精简docker的导出镜像

Docker 镜像是由多个文件系统（只读层）叠加而成，每个层仅包含了前一层的差异部分。当我们启动一个容器的时候，Docker 会加载镜像层并在其上添加一个可写层。容器上所做的任何更改，譬如新建文件、更改文件、删除文件，都将记录与可写层上。当我们使docker save形式尝试导出镜像时会导出该镜像的所有文件层，当然这个行为是必要的，因为你不知道这个镜像的被导入环境是否已包含基础镜像的文件层。但是如果我们有一批镜像且都依赖某一个或两个基础镜像构建，且不具备批量 save的调价（必须一个一个分开了打包），这种情况下如果一个一个save的话对硬盘资源是极大的浪费，那么有没有办法去掉哪些重复的镜像层呢，答案是OK的。（也许有人会吐槽为啥不用docekrfile呢，是的一般情况下是ok的，但是用dockerfile build出来的镜像id时不一样的）

看下docker save 导出了写啥

以如下镜像为例子

FROM centos:7
COPY main /home/main
RUN chmod +x /home/main

CMD /home/mai

构建

docker build -t ip-server:1.0.0 .

导出

[root@localhost demo]# docker save -o ip-server.tar ip-server:1.0.0
[root@localhost demo]# du -sh ip-server.tar
212M	ip-server.tar
[root@localhost demo]# docker save -o centos7.tar centos:7
[root@localhost demo]# du -sh centos7.tar
202M	centos7.tar

可以看到基于centos7构建的ip-server镜像只是大了一丁，也就是我们COPY进来的一个可执行文件大小，那么在已知被导入环境存在centos7镜像的文件层是该如何减小ip-server.tar的体积呢？

拆解导出的镜像

[root@localhost demo]# mkdir ip-server && tar xf ip-server.tar -C ip-server
[root@localhost demo]# tree ip-server
ip-server
├── 3efdc87cec68e28bccf6c0d96894c903e12157ed0797651a2eaa565108de5bd8
│   ├── json
│   ├── layer.tar -> ../fad57ccc4dd192e49d3979f477525a4b4c8fb8532ae31c2c74b5403474a26e4d/layer.tar
│   └── VERSION
├── d8f46057879e2e8614caa5511934d403d7ebea0af9b196bf29b68161fda76766
│   ├── json
│   ├── layer.tar
│   └── VERSION
├── f898e9c3d94a1617bac63c962155327671957f2bcbd35e6411153b7730d6558e.json
├── fad57ccc4dd192e49d3979f477525a4b4c8fb8532ae31c2c74b5403474a26e4d
│   ├── json
│   ├── layer.tar
│   └── VERSION
├── manifest.json
└── repositories

3 directories, 12 files

# manifest.json
[
  {
    "Config": "f898e9c3d94a1617bac63c962155327671957f2bcbd35e6411153b7730d6558e.json",
    "RepoTags": [
      "ip-server:1.0.0"
    ],
    "Layers": [
      "d8f46057879e2e8614caa5511934d403d7ebea0af9b196bf29b68161fda76766/layer.tar",
      "fad57ccc4dd192e49d3979f477525a4b4c8fb8532ae31c2c74b5403474a26e4d/layer.tar",
      "3efdc87cec68e28bccf6c0d96894c903e12157ed0797651a2eaa565108de5bd8/layer.tar"
    ]
  }
]

# f898e9c3d94a1617bac63c962155327671957f2bcbd35e6411153b7730d6558e.json
{
  "architecture": "amd64",
  "config": {
    "Hostname": "",
    "Domainname": "",
    "User": "",
    "AttachStdin": false,
    "AttachStdout": false,
    "AttachStderr": false,
    "Tty": false,
    "OpenStdin": false,
    "StdinOnce": false,
    "Env": [
      "PATH=/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin"
    ],
    "Cmd": [
      "/bin/sh",
      "-c",
      "/home/main"
    ],
    "Image": "sha256:04da435eb95c963effbf9aba060e6f2ddd962b4861ce1bf7bdc5f3cbffceb4b5",
    "Volumes": null,
    "WorkingDir": "",
    "Entrypoint": null,
    "OnBuild": null,
    "Labels": {
      "org.label-schema.build-date": "20201113",
      "org.label-schema.license": "GPLv2",
      "org.label-schema.name": "CentOS Base Image",
      "org.label-schema.schema-version": "1.0",
      "org.label-schema.vendor": "CentOS",
      "org.opencontainers.image.created": "2020-11-13 00:00:00+00:00",
      "org.opencontainers.image.licenses": "GPL-2.0-only",
      "org.opencontainers.image.title": "CentOS Base Image",
      "org.opencontainers.image.vendor": "CentOS"
    }
  },
  "container": "5d3e8d3176babbe767294d6834bf1dc6e64ce9838bc08993751724a92231d6ac",
  "container_config": {
    "Hostname": "5d3e8d3176ba",
    "Domainname": "",
    "User": "",
    "AttachStdin": false,
    "AttachStdout": false,
    "AttachStderr": false,
    "Tty": false,
    "OpenStdin": false,
    "StdinOnce": false,
    "Env": [
      "PATH=/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin"
    ],
    "Cmd": [
      "/bin/sh",
      "-c",
      "#(nop) ",
      "CMD [\"/bin/sh\" \"-c\" \"/home/main\"]"
    ],
    "Image": "sha256:04da435eb95c963effbf9aba060e6f2ddd962b4861ce1bf7bdc5f3cbffceb4b5",
    "Volumes": null,
    "WorkingDir": "",
    "Entrypoint": null,
    "OnBuild": null,
    "Labels": {
      "org.label-schema.build-date": "20201113",
      "org.label-schema.license": "GPLv2",
      "org.label-schema.name": "CentOS Base Image",
      "org.label-schema.schema-version": "1.0",
      "org.label-schema.vendor": "CentOS",
      "org.opencontainers.image.created": "2020-11-13 00:00:00+00:00",
      "org.opencontainers.image.licenses": "GPL-2.0-only",
      "org.opencontainers.image.title": "CentOS Base Image",
      "org.opencontainers.image.vendor": "CentOS"
    }
  },
  "created": "2022-10-26T15:53:47.898864929Z",
  "docker_version": "20.10.17",
  "history": [
    {
      "created": "2021-09-15T18:20:23.417639551Z",
      "created_by": "/bin/sh -c #(nop) ADD file:b3ebbe8bd304723d43b7b44a6d990cd657b63d93d6a2a9293983a30bfc1dfa53 in / "
    },
    {
      "created": "2021-09-15T18:20:23.819893035Z",
      "created_by": "/bin/sh -c #(nop)  LABEL org.label-schema.schema-version=1.0 org.label-schema.name=CentOS Base Image org.label-schema.vendor=CentOS org.label-schema.license=GPLv2 org.label-schema.build-date=20201113 org.opencontainers.image.title=CentOS Base Image org.opencontainers.image.vendor=CentOS org.opencontainers.image.licenses=GPL-2.0-only org.opencontainers.image.created=2020-11-13 00:00:00+00:00",
      "empty_layer": true
    },
    {
      "created": "2021-09-15T18:20:23.99863383Z",
      "created_by": "/bin/sh -c #(nop)  CMD [\"/bin/bash\"]",
      "empty_layer": true
    },
    {
      "created": "2022-10-26T15:53:46.693528022Z",
      "created_by": "/bin/sh -c #(nop) COPY file:d0c12b416e2bad24636a0f240cc09c4a6b6a0def701b5aaeeca4963507e468c4 in /home/main "
    },
    {
      "created": "2022-10-26T15:53:47.752968676Z",
      "created_by": "/bin/sh -c chmod +x /home/main"
    },
    {
      "created": "2022-10-26T15:53:47.898864929Z",
      "created_by": "/bin/sh -c #(nop)  CMD [\"/bin/sh\" \"-c\" \"/home/main\"]",
      "empty_layer": true
    }
  ],
  "os": "linux",
  "rootfs": {
    "type": "layers",
    "diff_ids": [
      "sha256:174f5685490326fc0a1c0f5570b8663732189b327007e47ff13d2ca59673db02",
      "sha256:185d24f4ae72bebf9b31c3d26486d52163e38e6c09167507a6a4f28d491aeb28",
      "sha256:185d24f4ae72bebf9b31c3d26486d52163e38e6c09167507a6a4f28d491aeb28"
    ]
  }
}

参考docker-ce的相关导出模块的源代码（源代码解读就不做了，不算复杂）

docekr-ce/components/engin/save
docekr-ce/components/engin/load

可以找出打包出的tar包中放layer文件夹与diff_ids标记的文件层的对应关系。

1. 解压压缩包
2. 读取 centos7 和 ip-server 的inspect
3. 找出 centos7 和 ip-server 的diff_ids同的层数
4. 按照相同的层数依次找到manifest.json中记录的layers文件目录，并把layer.tar的压缩包置空
5. 重新打包

测试改处理的导出包在centos:7镜像已存在的环境中可以被正常导入操作。

代码实现

参考 github.com/zn-chen/dockerdiff

懒得琢磨也可以直接使用，在安装好go环境下git clone 下来 make && make install 后即可食用。