无论是在我们的生产环境或测试环境中,一旦涉及到docker pull和push的时候,我们都迫切希望Docker镜像是一个非常小的file,一方面在网络带宽有限的情况下,image的size越小下载所付出的时间代价就越小,另一方面image始终是一个文件,size对存储空间是有一定影响的,看来这是个提高生产力的问题,那么我们如何去构建一个size很小的image呢?
本文内容
- 单阶段构建镜像
- 多阶段构建镜像
- 更小的镜像构建
注:多阶段构建是 Docker 17.05 及更高版本提供的功能
查看一下image列表:
$ docker imagesREPOSITORY TAG IMAGE ID CREATED SIZEgolang 1.10.3 d0e7a411e3da 6 weeks ago 794MBalpine 3.8 11cd0b38bc3c 8 weeks ago 4.41MB
通常在我们什么都不考虑的情况下,构建一个golang的应用镜像是非常简单的,只需要pull官方的golang环境,把我们的程序copy进去就可以了,下面我们先创建一个工程的目录如下:
$ tree -L 2 -C.├── Dockerfile└── src └── main.go 1 directory, 2 files
单阶段构建镜像
- Dockerfile:
FROM golang:1.10.3WORKDIR /go/src/testRUN go get github.com/gin-gonic/ginCOPY src srcRUN CGO_ENABLED=0 GOOS=linux go build -a -installsuffix cgo -o main src/main.goCMD ["./main"]
- Build
$ docker build -t zev/test:1.0.0 .Sending build context to Docker daemon 17.41kBStep 1/6 : FROM golang:1.10.3 ---> d0e7a411e3daStep 2/6 : WORKDIR /go/src/test ---> Running in 94d1ede51e17Removing intermediate container 94d1ede51e17 ---> 2b643ce8b3cfStep 3/6 : RUN go get github.com/gin-gonic/gin ---> Running in de5e9adb7c10Removing intermediate container de5e9adb7c10 ---> ff970f45de1eStep 4/6 : COPY src src ---> 6b79fef06e45Step 5/6 : RUN CGO_ENABLED=0 GOOS=linux go build -a -installsuffix cgo -o main src/main.go ---> Running in 6d4ef8c0b580Removing intermediate container 6d4ef8c0b580 ---> 59678a3ab4d8Step 6/6 : CMD ["./main"] ---> Running in a5cea54f2ccbRemoving intermediate container a5cea54f2ccb ---> a253cfcddd6aSuccessfully built a253cfcddd6aSuccessfully tagged zev/test:1.0.0
- RUN
$ docker run -it -p 8080:8080 zev/test:1.0.0 [GIN-debug] [WARNING] Now Gin requires Go 1.6 or later and Go 1.7 will be required soon.[GIN-debug] [WARNING] Creating an Engine instance with the Logger and Recovery middleware already attached.[GIN-debug] [WARNING] Running in "debug" mode. Switch to "release" mode in production. - using env: export GIN_MODE=release - using code: gin.SetMode(gin.ReleaseMode)[GIN-debug] GET /ping --> main.main.func1 (3 handlers)[GIN-debug] Listening and serving HTTP on :8080
- Images
$ docker imagesREPOSITORY TAG IMAGE ID CREATED SIZEzev/test 1.0.0 a253cfcddd6a 4 minutes ago 857MB
image的size为857MB,内部包含了整个golang环境,这么大的文件在传输中绝对是个灾难,接下来我们用多阶段构建一个相对比较小的image。
多阶段构建镜像
- Dockerfile:
FROM golang:1.10.3 as builderWORKDIR /go/src/testRUN go get github.com/gin-gonic/ginCOPY src srcRUN CGO_ENABLED=0 GOOS=linux go build -a -installsuffix cgo -o main src/main.goFROM alpine:3.8WORKDIR /rootCOPY --from=builder /go/src/test/main .CMD ["./main"]
- Build
$ docker build -t zev/test:1.0.1 . Sending build context to Docker daemon 17.41kBStep 1/9 : FROM golang:1.10.3 as builder ---> d0e7a411e3daStep 2/9 : WORKDIR /go/src/test ---> Using cache ---> 2b643ce8b3cfStep 3/9 : RUN go get github.com/gin-gonic/gin ---> Using cache ---> ff970f45de1eStep 4/9 : COPY src src ---> Using cache ---> 6b79fef06e45Step 5/9 : RUN CGO_ENABLED=0 GOOS=linux go build -a -installsuffix cgo -o main src/main.go ---> Using cache ---> 59678a3ab4d8Step 6/9 : FROM alpine:3.8 ---> 11cd0b38bc3cStep 7/9 : WORKDIR /root ---> Running in 1640c71479d6Removing intermediate container 1640c71479d6 ---> ec68dc839562Step 8/9 : COPY --from=builder /go/src/test/main . ---> 5bb444c91affStep 9/9 : CMD ["./main"] ---> Running in a80305feba6eRemoving intermediate container a80305feba6e ---> 5923597f59c2Successfully built 5923597f59c2Successfully tagged zev/test:1.0.1
- RUN
$ docker run -it -p 8080:8080 zev/test:1.0.1 [GIN-debug] [WARNING] Now Gin requires Go 1.6 or later and Go 1.7 will be required soon.[GIN-debug] [WARNING] Creating an Engine instance with the Logger and Recovery middleware already attached.[GIN-debug] [WARNING] Running in "debug" mode. Switch to "release" mode in production. - using env: export GIN_MODE=release - using code: gin.SetMode(gin.ReleaseMode)[GIN-debug] GET /ping --> main.main.func1 (3 handlers)[GIN-debug] Listening and serving HTTP on :8080
- Images
$ docker imagesREPOSITORY TAG IMAGE ID CREATED SIZEzev/test 1.0.1 5923597f59c2 2 minutes ago 19.8MB
多阶段构建让images缩小了40倍,19.8M的size无论在测试环境还是生产环境都能很好的工作了,但是这样就结束了吗?
当然不是了,我们的目的是让image变得更小,下面看我们的操作。更小的镜像构建
- Dockerfile:
FROM golang:1.10.3 as builderRUN apt-get update && apt-get install -y xz-utils \ && rm -rf /var/lib/apt/lists/*ADD https://github.com/upx/upx/releases/download/v3.95/upx-3.95-amd64_linux.tar.xz /usr/localRUN xz -d -c /usr/local/upx-3.95-amd64_linux.tar.xz | tar -xOf - upx-3.95-amd64_linux/upx > /bin/upx && \ chmod a+x /bin/upxWORKDIR /go/src/testRUN go get github.com/gin-gonic/ginCOPY src srcRUN CGO_ENABLED=0 GOOS=linux go build -a -installsuffix cgo -o main src/main.goRUN strip --strip-unneeded mainRUN upx mainFROM alpine:3.8WORKDIR /rootCOPY --from=builder /go/src/test/main .CMD ["./main"]
- Build
$ docker build -t zev/test:1.0.2 . Sending build context to Docker daemon 17.92kBStep 1/14 : FROM golang:1.10.3 as builder ---> d0e7a411e3daStep 2/14 : RUN apt-get update && apt-get install -y xz-utils && rm -rf /var/lib/apt/lists/* ---> Running in 65772cb8fdabIgn:1 http://deb.debian.org/debian stretch InReleaseGet:2 http://security.debian.org/debian-security stretch/updates InRelease [94.3 kB]Get:3 http://deb.debian.org/debian stretch-updates InRelease [91.0 kB]Get:4 http://security.debian.org/debian-security stretch/updates/main amd64 Packages [392 kB].....此处省略Step 10/14 : RUN upx main ---> Running in d802406ee44a Ultimate Packer for eXecutables Copyright (C) 1996 - 2018UPX 3.95 Markus Oberhumer, Laszlo Molnar & John Reiser Aug 26th 2018 File size Ratio Format Name -------------------- ------ ----------- ----------- 9848136 -> 2945384 29.91% linux/amd64 mainPacked 1 file.Removing intermediate container d802406ee44a ---> 0c29f4b2272dStep 11/14 : FROM alpine:3.8 ---> 11cd0b38bc3cStep 12/14 : WORKDIR /root ---> Using cache ---> ec68dc839562Step 13/14 : COPY --from=builder /go/src/test/main . ---> a2c265cc9affStep 14/14 : CMD ["./main"] ---> Running in 7e350a4620eeRemoving intermediate container 7e350a4620ee ---> a4d7753c8112Successfully built a4d7753c8112Successfully tagged zev/test:1.0.2
- RUN
$ docker run -it -p 8080:8080 zev/test:1.0.2 [GIN-debug] [WARNING] Now Gin requires Go 1.6 or later and Go 1.7 will be required soon.[GIN-debug] [WARNING] Creating an Engine instance with the Logger and Recovery middleware already attached.[GIN-debug] [WARNING] Running in "debug" mode. Switch to "release" mode in production. - using env: export GIN_MODE=release - using code: gin.SetMode(gin.ReleaseMode)[GIN-debug] GET /ping --> main.main.func1 (3 handlers)[GIN-debug] Listening and serving HTTP on :8080
- Images
$ docker imagesREPOSITORY TAG IMAGE ID CREATED SIZEzev/test 1.0.2 a4d7753c8112 4 minutes ago 7.36MB
OK 非常漂亮,到现在我们已经看到image的size已经缩小到7.36MB,这已经非常的小了,换算过来我们的程序只有2.95M。
我们来一张全景对比看下:$ docker imagesREPOSITORY TAG IMAGE ID CREATED SIZEzev/test 1.0.2 a4d7753c8112 6 minutes ago 7.36MBzev/test 1.0.1 5923597f59c2 About an hour ago 19.8MBzev/test 1.0.0 a253cfcddd6a About an hour ago 857MBgolang 1.10.3 d0e7a411e3da 6 weeks ago 794MBalpine 3.8 11cd0b38bc3c 8 weeks ago 4.41MB
那么怎么做到的呢,原理很简单,因为alpine的size已经固定了,能让image变得更小的入手点只能是可执行文件,利用UPX的加壳技术可以压缩main可执行程序,可以把main体积缩小50%-70%。
Tip:UPX(the Ultimate Packer for eXecutables)是一个免费且开源的可执行程序文件加壳器,支持许多不同操作系统下的可执行文件格式。想了解更多关于UPX的信息可以 , .
总结:
好的,到此为止本文首先展示了单阶段构建镜像,并得到了一个~857MB的镜像,然后利用多阶段构建了一个只包含可执行文件的镜像~19.8MB,最后我们利用多阶段+UPX压缩把我们的镜像缩小到了~7.36MB,这样的镜像无论在测试环境还是生产环境,都一定能大大的提高我们的生产力。