Adds Stateful Set Basics as a tutorial

The content is in
docs/tutorials/stateful-applications/basic-stateful-set.md
The example application, named web, is in
docs/tutorials/stateful-applications/web.yaml
The tutorials TOC and index have been udpated to include a Stateful
Applications section of which this example is a subsection
This commit is contained in:
Kenneth Owens 2016-11-28 14:22:55 -08:00
parent e6f9f1f811
commit ad59c9f827
4 changed files with 782 additions and 0 deletions

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@ -51,3 +51,7 @@ toc:
path: /docs/tutorials/stateless-application/expose-external-ip-address-service/
- title: Exposing an External IP Address to Access an Application in a Cluster
path: /docs/tutorials/stateless-application/expose-external-ip-address/
title: Stateful Applications
section:
- title: Stateful Set Basics
path: /docs/tutorials/stateful-application/basic-stateful-set/

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@ -15,6 +15,10 @@ The Tutorials section of the Kubernetes documentation is a work in progress.
* [Exposing an External IP Address to Access an Application in a Cluster](/docs/tutorials/stateless-application/expose-external-ip-address/)
#### Stateful Applications
* [Stateful Set Basics](/docs/tutorials/stateful-application/basic-stateful-set/)
### What's next
If you would like to write a tutorial, see

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@ -0,0 +1,727 @@
---
assignees:
- bprashanth
- enisoc
- erictune
- foxish
- janetkuo
- kow3ns
- smarterclayton
---
{% capture overview %}
This tutorial provides an introduction to the
[Stateful Set](/docs/concepts/controllers/statefulsets.md) concept. It
demonstrates how to create, delete, scale, and update the container image of a
Stateful Set.
{% endcapture %}
{% capture prerequisites %}
Before you begin this tutorial, you should familiarize yourself with the
following Kubernetes concepts.
* [Pods](/docs/user-guide/pods/single-container/)
* [Cluster DNS](/docs/admin/dns/)
* [Headless Services](/docs/user-guide/services/#headless-services)
* [Persistent Volumes](/docs/user-guide/volumes/)
* [Persistent Volume Provisioning](http://releases.k8s.io/{{page.githubbranch}}/examples/experimental/persistent-volume-provisioning/)
* [Stateful Sets](/docs/concepts/controllers/statefulsets.md)
* [kubeclt CLI](/docs/user-guide/kubectl)
This tutorial assumes that your cluster is configured to dynamically provision
and Persistent Volumes. If your cluster is not configured to do so, you
will have to manually provision five 1 GiB volumes prior to starting this
tutorial.
{% endcapture %}
{% capture objectives %}
Stateful Sets are intended to be used with stateful applications and distributed
systems. However, the administration of stateful applications and
distributed systems on Kubernetes is a broad, complex topic. In order to
demonstrate the basic features of a Stateful Set, and to not conflate the former
topic with the latter, a simple web application will be used as a running
example throughout this tutorial.
After this tutorial, you will be familiar with the following.
* How to create a Stateful Set
* How a Stateful Set manages its Pods
* How to delete a Stateful Set
* How to scale a Stateful Set
* How to update the container image of a Stateful Set's Pods
{% endcapture %}
{% capture lessoncontent %}
### Creating a Stateful Set
Begin by creating a Stateful Set using the example below. It is similar to the
example presented in the
[Stateful Sets](/docs/concepts/controllers/statefulsets.md) concept. It creates
a [Headless Service](/docs/user-guide/services/#headless-services), `nginx`, to
control the domain of the Stateful Set, `web`.
{% include code.html language="yaml" file="web.yaml" ghlink="/docs/tutorials/stateful-application/web.yaml" %}
You will need to use two terminal windows. In the first terminal, use
[`kubectl get`](/docs/user-guide/kubectl/kubectl_get/) to watch the creation
of the Stateful Set's Pods.
```shell
$ kubectl get pods -w -l app=nginx
```
In the second terminal, use
[`kubeclt create`](/docs/user-guide/kubectl/kubectl_create/) to create the
Headless Service and Stateful Set defined in `web.yaml`.
```shell
$ kubectl create -f web.yml
service "nginx" created
statefulset "web" created
```
The command above creates two Pods, each running a
[NGINX](https://www.nginx.com) webserver. Get the `nginx` Service and the
`web` Stateful Set to verify that they were created successfully.
```shell
$ kubectl get service nginx
NAME CLUSTER-IP EXTERNAL-IP PORT(S) AGE
nginx None <none> 80/TCP 12s
$ kubectl get statefulset web
NAME DESIRED CURRENT AGE
web 2 1 20s
```
#### Ordered Pod Creation
For a Stateful Set with N replicas, when Pods are being deployed, they are
created sequentially, in order from {0..N-1}. Examine the output of the
`kubectl get` command in the first terminal. Eventually, the output will
look like the example below.
```shell
$ kubectl get pods -w -l app=nginx
NAME READY STATUS RESTARTS AGE
NAME READY STATUS RESTARTS AGE
web-0 0/1 Pending 0 0s
web-0 0/1 Pending 0 0s
web-0 0/1 ContainerCreating 0 0s
web-0 1/1 Running 0 19s
web-1 0/1 Pending 0 0s
web-1 0/1 Pending 0 0s
web-1 0/1 ContainerCreating 0 0s
web-1 1/1 Running 0 18s
```
Notice that the `web-0` Pod is launched and set to Pending prior to
launching `web-1`. In fact, `web-1` is not launched until `web-0` is
[Running and Ready](/docs/user-guide/pod-states).
### Pods in a Stateful Set
#### Ordinal Index
Get the Stateful Set's Pods.
```shell
$ kubectl get pods -l app=nginx
NAME READY STATUS RESTARTS AGE
web-0 1/1 Running 0 1m
web-1 1/1 Running 0 1m
```
As mentioned in the [Stateful Sets](/docs/concepts/controllers/statefulsets.md)
concept, the Pods in a Stateful Set have a sticky, unique identity. This identity
is based on a unique ordinal index that is assigned to each Pod by the Stateful
Set controller. The Pods names take the form
`$(statefulset name)-$(ordinal index)`. Since the `web` Stateful Set has two
replicas, it creates two Pods, `web-0` and `web-1`.
#### Stable Network Identity
Each Pod has a stable hostname based on its ordinal index. Use
[`kubectl exec`](/docs/user-guide/kubectl/kubectl_exec/) to execute the
`hostname` command in each Pod.
```shell
$ for i in 0 1; do kubectl exec web-$i -- sh -c 'hostname'; done
web-0
web-1
```
Use [`kubectl run`](/docs/user-guide/kubectl/kubectl_run/) to execute
a container that provides the `nslookup` command from the `dnsutils` package.
Using `nslookup` on the Pods' hostnames, you can examine their in-cluster DNS
addresses.
```shell
$ kubectl run -i --tty --image busybox dns-test --restart=Never /bin/sh
$ nslookup web-0.nginx
Server: 10.0.0.10
Address 1: 10.0.0.10 kube-dns.kube-system.svc.cluster.local
Name: web-0.nginx
Address 1: 10.244.1.6
$ nslookup web-1.nginx
Server: 10.0.0.10
Address 1: 10.0.0.10 kube-dns.kube-system.svc.cluster.local
Name: web-1.nginx
Address 1: 10.244.2.6
```
The CNAME of the headless serivce points to SRV records (one for each Pod that
is Running and Ready). The SRV records point to A record entries that
contain the Pods' IP addresses.
In one terminal, watch the Stateful Set's Pods.
```shell
$ kubectl get pod -w -l app=nginx
```
In a second terminal, use
[`kubectl delete`](/docs/user-guide/kubectl/kubectl_delete/) to delete all
the Pods in the Stateful Set.
```shell
$ kubectl delete pod -l app=nginx
pod "web-0" deleted
pod "web-1" deleted
```
Wait for both Pods to transition to Running and Ready.
```shell
$ kubectl get pod -w -l app=nginx
NAME READY STATUS RESTARTS AGE
web-0 0/1 ContainerCreating 0 0s
NAME READY STATUS RESTARTS AGE
web-0 1/1 Running 0 2s
web-1 0/1 Pending 0 0s
web-1 0/1 Pending 0 0s
web-1 0/1 ContainerCreating 0 0s
web-1 1/1 Running 0 34s
```
Use `kubectl exec` and `kubectl run` to view the Pods hostnames and in-cluster
DNS entries.
```shell
$ for i in 0 1; do kubectl exec web-$i -- sh -c 'hostname'; done
web-0
web-1
$ kubectl run -i --tty --image busybox dns-test --restart=Never /bin/sh
$ nslookup web-0.nginx
Server: 10.0.0.10
Address 1: 10.0.0.10 kube-dns.kube-system.svc.cluster.local
Name: web-0.nginx
Address 1: 10.244.1.7
$ nslookup web-1.nginx
Server: 10.0.0.10
Address 1: 10.0.0.10 kube-dns.kube-system.svc.cluster.local
Name: web-1.nginx
Address 1: 10.244.2.8
```
The Pods' ordinals, hostnames, SRV records, and A record names have not changed,
but the IP addresses associated with the Pods may have changed. In the cluster
used for this tutorial, they have. This is why it is important not to configure
other applications to connect to Pods in a Stateful Set by IP address.
If you need to find and connect to the active members of a Stateful Set, you
should query the CNAME of the Headless Service
(e.g. `nginx.default.svc.cluster.local`). The SRV records associated with the
CNAME will contain only the Pods in the Stateful Set that are Running and
Ready.
Alternatively, if you only need a predefined set of addresses, for instance if
your application already implements connection logic that tests for
liveness and readiness, you should use the SRV records of the Pods in the
Stateful Set (e.g `web-0.nginx.default.svc.cluster.local`,
`web-1.nginx.default.svc.cluster.local`).
#### Stable Storage
Get the Persistent Volume Claims for `web-0` and `web-1`.
```shell
$ kubectl get pvc -l app=nginx
NAME STATUS VOLUME CAPACITY ACCESSMODES AGE
www-web-0 Bound pvc-15c268c7-b507-11e6-932f-42010a800002 1Gi RWO 48s
www-web-1 Bound pvc-15c79307-b507-11e6-932f-42010a800002 1Gi RWO 48s
```
The Stateful Set controller created two Persistent Volume Claims that are
bound to two [Persistent Volume](/docs/user-guide/volumes/). As the cluster used
in this tutorial is configured to dynamically provision Persistent Volumes, the
Persistent Volumes were created and bound automatically.
The containers NGINX webservers, by default, will serve an index file at
`/usr/share/nginx/html/index.html`. The `volumeMounts` field in the
Stateful Sets `spec` ensures that the `/usr/share/nginx/html` directory is
backed by a Persistent Volume.
Write the Pods' hostnames to their `index.html` files and verify that the NGINX
webservers serve the hostnames.
```shell
$ for i in 0 1; do kubectl exec web-$i -- sh -c 'echo $(hostname) > /usr/share/nginx/html/index.html'; done
$ for i in 0 1; do kubectl exec -it web-$i -- curl localhost; done
web-0
web-1
```
In one terminal, watch the Stateful Set's Pods.
```shell
kubectl get pod -w -l app=nginx
```
In a second terminal, delete all of the Stateful Set's Pods.
```shell
$ kubectl delete pod -l app=nginx
pod "web-0" deleted
pod "web-1" deleted
```
Examine the output of the `kubectl get` command in the first terminal, and wait
for all of the Pods to transition to Running and Ready.
```shell
$ kubectl get pod -w -l app=nginx
NAME READY STATUS RESTARTS AGE
web-0 0/1 ContainerCreating 0 0s
NAME READY STATUS RESTARTS AGE
web-0 1/1 Running 0 2s
web-1 0/1 Pending 0 0s
web-1 0/1 Pending 0 0s
web-1 0/1 ContainerCreating 0 0s
web-1 1/1 Running 0 34s
```
Verify the web servers continue to server their hostnames.
```
$ for i in 0 1; do kubectl exec -it web-$i -- curl localhost; done
web-0
web-1
```
Event though `web-0` and `web-1` were rescheduled, they continue to serve their
hostnames because the Persistent Volumes associated with their Persistent
Volume Claims are remounted to their `volumeMount`s. No matter what node `web-0`
and `web-1` are scheduled on, their Persistent Volumes will be mounted to the
appropriate mount points.
### Scaling a Stateful Set
When we refer to scaling a Stateful Set, we mean increasing or decreasing the
number of replicas in the Stateful Set. This is accomplished by by updating
the `replicas` field. You can use either
[`kubectl scale`](/docs/user-guide/kubectl/kubectl_scale/) or
[`kubectl patch`](/docs/user-guide/kubectl/kubectl_patch/) to scale a Stateful
Set.
#### Scaling Up
In one terminal window, watch the Pods in the Stateful Set.
```shell
$ kubectl get pods -w -l app=nginx
```
In another terminal window, use `kubectl scale` to scale the number of replicas
to 5.
```shell
$ kubectl scale statefulset web --replicas=5
statefulset "web" scaled
```
Examine the output of the `kubectl get` command in the first terminal, and wait
for the three additional Pods to transition to Running and Ready.
```shell
$kubectl get pods -w -l app=nginx
NAME READY STATUS RESTARTS AGE
web-0 1/1 Running 0 2h
web-1 1/1 Running 0 2h
NAME READY STATUS RESTARTS AGE
web-2 0/1 Pending 0 0s
web-2 0/1 Pending 0 0s
web-2 0/1 ContainerCreating 0 0s
web-2 1/1 Running 0 19s
web-3 0/1 Pending 0 0s
web-3 0/1 Pending 0 0s
web-3 0/1 ContainerCreating 0 0s
web-3 1/1 Running 0 18s
web-4 0/1 Pending 0 0s
web-4 0/1 Pending 0 0s
web-4 0/1 ContainerCreating 0 0s
web-4 1/1 Running 0 19s
```
The Stateful Set controller scaled the number of replicas. As with
[Stateful Set creation](#ordered-pod-creation), the Stateful Set controller
created each Pod sequentially with respect to its ordinal index, and it
waited for each Pod's predecessor to be Running and Ready before launching the
subsequent Pod.
#### Scaling Down
In one terminal, watch the Stateful Set's Pods.
```shell
$ kubectl get pods -w -l app=nginx
```
In another terminal, use `kubectl patch` to scale the Stateful Set back down to
3 replicas.
```shell
$ kubectl patch statefulset web -p '{"spec":{"replicas":3}}'
"web" patched
```
Wait for `web-4` and `web-3` to transition to Terminating.
```
$ kubectl get pods -w -l app=nginx
NAME READY STATUS RESTARTS AGE
web-0 1/1 Running 0 3h
web-1 1/1 Running 0 3h
web-2 1/1 Running 0 55s
web-3 1/1 Running 0 36s
web-4 0/1 ContainerCreating 0 18s
NAME READY STATUS RESTARTS AGE
web-4 1/1 Running 0 19s
web-4 1/1 Terminating 0 24s
web-4 1/1 Terminating 0 24s
web-3 1/1 Terminating 0 42s
web-3 1/1 Terminating 0 42s
```
#### Ordered Pod Termination
The controller deleted one Pod at a time, with respect to its ordinal index,
in reverse order, and it waited for each to be completely shutdown
(past its [terminationGracePeriodSeconds](/docs/user-guide/pods/index#termination-of-pods))
before deleting the next.
Get the Stateful Sets Persistent Volume Claims.
```shell
$ kubectl get pvc -l app=nginx
NAME STATUS VOLUME CAPACITY ACCESSMODES AGE
www-web-0 Bound pvc-15c268c7-b507-11e6-932f-42010a800002 1Gi RWO 13h
www-web-1 Bound pvc-15c79307-b507-11e6-932f-42010a800002 1Gi RWO 13h
www-web-2 Bound pvc-e1125b27-b508-11e6-932f-42010a800002 1Gi RWO 13h
www-web-3 Bound pvc-e1176df6-b508-11e6-932f-42010a800002 1Gi RWO 13h
www-web-4 Bound pvc-e11bb5f8-b508-11e6-932f-42010a800002 1Gi RWO 13h
```
There are still five Persistent Volume Claims and five Persistent Volumes.
When exploring a Pod's [stable storage](#stable-storage), we saw that the
Persistent Volumes mounted to the Pods of a Stateful Set are not deleted when
the Stateful Set's Pods are deleted. This is still true when Pod deletion is
caused by scaling the Stateful Set down. This feature can be used to facilitate
upgrading the container images of Pods in a Stateful Set.
### Upgrading Container Images
Stateful Set currently *does not* support automated image upgrade. However, you
can update the `image` field of any container in the podTemplate and delete
Stateful Set's Pods one by one, the Stateful Set controller will recreate
each Pod with the new image.
Patch the container image for the `web` Stateful Set.
```shell
$ kubectl patch statefulset web --type='json' -p='[{"op": "replace", "path": "/spec/template/spec/containers/0/image", "value":"gcr.io/google_containers/nginx-slim:0.7"}]'
"web" patched
```
Delete the `web-0` Pod.
```shell
$ kubectl delete pod web-0
pod "web-0" deleted
```
Watch `web-0`, and wait for the Pod to transition to Running and Ready.
```shell
kubectl get pod web-0 -w
NAME READY STATUS RESTARTS AGE
web-0 1/1 Running 0 54s
web-0 1/1 Terminating 0 1m
web-0 0/1 Terminating 0 1m
web-0 0/1 Terminating 0 1m
web-0 0/1 Terminating 0 1m
web-0 0/1 Pending 0 0s
web-0 0/1 Pending 0 0s
web-0 0/1 ContainerCreating 0 0s
web-0 1/1 Running 0 3s
```
Get the Pods to view their container images.
```shell{% raw %}
$ for p in 0 1 2; do kubectl get po web-$p --template '{{range $i, $c := .spec.containers}}{{$c.image}}{{end}}'; echo; done
gcr.io/google_containers/nginx-slim:0.7
gcr.io/google_containers/nginx-slim:0.8
gcr.io/google_containers/nginx-slim:0.8
{% endraw %}```
`web-0` has had its image updated. Complete the update by deleting the remaining
Pods.
```shell
$ kubectl delete pod web-1 web-2
pod "web-1" deleted
pod "web-2" deleted
```
Watch the Pods, and wait for all of them to transition to Running and Ready.
```
$ kubectl get pods -w -l app=nginx
NAME READY STATUS RESTARTS AGE
web-0 1/1 Running 0 8m
web-1 1/1 Running 0 4h
web-2 1/1 Running 0 23m
NAME READY STATUS RESTARTS AGE
web-1 1/1 Terminating 0 4h
web-1 1/1 Terminating 0 4h
web-1 0/1 Pending 0 0s
web-1 0/1 Pending 0 0s
web-1 0/1 ContainerCreating 0 0s
web-2 1/1 Terminating 0 23m
web-2 1/1 Terminating 0 23m
web-1 1/1 Running 0 4s
web-2 0/1 Pending 0 0s
web-2 0/1 Pending 0 0s
web-2 0/1 ContainerCreating 0 0s
web-2 1/1 Running 0 36s
```
Get the Pods to view their container images.
```shell{% raw %}
$ for p in 0 1 2; do kubectl get po web-$p --template '{{range $i, $c := .spec.containers}}{{$c.image}}{{end}}'; echo; done
gcr.io/google_containers/nginx-slim:0.7
gcr.io/google_containers/nginx-slim:0.7
gcr.io/google_containers/nginx-slim:0.7
{% endraw %}```
All the Pods in the Stateful Set are now running a new container image.
### Deleting Stateful Sets
Stateful Set supports both Non-Cascading and Cascading deletion. In a
Non-Cascading Delete, the Stateful Set's Pods are not deleted when the Stateful
Set is deleted. In a Cascading Delete, both the Stateful Set and its Pods are
deleted.
#### Non-Cascading Delete
In one terminal window, watch the Pods in the Stateful Set.
```
$ kubectl get pods -w -l app=nginx
```
Use [`kubectl delete`](/docs/user-guide/kubectl/kubectl_delete/) to delete the
Stateful Set. Make sure to supply the `--cascade=false` parameter to the
command. This parameter tells Kubernetes to only delete the Stateful Set, and to
not delete any of its Pods.
```shell
$ kubectl delete statefulset web --cascade=false
statefulset "web" deleted
```
Get the Pods to examine their status.
```shell
$ kubectl get pods -l app=nginx
NAME READY STATUS RESTARTS AGE
web-0 1/1 Running 0 6m
web-1 1/1 Running 0 7m
web-2 1/1 Running 0 5m
```
Even though `web` has been deleted, all of the Pods are still Running and Ready.
Delete `web-0`.
```shell
$ kubectl delete pod web-0
pod "web-0" deleted
```
Get the Stateful Set's Pods.
```shell
$ kubectl get pods -l app=nginx
NAME READY STATUS RESTARTS AGE
web-1 1/1 Running 0 10m
web-2 1/1 Running 0 7m
```
As the `web` Stateful Set has been deleted, `web-0` has not been relaunched.
In one terminal, watch the Stateful Set's Pods.
```
$ kubectl get pods -w -l app=nginx
```
In a second terminal, recreate the Stateful Set. Note that, unless
you deleted the `nginx` Service ( which you should not have ), you will see
an error indicating that the Service already exists.
```shell
kubectl create -f web.yaml
statefulset "web" created
Error from server (AlreadyExists): error when creating "web.yaml": services "nginx" already exists
```
Ignore the error. It only indicates that an attempt was made to create the nginx
Headless Service even though that Service already exists.
Examine the output of the `kubectl get` command running in the first terminal.
```shell
kubectl get pods -w -l app=nginx
NAME READY STATUS RESTARTS AGE
web-1 1/1 Running 0 16m
web-2 1/1 Running 0 2m
NAME READY STATUS RESTARTS AGE
web-0 0/1 Pending 0 0s
web-0 0/1 Pending 0 0s
web-0 0/1 ContainerCreating 0 0s
web-0 1/1 Running 0 18s
web-2 1/1 Terminating 0 3m
web-2 0/1 Terminating 0 3m
web-2 0/1 Terminating 0 3m
web-2 0/1 Terminating 0 3m
```
When the `web` Stateful Set was recreated, it first relaunched `web-0`.
Since `web-1` was already Running and Ready, when `web-0` transitioned to
Running and Ready, it simply adopted this Pod. Since we recreated the Stateful
Set with `replicas` equal to 2, once `web-0` had been recreated, and once
`web-1` had been determined to already be Running and Ready, `web-2` was
terminated.
Let's take another look at the contents of the `index.html` file served by the
Pods' webservers.
```shell
$ for i in 0 1; do kubectl exec -it web-$i -- curl localhost; done
web-0
web-1
```
Even though we deleted both the Stateful Set and the `web-0` Pod, it still
serves the hostname originally entered into its `index.html` file. This is
because the Stateful Set never deletes the Persistent Volumes associated with a
Pod. When you recreated the Stateful Set and it relaunched `web-0`, its original
Persistent Volume was remounted.
#### Cascading Delete
In one terminal window, watch the Pods in the Stateful Set.
```shell
$ kubectl get pods -w -l app=nginx
```
In another terminal, delete the Stateful Set again. This time, omit the
`--cascade=false` parameter.
```shell
$ kubectl delete statefulset web
statefulset "web" deleted
```
Examine the output of the `kubectl get` command running in the first terminal,
and wait for all of the Pods to transition to Terminating.
```shell
$ kubectl get pods -w -l app=nginx
NAME READY STATUS RESTARTS AGE
web-0 1/1 Running 0 11m
web-1 1/1 Running 0 27m
NAME READY STATUS RESTARTS AGE
web-0 1/1 Terminating 0 12m
web-1 1/1 Terminating 0 29m
web-0 0/1 Terminating 0 12m
web-0 0/1 Terminating 0 12m
web-0 0/1 Terminating 0 12m
web-1 0/1 Terminating 0 29m
web-1 0/1 Terminating 0 29m
web-1 0/1 Terminating 0 29m
```
As we saw in the [Scaling Down](#ordered-pod-termination) section, the Pods
are terminated one at a time, with respect to the reverse order of their ordinal
indices, and, before terminating a Pod, the Stateful Set controller waits for
the Pod's successor to be completely terminated.
Note that, while a cascading delete will delete the Stateful Set and its Pods,
it will not delete the Headless Service associated with the Stateful Set. You
must delete the `nginx` Service manually.
```shell
$ kubectl delete service nginx
service "nginx" deleted
```
Recreate the Stateful Set and Headless Service one more time.
```shell
kubectl create -f web.yaml
service "nginx" created
statefulset "web" created
```
When all of the Stateful Set's Pods transition to Running and Ready, retrieve
thecontents of their `index.html` files.
```shell
$ for i in 0 1; do kubectl exec -it web-$i -- curl localhost; done
web-0
web-1
```
Even though you completely deleted the Stateful Set, and all of its Pods, the
Pods are recreated with their Persistent Volumes mounted, and `web-0` and
`web-1` will still serve their hostnames.
Finally delete the `web` Stateful Set and the `nginx` service.
```shell
$ kubectl delete service nginx
service "nginx" deleted
$ kubectl delete statefulset web
statefulset "web" deleted
```
{% endcapture %}
{% capture cleanup %}
Whether your cluster was configured to use dynamic provisioning or you used
manually provisioned volumes, you will need to manually delete the five 1 GiB
Persistent Volumes that were provisioned for this tutorial.
{% endcapture %}
{% include templates/tutorial.md %}

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@ -0,0 +1,47 @@
---
apiVersion: v1
kind: Service
metadata:
name: nginx
labels:
app: nginx
spec:
ports:
- port: 80
name: web
clusterIP: None
selector:
app: nginx
---
apiVersion: apps/v1beta1
kind: StatefulSet
metadata:
name: web
spec:
serviceName: "nginx"
replicas: 2
template:
metadata:
labels:
app: nginx
spec:
containers:
- name: nginx
image: gcr.io/google_containers/nginx-slim:0.8
ports:
- containerPort: 80
name: web
volumeMounts:
- name: www
mountPath: /usr/share/nginx/html
volumeClaimTemplates:
- metadata:
name: www
annotations:
volume.alpha.kubernetes.io/storage-class: anything
spec:
accessModes: [ "ReadWriteOnce" ]
resources:
requests:
storage: 1Gi