Clustering with Docker Swarm - Dockerops 2016 @ Cento (FE) Italy

DockerOps 2016 #dockerops Giovanni Toraldo ~ ClouDesire.com
Clustering with Docker Swarm
1

About me
Lead developer at
ClouDesire.com
Open Source Enthusiast
with SuperCow Powers
Java/PHP/whatever
developer
writer of the OpenNebula
book
devops
https://twitter.com/gionn
me@gionn.net
2

What is ClouDesire?
Application Marketplace to help software vendors to sell and provision
applications
● Web Applications:
○ provision VM
○ on multiple cloud providers
○ deploy/upgrade application and dependencies docker containers
○ application logging
○ resource monitoring
● With multi-tenant applications/SaaS:
○ expose REST hooks and API for billing lifecycle
● manage subscriptions, billing, pay-per-use, invoicing, payments.
3

History of Docker networking support
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● 2014-06-09 — Docker 1.0 release - standard bridges, no multi-host
support
● 2015-06-16 — Docker 1.7 release - experimental volume plugins,
networking rewritten and released as libnetwork
● 2015-07-24 — libnetwork 0.4.0 release, experimental overlay driver
and network plugins
● 2015-08-04 — Docker Swarm 0.4 release
● 2015-10-13 — Docker Swarm 1.0 release
● 2015-11-03 — Docker 1.9 release - network feature exits experimental,
multi-host networking using VXLAN based overlay driver
● 2016-02-04 — Docker 1.10 release - DNS based discovery

Docker without Swarm
● Independent Docker hosts
○ Chef, Puppet, Ansible?
● Containers manual allocation on multiple nodes
○ Non-linear resources usage
○ No service discovery, hardcoded configurations
■ Consul?
○ Manual reaction to failures
● Unhandled container data - bounded to local node
● Only third-party OSS “schedulers” available (without simplicity in mind)
○ Google Kubernetes
○ Apache Mesos
○ Spotify Helios
○ New Relic Centurion
5

And then, Swarm.
● Native clustering for Docker:
○ turns a pool of Docker hosts into a single, virtual host
● Standard Docker API
○ re-use existing tools
■ docker cli
■ compose
■ dokku
■ anything else
● Pluggable schedulers
6

Steps for bootstrap a Swarm cluster
Bootstrapping a cluster, the practical way:
● Launch a fleet of VM, reachable via SSH
● docker daemon running
○ reachable via TCP port
○ auth with TLS certificates
● external service discovery backend required
● Bootstrap swarm-manager
● Bootstrap swarm-agent on the remaining nodes
● Use swarm-manager API
7

Docker-Machine for launching VM
Machine manager (like Vagrant)
https://github.com/docker/machine
(Win/Mac: distributed in Docker toolkit)
● Launch VM somewhere
● Install Docker
● Generates and copy certificates
○ (password-less auth)
● Enable remote access via TCP
8

Docker-Machine help
● active: Print which machine is
active
● config: Print the connection config
for machine
● create: Create a machine
● env: Display the commands to set
up the environment for the Docker
client
● inspect: Inspect information about a
machine
● ip: Get the IP address of a machine
● kill: Kill a machine
● ls: List machines
● provision: Re-provision existing
machines
● regenerate-certs: Regenerate TLS
Certificates for a machine
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● restart: Restart a machine
● rm: Remove a machine
● ssh: Log into or run a command on
a machine with SSH.
● scp: Copy files between machines
● start: Start a machine
● status: Get the status of a machine
● stop: Stop a machine
● upgrade: Upgrade a machine to the
latest version of Docker
● url: Get the URL of a machine
● version: Show the Docker Machine
version or a machine docker
version

Docker-Machine backends
Where nodes can run?
● Generic backend
○ existing hosts with ssh access
● Local machine (virtualization)
○ Virtualbox
○ VMware Fusion
● Cloud providers
○ Amazon
○ GCE
○ Rackspace
○ DigitalOcean
○ ...
10

Bootstrap a node with Docker-Machine
$ docker-machine create --driver generic --generic-ip-address=<ip-
address> <nodename>
$ docker-machine create --driver virtualbox <nodename>
$ docker-machine create --driver digitalocean --digitalocean-access-token
<token> <nodename>
$ docker-machine create --driver amazonec2 --amazonec2-access-key
<key> --amazonec2-secret-key <secret> <nodename>
$ docker-machine create --driver kvm --kvm-cpu-count 2 --kvm-disk-size
20 --kvm-memory 4096 <nodename>
11

Interaction with a Docker-Machine node
$ docker-machine env default
export DOCKER_TLS_VERIFY="1"
export DOCKER_HOST="tcp://192.168.99.100:2376"
export DOCKER_CERT_PATH="/home/gionn/.docker/machine/machines/default"
export DOCKER_MACHINE_NAME="default"
# Run this command to configure your shell:
# eval "$(docker-machine env default)"
$ docker info
Kernel Version: 4.1.17-boot2docker
Operating System: Boot2Docker 1.10.0 (TCL 6.4.1); master : b09ed60 - Thu
Feb 4 20:16:08 UTC 2016
12

Docker-Machine for launching a swarm-master
Using the Docker Hub discovery backend (best for testing/development):
$ docker run swarm create
a62518a837ed196550ec83442901dfad
$ docker-machine create
-d <backend-plugin>
--swarm
--swarm-master
--swarm-discovery token://<token>
swarm-master
or manually:
$ docker run -d -p 3375:2375 -t swarm manage token://<token>
13

Docker-Machine for launching swarm nodes
-d <backend-plugin>
--swarm
--swarm-discovery token://<token>
swarm-node-00
or manually:
$ docker run -d swarm join --addr=<master-ip>:2375 token://<token>
14

Check running machine status
$ docker-machine ls
NAME ACTIVE DRIVER STATE URL SWARM DOCKER ERRORS
swarm-master - virtualbox Running tcp://192.168.99.101:2376 swarm-master (master) v1.10.0
swarm-node-00 - virtualbox Running tcp://192.168.99.100:2376 swarm-node-00 v1.10.0
$ eval $(docker-machine env swarm-master) && docker ps
CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS
NAMES
b664b357e999 swarm:latest "/swarm join --advert" 2 days ago Up 21 minutes swarm-agent
52ddf6fbab43 swarm:latest "/swarm manage --tlsv" 2 days ago Up 21 minutes swarm-agent-master
15

First lap with Docker Swarm
$ docker -H 192.168.99.101:3376 ps -a
CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS
NAMES
c4067a2f176b swarm:latest "/swarm join --advert" 2 minutes ago Up 2 minutes
swarm-node-00/swarm-agent
9623e4e94771 swarm:latest "/swarm join --advert" 7 minutes ago Up 7 minutes
swarm-master/swarm-agent
8576ffa755c4 swarm:latest "/swarm manage --tlsv" 7 minutes ago Up 7 minutes
swarm-master/swarm-agent-master
● agent running on every node
● master running on a single node
16

Service discovery backends for production
Swarm relies on a service discovery backend to knows endpoints of
all the nodes.
● Docker Hub token (ok for testing, not intended for production)
● Static file with IP:port list or range (poor man service discovery)
● etcd
● consul
● zookeeper
17

Service discovery with Consul
Consul is a distributed, highly available
Key/Value store and service registry, with
simple API.
https://www.hashicorp.com/
https://www.consul.io
18

Consul features
● Agent based
● Key-Value Store
● Services discovery backend
● Services Health Checking
● Query interfaces
○ HTTP JSON API
○ DNS
● LAN communication
● WAN replication (Multi-DC)
● UI for browsing
19
● Agent
○ Health Checking
○ Query interface (HTTP,
DNS)
● Server
○ Data storage and
replication
○ Leader election
○ Query interface (HTTP,
DNS)

20

Bootstrap Consul cluster with Docker-Machine
Initialize new node(s):
-d <backend-plugin>
consul-1
Prepare for launch:
$ eval $(docker-machine env consul-1)
21

Service discovery with Consul
Single node bootstrap:
$ docker run --net=host progrium/consul -server -bootstrap
Multiple node bootstrap:
$ docker run --net=host progrium/consul -server -bootstrap-expect 3
$ docker run --net=host progrium/consul -server -join <existing-node-ip>
https://hub.docker.com/r/progrium/consul/
22

Bootstrap swarm-master backed by Consul
-d <backend-plugin>
--swarm
--swarm-master
--swarm-discovery="consul://$(docker-machine ip consul-1):8500" --
engine-opt="cluster-store=consul://$(docker-machine ip consul-1):
8500"
--engine-opt="cluster-advertise=eth1:2376"
swarm-master
● Node information saved in the K/V store
● Master announce itself on the network for being picked up by agents
23

Highly available Swarm master backed by Consul
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Master replaced automatically when a last advertise TTL expires
-d virtualbox
--swarm
--swarm-master
--swarm-discovery="consul://$(docker-machine ip consul-1):8500"
--engine-opt="cluster-store=consul://$(docker-machine ip consul-1):
8500"
--engine-opt="cluster-advertise=eth1:2376"
--swarm-opt="replication=true"
--swarm-opt="advertise=eth1:3376"
swarm-master

Multi-Host networking with Overlay driver
Default bridge network allows only single host networking.
Overlay enables multi-host networking with a software-defined network.
● K/V Store is required (e.g. Consul)
● Create a network with overlay driver
$ docker -H 192.168.99.101:3376 network create --driver overlay --subnet=10.
0.9.0/24 cloudesire
● Run containers within the new network
$ docker -H 192.168.99.101:3376 run -ti --net=cloudesire busybox
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Multi-Host networking with Overlay driver (2)
● Example ip addr of a container attached to overlay network
11: eth0@if12: <BROADCAST,MULTICAST,UP,LOWER_UP,M-DOWN> mtu 1450 qdisc noqueue
link/ether 02:42:0a:00:09:02 brd ff:ff:ff:ff:ff:ff
inet 10.0.9.2/24 scope global eth0
14: eth1@if15: <BROADCAST,MULTICAST,UP,LOWER_UP,M-DOWN> mtu 1500 qdisc noqueue
link/ether 02:42:ac:12:00:02 brd ff:ff:ff:ff:ff:ff
inet 172.18.0.2/16 scope global eth1
● Multiple overlay network can be created
● Service discovery via dns enabled
○ Forget about using links
■ No more starting order madness
■ No more restart parties
● Additional services registered via --publish-service=service.name
○ Multiple containers exposing the same service
26

Swarm Manager scheduler policies
Available strategies:
● spread
○ few containers on every node
● binpack
○ most containers on few nodes
● random
○ totally cpu/memory unaware
Tip: stopped containers count towards scheduler allocation
27

Scheduler filters
Filters enabled by default:
● Health
○ avoid starting containers on unhealthy hosts
● Constraints
○ by node name
○ by storage driver
○ by kernel version
○ by custom labels
$ docker run -e constraint:storage==ssd mysql
28

Container filters
● affinity
○ container: prefer scheduling nearby existing container
■ -e affinity:container==frontend
○ image: prefer scheduling on node with already pulled image
■ -e affinity:image==redis
○ label: prefer scheduling nearby tagged containers
■ --label com.example.type=frontend
■ -e affinity:com.example.type==frontend
● dependency
○ --volumes-from=N — same node where volume reside
○ --link=N:alias — same node with container to link to
○ --net=container:N — node with same network stack of another container
● port
○ avoids port clashes when launching multiple containers on the same port
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What about Storage?
● Docker 1.8 introduced volume plugins
● Docker 1.9 improve usability of volume plugins
Available plugins (any particular Swarm support required):
● Flocker (move data along with containers)
● Netshare (NFS, CIFS, AWS AFS)
● Convoy (NFS, EBS, plus snapshot support)
● GlusterFS
● https://github.com/docker/docker/blob/master/docs/extend/plugins.md
$ docker run -d --volume-driver <driver> -v <src:dst_path> <image>
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Gotchas -> Roadmap
● Too simple container rescheduling on node failure
○ No stateful/stateless distinction
● No rebalancing across nodes
● No Global Scheduling (same container on every node, e.g. log
collector)
● No Persistence of status - no Shared State
○ If master goes offline, and then node goes offline, master came back, no way to
know what was on node running
● Scalability up to hundreds of nodes
● Lacking integration with larger platforms: Mesos, Kubernetes
31

Questions/demo?
32

Clustering with Docker Swarm - Dockerops 2016 @ Cento (FE) Italy

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Clustering with Docker Swarm - Dockerops 2016 @ Cento (FE) Italy