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---
title: "Example: Deploying Cassandra with Stateful Sets"
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assignees:
- ahmetb
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---
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{% capture overview %}
This tutorial shows you how to develop a native cloud [Cassandra ](http://cassandra.apache.org/ ) deployment on Kubernetes. In this instance, a custom Cassandra `SeedProvider` enables Cassandra to discover new Cassandra nodes as they join the cluster.
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Deploying stateful distributed applications, like Cassandra, within a clustered environment can be challenging. StatefulSets greatly simplify this process. Please read about [StatefulSets ](/docs/concepts/workloads/controllers/statefulset/ ) for more information about the features used in this tutorial.
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**Cassandra Docker**
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The Pods use the [`gcr.io/google-samples/cassandra:v12` ](https://github.com/kubernetes/examples/blob/master/cassandra/image/Dockerfile )
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image from Google's [container registry ](https://cloud.google.com/container-registry/docs/ ).
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The docker is based on `debian:jessie` and includes OpenJDK 8. This image includes a standard Cassandra installation from the Apache Debian repo. By using environment variables you can change values that are inserted into `cassandra.yaml` .
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| ENV VAR | DEFAULT VALUE |
| ------------- |:-------------: |
| CASSANDRA_CLUSTER_NAME | 'Test Cluster' |
| CASSANDRA_NUM_TOKENS | 32 |
| CASSANDRA_RPC_ADDRESS | 0.0.0.0 |
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{% endcapture %}
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{% capture objectives %}
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* Create and Validate a Cassandra headless [Services ](/docs/concepts/services-networking/service/ ).
* Use a [StatefulSet ](/docs/concepts/workloads/controllers/statefulset/ ) to create a Cassandra ring.
* Validate the [StatefulSet ](/docs/concepts/workloads/controllers/statefulset/ ).
* Modify the [StatefulSet ](/docs/concepts/workloads/controllers/statefulset/ ).
* Delete the [StatefulSet ](/docs/concepts/workloads/controllers/statefulset/ ) and its [Pods ](/docs/concepts/workloads/pods/pod/ ).
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{% endcapture %}
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{% capture prerequisites %}
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To complete this tutorial, you should already have a basic familiarity with [Pods ](/docs/concepts/workloads/pods/pod/ ), [Services ](/docs/concepts/services-networking/service/ ), and [StatefulSets ](/docs/concepts/workloads/controllers/statefulset/ ). In addition, you should:
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* [Install and Configure ](/docs/tasks/tools/install-kubectl/ ) the `kubectl` command line
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* Download [cassandra-service.yaml ](/docs/tutorials/stateful-application/cassandra/cassandra-service.yaml ) and [cassandra-statefulset.yaml ](/docs/tutorials/stateful-application/cassandra/cassandra-statefulset.yaml )
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* Have a supported Kubernetes Cluster running
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**Note:** Please read the [getting started guides ](/docs/setup/pick-right-solution/ ) if you do not already have a cluster.
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{: .note}
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### Additional Minikube Setup Instructions
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**Caution:** [Minikube ](/docs/getting-started-guides/minikube/ ) defaults to 1024MB of memory and 1 CPU which results in an insufficient resource errors during this tutorial.
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{: .caution}
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To avoid these errors, run minikube with:
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minikube start --memory 5120 --cpus=4
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{% endcapture %}
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{% capture lessoncontent %}
## Creating a Cassandra Headless Service
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A Kubernetes [Service ](/docs/concepts/services-networking/service/ ) describes a set of [Pods ](/docs/concepts/workloads/pods/pod/ ) that perform the same task.
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The following `Service` is used for DNS lookups between Cassandra Pods and clients within the Kubernetes Cluster.
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1. Launch a terminal window in the directory you downloaded the manifest files.
2. Create a `Service` to track all Cassandra StatefulSet Nodes from the `cassandra-service.yaml` file:
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kubectl create -f cassandra-service.yaml
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{% include code.html language="yaml" file="cassandra/cassandra-service.yaml" ghlink="/docs/tutorials/stateful-application/cassandra/cassandra-service.yaml" %}
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### Validating (optional)
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Get the Cassandra `Service` .
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kubectl get svc cassandra
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The response should be
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NAME CLUSTER-IP EXTERNAL-IP PORT(S) AGE
cassandra None < none > 9042/TCP 45s
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If anything else returns, the service was not successfully created. Read [Debug Services ](/docs/tasks/debug-application-cluster/debug-service/ ) for common issues.
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## Using a StatefulSet to Create a Cassandra Ring
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The StatefulSet manifest, included below, creates a Cassandra ring that consists of three Pods.
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**Note:** This example uses the default provisioner for Minikube. Please update the following StatefulSet for the cloud you are working with.
{: .note}
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1. Update the StatefulSet if necessary.
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2. Create the Cassandra StatefulSet from the `cassandra-statefulset.yaml` file:
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kubectl create -f cassandra-statefulset.yaml
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{% include code.html language="yaml" file="cassandra/cassandra-statefulset.yaml" ghlink="/docs/tutorials/stateful-application/cassandra/cassandra-statefulset.yaml" %}
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## Validating The Cassandra StatefulSet
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1. Get the Cassandra StatefulSet:
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kubectl get statefulset cassandra
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The response should be
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NAME DESIRED CURRENT AGE
cassandra 3 0 13s
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The StatefulSet resource deploys Pods sequentially.
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2. Get the Pods to see the ordered creation status:
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kubectl get pods -l="app=cassandra"
The response should be
NAME READY STATUS RESTARTS AGE
cassandra-0 1/1 Running 0 1m
cassandra-1 0/1 ContainerCreating 0 8s
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**Note:** It can take up to ten minutes for all three Pods to deploy.
{: .note}
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Once all Pods are deployed, the same command returns:
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NAME READY STATUS RESTARTS AGE
cassandra-0 1/1 Running 0 10m
cassandra-1 1/1 Running 0 9m
cassandra-2 1/1 Running 0 8m
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3. Run the Cassandra utility nodetool to display the status of the ring.
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kubectl exec cassandra-0 -- nodetool status
The response is:
Datacenter: DC1-K8Demo
======================
Status=Up/Down
|/ State=Normal/Leaving/Joining/Moving
-- Address Load Tokens Owns (effective) Host ID Rack
UN 172.17.0.5 83.57 KiB 32 74.0% e2dd09e6-d9d3-477e-96c5-45094c08db0f Rack1-K8Demo
UN 172.17.0.4 101.04 KiB 32 58.8% f89d6835-3a42-4419-92b3-0e62cae1479c Rack1-K8Demo
UN 172.17.0.6 84.74 KiB 32 67.1% a6a1e8c2-3dc5-4417-b1a0-26507af2aaad Rack1-K8Demo
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## Modifying the Cassandra StatefulSet
Use `kubectl edit` to modify the size of of a Cassandra StatefulSet.
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1. Run the following command:
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kubectl edit statefulset cassandra
This command opens an editor in your terminal. The line you need to change is the `replicas` field.
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**Note:** The following sample is an excerpt of the StatefulSet file.
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{: .note}
```yaml
# Please edit the object below. Lines beginning with a '#' will be ignored,
# and an empty file will abort the edit. If an error occurs while saving this file will be
# reopened with the relevant failures.
#
Release 1.8 (#5659)
* GC now supports non-core resources
* Add two examples about how to analysis audits of kube-apiserver (#4264)
* Deprecate system:nodes binding
* [1.8] StatefulSet `initialized` annotation is now ignored.
* inits the kubeadm upgrade docs
addresses kubernetes/kubernetes.github.io/issues/4689
* adds kubeadm upgrade cmd to ToC
addresses kubernetes/kubernetes.github.io/issues/4689
* add workload placement docs
* ScaleIO - document udpate for 1.8
* Add documentation on storageClass.mountOptions and PV.mountOptions (#5254)
* Add documentation on storageClass.mountOptions and PV.mountOptions
* convert notes into callouts
* Add docs for CustomResource validation
add info about supported fields
* advanced audit beta features (#5300)
* Update job workload doc with backoff failure policy (#5319)
Add to the Jobs documentation how to use the new backoffLimit field that
limit the number of Pod failure before considering the Job as failed.
* Documented additional AWS Service annotations (#4864)
* Add device plugin doc under concepts/cluster-administration. (#5261)
* Add device plugin doc under concepts/cluster-administration.
* Update device-plugins.md
* Update device-plugins.md
Add meta description. Fix typo. Change bare metal deployment to manual deployment.
* Update device-plugins.md
Fix typo again.
* Update page.version. (#5341)
* Add documentation on storageClass.reclaimPolicy (#5171)
* [Advanced audit] use new herf for audit-api (#5349)
This tag contains all the changes in v1beta1 version. Update it now.
* Added documentation around creating the InitializerConfiguration for the persistent volume label controller in the cloud-controller-manager (#5255)
* Documentation for kubectl plugins (#5294)
* Documentation for kubectl plugins
* Update kubectl-plugins.md
* Update kubectl-plugins.md
* Updated CPU manager docs to match implementation. (#5332)
* Noted limitation of alpha static cpumanager.
* Updated CPU manager docs to match implementation.
- Removed references to CPU pressure node condition and evictions.
- Added note about new --cpu-manager-reconcile-period flag.
- Added note about node allocatable requirements for static policy.
- Noted limitation of alpha static cpumanager.
* Move cpu-manager task link to rsc mgmt section.
* init containers annotation removed in 1.8 (#5390)
* Add documentation for TaintNodesByCondition (#5352)
* Add documentation for TaintNodesByCondition
* Update nodes.md
* Update taint-and-toleration.md
* Update daemonset.md
* Update nodes.md
* Update taint-and-toleration.md
* Update daemonset.md
* Fix deployments (#5421)
* Document extended resources and OIR deprecation. (#5399)
* Document extended resources and OIR deprecation.
* Updated extended resources doc per reviews.
* reverts extra spacing in _data/tasks.yml
* addresses `kubeadm upgrade` review comments
Feedback from @chenopis, @luxas, and @steveperry-53 addressed with this commit
* HugePages documentation (#5419)
* Update cpu-management-policies.md (#5407)
Fixed the bad link.
Modified "cpu" to "CPU".
Added more 'yaml' as supplement.
* Update RBAC docs for v1 (#5445)
* Add user docs for pod priority and preemption (#5328)
* Add user docs for pod priority and preemption
* Update pod-priority-preemption.md
* More updates
* Update docs/admin/kubeadm.md for 1.8 (#5440)
- Made a couple of minor wording changes (not strictly 1.8 related).
- Did some reformatting (not strictly 1.8 related).
- Updated references to the default token TTL (was infinite, now 24 hours).
- Documented the new `--discovery-token-ca-cert-hash` and `--discovery-token-unsafe-skip-ca-verification` flags for `kubeadm join`.
- Added references to the new `--discovery-token-ca-cert-hash` flag in all the default examples.
- Added a new _Security model_ section that describes the security tradeoffs of the various discovery modes.
- Documented the new `--groups` flag for `kubeadm token create`.
- Added a note of caution under _Automating kubeadm_ that references the _Security model_ section.
- Updated the component version table to drop 1.6 and add 1.8.
- Update `_data/reference.yml` to try to get the sidebar fixed up and more consistent with `kubefed`.
* Update StatefulSet Basics for 1.8 release (#5398)
* addresses `kubeadm upgrade` review comments
2nd iteration review comments by @luxas
* adds kubelet upgrade section to kubeadm upgrade
* Fix a bulleted list on docs/admin/kubeadm.md. (#5458)
I updated this doc yesterday and I was absolutely sure I fixed this, but I just saw that this commit got lost somehow.
This was introduced recently in https://github.com/kubernetes/kubernetes.github.io/pull/5440.
* Clarify the API to check for device plugins
* Moving Flexvolume to separate out-of-tree section
* addresses `kubeadm upgrade` review comments
CC: @luxas
* fixes kubeadm upgrade index
* Update Stackdriver Logging documentation (#5495)
* Re-update WordPress and MySQL PV doc to use apps/v1beta2 APIs (#5526)
* Update statefulset concepts doc to use apps/v1beta2 APIs (#5420)
* add document on kubectl's behavior regarding initializers (#5505)
* Update docs/admin/kubeadm.md to cover self-hosting in 1.8. (#5497)
This is a new beta feature in 1.8.
* Update kubectl patch doc to use apps/v1beta2 APIs (#5422)
* [1.8] Update "Run Applications" tasks to apps/v1beta2. (#5525)
* Update replicated stateful application task for 1.8.
* Update single instance stateful app task for 1.8.
* Update stateless app task for 1.8.
* Update kubectl patch task for 1.8.
* fix the link of persistent storage (#5515)
* update the admission-controllers.md index.md what-is-kubernetes.md link
* fix the link of persistent storage
* Add quota support for local ephemeral storage (#5493)
* Add quota support for local ephemeral storage
update the doc to this alpha feature
* Update resource-quotas.md
* Updated Deployments concepts doc (#5491)
* Updated Deployments concepts doc
* Addressed comments
* Addressed more comments
* Modify allocatable storage to ephemeral-storage (#5490)
Update the doc to use ephemeral-storage instead of storage
* Revamped concepts doc for ReplicaSet (#5463)
* Revamped concepts doc for ReplicaSet
* Minor changes to call out specific versions for selector defaulting and
immutability
* Addressed doc review comments
* Remove petset documentations (#5395)
* Update docs to use batch/v1beta1 cronjobs (#5475)
* add federation job doc (#5485)
* add federation job doc
* Update job.md
Edits for clarity and consistency
* Update job.md
Fixed a typo
* update DaemonSet concept for 1.8 release (#5397)
* update DaemonSet concept for 1.8 release
* Update daemonset.md
Fix typo. than -> then
* Update bootstrap tokens doc for 1.8. (#5479)
* Update bootstrap tokens doc for 1.8.
This has some changes I missed when I was updating the main kubeadm documention:
- Bootstrap tokens are now beta, not alpha (https://github.com/kubernetes/features/issues/130)
- The apiserver flag to enable the authenticator changedin 1.8 (https://github.com/kubernetes/kubernetes/pull/51198)
- Added `auth-extra-groups` documentaion (https://github.com/kubernetes/kubernetes/pull/50933)
- Updated the _Token Management with `kubeadm`_ section to link to the main kubeadm docs, since it was just duplicated information.
* Update bootstrap-tokens.md
* Updated the Cassandra tutorial to use apps/v1beta2 (#5548)
* add docs for AllowPrivilegeEscalation (#5448)
Signed-off-by: Jess Frazelle <acidburn@microsoft.com>
* Add local ephemeral storage alpha feature in managing compute resource (#5522)
* Add local ephemeral storage alpha feature in managing compute resource
Since 1.8, we add the local ephemeral storage alpha feature as one
resource type to manage. Add this feature into the doc.
* Update manage-compute-resources-container.md
* Update manage-compute-resources-container.md
* Update manage-compute-resources-container.md
* Update manage-compute-resources-container.md
* Update manage-compute-resources-container.md
* Update manage-compute-resources-container.md
* Added documentation for Metrics Server (#5560)
* authorization: improve authorization debugging docs (#5549)
* Document mount propagation (#5544)
* Update /docs/setup/independent/create-cluster-kubeadm.md for 1.8. (#5524)
This introduction needed a couple of small tweaks to cover the `--discovery-token-ca-cert-hash` flag added in https://github.com/kubernetes/kubernetes/pull/49520 and some version bumps.
* Add task doc for alpha dynamic kubelet configuration (#5523)
* Fix input/output of selfsubjectaccess review (#5593)
* Add docs for implementing resize (#5528)
* Add docs for implementing resize
* Update admission-controllers.md
* Added link to PVC section
* minor typo fixes
* Update NetworkPolicy concept guide with egress and CIDR changes (#5529)
* update zookeeper tutorial for 1.8 release
* add doc for hostpath type (#5503)
* Federated Hpa feature doc (#5487)
* Federated Hpa feature doc
* Federated Hpa feature doc review fixes
* Update hpa.md
* Update hpa.md
* update cloud controller manager docs for v1.8
* Update cronjob with defaults information (#5556)
* Kubernetes 1.8 reference docs (#5632)
* Kubernetes 1.8 reference docs
* Kubectl reference docs for 1.8
* Update side bar with 1.8 kubectl and api ref docs links
* remove petset.md
* update on state of HostAlias in 1.8 with hostNetwork Pod support (#5644)
* Fix cron job deletion section (#5655)
* update imported docs (#5656)
* Add documentation for certificate rotation. (#5639)
* Link to using kubeadm page
* fix the command output
fix the command output
* fix typo in api/resources reference: "Worloads"
* Add documentation for certificate rotation.
* Create TOC entry for cloud controller manager. (#5662)
* Updates for new versions of API types
* Followup 5655: fix link to garbage collection (#5666)
* Temporarily redirect resources-reference to api-reference. (#5668)
* Update config for 1.8 release. (#5661)
* Update config for 1.8 release.
* Address reviewer comments.
* Switch references in HPA docs from alpha to beta (#5671)
The HPA docs still referenced the alpha version. This switches them to
talk about v2beta1, which is the appropriate version for Kubernetes 1.8
* Deprecate openstack heat (#5670)
* Fix typo in pod preset conflict example
Move container port definition to the correct line.
* Highlight openstack-heat provider deprecation
The openstack-heat provider for kube-up is being deprecated and will be
removed in a future release.
* Temporarily fix broken links by redirecting. (#5672)
* Fix broken links. (#5675)
* Fix render of code block (#5674)
* Fix broken links. (#5677)
* Add a small note about auto-bootstrapped CSR ClusterRoles (#5660)
* Update kubeadm install doc for v1.8 (#5676)
* add draft workloads api content for 1.8 (#5650)
* add draft workloads api content for 1.8
* edits per review, add tables, for 1.8 workloads api doc
* fix typo
* Minor fixes to kubeadm 1.8 upgrade guide. (#5678)
- The kubelet upgrade instructions should be done on every host, not
just worker nodes.
- We should just upgrade all packages, instead of calling out kubelet
specifically. This will also upgrade kubectl, kubeadm, and
kubernetes-cni, if installed.
- Draining nodes should also ignore daemonsets, and master errors can be
ignored.
- Make sure that the new kubeadm download is chmoded correctly.
- Add a step to run `kubeadm version` to verify after downloading.
- Manually approve new kubelet CSRs if rotation is enabled (known issue).
* Release 1.8 (#5680)
* Fix versions for 1.8 API ref docs
* Updates for 1.8 kubectl reference docs
* Kubeadm /docs/admin/kubeadm.md cleanup, editing. (#5681)
* Update docs/admin/kubeadm.md (mostly 1.8 related).
This is Fabrizio's work, which I'm committing along with my edits (in a commit on top of this).
* A few of my own edits to clarify and clean up some Markdown.
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apiVersion: apps/v1beta2
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kind: StatefulSet
metadata:
creationTimestamp: 2016-08-13T18:40:58Z
generation: 1
labels:
app: cassandra
name: cassandra
namespace: default
resourceVersion: "323"
selfLink: /apis/apps/v1beta1/namespaces/default/statefulsets/cassandra
uid: 7a219483-6185-11e6-a910-42010a8a0fc0
spec:
replicas: 3
```
2. Change the number of replicas to 4, and then save the manifest.
The StatefulSet now contains 4 Pods.
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3. Get the Cassandra StatefulSet to verify:
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kubectl get statefulset cassandra
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The response should be
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NAME DESIRED CURRENT AGE
cassandra 4 4 36m
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{% endcapture %}
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{% capture cleanup %}
Deleting or scaling a StatefulSet down does not delete the volumes associated with the StatefulSet. This ensures safety first: your data is more valuable than an auto purge of all related StatefulSet resources.
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**Warning:** Depending on the storage class and reclaim policy, deleting the Persistent Volume Claims may cause the associated volumes to also be deleted. Never assume you’ ll be able to access data if its volume claims are deleted.
{: .warning}
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1. Run the following commands to delete everything in a `StatefulSet` :
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grace=$(kubectl get po cassandra-0 -o=jsonpath='{.spec.terminationGracePeriodSeconds}') \
& & kubectl delete statefulset -l app=cassandra \
& & echo "Sleeping $grace" \
& & sleep $grace \
& & kubectl delete pvc -l app=cassandra
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2. Run the following command to delete the Cassandra `Service` .
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kubectl delete service -l app=cassandra
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{% endcapture %}
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{% capture whatsnext %}
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* Learn how to [Scale a StatefulSet ](/docs/tasks/run-application/scale-stateful-set/ ).
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* Learn more about the [KubernetesSeedProvider ](https://github.com/kubernetes/examples/blob/master/cassandra/java/src/main/java/io/k8s/cassandra/KubernetesSeedProvider.java )
* See more custom [Seed Provider Configurations ](https://git.k8s.io/examples/cassandra/java/README.md )
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{% endcapture %}
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{% include templates/tutorial.md %}