2qgv5q   ingress           overlay     swarm
yxnhx5v7sy8a   my-overlay        overlay     swarm
6dee573ffc75   none              null        local

003-docker-02、docker-03验证网络是否可用 

## docker-02 验证[root@docker-02 ~]# docker run -it --network=my-overlay --name test-02 alpine:latest 
/ # ping test-03
PING test-03 (10.0.1.6): 56 data bytes
64 bytes from 10.0.1.6: seq=0 ttl=64 time=0.262 ms
64 bytes from 10.0.1.6: seq=1 ttl=64 time=0.319 ms
^C
--- test-03 ping statistics ---
2 packets transmitted, 2 packets received, 0% packet loss
round-trip min/avg/max = 0.262/0.290/0.319 ms## docker-03 验证[root@docker-03 ~]# docker run -it --network=my-overlay --name test-03 alpine:latest 
/ # ping test-02
PING test-02 (10.0.1.4): 56 data bytes
64 bytes from 10.0.1.4: seq=0 ttl=64 time=0.437 ms
64 bytes from 10.0.1.4: seq=1 ttl=64 time=0.625 ms
^C
--- test-02 ping statistics ---
2 packets transmitted, 2 packets received, 0% packet loss
round-trip min/avg/max = 0.437/0.531/0.625 ms

 ## 如果没有使用my-overlay网络,容器之间时不能使用主机名访问的

【13】prometheus-监控宿主机与容器

  • 采集数据:node-exporter、mysql-exporter、cadvisor
  • 收集数据:job_name(声明:监控的目标、报警程序)
  • 存储数据:自带的时间序列数据库(本地)
  • 报警程序:alterManager(邮件、钉钉)
  • 图形展示:grafana
  • 拉取数据:pushgateway(prometheus会自动拉取数据,但是某些程序不允许拉取,可以将数据先放到pushteway中,在拉取)

docker-01安装prometheus-server (9090)

  • Download | Prometheus
  • Release 2.46.0 / 2023-07-25 · prometheus/prometheus · GitHub
## docker-01[root@docker-01 ~]# tar xf prometheus-2.46.0.linux-amd64.tar.gz -C /usr/src
[root@docker-01 ~]# cd /usr/src/
[root@docker-01 src]# mv prometheus-2.46.0.linux-amd64/ prometheus## 启动[root@docker-01 prometheus]# cd prometheus/
[root@docker-01 prometheus]# ./prometheus --config.file="prometheus.yml" &

 常用的命令

./prometheus -h
--config.file="prometheus.yml"          # 指定配置文件
--web.listen-address="0.0.0.0:9090"     # 监听地址或端口
--log.level=info                        # 日志级别
--alertmanager.timeout=10s              # 与配置组件的超时时间
--storage.tsdb.path="data/"             # 指定数据目录
--storage.tsdb.retention.time=15d       # 数据保存的时间。默认时15天

 使用systemctl管理:

[root@docker-01 prometheus]# vim /usr/lib/systemd/system/prometheus.service[Unit]
Description=prometheus[Service]
ExecStart=/usr/src/prometheus/prometheus --config.file=/usr/src/prometheus/prometheus.yml
ExecReload=/bin/kill -HUP $MAINPID
killMode=process
Restart=on-failure[Install]
WantedBy=multi-user.target[root@docker-01 prometheus]# kill 10579[root@docker-01 prometheus]# systemctl daemon-reload 
[root@docker-01 prometheus]# systemctl start prometheus.service 
[root@docker-01 prometheus]# systemctl enable prometheus.service 
Created symlink from /etc/systemd/system/multi-user.target.wants/prometheus.service to /usr/lib/systemd/system/prometheus.service.[root@docker-01 prometheus]# netstat -lntp
Active Internet connections (only servers)
Proto Recv-Q Send-Q Local Address           Foreign Address         State       PID/Program name    
tcp        0      0 172.17.0.1:53           0.0.0.0:*               LISTEN      4674/weaver         
tcp        0      0 0.0.0.0:22              0.0.0.0:*               LISTEN      1898/sshd           
tcp        0      0 127.0.0.1:25            0.0.0.0:*               LISTEN      2079/master         
tcp        0      0 127.0.0.1:6782          0.0.0.0:*               LISTEN      4674/weaver         
tcp        0      0 127.0.0.1:6784          0.0.0.0:*               LISTEN      4674/weaver         
tcp6       0      0 :::7946                 :::*                    LISTEN      2866/dockerd        
tcp6       0      0 :::8080                 :::*                    LISTEN      2866/dockerd        
tcp6       0      0 :::22                   :::*                    LISTEN      1898/sshd           
tcp6       0      0 ::1:25                  :::*                    LISTEN      2079/master         
tcp6       0      0 :::6783                 :::*                    LISTEN      4674/weaver         
tcp6       0      0 :::9090                 :::*                    LISTEN      10781/prometheus    
tcp6       0      0 :::2377                 :::*                    LISTEN      2866/dockerd        
[root@docker-01 prometheus]# 

安装exporter(9100)、cadvisor(8080)监控node节点(宿主机、容器) 

  • node-exporter:用户监控宿主机(cpu、mem、disk、network 文件描述符、系统负载、系统服务)
  • cadvisor:可以用于监控容器的所有信息
## docker-01、docker-02、docker-03 全部安装node_exporter[root@docker-01 ~]# tar xf node_exporter-1.6.1.linux-amd64.tar.gz -C /usr/src/
[root@docker-01 ~]# cd /usr/src/
[root@docker-01 src]# mv node_exporter-1.6.1.linux-amd64/ node_exporter[root@docker-01 src]# vim /usr/lib/systemd/system/node_exporter.service[Unit]
Description=node_exporter[Service]
ExecStart=/usr/src/node_exporter/node_exporter
ExecReload=/bin/kill -HUP $MAINPID
killMode=process
Restart=on-failure[Install]
WantedBy=multi-user.target[root@docker-01 src]# systemctl daemon-reload 
[root@docker-01 src]# systemctl start node_exporter.service 
[root@docker-01 src]# systemctl enable node_exporter.service 
Created symlink from /etc/systemd/system/multi-user.target.wants/node_exporter.service to /usr/lib/systemd/system/node_exporter.service.[root@docker-01 src]# netstat -lntp
Active Internet connections (only servers)
Proto Recv-Q Send-Q Local Address           Foreign Address         State       PID/Program name    
tcp        0      0 172.17.0.1:53           0.0.0.0:*               LISTEN      4674/weaver         
tcp        0      0 0.0.0.0:22              0.0.0.0:*               LISTEN      1898/sshd           
tcp        0      0 127.0.0.1:25            0.0.0.0:*               LISTEN      2079/master         
tcp        0      0 127.0.0.1:6782          0.0.0.0:*               LISTEN      4674/weaver         
tcp        0      0 127.0.0.1:6784          0.0.0.0:*               LISTEN      4674/weaver         
tcp6       0      0 :::7946                 :::*                    LISTEN      2866/dockerd        
tcp6       0      0 :::9100                 :::*                    LISTEN      11022/node_exporter 
tcp6       0      0 :::8080                 :::*                    LISTEN      2866/dockerd        
tcp6       0      0 :::22                   :::*                    LISTEN      1898/sshd           
tcp6       0      0 ::1:25                  :::*                    LISTEN      2079/master         
tcp6       0      0 :::6783                 :::*                    LISTEN      4674/weaver         
tcp6       0      0 :::9090                 :::*                    LISTEN      10781/prometheus    
tcp6       0      0 :::2377                 :::*                    LISTEN      2866/dockerd   ## docker-01、docker-02、docker-03 全部安装cadvisor[root@docker-01 src]# docker run -d --volume=/:/rootfs:ro --volume=/var/run:/var/run:rw --volume=/sys/:/sys:ro --volume=/var/lib/docker/:/var/lib/docker:ro -p 8080:8080 -d --restart=always --name=cadvisor google/cadvisor:latest
6384088b943acdeca3a945b120bcc896d9ab69f6b5ddf85205b152e60a5bdb34[root@docker-01 src]# docker ps -a -l
CONTAINER ID   IMAGE                    COMMAND                  CREATED          STATUS          PORTS                                       NAMES
6384088b943a   google/cadvisor:latest   "/usr/bin/cadvisor -…"   20 seconds ago   Up 20 seconds   0.0.0.0:8080->8080/tcp, :::8080->8080/tcp   cadvisor

访问测试,取值页面是否有数据 (cadvisor、node_exporter)

 

 

 docker-01:修改prometheus的主配值文件(收集数据源):

## docker-01[root@docker-01 src]# vim prometheus/prometheus.yml
.......
.......
scrape_configs:# The job name is added as a label `job=<job_name>` to any timeseries scraped from this config.- job_name: "prometheus"static_configs:- targets: ["localhost:9090"]- job_name: "cadvisor"static_configs:- targets: ['10.0.0.51:8080','10.0.0.52:8080','10.0.0.53:8080']- job_name: "host_resource"static_configs:- targets: ['10.0.0.51:9100','10.0.0.52:9100','10.0.0.53:9100']## 修改配置文件需要重启服务,也可以配置动态配置文件
[root@docker-01 src]# systemctl restart prometheus.service

   

动态配置文件,不需要每次修改配置文件重启服务 

[root@docker-01 src]# vim prometheus/prometheus.yml 
......
......
scrape_configs:# The job name is added as a label `job=<job_name>` to any timeseries scraped from this config.- job_name: "prometheus"static_configs:- targets: ["localhost:9090"]- job_name: "cadvisor"file_sd_configs:- files:- /opt/prometheus/file_sd/cadvisor.jsonrefresh_interval: 10s- job_name: "host_resource"file_sd_configs:- files:- /opt/prometheus/file_sd/host_resource.jsonrefresh_interval: 10s[root@docker-01 src]# mkdir prometheus/file_sd
[root@docker-01 src]# vim prometheus/file_sd/cadvisor.json[{"targets": ["10.0.0.51:8080","10.0.0.52:8080","10.0.0.53:8080"]}
]
[root@docker-03 opt]# vim prometheus/file_sd/cadvisor.json
[{"targets": ["10.0.0.51:9100","10.0.0.52:9100","10.0.0.53:9100"]} 
] [root@docker-03 prometheus]# systemctl restart prometheus.service
## 后续有节点接入,添加IP地址,不用重启prometheus服务了

【14】接入邮件报警-alertmanager (9093、9094)

  • Download | Prometheus
## docker-01 安装alertmanager[root@docker-01 ~]# tar xf alertmanager-0.25.0.linux-amd64.tar.gz -C /usr/src/
[root@docker-01 ~]# cd /usr/src/
[root@docker-01 src]# mv alertmanager-0.25.0.linux-amd64/ alertmanager## 修改配置文件[root@docker-01 src]# cd alertmanager/
[root@docker-01 alertmanager]# cp alertmanager.yml{,.bak}[root@docker-01 alertmanager]# vim alertmanager.ymlglobal:
global:resolve_timeout: 5msmtp_from: '*********@qq.com'smtp_smarthost: 'smtp.qq.com:465'smtp_auth_username: '*********@qq.com'smtp_auth_password: 'vgoejqgxmrbtbcfg'smtp_require_tls: falsesmtp_hello: 'qq.com'
route:group_by: ['alertname']group_wait: 5sgroup_interval: 5srepeat_interval: 5mreceiver: 'email'
receivers:- name: 'email'email_configs:- to: '************@163.com'
inhibit_rules:- source_match:severity: 'critical'target_match:severity: 'warning'equal: ['alertname', 'dev', 'instance']## 启动服务[root@docker-01 alertmanager]# vim /usr/lib/systemd/system/alertmanager.service[Unit]
Description=alertmanager[Service]
ExecStart=/usr/src/alertmanager/alertmanager --config.file=/usr/src/alertmanager/alertmanager.yml
ExecReload=/bin/kill -HUP $MAINPID
killMode=process
Restart=on-failure[Install]
WantedBy=multi-user.target[root@docker-01 alertmanager]# systemctl daemon-reload 
[root@docker-01 alertmanager]# systemctl start alertmanager.service 
[root@docker-01 alertmanager]# systemctl enable alertmanager.service 
Created symlink from /etc/systemd/system/multi-user.target.wants/alertmanager.service to /usr/lib/systemd/system/alertmanager.service.[root@docker-01 alertmanager]# netstat -lntp
Active Internet connections (only servers)
Proto Recv-Q Send-Q Local Address           Foreign Address         State       PID/Program name    
tcp        0      0 0.0.0.0:8080            0.0.0.0:*               LISTEN      11287/docker-proxy  
tcp        0      0 172.17.0.1:53           0.0.0.0:*               LISTEN      4674/weaver         
tcp        0      0 0.0.0.0:22              0.0.0.0:*               LISTEN      1898/sshd           
tcp        0      0 127.0.0.1:25            0.0.0.0:*               LISTEN      2079/master         
tcp        0      0 127.0.0.1:6782          0.0.0.0:*               LISTEN      4674/weaver         
tcp        0      0 127.0.0.1:6784          0.0.0.0:*               LISTEN      4674/weaver         
tcp6       0      0 :::7946                 :::*                    LISTEN      2866/dockerd        
tcp6       0      0 :::9100                 :::*                    LISTEN      11022/node_exporter 
tcp6       0      0 :::8080                 :::*                    LISTEN      11292/docker-proxy  
tcp6       0      0 :::22                   :::*                    LISTEN      1898/sshd           
tcp6       0      0 ::1:25                  :::*                    LISTEN      2079/master         
tcp6       0      0 :::6783                 :::*                    LISTEN      4674/weaver         
tcp6       0      0 :::9090                 :::*                    LISTEN      11933/prometheus    
tcp6       0      0 :::9093                 :::*                    LISTEN      12845/alertmanager  
tcp6       0      0 :::9094                 :::*                    LISTEN      12845/alertmanager  
tcp6       0      0 :::2377                 :::*                    LISTEN      2866/dockerd  

修改prometheus配置 

[root@docker-01 ~]# vim /usr/src/prometheus/prometheus.yml
......
......
alerting:alertmanagers:- static_configs:- targets:- 10.0.0.51:9093rule_files:- "node-up.rules"......
......## 编辑报警规则[root@docker-01 ~]# vim /usr/src/prometheus/node-up.rulesgroups:
- name: node-uprules:- alert: node-upexpr: up{job="host_resource"} == 0for: 15slabels:severity: 1team: nodeannotations:summary: "{{ $labels.instance }} 已停止 15s! "

重启prometheus服务 

[root@docker-01 ~]# systemctl restart prometheus.service [root@docker-01 ~]# netstat -lntp
Active Internet connections (only servers)
Proto Recv-Q Send-Q Local Address           Foreign Address         State       PID/Program name    
tcp        0      0 0.0.0.0:8080            0.0.0.0:*               LISTEN      11287/docker-proxy  
tcp        0      0 172.17.0.1:53           0.0.0.0:*               LISTEN      4674/weaver         
tcp        0      0 0.0.0.0:22              0.0.0.0:*               LISTEN      1898/sshd           
tcp        0      0 127.0.0.1:25            0.0.0.0:*               LISTEN      2079/master         
tcp        0      0 127.0.0.1:6782          0.0.0.0:*               LISTEN      4674/weaver         
tcp        0      0 127.0.0.1:6784          0.0.0.0:*               LISTEN      4674/weaver         
tcp6       0      0 :::7946                 :::*                    LISTEN      2866/dockerd        
tcp6       0      0 :::9100                 :::*                    LISTEN      11022/node_exporter 
tcp6       0      0 :::8080                 :::*                    LISTEN      11292/docker-proxy  
tcp6       0      0 :::22                   :::*                    LISTEN      1898/sshd           
tcp6       0      0 ::1:25                  :::*                    LISTEN      2079/master         
tcp6       0      0 :::6783                 :::*                    LISTEN      4674/weaver         
tcp6       0      0 :::9090                 :::*                    LISTEN      13410/prometheus    
tcp6       0      0 :::9093                 :::*                    LISTEN      12845/alertmanager  
tcp6       0      0 :::9094                 :::*                    LISTEN      12845/alertmanager  
tcp6       0      0 :::2377                 :::*                    LISTEN      2866/dockerd 

 

测试验证报警是否正常 

[root@docker-02 src]# systemctl stop node_exporter.service

 

 

【15】钉钉报警配置

global:resolve_timeout: 5msmtp_from: '*********@qq.com'      # 发件人smtp_smarthost: 'smtp.qq.com:465'smtp_auth_username: '*********@qq.com'smtp_auth_password: 'vgoejqgxmrbtbcfg'smtp_require_tls: falsesmtp_hello: 'qq.com'
route:group_by: ['alertname']group_wait: 5sgroup_interval: 5srepeat_interval: 5mreceiver: 'dingding'
receivers:- name: 'dingding'dingding_configs:- url: localhost:80/dingtalk/webook/send # 钉钉的机器人地址
inhibit_rules:- source_match:severity: 'critical'target_match:severity: 'warning'equal: ['alertname', 'dev', 'instance']

【16】接入grafan(3000)

  • Index of /grafana/yum/rpm/Packages/ | 清华大学开源软件镜像站 | Tsinghua Open Source Mirror
## docker-02[root@docker-02 ~]# wget http://mirror.tuna.tsinghua.edu.cn/grafana/yum/rpm/Packages/grafana-9.5.7-1.x86_64.rpm[root@docker-02 ~]# yum -y localinstall grafana-9.5.7-1.x86_64.rpm[root@docker-02 ~]# systemctl start grafana-server.service 
[root@docker-02 ~]# systemctl enable grafana-server.service 
Created symlink from /etc/systemd/system/multi-user.target.wants/grafana-server.service to /usr/lib/systemd/system/grafana-server.service.[root@docker-02 ~]# netstat -lntp
Active Internet connections (only servers)
Proto Recv-Q Send-Q Local Address           Foreign Address         State       PID/Program name    
tcp        0      0 172.17.0.1:53           0.0.0.0:*               LISTEN      3563/weaver         
tcp        0      0 0.0.0.0:22              0.0.0.0:*               LISTEN      1923/sshd           
tcp        0      0 127.0.0.1:25            0.0.0.0:*               LISTEN      2023/master         
tcp        0      0 127.0.0.1:6782          0.0.0.0:*               LISTEN      3563/weaver         
tcp        0      0 127.0.0.1:6784          0.0.0.0:*               LISTEN      3563/weaver         
tcp6       0      0 :::7946                 :::*                    LISTEN      2082/dockerd        
tcp6       0      0 :::9100                 :::*                    LISTEN      10947/node_exporter 
tcp6       0      0 :::22                   :::*                    LISTEN      1923/sshd           
tcp6       0      0 :::3000                 :::*                    LISTEN      11412/grafana       
tcp6       0      0 ::1:25                  :::*                    LISTEN      2023/master         
tcp6       0      0 :::6783                 :::*                    LISTEN      3563/weaver

安装插件、数据源、dashboard 

 

 docker服务-node-exporter、cadvisor服务的图形展示

  • Dashboards | Grafana Labs
  • dashboardsID:10566、13112

 

 

 

 

本文来自互联网用户投稿,该文观点仅代表作者本人,不代表本站立场。本站仅提供信息存储空间服务,不拥有所有权,不承担相关法律责任。如若转载,请注明出处:http://www.hqwc.cn/news/59556.html

如若内容造成侵权/违法违规/事实不符,请联系编程知识网进行投诉反馈email:809451989@qq.com,一经查实,立即删除!

相关文章

JDBC(常用类与接口、实现数据库的增删查改)

目录 1.Connection接口常用方法 2.DriverMange类 3.Statement接口 4.实现表的数据更新&#xff08;增、改、删&#xff09; 5.实现数据查找&#xff08;ResultSet接口&#xff09; 6.PreparedStatement 数据更新 1.Connection接口常用方法 用来与数据库连接的对象&#xff…

Vue3+Vite+Pinia+Naive后台管理系统搭建之九:layout 动态路由布局

前言 如果对 vue3 的语法不熟悉的&#xff0c;可以移步Vue3.0 基础入门&#xff0c;快速入门。 github 开源库&#xff1a;Vue3-Vite-Pinia-Naive-Js gitee 开源库&#xff1a;Vue3-Vite-Pinia-Naive-Js 1. 管理系统页面结构 由 menu&#xff0c;面包屑&#xff0c;用户…

【Linux进程篇】进程概念(2)

【Linux进程篇】进程概念&#xff08;2&#xff09; 目录 【Linux进程篇】进程概念&#xff08;2&#xff09;进程状态Linux对进程的说法linux中的信号 进程状态查看Z(zombie)——僵尸进程僵尸进程的危害 孤儿进程 进程优先级基本概念查看系统进程PRI &#xff08;优先级priori…

wireshark 安装和使用

wireshark&#xff0c;世界上最受欢迎的网络协议分析器。是一个网络流量分析器&#xff0c;或“嗅探器”&#xff0c;适用于Linux、macOS、*BSD和其他Unix和类Unix操作系统以及Windows。它使用图形用户界面库Qt以及libpcap和npcap作为数据包捕获和过滤库。 wireshark&#xff…

解决Vs Code工具开发时 保存React文件时出现乱码情况

Vs Code工具开发时 保存React文件时出现乱码情况 插件库搜索:JS-CSS-HTML Formatter 把这个插件禁用或者卸载就解决保存时出现乱码的问题了; 如果没有解决,再看下面方案! 出现乱码问题通常是因为文件的编码格式不正确。您可以尝试以下解决方法&#xff1a; 确认文件编码格式&a…

【瑞吉外卖】Git部分学习

Git简介 Git是一个分布式版本控制工具&#xff0c;通常用来对软件开发过程中的源代码文件进行管理。通过Git仓库来存储和管理这些文件&#xff0c;Git仓库分为两种&#xff1a; 本地仓库&#xff1a;开发人员自己电脑上的Git仓库 远程仓库&#xff1a;远程服务器上的Git仓库…

回归预测 | MATLAB实现POA-CNN-LSTM鹈鹕算法优化卷积长短期记忆神经网络多输入单输出回归预测

回归预测 | MATLAB实现POA-CNN-LSTM鹈鹕算法优化卷积长短期记忆神经网络多输入单输出回归预测 目录 回归预测 | MATLAB实现POA-CNN-LSTM鹈鹕算法优化卷积长短期记忆神经网络多输入单输出回归预测预测效果基本介绍模型描述程序设计参考资料 预测效果 基本介绍 MATLAB实现POA-CNN…

创建Springboot+vue3项目

项目概述创建springboot项目加入mybatis-plus支持1.加入依赖代码2.创建数据库实例3.yml文件的配置4.编写测试代码5.测试结果 创建vue项目报错错误一错误二错误三 项目概述 后端&#xff1a;Springboot、mybatis-plus、java 前端&#xff1a;nodejs、vue脚手架、element-ui 数据…

idea打开多个项目需要开多个窗口(恢复询问弹窗)

【版权所有&#xff0c;文章允许转载&#xff0c;但须以链接方式注明源地址&#xff0c;否则追究法律责任】【创作不易&#xff0c;点个赞就是对我最大的支持】 前言 仅作为学习笔记&#xff0c;供大家参考 总结的不错的话&#xff0c;记得点赞收藏关注哦&#xff01; 使用…

安卓证书生成教程

1.下载安装JDK文件&#xff08;如已安装请跳过&#xff09; 根据电脑系统版本下载JDK版本文件 下载地址&#xff1a;[https://www.oracle.com/java/technologies/downloads/](https://www.oracle.com/java/technologies/downloads/) 如果电脑上安装过JDK文件可以跳过2.生成密钥…

Celery嵌入工程的使用

文章目录 1.config 1.1 通过app.conf进行配置1.2 通过app.conf.update进行配置1.3 通过配置文件进行配置1.4 通过配置类的方式进行配置2.任务相关 2.1 任务基类(base)2.2 任务名称(name)2.3 任务请求(request)2.4 任务重试(retry) 2.4.1 指定最大重试次数2.4.2 设置重试间隔时间…

【数据结构】单链表

&#x1f525;博客主页&#xff1a;小王又困了 &#x1f4da;系列专栏&#xff1a;数据结构 &#x1f31f;人之为学&#xff0c;不日近则日退 ❤️感谢大家点赞&#x1f44d;收藏⭐评论✍️ 目录 一、什么是链表 1.1链表的概念及结构 1.2单链表的结构 二、链表的实现 …