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Scaling Docker with Kubernetes
Carlos Sanchez

@csanchez
About
Senior Software Engineer @ CloudBees
Author of Jenkins Kubernetes plugin
Long time OSS contributor at Apache
Maven, Eclipse, Puppet,…
Containers & micro
services
@YourTwitterHandle
Docker
Linux containers
Union File
System
File System Users
Processes Network
But it is not trivial
Kubernetes
How would you design your
infrastructure if you couldn't login? Ever.
Kelsey Hightower
CoreOS
Kubernetes
Container cluster orchestration
Docker containers across multiple hosts
(nodes or minions)
Higher level API
Enforced state
Monitoring of endpoints
Master
Kubernetes API Server
scheduling and synchronization
etcd
Kubernetes Controller Manager Server
implements replication algorithm watching
etcd
Node
Docker
Kubelet
ensures state of Pods
Kubernetes Proxy
simple network proxy
etcd
SkyDNS
ElasticSearch + Kibana
Providers
GKE
Azure
Vmware
Rackspace
oVirt
Vagrant
CloudStack
Ubuntu
Cluster
export KUBERNETES_PROVIDER=gce
export KUBERNETES_NUM_MINIONS=2
cluster/kube-up.sh
Google Container
Engine
Google Container Engine
gcloud container
--project my-project
clusters create cluster-1
--machine-type g1-small
--num-nodes 2
Node
---
kind: "Node"
apiVersion: "v1"
metadata:
name: "gke-kubernetes-jenkins-e46fdaa5-node-5gvr"
selfLink: "/api/v1/nodes/gke-kubernetes-jenkins-e46fdaa5-
node-5gvr"
uid: "39f02f2c-73e8-11e5-a004-42010af00137"
resourceVersion: "361180"
creationTimestamp: "2015-10-16T09:28:14Z"
labels:
kubernetes.io/hostname: "gke-kubernetes-jenkins-e46fdaa5-
node-5gvr"
spec:
podCIDR: "10.172.0.0/24"
externalID: "13482309745852170188"
providerID: "gce://prefab-backbone-109611/us-central1-f/gke-
kubernetes-jenkins-e46fdaa5-node-5gvr"
status:
capacity:
cpu: "1"
memory: "3800808Ki"
pods: "40"
conditions:
-
type: "Ready"
status: "True"
lastHeartbeatTime: "2015-10-19T08:08:46Z"
lastTransitionTime: "2015-10-16T09:28:51Z"
reason: "kubelet is posting ready status"
addresses:
-
type: "InternalIP"
address: "10.240.0.4"
-
type: "ExternalIP"
address: "104.154.35.119"
nodeInfo: ...
Pod
Group of colocated containers
Same network namespace/IP
Environment variables
Shared volumes
host mounted
empty volumes
GCE data disks
AWS EBS volumes
nfs
glusterfs
secrets
@YourTwitterHandle
Pods
Node
client
kubelet
pods
Master
Node
kubelet
pods
Node
kubelet
pods
… … …
Pod
kind: "Pod"
apiVersion: "v1"
metadata:
name: "jenkins"
labels:
name: "jenkins"
spec:
containers:
-
name: "jenkins"
image: "csanchez/jenkins-swarm:
1.625.1-for-volumes"
ports:
- containerPort: 8080
- containerPort: 50000
volumeMounts:
- name: "jenkins-data"
mountPath: "/var/jenkins_home"
volumes:
- name: "jenkins-data"
hostPath:
path: "/home/docker/jenkins"
Replication controller
Ensure a number of pods are running
Pod templates
Rolling update
podpod
pod
container
container
container
@YourTwitterHandle
Replication controllers
Node
client
podA
Master
Node
podA
Node
podB
podA podB
Replication controller
apiVersion: "v1"
kind: "ReplicationController"
metadata:
name: "jenkins"
labels:
name: "jenkins"
spec:
replicas: 1
template:
metadata:
name: "jenkins"
labels:
name: "jenkins"
spec:
containers:
-
name: "jenkins"
image: "csanchez/jenkins-swarm:1.625.1-for-volumes"
ports:
- containerPort: 8080
- containerPort: 50000
volumeMounts:
- name: "jenkins-data"
mountPath: "/var/jenkins_home"
volumes:
- name: "jenkins-data"
hostPath:
path: "/var/jenkins"
Services
Pod discovery
IP per service
Route to pods selected with labels
Can create a load balancer in GCE and
AWS
@YourTwitterHandle
Services
client
pod
Service
pod pod
Services
apiVersion: "v1"
kind: "Service"
metadata:
name: "jenkins"
spec:
type: "LoadBalancer"
selector:
name: "jenkins"
ports:
-
name: "http"
port: 80
targetPort: 8080
protocol: "TCP"
-
name: "slave"
port: 50000
protocol: "TCP"
Networking
all containers can communicate with all other
containers

without NAT
all nodes can communicate with all containers
(and vice-versa) 

without NAT
the IP that a container sees itself as is the same IP

that others see it as
Containers in a Pod can talk using localhost
Networking
Every machine in the cluster is assigned a full
subnet
ie. node A 10.0.1.0/24 and node B 10.0.2.0/24
Simpler port mapping
Only supported by GCE
CoreOS flannel
Creates an overlay network in other providers
Kubernetes cluster with docker-compose
# Docker Compose definition for a one node Kubernetes cluster
# Based on Docker Cookbook example
# https://github.com/how2dock/docbook/ch05/docker
etcd:
image: kubernetes/etcd:2.0.5.1
net: "host"
command: /usr/local/bin/etcd --addr=127.0.0.1:4001 --bind-addr=0.0.0.0:4001 --data-dir=/var/etcd/data
master:
image: gcr.io/google_containers/hyperkube:v1.0.1
net: "host"
volumes:
- /var/run/docker.sock:/var/run/docker.sock
command: /hyperkube kubelet --api_servers=http://localhost:8080 --v=2 --address=0.0.0.0 --enable_server
--hostname_override=127.0.0.1 --config=/etc/kubernetes/manifests
proxy:
image: gcr.io/google_containers/hyperkube:v1.0.1
net: "host"
privileged: true
command: /hyperkube proxy --master=http://127.0.0.1:8080 --v=2
Related projects
Docker Machine
Provision Docker engines
VirtualBox, replaces boot2docker !
Amazon EC2
Microsoft Azure
Google Compute Engine
OpenStack
Rackspace
VMware
…
Docker Swarm
Clustering for Docker containers
Using the same API
Integrates with Mesos / Mesosphere
And planned
Amazon EC2 Container Service (ECS)
Google Kubernetes
IBM Bluemix Container Service
Joyent Smart Data Center
Microsoft Azure
Docker Compose
Orchestration of multi-container apps
Based on Fig
Defined by:
containers
configuration
links
volumes
Apache Mesos
A distributed systems kernel
Docker Containerizer
Marathon & Chronos
Kubernetes and
Jenkins
@YourTwitterHandle
Initial solution
Replication
Controller
Jenkins master
Replication
Controller Slaves
slave 3
slave 2Google
Persistent Disk
slave 1
Kubernetes Jenkins
plugin
Kubernetes Jenkins plugin
As a plugin
on demand slaves
https://github.com/jenkinsci/kubernetes-
plugin
Kubernetes Jenkins plugin
pods, not replication controllers
Jenkins Cloud API
Fabric8 Java API
Workflow support
Roadmap
Stable API
When Kubernetes Java lib is stable
Using new Jenkins Cloud/Containers APIs
Use jobs in Kubernetes 1.1
Example code and slides
Available at
http://slideshare.csanchez.org
https://github.com/jenkinsci/kubernetes-
plugin
https://github.com/carlossg/kubernetes-
jenkins
http://blog.csanchez.org
Дякую

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