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This is the initial documentation for one new feature: - kubernetes/enhancements#1472 Co-authored-by: Tim Bannister <tim@scalefactory.com>
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--- | ||
reviewers: | ||
- jsafrane | ||
- saad-ali | ||
- msau42 | ||
- xing-yang | ||
- pohly | ||
title: Storage Capacity | ||
content_type: concept | ||
weight: 45 | ||
--- | ||
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<!-- overview --> | ||
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Storage capacity is limited and may vary depending on the node on | ||
which a pod runs: network-attached storage might not be accessible by | ||
all nodes, or storage is local to a node to begin with. | ||
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{{< feature-state for_k8s_version="v1.19" state="alpha" >}} | ||
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This page describes how Kubernetes keeps track of storage capacity and | ||
how the scheduler uses that information to schedule Pods onto nodes | ||
that have access to enough storage capacity for the remaining missing | ||
volumes. Without storage capacity tracking, the scheduler may choose a | ||
node that doesn't have enough capacity to provision a volume and | ||
multiple scheduling retries will be needed. | ||
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Tracking storage capacity is supported for {{< glossary_tooltip | ||
text="Container Storage Interface" term_id="csi" >}} (CSI) drivers and | ||
[needs to be enabled](#enabling-storage-capacity-tracking) when installing a CSI driver. | ||
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<!-- body --> | ||
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## API | ||
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There are two API extensions for this feature: | ||
- [CSIStorageCapacity](/docs/reference/generated/kubernetes-api/{{< param "version" >}}/#csistoragecapacity-v1alpha1-storage-k8s-io) objects: | ||
these get produced by a CSI driver in the namespace | ||
where the driver is installed. Each object contains capacity | ||
information for one storage class and defines which nodes have | ||
access to that storage. | ||
- [The `CSIDriverSpec.StorageCapacity` field](/docs/reference/generated/kubernetes-api/{{< param "version" >}}/#csidriverspec-v1-storage-k8s-io): | ||
when set to `true`, the Kubernetes scheduler will consider storage | ||
capacity for volumes that use the CSI driver. | ||
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## Scheduling | ||
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Storage capacity information is used by the Kubernetes scheduler if: | ||
- the `CSIStorageCapacity` feature gate is true, | ||
- a Pod uses a volume that has not been created yet, | ||
- that volume uses a {{< glossary_tooltip text="StorageClass" term_id="storage-class" >}} which references a CSI driver and | ||
uses `WaitForFirstConsumer` [volume binding | ||
mode](/docs/concepts/storage/storage-classes/#volume-binding-mode), | ||
and | ||
- the `CSIDriver` object for the driver has `StorageCapacity` set to | ||
true. | ||
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In that case, the scheduler only considers nodes for the Pod which | ||
have enough storage available to them. This check is very | ||
simplistic and only compares the size of the volume against the | ||
capacity listed in `CSIStorageCapacity` objects with a topology that | ||
includes the node. | ||
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For volumes with `Immediate` volume binding mode, the storage driver | ||
decides where to create the volume, independently of Pods that will | ||
use the volume. The scheduler then schedules Pods onto nodes where the | ||
volume is available after the volume has been created. | ||
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For [CSI ephemeral volumes](/docs/concepts/storage/volumes/#csi), | ||
scheduling always happens without considering storage capacity. This | ||
is based on the assumption that this volume type is only used by | ||
special CSI drivers which are local to a node and do not need | ||
significant resources there. | ||
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## Rescheduling | ||
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When a node has been selected for a Pod with `WaitForFirstConsumer` | ||
volumes, that decision is still tentative. The next step is that the | ||
CSI storage driver gets asked to create the volume with a hint that the | ||
volume is supposed to be available on the selected node. | ||
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Because Kubernetes might have chosen a node based on out-dated | ||
capacity information, it is possible that the volume cannot really be | ||
created. The node selection is then reset and the Kubernetes scheduler | ||
tries again to find a node for the Pod. | ||
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## Limitations | ||
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Storage capacity tracking increases the chance that scheduling works | ||
on the first try, but cannot guarantee this because the scheduler has | ||
to decide based on potentially out-dated information. Usually, the | ||
same retry mechanism as for scheduling without any storage capacity | ||
information handles scheduling failures. | ||
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One situation where scheduling can fail permanently is when a Pod uses | ||
multiple volumes: one volume might have been created already in a | ||
topology segment which then does not have enough capacity left for | ||
another volume. Manual intervention is necessary to recover from this, | ||
for example by increasing capacity or deleting the volume that was | ||
already created. [Further | ||
work](https://github.com/kubernetes/enhancements/pull/1703) is needed | ||
to handle this automatically. | ||
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## Enabling storage capacity tracking | ||
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Storage capacity tracking is an *alpha feature* and only enabled when | ||
the `CSIStorageCapacity` [feature gate](/docs/reference/command-line-tools-reference/feature-gates/) is enabled. A quick check | ||
whether a Kubernetes cluster supports the feature is to list | ||
CSIStorageCapacity objects with: | ||
```shell | ||
kubectl get csistoragecapacities --all-namespaces | ||
``` | ||
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If your cluster supports CSIStorageCapacity, the response is either a list of CSIStorageCapacity objects or: | ||
``` | ||
No resources found | ||
``` | ||
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If not supported, this error is printed instead: | ||
``` | ||
error: the server doesn't have a resource type "csistoragecapacities" | ||
``` | ||
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In addition to enabling the feature in the cluster, a CSI | ||
driver also has to | ||
support it. Please refer to the driver's documentation for | ||
details. | ||
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## {{% heading "whatsnext" %}} | ||
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- For more information on the design, see the | ||
[Storage Capacity Constraints for Pod Scheduling KEP](https://github.com/kubernetes/enhancements/blob/master/keps/sig-storage/1472-storage-capacity-tracking/README.md). | ||
- For more information on further development of this feature, see the [enhancement tracking issue #1472](https://github.com/kubernetes/enhancements/issues/1472). | ||
- Learn about [Kubernetes Scheduler](/docs/concepts/scheduling-eviction/kube-scheduler/) |
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