Docker全新的容器集群项目——SwarmKit初步测试
题记对于Docker容器集群来说，比较成熟的方案包括Swarm、Mesos、k8s和Google的Kubernetes，特别是后者得到了更多厂商的使用和推广，但是kubernetes相比较来说技术门槛较高，让很多用户望而却步，幸好，Docker在今年的6月7号开源发布了原生的集群管理工具SwarmKit，主要提供容器集群以及编排能力，那赶紧尝试一下，看看有什么好的功能。SwarmK
题记
对于Docker容器集群来说，比较成熟的方案包括Swarm、Mesos、k8s和Google的Kubernetes，特别是后者得到了更多厂商的使用和推广，但是kubernetes相比较来说技术门槛较高，让很多用户望而却步，幸好，Docker在今年的6月7号开源发布了原生的集群管理工具SwarmKit，主要提供容器集群以及编排能力，那赶紧尝试一下，看看有什么好的功能。
SwarmKit框架
SwarmKit中有两种角色，Manager和Worker。Manager主要管理节点、调度任务。Worker主要通过Executor来执行任务，当前缺省的Executor为Docker Container Executor。包含了一下特点：
（1）内建分布式存储，不要额外的数据库
（2）支持Rolling update
（3）容器HA，支持Zero applicaton downtime
（4）通过TLS保证通讯安全
接下来就赶紧安装一下。
“ SwarmKit 环境部署”
部署环境
VMWare Workstation 12
Ubuntu 14.04
先制作一个通用的Ubuntu14.04虚拟机，然后安装Docker、安装Swarmkit包，然后进行虚拟机复制，生成三台集群环境，分别为一个Manager和两个Worker。
1、安装Ubuntu 14.04
2、安装Docker
curl -sSL https://get.docker.io | bash3、由于SwarmKit采用Go语言开发，所以需要部署一个go环境，下载go包
下载地址：http://www.golangtc.com/download
我这里下载的是go1.6.2.linux-amd64.tar.gz
4、解压缩到/usr/local下面即可
然后添加环境变量 至 /etc/profile
export GOROOT=/usr/local/go
export PATH=/root/go/src/github.com/docker/swarmkit/bin:/usr/local/go/bin:$PATH
export GOPATH=/root/go
export SWARM_SOCKET=/tmp/controller/swarm.sock
环境变量生效之后，直接输入go即可看到命令提示。
5、安装git包
apt-get install git6、输入如下命令下载swarmkit包
$ go get github.com/docker/swarmkit7、进入/root/go/src/github.com/docker/swarmkit目录，make即可
root@controller:~/go/src/github.com/docker/swarmkit# pwd
/root/go/src/github.com/docker/swarmkit
root@controller:~/go/src/github.com/docker/swarmkit# ls
agent bin ca cmd CONTRIBUTING.md Godeps ioutils log Makefile NOMENCLATURE.md protobuf vendor
api BUILDING.md circle.yml codecov.yml doc.go identity LICENSE MAINTAINERS manager picker README.md version
8、在该目录的bin文件夹下可以看到生成的二进制文件
root@controller:~/go/src/github.com/docker/swarmkit/bin# ll
total 76092
drwxr-xr-x 2 root root 4096 Jun 30 10:00 ./
drwxr-xr-x 17 root root 4096 Jun 30 10:00 ../
-rwxr-xr-x 1 root root 12929120 Jun 30 10:00 protoc-gen-gogoswarm*
-rwxr-xr-x 1 root root 18044776 Jun 30 10:00 swarm-bench*
-rwxr-xr-x 1 root root 19219800 Jun 30 10:00 swarmctl*
-rwxr-xr-x 1 root root 27708144 Jun 30 10:00 swarmd*
swarmd是一个swarmkit daemon程序，用来运行manager和worker。
swarmctl是一个命令行工具，用来访问swarm manger
我们需要将这四个文件分别拷贝到不同manage和worker节点的/usr/bin里面，当然，也可以放在上述的环境变量里面。
9、建议在该机器下载一个测试镜像。
10、关闭虚拟机，复制。
“ SwarmKit 具体使用 ”
目前我已经准备好了三台虚拟机，里面的环境都是一样的。
Manager：192.168.14.244/controller
Worker：192.168.14.80/worker1
Worker：192.168.14.223/worker2
确保manager和所有worker都可以实现ssh无密码访问
1、在manager节点执行启动命令swarmd -d /tmp/controller --listen-control-api /tmp/controller/swarm.sock --hostname controller
root@controller:~# swarmd -d /tmp/controller --listen-control-api /tmp/controller/swarm.sock --hostname controller
Warning: Specifying a valid address with --listen-remote-api may be necessary for other managers to reach this one.
INFO[0000] Listening for connections addr=[::]:4242 proto=tcp
INFO[0000] Listening for local connections addr=/tmp/controller/swarm.sock proto=unix
INFO[0000] 2dacc8ed9d604bff became follower at term 0
INFO[0000] newRaft 2dacc8ed9d604bff [peers: [], term: 0, commit: 0, applied: 0, lastindex: 0, lastterm: 0]
INFO[0000] 2dacc8ed9d604bff became follower at term 1
INFO[0000] 2dacc8ed9d604bff is starting a new election at term 1
INFO[0000] 2dacc8ed9d604bff became candidate at term 2
INFO[0000] 2dacc8ed9d604bff received vote from 2dacc8ed9d604bff at term 2
INFO[0000] 2dacc8ed9d604bff became leader at term 2
INFO[0000] raft.node: 2dacc8ed9d604bff elected leader 2dacc8ed9d604bff at term 2
INFO[0000] node is ready注意：你可以使用nohup命令启动后台运行
然后分别在worker机器上运行加入集群的命令
swarmd -d /tmp/work1 --hostname work1 --join-addr 192.168.13.244:4242
root@worker1:~# swarmd -d /tmp/work1 --hostname work1 --join-addr 192.168.13.244:4242
Warning: Specifying a valid address with --listen-remote-api may be necessary for other managers to reach this one.
INFO[0000] Waiting for TLS certificate to be issued...
INFO[0000] Downloaded new TLS credentials with role: swarm-worker.
INFO[0000] node is ready
swarmd -d /tmp/work2 --hostname work2 --join-addr 192.168.13.244:4242
root@worker2:~# swarmd -d /tmp/work2 --hostname work2 --join-addr 192.168.13.244:4242
Warning: Specifying a valid address with --listen-remote-api may be necessary for other managers to reach this one.
INFO[0000] Waiting for TLS certificate to be issued...
INFO[0000] Downloaded new TLS credentials with role: swarm-worker.
INFO[0000] node is ready这样三台机器都加入了统一的SwarmKit集群管理中了。接下来我们就可以通过swarmctl命令对docker集群进行管理了，这里面需要添加SWARM_SOCKET环境变量，参看上述。
2、查看目前的集群节点情况
root@controller:~# swarmctl node ls
ID Name Membership Status Availability Manager Status
-- ---- ---------- ------ ------------ --------------
5a9hk2li71cx0fuzgi42wsrvc work1 ACCEPTED READY ACTIVE
a84vwflvs2ao4awtxor4ybaa6 work2 ACCEPTED READY ACTIVE
azwpol92a8mrk1mssqw2ry7p7 controller ACCEPTED READY ACTIVE REACHABLE *可以看到目前所有的状态都是正常状态
3、创建一个ubuntu服务
root@controller:~# swarmctl service create --name ubuntu --image ubuntu:14.04
1601akon3w1t1m7i9el4pn9gl注意：如果集群各个节点包含镜像，启动比较快，如果不包含，各个节点如果联网，自行去docker hub里面下载镜像，这个可能会花费时间。这也是我建议为什么先下载一个镜像的原因。
查看目前的服务情况
root@controller:~# swarmctl service ls
ID Name Image Replicas
-- ---- ----- --------
1601akon3w1t1m7i9el4pn9gl ubuntu ubuntu:14.04 0/1通过inspect查看服务的详细情况。
root@controller:~# swarmctl service inspect ubuntu
ID : 1601akon3w1t1m7i9el4pn9gl
Name : ubuntu
Replicas : 0/1
Template
Container
Image : ubuntu:14.04
Task ID Service Slot Image Desired State Last State Node
------- ------- ---- ----- ------------- ---------- ----
9qflavdz3okfqtael5558o8ey ubuntu 1 ubuntu:14.04 RUNNING PREPARING 34 seconds ago controller
Last State是PREPARING，说明controller还没有启动ubuntu容器，因为本地还没有镜像，需要从镜像仓库拉取。
4、更新服务
SwarmKit提供的swarmctl service update功能可以对已有的服务的信息进行更新，例如镜像版本，实例参数（CPU、内存、端口号、网络、卷...）、副本数、标签、环境变量等进行更新
root@controller:~# swarmctl service update ubuntu
Error: no changes detected
Usage:
swarmctl service update <service ID> [flags]
Flags:
--args value container args (default [])
--bind value define a bind mount (default [])
--command value override entrypoint (default [])
--constraint value Placement constraint (node.labels.key==value) (default [])
--cpu-limit string CPU cores limit (e.g. 0.5)
--cpu-reservation string number of CPU cores reserved (e.g. 0.5)
--env value container env (default [])
--image string container image
--label value service label (key=value) (default [])
--memory-limit string memory limit (e.g. 512m)
--memory-reservation string amount of reserved memory (e.g. 512m)
--name string service name
--network string network name
--ports value ports (default [])
--replicas uint number of replicas for the service (only works in replicated service mode) (default 1)
--restart-condition string condition to restart the task (any, failure, none) (default "any")
--restart-delay string delay between task restarts (default "5s")
--restart-max-attempts uint maximum number of restart attempts (0 = unlimited)
--restart-window string time window to evaluate restart attempts (0 = unbound) (default "0s")
--update-delay string delay between task updates (0s = none) (default "0s")
--update-parallelism uint task update parallelism (0 = all at once)
--volume value define a volume mount (default [])
5、节点管理
root@controller:~# swarmctl service inspect ubuntu
ID : 1601akon3w1t1m7i9el4pn9gl
Name : ubuntu
Replicas : 0/3
Template
Container
Image : ubuntu:14.04
Task ID Service Slot Image Desired State Last State Node
------- ------- ---- ----- ------------- ---------- ----
e4xaodj9v2sest4ix141wgu4t ubuntu 1 ubuntu:14.04 ACCEPTED ACCEPTED now work2
0yfsmmpvq51clsywnfjn077va ubuntu 2 ubuntu:14.04 RUNNING PREPARING 17 minutes ago work1
706418wj5je0h7jtirvqmhlfi ubuntu 3 ubuntu:14.04 ACCEPTED ACCEPTED now controller我们可以通过swarmctl node drain work2命令将work2设置为不可用状态
（如果希望激活，使用swarmctl node activate work2命令即可）
同时我们可以查看到状态改变
root@controller:~# swarmctl node drain work2
root@controller:~# swarmctl service inspect ubuntu
ID : 1601akon3w1t1m7i9el4pn9gl
Name : ubuntu
Replicas : 0/3
Template
Container
Image : ubuntu:14.04
Task ID Service Slot Image Desired State Last State Node
------- ------- ---- ----- ------------- ---------- ----
2znvxhamkbvj2eqf5q3xxin7d ubuntu 1 ubuntu:14.04 RUNNING PREPARING 6 seconds ago controller
0yfsmmpvq51clsywnfjn077va ubuntu 2 ubuntu:14.04 RUNNING PREPARING 19 minutes ago work1
890be0l7eapjep5v8k70b2pto ubuntu 3 ubuntu:14.04 ACCEPTED ACCEPTED 2 seconds ago controller任务已经迁移到controller和work1上了。
后面可以看到controller的实例以ubuntu.3.xxxxx；work1的实例以ubuntu.2.xxxxx；work2的实例名以ubuntu.1.xxxxx，这是因为我执行了（swarmctl service update redis --replicas 3）副本操作。
我们看到在controller里面已经可以看到原来work2的实例了
root@controller:~# docker ps -a
CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES
a159185201f8 ubuntu:14.04 "/bin/bash" 5 seconds ago Exited (0) 4 seconds ago ubuntu.1.58zd7f87vldcici33i272v20o
0507647074e1 ubuntu:14.04 "/bin/bash" 8 seconds ago Exited (0) 6 seconds ago ubuntu.3.dwbyeoyk9bgu07u2wz3utoput
50a5aea24ed2 ubuntu:14.04 "/bin/bash" 17 seconds ago Exited (0) 16 seconds ago ubuntu.1.9dwu5e3tb9cte2w2fnp7lyd1r
f8244e6e4d55 ubuntu:14.04 "/bin/bash" 23 seconds ago Exited (0) 22 seconds ago ubuntu.3.0dipyu39lyhvqtc68bq5tfld2
7019fbed41f1 ubuntu:14.04 "/bin/bash" 31 seconds ago Exited (0) 29 seconds ago ubuntu.1.2kjo445p3l2fucgo82e06gy1e
a63eac32c424 ubuntu:14.04 "/bin/bash" 33 seconds ago Exited (0) 31 seconds ago ubuntu.3.anr48rmhqyh98v2xmwvafb60x
928882228a57 ubuntu:14.04 "/bin/bash" 46 seconds ago Exited (0) 45 seconds ago ubuntu.3.bymam97t2g6libynguczc6lm8
6ec7ad7a6bd2 ubuntu:14.04 "/bin/bash" 48 seconds ago Exited (0) 47 seconds ago ubuntu.1.ct3fc130hki4keq6ax0uq0at6
98e9728e9000 ubuntu:14.04 "/bin/bash" 56 seconds ago Exited (0) 55 seconds ago ubuntu.3.arjd0dtjefhofd5xnxw48loli
bcf0708aae66 ubuntu:14.04 "/bin/bash" 59 seconds ago Exited (0) 58 seconds ago ubuntu.1.augk3ferw6tvwe8qs6fk3wtt2
57db27be5bbd ubuntu:14.04 "/bin/bash" About a minute ago Exited (0) About a minute ago ubuntu.3.6tkx22dhta5gtmkbpk83osj4k
6fdf69e49e98 ubuntu:14.04 "/bin/bash" About a minute ago Exited (0) About a minute ago ubuntu.1.4qamwbaezfp3iigo0kkwzh5my
3715774ddda2 ubuntu:14.04 "/bin/bash" About a minute ago Exited (0) About a minute ago ubuntu.3.5h2ohspdob81pueb74xmrr9q9
22071586b2a0 ubuntu:14.04 "/bin/bash" About a minute ago Exited (0) About a minute ago ubuntu.1.f4lmuk63l20kp165qe6uovo1n
797aa652b3da ubuntu:14.04 "/bin/bash" About a minute ago Exited (0) About a minute ago ubuntu.3.2pyygimy8ilaub70gltsa96d0
22143a2f7795 ubuntu:14.04 "/bin/bash" About a minute ago Exited (0) About a minute ago ubuntu.1.dvrjxce69qa382otiw225gmac
1a26f50f87fa ubuntu:14.04 "/bin/bash" About a minute ago Exited (0) About a minute ago ubuntu.3.byb6g2iuehmvgif7ss0nwnk0d
f43232d8a05a ubuntu:14.04 "/bin/bash" 2 minutes ago Exited (0) About a minute ago ubuntu.1.8zucjezgh65dv58jckgt0ycjj后面我们将work2激活后，看到work2的实例又启用了
root@worker2:~# docker ps -a
CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES
9424a0b3dd72 ubuntu:14.04 "/bin/bash" 10 seconds ago Exited (0) 9 seconds ago ubuntu.1.ezptv6gxoalsqdawl9uz2anwk
6dd10817d0cf ubuntu:14.04 "/bin/bash" 20 seconds ago Exited (0) 19 seconds ago ubuntu.1.8lnrs64khjyqj69cnt03o20cs
a71f20118aba ubuntu:14.04 "/bin/bash" 32 seconds ago Exited (0) 31 seconds ago ubuntu.1.2i81636zz5vpkzjxs0emswmys
ef939614adcc ubuntu:14.04 "/bin/bash" 42 seconds ago Exited (0) 41 seconds ago ubuntu.1.0b66k4exrehqc1zatoalmvfki
e06a3e77986f ubuntu:14.04 "/bin/bash" 52 seconds ago Exited (0) 52 seconds ago ubuntu.1.41gzjjru89aym5yxx56f1li77
c9a5e2ecacfd ubuntu:14.04 "/bin/bash" About a minute ago Exited (0) About a minute ago ubuntu.1.5hwusgfhb20fkzo1nloragkia
0785dd33cdf1 ubuntu:14.04 "/bin/bash" About a minute ago Exited (0) About a minute ago ubuntu.1.71qca8ze2rpb94p3zv86y4u0e
6fc4a1a657aa ubuntu:14.04 "/bin/bash" About a minute ago Exited (0) About a minute ago ubuntu.1.0vujqtkoz7bl3rtui2kpexjhm
b2c046e8515c ubuntu:14.04 "/bin/bash" About a minute ago Exited (0) About a minute ago ubuntu.1.54elpfbr77jaq420mar5hn3vi
结语
目前SwarmKit由于刚开源，肯定有大量的问题存在，而且都还不能进入生产系统，但是作为直接集成到Docker Engine的优势比较明显，我个人在使用过程中还发现了不少问题。（问题可能是我理解不同）
例如：为什么我频繁刷新某个机器的docker实例，相关的Contrainer_ID并不一样，频繁变化，如果我全部启动后，contrainer_id固定下来了，但是类似上述的迁移还发生了变化。
另外，我理解的集群管理应该是我创建一个镜像的服务，应该根据内部的调度算法，创建某个容器实例在某个集群节点上，（上述看到的很多，是因为我更新了服务副本为3，执行了swarmctl service update redis --replicas 3），
但是为什么每个集群节点都包含9个容器实例，难道是根据我的虚拟机配置2vCPU+2vG，直接占满资源么？
后面还需要对该工具进一步研究，不过我还是比较看好该工具在容器集群的发展前景的。
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