website/content/en/docs/tutorials/stateful-application/basic-stateful-set.md

---
reviewers:
- enisoc
- erictune
- foxish
- janetkuo
- kow3ns
- smarterclayton
title: StatefulSet Basics
content_template: templates/tutorial
weight: 10
---

{{% capture overview %}}
This tutorial provides an introduction to managing applications with
[StatefulSets](/docs/concepts/workloads/controllers/statefulset/). It 
demonstrates how to create, delete, scale, and update the Pods of StatefulSets.
{{% /capture %}}

{{% 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/concepts/services-networking/dns-pod-service/)
* [Headless Services](/docs/concepts/services-networking/service/#headless-services)
* [PersistentVolumes](/docs/concepts/storage/persistent-volumes/)
* [PersistentVolume Provisioning](https://github.com/kubernetes/examples/tree/{{< param "githubbranch" >}}/staging/persistent-volume-provisioning/)
* [StatefulSets](/docs/concepts/workloads/controllers/statefulset/)
* [kubectl CLI](/docs/user-guide/kubectl/)

This tutorial assumes that your cluster is configured to dynamically provision 
PersistentVolumes. If your cluster is not configured to do so, you
will have to manually provision two 1 GiB volumes prior to starting this 
tutorial.
{{% /capture %}}

{{% capture objectives %}}
StatefulSets 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 StatefulSet, and not to conflate the former 
topic with the latter, you will deploy a simple web application using a StatefulSet.

After this tutorial, you will be familiar with the following.

* How to create a StatefulSet
* How a StatefulSet manages its Pods
* How to delete a StatefulSet
* How to scale a StatefulSet
* How to update a StatefulSet's Pods
{{% /capture %}}

{{% capture lessoncontent %}}
## Creating a StatefulSet 

Begin by creating a StatefulSet using the example below. It is similar to the 
example presented in the
[StatefulSets](/docs/concepts/workloads/controllers/statefulset/) concept. 
It creates a [Headless Service](/docs/concepts/services-networking/service/#headless-services), 
`nginx`, to publish the IP addresses of Pods in the StatefulSet, `web`. 

{{< codenew file="application/web/web.yaml" >}}

Download the example above, and save it to a file named `web.yaml`

You will need to use two terminal windows. In the first terminal, use 
[`kubectl get`](/docs/reference/generated/kubectl/kubectl-commands/#get) to watch the creation 
of the StatefulSet's Pods.

```shell
kubectl get pods -w -l app=nginx
```

In the second terminal, use 
[`kubectl create`](/docs/reference/generated/kubectl/kubectl-commands/#create) to create the 
Headless Service and StatefulSet defined in `web.yaml`.

```shell
kubectl create -f web.yaml 
service "nginx" created
statefulset "web" created
```

The command above creates two Pods, each running an 
[NGINX](https://www.nginx.com) webserver. Get the `nginx` Service and the 
`web` StatefulSet 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 StatefulSet 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
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-1` Pod is not launched until the `web-0` Pod is 
[Running and Ready](/docs/user-guide/pod-states). 

## Pods in a StatefulSet

Pods in a StatefulSet have a unique ordinal index and a stable network identity.

### Examining the Pod's Ordinal Index

Get the StatefulSet'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 [StatefulSets](/docs/concepts/workloads/controllers/statefulset/) 
concept, the Pods in a StatefulSet have a sticky, unique identity. This identity 
is based on a unique ordinal index that is assigned to each Pod by the 
StatefulSet controller. The Pods' names take the form 
`<statefulset name>-<ordinal index>`. Since the `web` StatefulSet has two 
replicas, it creates two Pods, `web-0` and `web-1`.

### Using Stable Network Identities

Each Pod has a stable hostname based on its ordinal index. Use
[`kubectl exec`](/docs/reference/generated/kubectl/kubectl-commands/#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/reference/generated/kubectl/kubectl-commands/#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 --rm /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 service 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 StatefulSet's Pods. 

```shell
kubectl get pod -w -l app=nginx
```
In a second terminal, use
[`kubectl delete`](/docs/reference/generated/kubectl/kubectl-commands/#delete) to delete all 
the Pods in the StatefulSet.

```shell
kubectl delete pod -l app=nginx
pod "web-0" deleted
pod "web-1" deleted
```

Wait for the StatefulSet to restart them, and 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 --rm /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 StatefulSet by IP address.


If you need to find and connect to the active members of a StatefulSet, you 
should query the CNAME of the Headless Service 
(`nginx.default.svc.cluster.local`). The SRV records associated with the 
CNAME will contain only the Pods in the StatefulSet that are Running and 
Ready.

If your application already implements connection logic that tests for 
liveness and readiness, you can use the SRV records of the Pods ( 
`web-0.nginx.default.svc.cluster.local`,
`web-1.nginx.default.svc.cluster.local`), as they are stable, and your 
application will be able to discover the Pods' addresses when they transition 
to Running and Ready.

### Writing to Stable Storage

Get the PersistentVolumeClaims 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 StatefulSet controller created two PersistentVolumeClaims that are 
bound to two [PersistentVolumes](/docs/concepts/storage/persistent-volumes/). As the cluster used in this tutorial is configured to dynamically provision 
PersistentVolumes, the PersistentVolumes were created and bound automatically.

The NGINX webservers, by default, will serve an index file at 
`/usr/share/nginx/html/index.html`. The `volumeMounts` field in the 
StatefulSets `spec` ensures that the `/usr/share/nginx/html` directory is 
backed by a PersistentVolume.

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
```

{{< note >}}
**Note:** If you instead see 403 Forbidden responses for the above curl command,
you will need to fix the permissions of the directory mounted by the `volumeMounts`
(due to a [bug when using hostPath volumes](https://github.com/kubernetes/kubernetes/issues/2630)) with:

```shell
for i in 0 1; do kubectl exec web-$i -- chmod 755 /usr/share/nginx/html; done
```

before retrying the curl command above.
{{< /note >}}

In one terminal, watch the StatefulSet's Pods.

```shell
kubectl get pod -w -l app=nginx
```

In a second terminal, delete all of the StatefulSet'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 serve their hostnames.

```
for i in 0 1; do kubectl exec -it web-$i -- curl localhost; done
web-0
web-1
```

Even though `web-0` and `web-1` were rescheduled, they continue to serve their 
hostnames because the PersistentVolumes associated with their 
PersistentVolumeClaims are remounted to their `volumeMounts`. No matter what 
node `web-0`and `web-1` are scheduled on, their PersistentVolumes will be 
mounted to the appropriate mount points.

## Scaling a StatefulSet
Scaling a StatefulSet refers to increasing or decreasing the number of replicas. 
This is accomplished by updating the `replicas` field. You can use either
[`kubectl scale`](/docs/reference/generated/kubectl/kubectl-commands/#scale) or
[`kubectl patch`](/docs/reference/generated/kubectl/kubectl-commands/#patch) to scale a StatefulSet.

### Scaling Up

In one terminal window, watch the Pods in the StatefulSet.

```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 sts 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 StatefulSet controller scaled the number of replicas. As with
[StatefulSet creation](#ordered-pod-creation), the StatefulSet 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 StatefulSet's Pods.

```shell
kubectl get pods -w -l app=nginx
```

In another terminal, use `kubectl patch` to scale the StatefulSet back down to 
three replicas.

```shell
kubectl patch sts web -p '{"spec":{"replicas":3}}'
statefulset "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, in reverse order with respect to its 
ordinal index, and it waited for each to be completely shutdown before 
deleting the next.

Get the StatefulSet's PersistentVolumeClaims. 

```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 PersistentVolumeClaims and five PersistentVolumes. 
When exploring a Pod's [stable storage](#writing-to-stable-storage), we saw that the PersistentVolumes mounted to the Pods of a StatefulSet are not deleted when the StatefulSet's Pods are deleted. This is still true when Pod deletion is caused by scaling the StatefulSet down. 

## Updating StatefulSets

In Kubernetes 1.7 and later, the StatefulSet controller supports automated updates.  The 
strategy used is determined by the `spec.updateStrategy` field of the 
StatefulSet API Object. This feature can be used to upgrade the container 
images, resource requests and/or limits, labels, and annotations of the Pods in a 
StatefulSet. There are two valid update strategies, `RollingUpdate` and 
`OnDelete`.

`RollingUpdate` update strategy is the default for StatefulSets.

### Rolling Update

The `RollingUpdate` update strategy will update all Pods in a StatefulSet, in 
reverse ordinal order, while respecting the StatefulSet guarantees.

Patch the `web` StatefulSet to apply the `RollingUpdate` update strategy.

```shell
kubectl patch statefulset web -p '{"spec":{"updateStrategy":{"type":"RollingUpdate"}}}'
statefulset "web" patched
```

In one terminal window, patch the `web` StatefulSet to change the container 
image again.

```shell
kubectl patch statefulset web --type='json' -p='[{"op": "replace", "path": "/spec/template/spec/containers/0/image", "value":"gcr.io/google_containers/nginx-slim:0.8"}]'
statefulset "web" patched
```

In another terminal, watch the Pods in the StatefulSet.

```shell
kubectl get po -l app=nginx -w
NAME      READY     STATUS    RESTARTS   AGE
web-0     1/1       Running   0          7m
web-1     1/1       Running   0          7m
web-2     1/1       Running   0          8m
web-2     1/1       Terminating   0         8m
web-2     1/1       Terminating   0         8m
web-2     0/1       Terminating   0         8m
web-2     0/1       Terminating   0         8m
web-2     0/1       Terminating   0         8m
web-2     0/1       Terminating   0         8m
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-1     1/1       Terminating   0         8m
web-1     0/1       Terminating   0         8m
web-1     0/1       Terminating   0         8m
web-1     0/1       Terminating   0         8m
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         6s
web-0     1/1       Terminating   0         7m
web-0     1/1       Terminating   0         7m
web-0     0/1       Terminating   0         7m
web-0     0/1       Terminating   0         7m
web-0     0/1       Terminating   0         7m
web-0     0/1       Terminating   0         7m
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         10s
```

The Pods in the StatefulSet are updated in reverse ordinal order. The 
StatefulSet controller terminates each Pod, and waits for it to transition to Running and 
Ready prior to updating the next Pod. Note that, even though the StatefulSet 
controller will not proceed to update the next Pod until its ordinal successor 
is Running and Ready, it will restore any Pod that fails during the update to 
its current version. Pods that have already received the update will be 
restored to the updated version, and Pods that have not yet received the 
update will be restored to the previous version. In this way, the controller 
attempts to continue to keep the application healthy and the update consistent 
in the presence of intermittent failures.

Get the Pods to view their container images.

```shell
for p in 0 1 2; do kubectl get po web-$p --template '{{range $i, $c := .spec.containers}}{{$c.image}}{{end}}'; echo; done
k8s.gcr.io/nginx-slim:0.8
k8s.gcr.io/nginx-slim:0.8
k8s.gcr.io/nginx-slim:0.8

```

All the Pods in the StatefulSet are now running the previous container image.

**Tip** You can also use `kubectl rollout status sts/<name>` to view 
the status of a rolling update.

#### Staging an Update
You can stage an update to a StatefulSet by using the `partition` parameter of 
the `RollingUpdate` update strategy. A staged update will keep all of the Pods 
in the StatefulSet at the current version while allowing mutations to the 
StatefulSet's `.spec.template`.

Patch the `web` StatefulSet to add a partition to the `updateStrategy` field.

```shell
kubectl patch statefulset web -p '{"spec":{"updateStrategy":{"type":"RollingUpdate","rollingUpdate":{"partition":3}}}}'
statefulset "web" patched
```

Patch the StatefulSet again to change the container's image.

```shell
kubectl patch statefulset web --type='json' -p='[{"op": "replace", "path": "/spec/template/spec/containers/0/image", "value":"k8s.gcr.io/nginx-slim:0.7"}]'
statefulset "web" patched
```

Delete a Pod in the StatefulSet.

```shell
kubectl delete po web-2
pod "web-2" deleted
```

Wait for the Pod to be Running and Ready.

```shell
kubectl get po -l app=nginx -w
NAME      READY     STATUS              RESTARTS   AGE
web-0     1/1       Running             0          4m
web-1     1/1       Running             0          4m
web-2     0/1       ContainerCreating   0          11s
web-2     1/1       Running   0         18s
```

Get the Pod's container.

```shell
kubectl get po web-2 --template '{{range $i, $c := .spec.containers}}{{$c.image}}{{end}}'
k8s.gcr.io/nginx-slim:0.8

```

Notice that, even though the update strategy is `RollingUpdate` the StatefulSet 
controller restored the Pod with its original container. This is because the 
ordinal of the Pod is less than the `partition` specified by the 
`updateStrategy`.

#### Rolling Out a Canary
You can roll out a canary to test a modification by decrementing the `partition` 
you specified [above](#staging-an-update).

Patch the StatefulSet to decrement the partition.

```shell
kubectl patch statefulset web -p '{"spec":{"updateStrategy":{"type":"RollingUpdate","rollingUpdate":{"partition":2}}}}'
statefulset "web" patched
```

Wait for `web-2` to be Running and Ready.

```shell
kubectl get po -l app=nginx -w
NAME      READY     STATUS              RESTARTS   AGE
web-0     1/1       Running             0          4m
web-1     1/1       Running             0          4m
web-2     0/1       ContainerCreating   0          11s
web-2     1/1       Running   0         18s
```

Get the Pod's container.

```shell
kubectl get po web-2 --template '{{range $i, $c := .spec.containers}}{{$c.image}}{{end}}'
k8s.gcr.io/nginx-slim:0.7

```

When you changed the `partition`, the StatefulSet controller automatically 
updated the `web-2` Pod because the Pod's ordinal was greater than or equal to 
the `partition`.

Delete the `web-1` Pod.

```shell
kubectl delete po web-1
pod "web-1" deleted
```

Wait for the `web-1` Pod to be Running and Ready.

```shell
kubectl get po -l app=nginx -w
NAME      READY     STATUS        RESTARTS   AGE
web-0     1/1       Running       0          6m
web-1     0/1       Terminating   0          6m
web-2     1/1       Running       0          2m
web-1     0/1       Terminating   0         6m
web-1     0/1       Terminating   0         6m
web-1     0/1       Terminating   0         6m
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
```

Get the `web-1` Pods container.

```shell
kubectl get po web-1 --template '{{range $i, $c := .spec.containers}}{{$c.image}}{{end}}'
k8s.gcr.io/nginx-slim:0.8

```
`web-1` was restored to its original configuration because the Pod's ordinal 
was less than the partition. When a partition is specified, all Pods with an 
ordinal that is greater than or equal to the partition will be updated when the 
StatefulSet's `.spec.template` is updated. If a Pod that has an ordinal less 
than the partition is deleted or otherwise terminated, it will be restored to 
its original configuration.

#### Phased Roll Outs
You can perform a phased roll out (e.g. a linear, geometric, or exponential
roll out) using a partitioned rolling update in a similar manner to how you 
rolled out a [canary](#rolling-out-a-canary). To perform a phased roll out, set 
the `partition` to the ordinal at which you want the controller to pause the 
update. 

The partition is currently set to `2`. Set the partition to `0`.

```shell
kubectl patch statefulset web -p '{"spec":{"updateStrategy":{"type":"RollingUpdate","rollingUpdate":{"partition":0}}}}'
statefulset "web" patched
```

Wait for all of the Pods in the StatefulSet to become Running and Ready.

```shell
kubectl get po -l app=nginx -w
NAME      READY     STATUS              RESTARTS   AGE
web-0     1/1       Running             0          3m
web-1     0/1       ContainerCreating   0          11s
web-2     1/1       Running             0          2m
web-1     1/1       Running   0         18s
web-0     1/1       Terminating   0         3m
web-0     1/1       Terminating   0         3m
web-0     0/1       Terminating   0         3m
web-0     0/1       Terminating   0         3m
web-0     0/1       Terminating   0         3m
web-0     0/1       Terminating   0         3m
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 Pod's containers.

```shell
for p in 0 1 2; do kubectl get po web-$p --template '{{range $i, $c := .spec.containers}}{{$c.image}}{{end}}'; echo; done
k8s.gcr.io/nginx-slim:0.7
k8s.gcr.io/nginx-slim:0.7
k8s.gcr.io/nginx-slim:0.7

```

By moving the `partition` to `0`, you allowed the StatefulSet controller to 
continue the update process.

### On Delete

The `OnDelete` update strategy implements the legacy (1.6 and prior) behavior, 
When you select this update strategy, the StatefulSet controller will not 
automatically update Pods when a modification is made to the StatefulSet's 
`.spec.template` field. This strategy can be selected by setting the 
`.spec.template.updateStrategy.type` to `OnDelete`.


## Deleting StatefulSets

StatefulSet supports both Non-Cascading and Cascading deletion. In a 
Non-Cascading Delete, the StatefulSet's Pods are not deleted when the StatefulSet is deleted. In a Cascading Delete, both the StatefulSet and its Pods are 
deleted.

### Non-Cascading Delete

In one terminal window, watch the Pods in the StatefulSet.

```
kubectl get pods -w -l app=nginx
```

Use [`kubectl delete`](/docs/reference/generated/kubectl/kubectl-commands/#delete) to delete the 
StatefulSet. Make sure to supply the `--cascade=false` parameter to the 
command. This parameter tells Kubernetes to only delete the StatefulSet, 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 StatefulSet'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` StatefulSet has been deleted, `web-0` has not been relaunched.

In one terminal, watch the StatefulSet's Pods.

```shell
kubectl get pods -w -l app=nginx
```

In a second terminal, recreate the StatefulSet. 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` StatefulSet 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 you recreated the StatefulSet 
 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 you deleted both the StatefulSet and the `web-0` Pod, it still 
serves the hostname originally entered into its `index.html` file. This is 
because the StatefulSet never deletes the PersistentVolumes associated with a 
Pod. When you recreated the StatefulSet and it relaunched `web-0`, its original 
PersistentVolume was remounted.

### Cascading Delete

In one terminal window, watch the Pods in the StatefulSet.

```shell
kubectl get pods -w -l app=nginx
```

In another terminal, delete the StatefulSet 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 you saw in the [Scaling Down](#scaling-down) section, the Pods 
are terminated one at a time, with respect to the reverse order of their ordinal 
indices. Before terminating a Pod, the StatefulSet controller waits for 
the Pod's successor to be completely terminated.

Note that, while a cascading delete will delete the StatefulSet and its Pods, 
it will not delete the Headless Service associated with the StatefulSet. You
must delete the `nginx` Service manually.

```shell
kubectl delete service nginx
service "nginx" deleted
```

Recreate the StatefulSet and Headless Service one more time.

```shell
kubectl create -f web.yaml 
service "nginx" created
statefulset "web" created
```

When all of the StatefulSet's Pods transition to Running and Ready, retrieve 
the contents 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 StatefulSet, and all of its Pods, the 
Pods are recreated with their PersistentVolumes mounted, and `web-0` and 
`web-1` will still serve their hostnames.

Finally delete the `web` StatefulSet and the `nginx` service.

```shell
kubectl delete service nginx
service "nginx" deleted

kubectl delete statefulset web
statefulset "web" deleted
```

## Pod Management Policy

For some distributed systems, the StatefulSet ordering guarantees are 
unnecessary and/or undesirable. These systems require only uniqueness and 
identity. To address this, in Kubernetes 1.7, we introduced 
`.spec.podManagementPolicy` to the StatefulSet API Object. 

### OrderedReady Pod Management

`OrderedReady` pod management is the default for StatefulSets. It tells the 
StatefulSet controller to respect the ordering guarantees demonstrated 
above.

### Parallel Pod Management

`Parallel` pod management tells the StatefulSet controller to launch or 
terminate all Pods in parallel, and not to wait for Pods to become Running 
and Ready or completely terminated prior to launching or terminating another 
Pod.

{{< codenew file="application/web/web-parallel.yaml" >}}

Download the example above, and save it to a file named `web-parallel.yaml`

This manifest is identical to the one you downloaded above except that the `.spec.podManagementPolicy` 
of the `web` StatefulSet is set to `Parallel`.

In one terminal, watch the Pods in the StatefulSet.

```shell
kubectl get po -l app=nginx -w
```

In another terminal, create the StatefulSet and Service in the manifest.

```shell
kubectl create -f web-parallel.yaml 
service "nginx" created
statefulset "web" created
```

Examine the output of the `kubectl get` command that you executed in the first terminal.

```shell
kubectl get po -l app=nginx -w
NAME      READY     STATUS    RESTARTS   AGE
web-0     0/1       Pending   0          0s
web-0     0/1       Pending   0         0s
web-1     0/1       Pending   0         0s
web-1     0/1       Pending   0         0s
web-0     0/1       ContainerCreating   0         0s
web-1     0/1       ContainerCreating   0         0s
web-0     1/1       Running   0         10s
web-1     1/1       Running   0         10s
```

The StatefulSet controller launched both `web-0` and `web-1` at the same time.

Keep the second terminal open, and, in another terminal window scale the 
StatefulSet.

```shell
kubectl scale statefulset/web --replicas=4
statefulset "web" scaled
```

Examine the output of the terminal where the `kubectl get` command is running.

```shell
web-3     0/1       Pending   0         0s
web-3     0/1       Pending   0         0s
web-3     0/1       Pending   0         7s
web-3     0/1       ContainerCreating   0         7s
web-2     1/1       Running   0         10s
web-3     1/1       Running   0         26s
```


The StatefulSet controller launched two new Pods, and it did not wait for 
the first to become Running and Ready prior to launching the second.

Keep this terminal open, and in another terminal delete the `web` StatefulSet.

```shell
kubectl delete sts web
```

Again, examine the output of the `kubectl get` command running in the other terminal.

```shell
web-3     1/1       Terminating   0         9m
web-2     1/1       Terminating   0         9m
web-3     1/1       Terminating   0         9m
web-2     1/1       Terminating   0         9m
web-1     1/1       Terminating   0         44m
web-0     1/1       Terminating   0         44m
web-0     0/1       Terminating   0         44m
web-3     0/1       Terminating   0         9m
web-2     0/1       Terminating   0         9m
web-1     0/1       Terminating   0         44m
web-0     0/1       Terminating   0         44m
web-2     0/1       Terminating   0         9m
web-2     0/1       Terminating   0         9m
web-2     0/1       Terminating   0         9m
web-1     0/1       Terminating   0         44m
web-1     0/1       Terminating   0         44m
web-1     0/1       Terminating   0         44m
web-0     0/1       Terminating   0         44m
web-0     0/1       Terminating   0         44m
web-0     0/1       Terminating   0         44m
web-3     0/1       Terminating   0         9m
web-3     0/1       Terminating   0         9m
web-3     0/1       Terminating   0         9m
```

The StatefulSet controller deletes all Pods concurrently, it does not wait for 
a Pod's ordinal successor to terminate prior to deleting that Pod.

Close the terminal where the `kubectl get` command is running and delete the `nginx` 
Service.

```shell
kubectl delete svc nginx
```
{{% /capture %}}

{{% capture cleanup %}}
You will need to delete the persistent storage media for the PersistentVolumes
used in this tutorial. Follow the necessary steps, based on your environment, 
storage configuration, and provisioning method, to ensure that all storage is 
reclaimed.
{{% /capture %}}