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Storage
- 1: Volumes
- 2: Persistent Volumes
- 3: Projected Volumes
- 4: Ephemeral Volumes
- 5: Storage Classes
- 6: Dynamic Volume Provisioning
- 7: Volume Snapshots
- 8: Volume Snapshot Classes
- 9: CSI Volume Cloning
- 10: Storage Capacity
- 11: Node-specific Volume Limits
- 12: Volume Health Monitoring
1 - Volumes
On-disk files in a container are ephemeral, which presents some problems for
non-trivial applications when running in containers. One problem
is the loss of files when a container crashes. The kubelet restarts the container
but with a clean state. A second problem occurs when sharing files
between containers running together in a Pod
.
The Kubernetes volume abstraction
solves both of these problems.
Familiarity with Pods is suggested.
Background
Docker has a concept of volumes, though it is somewhat looser and less managed. A Docker volume is a directory on disk or in another container. Docker provides volume drivers, but the functionality is somewhat limited.
Kubernetes supports many types of volumes. A Pod can use any number of volume types simultaneously. Ephemeral volume types have a lifetime of a pod, but persistent volumes exist beyond the lifetime of a pod. When a pod ceases to exist, Kubernetes destroys ephemeral volumes; however, Kubernetes does not destroy persistent volumes. For any kind of volume in a given pod, data is preserved across container restarts.
At its core, a volume is a directory, possibly with some data in it, which is accessible to the containers in a pod. How that directory comes to be, the medium that backs it, and the contents of it are determined by the particular volume type used.
To use a volume, specify the volumes to provide for the Pod in .spec.volumes
and declare where to mount those volumes into containers in .spec.containers[*].volumeMounts
.
A process in a container sees a filesystem view composed from the initial contents of
the container image, plus volumes
(if defined) mounted inside the container.
The process sees a root filesystem that initially matches the contents of the container
image.
Any writes to within that filesystem hierarchy, if allowed, affect what that process views
when it performs a subsequent filesystem access.
Volumes mount at the specified paths within
the image.
For each container defined within a Pod, you must independently specify where
to mount each volume that the container uses.
Volumes cannot mount within other volumes (but see Using subPath for a related mechanism). Also, a volume cannot contain a hard link to anything in a different volume.
Types of Volumes
Kubernetes supports several types of volumes.
awsElasticBlockStore
An awsElasticBlockStore
volume mounts an Amazon Web Services (AWS)
EBS volume into your pod. Unlike
emptyDir
, which is erased when a pod is removed, the contents of an EBS
volume are persisted and the volume is unmounted. This means that an
EBS volume can be pre-populated with data, and that data can be shared between pods.
aws ec2 create-volume
or the AWS API before you can use it.
There are some restrictions when using an awsElasticBlockStore
volume:
- the nodes on which pods are running must be AWS EC2 instances
- those instances need to be in the same region and availability zone as the EBS volume
- EBS only supports a single EC2 instance mounting a volume
Creating an AWS EBS volume
Before you can use an EBS volume with a pod, you need to create it.
aws ec2 create-volume --availability-zone=eu-west-1a --size=10 --volume-type=gp2
Make sure the zone matches the zone you brought up your cluster in. Check that the size and EBS volume type are suitable for your use.
AWS EBS configuration example
apiVersion: v1
kind: Pod
metadata:
name: test-ebs
spec:
containers:
- image: k8s.gcr.io/test-webserver
name: test-container
volumeMounts:
- mountPath: /test-ebs
name: test-volume
volumes:
- name: test-volume
# This AWS EBS volume must already exist.
awsElasticBlockStore:
volumeID: "<volume id>"
fsType: ext4
If the EBS volume is partitioned, you can supply the optional field partition: "<partition number>"
to specify which parition to mount on.
AWS EBS CSI migration
Kubernetes v1.17 [beta]
The CSIMigration
feature for awsElasticBlockStore
, when enabled, redirects
all plugin operations from the existing in-tree plugin to the ebs.csi.aws.com
Container
Storage Interface (CSI) driver. In order to use this feature, the AWS EBS CSI
driver
must be installed on the cluster and the CSIMigration
and CSIMigrationAWS
beta features must be enabled.
AWS EBS CSI migration complete
Kubernetes v1.17 [alpha]
To disable the awsElasticBlockStore
storage plugin from being loaded by the controller manager
and the kubelet, set the InTreePluginAWSUnregister
flag to true
.
azureDisk
The azureDisk
volume type mounts a Microsoft Azure Data Disk into a pod.
For more details, see the azureDisk
volume plugin.
azureDisk CSI migration
Kubernetes v1.19 [beta]
The CSIMigration
feature for azureDisk
, when enabled, redirects all plugin operations
from the existing in-tree plugin to the disk.csi.azure.com
Container
Storage Interface (CSI) Driver. In order to use this feature, the Azure Disk CSI
Driver
must be installed on the cluster and the CSIMigration
and CSIMigrationAzureDisk
features must be enabled.
azureFile
The azureFile
volume type mounts a Microsoft Azure File volume (SMB 2.1 and 3.0)
into a pod.
For more details, see the azureFile
volume plugin.
azureFile CSI migration
Kubernetes v1.21 [beta]
The CSIMigration
feature for azureFile
, when enabled, redirects all plugin operations
from the existing in-tree plugin to the file.csi.azure.com
Container
Storage Interface (CSI) Driver. In order to use this feature, the Azure File CSI
Driver
must be installed on the cluster and the CSIMigration
and CSIMigrationAzureFile
feature gates must be enabled.
Azure File CSI driver does not support using same volume with different fsgroups, if Azurefile CSI migration is enabled, using same volume with different fsgroups won't be supported at all.
cephfs
A cephfs
volume allows an existing CephFS volume to be
mounted into your Pod. Unlike emptyDir
, which is erased when a pod is
removed, the contents of a cephfs
volume are preserved and the volume is merely
unmounted. This means that a cephfs
volume can be pre-populated with data, and
that data can be shared between pods. The cephfs
volume can be mounted by multiple
writers simultaneously.
See the CephFS example for more details.
cinder
The cinder
volume type is used to mount the OpenStack Cinder volume into your pod.
Cinder volume configuration example
apiVersion: v1
kind: Pod
metadata:
name: test-cinder
spec:
containers:
- image: k8s.gcr.io/test-webserver
name: test-cinder-container
volumeMounts:
- mountPath: /test-cinder
name: test-volume
volumes:
- name: test-volume
# This OpenStack volume must already exist.
cinder:
volumeID: "<volume id>"
fsType: ext4
OpenStack CSI migration
Kubernetes v1.21 [beta]
The CSIMigration
feature for Cinder is enabled by default in Kubernetes 1.21.
It redirects all plugin operations from the existing in-tree plugin to the
cinder.csi.openstack.org
Container Storage Interface (CSI) Driver.
OpenStack Cinder CSI Driver
must be installed on the cluster.
You can disable Cinder CSI migration for your cluster by setting the CSIMigrationOpenStack
feature gate to false
.
If you disable the CSIMigrationOpenStack
feature, the in-tree Cinder volume plugin takes responsibility
for all aspects of Cinder volume storage management.
configMap
A ConfigMap
provides a way to inject configuration data into pods.
The data stored in a ConfigMap can be referenced in a volume of type
configMap
and then consumed by containerized applications running in a pod.
When referencing a ConfigMap, you provide the name of the ConfigMap in the
volume. You can customize the path to use for a specific
entry in the ConfigMap. The following configuration shows how to mount
the log-config
ConfigMap onto a Pod called configmap-pod
:
apiVersion: v1
kind: Pod
metadata:
name: configmap-pod
spec:
containers:
- name: test
image: busybox
volumeMounts:
- name: config-vol
mountPath: /etc/config
volumes:
- name: config-vol
configMap:
name: log-config
items:
- key: log_level
path: log_level
The log-config
ConfigMap is mounted as a volume, and all contents stored in
its log_level
entry are mounted into the Pod at path /etc/config/log_level
.
Note that this path is derived from the volume's mountPath
and the path
keyed with log_level
.
downwardAPI
A downwardAPI
volume makes downward API data available to applications.
It mounts a directory and writes the requested data in plain text files.
subPath
volume mount will not
receive downward API updates.
See the downward API example for more details.
emptyDir
An emptyDir
volume is first created when a Pod is assigned to a node, and
exists as long as that Pod is running on that node. As the name says, the
emptyDir
volume is initially empty. All containers in the Pod can read and write the same
files in the emptyDir
volume, though that volume can be mounted at the same
or different paths in each container. When a Pod is removed from a node for
any reason, the data in the emptyDir
is deleted permanently.
emptyDir
volume
is safe across container crashes.
Some uses for an emptyDir
are:
- scratch space, such as for a disk-based merge sort
- checkpointing a long computation for recovery from crashes
- holding files that a content-manager container fetches while a webserver container serves the data
Depending on your environment, emptyDir
volumes are stored on whatever medium that backs the
node such as disk or SSD, or network storage. However, if you set the emptyDir.medium
field
to "Memory"
, Kubernetes mounts a tmpfs (RAM-backed filesystem) for you instead.
While tmpfs is very fast, be aware that unlike disks, tmpfs is cleared on
node reboot and any files you write count against your container's
memory limit.
SizeMemoryBackedVolumes
feature gate is enabled,
you can specify a size for memory backed volumes. If no size is specified, memory
backed volumes are sized to 50% of the memory on a Linux host.
emptyDir configuration example
apiVersion: v1
kind: Pod
metadata:
name: test-pd
spec:
containers:
- image: k8s.gcr.io/test-webserver
name: test-container
volumeMounts:
- mountPath: /cache
name: cache-volume
volumes:
- name: cache-volume
emptyDir: {}
fc (fibre channel)
An fc
volume type allows an existing fibre channel block storage volume
to mount in a Pod. You can specify single or multiple target world wide names (WWNs)
using the parameter targetWWNs
in your Volume configuration. If multiple WWNs are specified,
targetWWNs expect that those WWNs are from multi-path connections.
See the fibre channel example for more details.
flocker (deprecated)
Flocker is an open-source, clustered container data volume manager. Flocker provides management and orchestration of data volumes backed by a variety of storage backends.
A flocker
volume allows a Flocker dataset to be mounted into a Pod. If the
dataset does not already exist in Flocker, it needs to be first created with the Flocker
CLI or by using the Flocker API. If the dataset already exists it will be
reattached by Flocker to the node that the pod is scheduled. This means data
can be shared between pods as required.
See the Flocker example for more details.
gcePersistentDisk
A gcePersistentDisk
volume mounts a Google Compute Engine (GCE)
persistent disk (PD) into your Pod.
Unlike emptyDir
, which is erased when a pod is removed, the contents of a PD are
preserved and the volume is merely unmounted. This means that a PD can be
pre-populated with data, and that data can be shared between pods.
gcloud
or the GCE API or UI before you can use it.
There are some restrictions when using a gcePersistentDisk
:
- the nodes on which Pods are running must be GCE VMs
- those VMs need to be in the same GCE project and zone as the persistent disk
One feature of GCE persistent disk is concurrent read-only access to a persistent disk.
A gcePersistentDisk
volume permits multiple consumers to simultaneously
mount a persistent disk as read-only. This means that you can pre-populate a PD with your dataset
and then serve it in parallel from as many Pods as you need. Unfortunately,
PDs can only be mounted by a single consumer in read-write mode. Simultaneous
writers are not allowed.
Using a GCE persistent disk with a Pod controlled by a ReplicaSet will fail unless the PD is read-only or the replica count is 0 or 1.
Creating a GCE persistent disk
Before you can use a GCE persistent disk with a Pod, you need to create it.
gcloud compute disks create --size=500GB --zone=us-central1-a my-data-disk
GCE persistent disk configuration example
apiVersion: v1
kind: Pod
metadata:
name: test-pd
spec:
containers:
- image: k8s.gcr.io/test-webserver
name: test-container
volumeMounts:
- mountPath: /test-pd
name: test-volume
volumes:
- name: test-volume
# This GCE PD must already exist.
gcePersistentDisk:
pdName: my-data-disk
fsType: ext4
Regional persistent disks
The Regional persistent disks feature allows the creation of persistent disks that are available in two zones within the same region. In order to use this feature, the volume must be provisioned as a PersistentVolume; referencing the volume directly from a pod is not supported.
Manually provisioning a Regional PD PersistentVolume
Dynamic provisioning is possible using a StorageClass for GCE PD. Before creating a PersistentVolume, you must create the persistent disk:
gcloud compute disks create --size=500GB my-data-disk
--region us-central1
--replica-zones us-central1-a,us-central1-b
Regional persistent disk configuration example
apiVersion: v1
kind: PersistentVolume
metadata:
name: test-volume
spec:
capacity:
storage: 400Gi
accessModes:
- ReadWriteOnce
gcePersistentDisk:
pdName: my-data-disk
fsType: ext4
nodeAffinity:
required:
nodeSelectorTerms:
- matchExpressions:
# failure-domain.beta.kubernetes.io/zone should be used prior to 1.21
- key: topology.kubernetes.io/zone
operator: In
values:
- us-central1-a
- us-central1-b
GCE CSI migration
Kubernetes v1.17 [beta]
The CSIMigration
feature for GCE PD, when enabled, redirects all plugin operations
from the existing in-tree plugin to the pd.csi.storage.gke.io
Container
Storage Interface (CSI) Driver. In order to use this feature, the GCE PD CSI
Driver
must be installed on the cluster and the CSIMigration
and CSIMigrationGCE
beta features must be enabled.
GCE CSI migration complete
Kubernetes v1.21 [alpha]
To disable the gcePersistentDisk
storage plugin from being loaded by the controller manager
and the kubelet, set the InTreePluginGCEUnregister
flag to true
.
gitRepo (deprecated)
gitRepo
volume type is deprecated. To provision a container with a git repo, mount an EmptyDir into an InitContainer that clones the repo using git, then mount the EmptyDir into the Pod's container.
A gitRepo
volume is an example of a volume plugin. This plugin
mounts an empty directory and clones a git repository into this directory
for your Pod to use.
Here is an example of a gitRepo
volume:
apiVersion: v1
kind: Pod
metadata:
name: server
spec:
containers:
- image: nginx
name: nginx
volumeMounts:
- mountPath: /mypath
name: git-volume
volumes:
- name: git-volume
gitRepo:
repository: "git@somewhere:me/my-git-repository.git"
revision: "22f1d8406d464b0c0874075539c1f2e96c253775"
glusterfs
A glusterfs
volume allows a Glusterfs (an open
source networked filesystem) volume to be mounted into your Pod. Unlike
emptyDir
, which is erased when a Pod is removed, the contents of a
glusterfs
volume are preserved and the volume is merely unmounted. This
means that a glusterfs volume can be pre-populated with data, and that data can
be shared between pods. GlusterFS can be mounted by multiple writers
simultaneously.
See the GlusterFS example for more details.
hostPath
HostPath volumes present many security risks, and it is a best practice to avoid the use of HostPaths when possible. When a HostPath volume must be used, it should be scoped to only the required file or directory, and mounted as ReadOnly.
If restricting HostPath access to specific directories through AdmissionPolicy, volumeMounts
MUST
be required to use readOnly
mounts for the policy to be effective.
A hostPath
volume mounts a file or directory from the host node's filesystem
into your Pod. This is not something that most Pods will need, but it offers a
powerful escape hatch for some applications.
For example, some uses for a hostPath
are:
- running a container that needs access to Docker internals; use a
hostPath
of/var/lib/docker
- running cAdvisor in a container; use a
hostPath
of/sys
- allowing a Pod to specify whether a given
hostPath
should exist prior to the Pod running, whether it should be created, and what it should exist as
In addition to the required path
property, you can optionally specify a type
for a hostPath
volume.
The supported values for field type
are:
Value | Behavior |
---|---|
Empty string (default) is for backward compatibility, which means that no checks will be performed before mounting the hostPath volume. | |
DirectoryOrCreate |
If nothing exists at the given path, an empty directory will be created there as needed with permission set to 0755, having the same group and ownership with Kubelet. |
Directory |
A directory must exist at the given path |
FileOrCreate |
If nothing exists at the given path, an empty file will be created there as needed with permission set to 0644, having the same group and ownership with Kubelet. |
File |
A file must exist at the given path |
Socket |
A UNIX socket must exist at the given path |
CharDevice |
A character device must exist at the given path |
BlockDevice |
A block device must exist at the given path |
Watch out when using this type of volume, because:
- HostPaths can expose privileged system credentials (such as for the Kubelet) or privileged APIs (such as container runtime socket), which can be used for container escape or to attack other parts of the cluster.
- Pods with identical configuration (such as created from a PodTemplate) may behave differently on different nodes due to different files on the nodes
- The files or directories created on the underlying hosts are only writable by root. You
either need to run your process as root in a
privileged Container or modify the file
permissions on the host to be able to write to a
hostPath
volume
hostPath configuration example
apiVersion: v1
kind: Pod
metadata:
name: test-pd
spec:
containers:
- image: k8s.gcr.io/test-webserver
name: test-container
volumeMounts:
- mountPath: /test-pd
name: test-volume
volumes:
- name: test-volume
hostPath:
# directory location on host
path: /data
# this field is optional
type: Directory
FileOrCreate
mode does not create the parent directory of the file. If the parent directory
of the mounted file does not exist, the pod fails to start. To ensure that this mode works,
you can try to mount directories and files separately, as shown in the
FileOrCreate
configuration.
hostPath FileOrCreate configuration example
apiVersion: v1
kind: Pod
metadata:
name: test-webserver
spec:
containers:
- name: test-webserver
image: k8s.gcr.io/test-webserver:latest
volumeMounts:
- mountPath: /var/local/aaa
name: mydir
- mountPath: /var/local/aaa/1.txt
name: myfile
volumes:
- name: mydir
hostPath:
# Ensure the file directory is created.
path: /var/local/aaa
type: DirectoryOrCreate
- name: myfile
hostPath:
path: /var/local/aaa/1.txt
type: FileOrCreate
iscsi
An iscsi
volume allows an existing iSCSI (SCSI over IP) volume to be mounted
into your Pod. Unlike emptyDir
, which is erased when a Pod is removed, the
contents of an iscsi
volume are preserved and the volume is merely
unmounted. This means that an iscsi volume can be pre-populated with data, and
that data can be shared between pods.
A feature of iSCSI is that it can be mounted as read-only by multiple consumers simultaneously. This means that you can pre-populate a volume with your dataset and then serve it in parallel from as many Pods as you need. Unfortunately, iSCSI volumes can only be mounted by a single consumer in read-write mode. Simultaneous writers are not allowed.
See the iSCSI example for more details.
local
A local
volume represents a mounted local storage device such as a disk,
partition or directory.
Local volumes can only be used as a statically created PersistentVolume. Dynamic provisioning is not supported.
Compared to hostPath
volumes, local
volumes are used in a durable and
portable manner without manually scheduling pods to nodes. The system is aware
of the volume's node constraints by looking at the node affinity on the PersistentVolume.
However, local
volumes are subject to the availability of the underlying
node and are not suitable for all applications. If a node becomes unhealthy,
then the local
volume becomes inaccessible by the pod. The pod using this volume
is unable to run. Applications using local
volumes must be able to tolerate this
reduced availability, as well as potential data loss, depending on the
durability characteristics of the underlying disk.
The following example shows a PersistentVolume using a local
volume and
nodeAffinity
:
apiVersion: v1
kind: PersistentVolume
metadata:
name: example-pv
spec:
capacity:
storage: 100Gi
volumeMode: Filesystem
accessModes:
- ReadWriteOnce
persistentVolumeReclaimPolicy: Delete
storageClassName: local-storage
local:
path: /mnt/disks/ssd1
nodeAffinity:
required:
nodeSelectorTerms:
- matchExpressions:
- key: kubernetes.io/hostname
operator: In
values:
- example-node
You must set a PersistentVolume nodeAffinity
when using local
volumes.
The Kubernetes scheduler uses the PersistentVolume nodeAffinity
to schedule
these Pods to the correct node.
PersistentVolume volumeMode
can be set to "Block" (instead of the default
value "Filesystem") to expose the local volume as a raw block device.
When using local volumes, it is recommended to create a StorageClass with
volumeBindingMode
set to WaitForFirstConsumer
. For more details, see the
local StorageClass example.
Delaying volume binding ensures that the PersistentVolumeClaim binding decision
will also be evaluated with any other node constraints the Pod may have,
such as node resource requirements, node selectors, Pod affinity, and Pod anti-affinity.
An external static provisioner can be run separately for improved management of the local volume lifecycle. Note that this provisioner does not support dynamic provisioning yet. For an example on how to run an external local provisioner, see the local volume provisioner user guide.
nfs
An nfs
volume allows an existing NFS (Network File System) share to be
mounted into a Pod. Unlike emptyDir
, which is erased when a Pod is
removed, the contents of an nfs
volume are preserved and the volume is merely
unmounted. This means that an NFS volume can be pre-populated with data, and
that data can be shared between pods. NFS can be mounted by multiple
writers simultaneously.
See the NFS example for more details.
persistentVolumeClaim
A persistentVolumeClaim
volume is used to mount a
PersistentVolume into a Pod. PersistentVolumeClaims
are a way for users to "claim" durable storage (such as a GCE PersistentDisk or an
iSCSI volume) without knowing the details of the particular cloud environment.
See the information about PersistentVolumes for more details.
portworxVolume
A portworxVolume
is an elastic block storage layer that runs hyperconverged with
Kubernetes. Portworx fingerprints storage
in a server, tiers based on capabilities, and aggregates capacity across multiple servers.
Portworx runs in-guest in virtual machines or on bare metal Linux nodes.
A portworxVolume
can be dynamically created through Kubernetes or it can also
be pre-provisioned and referenced inside a Pod.
Here is an example Pod referencing a pre-provisioned Portworx volume:
apiVersion: v1
kind: Pod
metadata:
name: test-portworx-volume-pod
spec:
containers:
- image: k8s.gcr.io/test-webserver
name: test-container
volumeMounts:
- mountPath: /mnt
name: pxvol
volumes:
- name: pxvol
# This Portworx volume must already exist.
portworxVolume:
volumeID: "pxvol"
fsType: "<fs-type>"
pxvol
before using it in the Pod.
For more details, see the Portworx volume examples.
projected
A projected volume maps several existing volume sources into the same directory. For more details, see projected volumes.
quobyte (deprecated)
A quobyte
volume allows an existing Quobyte volume to
be mounted into your Pod.
Quobyte supports the Container Storage Interface. CSI is the recommended plugin to use Quobyte volumes inside Kubernetes. Quobyte's GitHub project has instructions for deploying Quobyte using CSI, along with examples.
rbd
An rbd
volume allows a
Rados Block Device (RBD) volume to mount
into your Pod. Unlike emptyDir
, which is erased when a pod is removed, the
contents of an rbd
volume are preserved and the volume is unmounted. This
means that a RBD volume can be pre-populated with data, and that data can be
shared between pods.
A feature of RBD is that it can be mounted as read-only by multiple consumers simultaneously. This means that you can pre-populate a volume with your dataset and then serve it in parallel from as many pods as you need. Unfortunately, RBD volumes can only be mounted by a single consumer in read-write mode. Simultaneous writers are not allowed.
See the RBD example for more details.
RBD CSI migration
Kubernetes v1.23 [alpha]
The CSIMigration
feature for RBD
, when enabled, redirects all plugin
operations from the existing in-tree plugin to the rbd.csi.ceph.com
CSI driver. In order to use this
feature, the
Ceph CSI driver
must be installed on the cluster and the CSIMigration
and CSIMigrationRBD
feature gates
must be enabled.
As a Kubernetes cluster operator that administers storage, here are the prerequisites that you must complete before you attempt migration to the RBD CSI driver:
- You must install the Ceph CSI driver (
rbd.csi.ceph.com
), v3.5.0 or above, into your Kubernetes cluster. - considering the
clusterID
field is a required parameter for CSI driver for its operations, but in-tree StorageClass hasmonitors
field as a required parameter, a Kubernetes storage admin has to create a clusterID based on the monitors hash ( ex:#echo -n '<monitors_string>' | md5sum
) in the CSI config map and keep the monitors under this clusterID configuration. - Also, if the value of
adminId
in the in-tree Storageclass is different fromadmin
, theadminSecretName
mentioned in the in-tree Storageclass has to be patched with the base64 value of theadminId
parameter value, otherwise this step can be skipped.
secret
A secret
volume is used to pass sensitive information, such as passwords, to
Pods. You can store secrets in the Kubernetes API and mount them as files for
use by pods without coupling to Kubernetes directly. secret
volumes are
backed by tmpfs (a RAM-backed filesystem) so they are never written to
non-volatile storage.
subPath
volume mount will not
receive Secret updates.
For more details, see Configuring Secrets.
storageOS (deprecated)
A storageos
volume allows an existing StorageOS
volume to mount into your Pod.
StorageOS runs as a container within your Kubernetes environment, making local or attached storage accessible from any node within the Kubernetes cluster. Data can be replicated to protect against node failure. Thin provisioning and compression can improve utilization and reduce cost.
At its core, StorageOS provides block storage to containers, accessible from a file system.
The StorageOS Container requires 64-bit Linux and has no additional dependencies. A free developer license is available.
The following example is a Pod configuration with StorageOS:
apiVersion: v1
kind: Pod
metadata:
labels:
name: redis
role: master
name: test-storageos-redis
spec:
containers:
- name: master
image: kubernetes/redis:v1
env:
- name: MASTER
value: "true"
ports:
- containerPort: 6379
volumeMounts:
- mountPath: /redis-master-data
name: redis-data
volumes:
- name: redis-data
storageos:
# The `redis-vol01` volume must already exist within StorageOS in the `default` namespace.
volumeName: redis-vol01
fsType: ext4
For more information about StorageOS, dynamic provisioning, and PersistentVolumeClaims, see the StorageOS examples.
vsphereVolume
A vsphereVolume
is used to mount a vSphere VMDK volume into your Pod. The contents
of a volume are preserved when it is unmounted. It supports both VMFS and VSAN datastore.
Creating a VMDK volume
Choose one of the following methods to create a VMDK.
First ssh into ESX, then use the following command to create a VMDK:
vmkfstools -c 2G /vmfs/volumes/DatastoreName/volumes/myDisk.vmdk
Use the following command to create a VMDK:
vmware-vdiskmanager -c -t 0 -s 40GB -a lsilogic myDisk.vmdk
vSphere VMDK configuration example
apiVersion: v1
kind: Pod
metadata:
name: test-vmdk
spec:
containers:
- image: k8s.gcr.io/test-webserver
name: test-container
volumeMounts:
- mountPath: /test-vmdk
name: test-volume
volumes:
- name: test-volume
# This VMDK volume must already exist.
vsphereVolume:
volumePath: "[DatastoreName] volumes/myDisk"
fsType: ext4
For more information, see the vSphere volume examples.
vSphere CSI migration
Kubernetes v1.19 [beta]
The CSIMigration
feature for vsphereVolume
, when enabled, redirects all plugin operations
from the existing in-tree plugin to the csi.vsphere.vmware.com
CSI driver. In order to use this feature, the
vSphere CSI driver
must be installed on the cluster and the CSIMigration
and CSIMigrationvSphere
feature gates must be enabled.
This also requires minimum vSphere vCenter/ESXi Version to be 7.0u1 and minimum HW Version to be VM version 15.
The following StorageClass parameters from the built-in vsphereVolume
plugin are not supported by the vSphere CSI driver:
diskformat
hostfailurestotolerate
forceprovisioning
cachereservation
diskstripes
objectspacereservation
iopslimit
Existing volumes created using these parameters will be migrated to the vSphere CSI driver, but new volumes created by the vSphere CSI driver will not be honoring these parameters.
vSphere CSI migration complete
Kubernetes v1.19 [beta]
To turn off the vsphereVolume
plugin from being loaded by the controller manager and the kubelet, you need to set InTreePluginvSphereUnregister
feature flag to true
. You must install a csi.vsphere.vmware.com
CSI driver on all worker nodes.
Portworx CSI migration
Kubernetes v1.23 [alpha]
The CSIMigration
feature for Portworx has been added but disabled by default in Kubernetes 1.23 since it's in alpha state.
It redirects all plugin operations from the existing in-tree plugin to the
pxd.portworx.com
Container Storage Interface (CSI) Driver.
Portworx CSI Driver
must be installed on the cluster.
To enable the feature, set CSIMigrationPortworx=true
in kube-controller-manager and kubelet.
Using subPath
Sometimes, it is useful to share one volume for multiple uses in a single pod.
The volumeMounts.subPath
property specifies a sub-path inside the referenced volume
instead of its root.
The following example shows how to configure a Pod with a LAMP stack (Linux Apache MySQL PHP)
using a single, shared volume. This sample subPath
configuration is not recommended
for production use.
The PHP application's code and assets map to the volume's html
folder and
the MySQL database is stored in the volume's mysql
folder. For example:
apiVersion: v1
kind: Pod
metadata:
name: my-lamp-site
spec:
containers:
- name: mysql
image: mysql
env:
- name: MYSQL_ROOT_PASSWORD
value: "rootpasswd"
volumeMounts:
- mountPath: /var/lib/mysql
name: site-data
subPath: mysql
- name: php
image: php:7.0-apache
volumeMounts:
- mountPath: /var/www/html
name: site-data
subPath: html
volumes:
- name: site-data
persistentVolumeClaim:
claimName: my-lamp-site-data
Using subPath with expanded environment variables
Kubernetes v1.17 [stable]
Use the subPathExpr
field to construct subPath
directory names from
downward API environment variables.
The subPath
and subPathExpr
properties are mutually exclusive.
In this example, a Pod
uses subPathExpr
to create a directory pod1
within
the hostPath
volume /var/log/pods
.
The hostPath
volume takes the Pod
name from the downwardAPI
.
The host directory /var/log/pods/pod1
is mounted at /logs
in the container.
apiVersion: v1
kind: Pod
metadata:
name: pod1
spec:
containers:
- name: container1
env:
- name: POD_NAME
valueFrom:
fieldRef:
apiVersion: v1
fieldPath: metadata.name
image: busybox
command: [ "sh", "-c", "while [ true ]; do echo 'Hello'; sleep 10; done | tee -a /logs/hello.txt" ]
volumeMounts:
- name: workdir1
mountPath: /logs
subPathExpr: $(POD_NAME)
restartPolicy: Never
volumes:
- name: workdir1
hostPath:
path: /var/log/pods
Resources
The storage media (such as Disk or SSD) of an emptyDir
volume is determined by the
medium of the filesystem holding the kubelet root dir (typically
/var/lib/kubelet
). There is no limit on how much space an emptyDir
or
hostPath
volume can consume, and no isolation between containers or between
pods.
To learn about requesting space using a resource specification, see how to manage resources.
Out-of-tree volume plugins
The out-of-tree volume plugins include Container Storage Interface (CSI), and also FlexVolume (which is deprecated). These plugins enable storage vendors to create custom storage plugins without adding their plugin source code to the Kubernetes repository.
Previously, all volume plugins were "in-tree". The "in-tree" plugins were built, linked, compiled, and shipped with the core Kubernetes binaries. This meant that adding a new storage system to Kubernetes (a volume plugin) required checking code into the core Kubernetes code repository.
Both CSI and FlexVolume allow volume plugins to be developed independent of the Kubernetes code base, and deployed (installed) on Kubernetes clusters as extensions.
For storage vendors looking to create an out-of-tree volume plugin, please refer to the volume plugin FAQ.
csi
Container Storage Interface (CSI) defines a standard interface for container orchestration systems (like Kubernetes) to expose arbitrary storage systems to their container workloads.
Please read the CSI design proposal for more information.
Once a CSI compatible volume driver is deployed on a Kubernetes cluster, users
may use the csi
volume type to attach or mount the volumes exposed by the
CSI driver.
A csi
volume can be used in a Pod in three different ways:
- through a reference to a PersistentVolumeClaim
- with a generic ephemeral volume (alpha feature)
- with a CSI ephemeral volume if the driver supports that (beta feature)
The following fields are available to storage administrators to configure a CSI persistent volume:
driver
: A string value that specifies the name of the volume driver to use. This value must correspond to the value returned in theGetPluginInfoResponse
by the CSI driver as defined in the CSI spec. It is used by Kubernetes to identify which CSI driver to call out to, and by CSI driver components to identify which PV objects belong to the CSI driver.volumeHandle
: A string value that uniquely identifies the volume. This value must correspond to the value returned in thevolume.id
field of theCreateVolumeResponse
by the CSI driver as defined in the CSI spec. The value is passed asvolume_id
on all calls to the CSI volume driver when referencing the volume.readOnly
: An optional boolean value indicating whether the volume is to be "ControllerPublished" (attached) as read only. Default is false. This value is passed to the CSI driver via thereadonly
field in theControllerPublishVolumeRequest
.fsType
: If the PV'sVolumeMode
isFilesystem
then this field may be used to specify the filesystem that should be used to mount the volume. If the volume has not been formatted and formatting is supported, this value will be used to format the volume. This value is passed to the CSI driver via theVolumeCapability
field ofControllerPublishVolumeRequest
,NodeStageVolumeRequest
, andNodePublishVolumeRequest
.volumeAttributes
: A map of string to string that specifies static properties of a volume. This map must correspond to the map returned in thevolume.attributes
field of theCreateVolumeResponse
by the CSI driver as defined in the CSI spec. The map is passed to the CSI driver via thevolume_context
field in theControllerPublishVolumeRequest
,NodeStageVolumeRequest
, andNodePublishVolumeRequest
.controllerPublishSecretRef
: A reference to the secret object containing sensitive information to pass to the CSI driver to complete the CSIControllerPublishVolume
andControllerUnpublishVolume
calls. This field is optional, and may be empty if no secret is required. If the Secret contains more than one secret, all secrets are passed.nodeStageSecretRef
: A reference to the secret object containing sensitive information to pass to the CSI driver to complete the CSINodeStageVolume
call. This field is optional, and may be empty if no secret is required. If the Secret contains more than one secret, all secrets are passed.nodePublishSecretRef
: A reference to the secret object containing sensitive information to pass to the CSI driver to complete the CSINodePublishVolume
call. This field is optional, and may be empty if no secret is required. If the secret object contains more than one secret, all secrets are passed.
CSI raw block volume support
Kubernetes v1.18 [stable]
Vendors with external CSI drivers can implement raw block volume support in Kubernetes workloads.
You can set up your PersistentVolume/PersistentVolumeClaim with raw block volume support as usual, without any CSI specific changes.
CSI ephemeral volumes
Kubernetes v1.16 [beta]
You can directly configure CSI volumes within the Pod specification. Volumes specified in this way are ephemeral and do not persist across pod restarts. See Ephemeral Volumes for more information.
For more information on how to develop a CSI driver, refer to the kubernetes-csi documentation
Migrating to CSI drivers from in-tree plugins
Kubernetes v1.17 [beta]
The CSIMigration
feature, when enabled, directs operations against existing in-tree
plugins to corresponding CSI plugins (which are expected to be installed and configured).
As a result, operators do not have to make any
configuration changes to existing Storage Classes, PersistentVolumes or PersistentVolumeClaims
(referring to in-tree plugins) when transitioning to a CSI driver that supersedes an in-tree plugin.
The operations and features that are supported include: provisioning/delete, attach/detach, mount/unmount and resizing of volumes.
In-tree plugins that support CSIMigration
and have a corresponding CSI driver implemented
are listed in Types of Volumes.
flexVolume
Kubernetes v1.23 [deprecated]
FlexVolume is an out-of-tree plugin interface that uses an exec-based model to interface with storage drivers. The FlexVolume driver binaries must be installed in a pre-defined volume plugin path on each node and in some cases the control plane nodes as well.
Pods interact with FlexVolume drivers through the flexVolume
in-tree volume plugin.
For more details, see the FlexVolume README document.
FlexVolume is deprecated. Using an out-of-tree CSI driver is the recommended way to integrate external storage with Kubernetes.
Maintainers of FlexVolume driver should implement a CSI Driver and help to migrate users of FlexVolume drivers to CSI. Users of FlexVolume should move their workloads to use the equivalent CSI Driver.
Mount propagation
Mount propagation allows for sharing volumes mounted by a container to other containers in the same pod, or even to other pods on the same node.
Mount propagation of a volume is controlled by the mountPropagation
field
in Container.volumeMounts
. Its values are:
-
None
- This volume mount will not receive any subsequent mounts that are mounted to this volume or any of its subdirectories by the host. In similar fashion, no mounts created by the container will be visible on the host. This is the default mode.This mode is equal to
private
mount propagation as described in the Linux kernel documentation -
HostToContainer
- This volume mount will receive all subsequent mounts that are mounted to this volume or any of its subdirectories.In other words, if the host mounts anything inside the volume mount, the container will see it mounted there.
Similarly, if any Pod with
Bidirectional
mount propagation to the same volume mounts anything there, the container withHostToContainer
mount propagation will see it.This mode is equal to
rslave
mount propagation as described in the Linux kernel documentation -
Bidirectional
- This volume mount behaves the same theHostToContainer
mount. In addition, all volume mounts created by the container will be propagated back to the host and to all containers of all pods that use the same volume.A typical use case for this mode is a Pod with a FlexVolume or CSI driver or a Pod that needs to mount something on the host using a
hostPath
volume.This mode is equal to
rshared
mount propagation as described in the Linux kernel documentationWarning:Bidirectional
mount propagation can be dangerous. It can damage the host operating system and therefore it is allowed only in privileged containers. Familiarity with Linux kernel behavior is strongly recommended. In addition, any volume mounts created by containers in pods must be destroyed (unmounted) by the containers on termination.
Configuration
Before mount propagation can work properly on some deployments (CoreOS, RedHat/Centos, Ubuntu) mount share must be configured correctly in Docker as shown below.
Edit your Docker's systemd
service file. Set MountFlags
as follows:
MountFlags=shared
Or, remove MountFlags=slave
if present. Then restart the Docker daemon:
sudo systemctl daemon-reload
sudo systemctl restart docker
What's next
Follow an example of deploying WordPress and MySQL with Persistent Volumes.
2 - Persistent Volumes
This document describes persistent volumes in Kubernetes. Familiarity with volumes is suggested.
Introduction
Managing storage is a distinct problem from managing compute instances. The PersistentVolume subsystem provides an API for users and administrators that abstracts details of how storage is provided from how it is consumed. To do this, we introduce two new API resources: PersistentVolume and PersistentVolumeClaim.
A PersistentVolume (PV) is a piece of storage in the cluster that has been provisioned by an administrator or dynamically provisioned using Storage Classes. It is a resource in the cluster just like a node is a cluster resource. PVs are volume plugins like Volumes, but have a lifecycle independent of any individual Pod that uses the PV. This API object captures the details of the implementation of the storage, be that NFS, iSCSI, or a cloud-provider-specific storage system.
A PersistentVolumeClaim (PVC) is a request for storage by a user. It is similar to a Pod. Pods consume node resources and PVCs consume PV resources. Pods can request specific levels of resources (CPU and Memory). Claims can request specific size and access modes (e.g., they can be mounted ReadWriteOnce, ReadOnlyMany or ReadWriteMany, see AccessModes).
While PersistentVolumeClaims allow a user to consume abstract storage resources, it is common that users need PersistentVolumes with varying properties, such as performance, for different problems. Cluster administrators need to be able to offer a variety of PersistentVolumes that differ in more ways than size and access modes, without exposing users to the details of how those volumes are implemented. For these needs, there is the StorageClass resource.
See the detailed walkthrough with working examples.
Lifecycle of a volume and claim
PVs are resources in the cluster. PVCs are requests for those resources and also act as claim checks to the resource. The interaction between PVs and PVCs follows this lifecycle:
Provisioning
There are two ways PVs may be provisioned: statically or dynamically.
Static
A cluster administrator creates a number of PVs. They carry the details of the real storage, which is available for use by cluster users. They exist in the Kubernetes API and are available for consumption.
Dynamic
When none of the static PVs the administrator created match a user's PersistentVolumeClaim,
the cluster may try to dynamically provision a volume specially for the PVC.
This provisioning is based on StorageClasses: the PVC must request a
storage class and
the administrator must have created and configured that class for dynamic
provisioning to occur. Claims that request the class ""
effectively disable
dynamic provisioning for themselves.
To enable dynamic storage provisioning based on storage class, the cluster administrator
needs to enable the DefaultStorageClass
admission controller
on the API server. This can be done, for example, by ensuring that DefaultStorageClass
is
among the comma-delimited, ordered list of values for the --enable-admission-plugins
flag of
the API server component. For more information on API server command-line flags,
check kube-apiserver documentation.
Binding
A user creates, or in the case of dynamic provisioning, has already created, a PersistentVolumeClaim with a specific amount of storage requested and with certain access modes. A control loop in the master watches for new PVCs, finds a matching PV (if possible), and binds them together. If a PV was dynamically provisioned for a new PVC, the loop will always bind that PV to the PVC. Otherwise, the user will always get at least what they asked for, but the volume may be in excess of what was requested. Once bound, PersistentVolumeClaim binds are exclusive, regardless of how they were bound. A PVC to PV binding is a one-to-one mapping, using a ClaimRef which is a bi-directional binding between the PersistentVolume and the PersistentVolumeClaim.
Claims will remain unbound indefinitely if a matching volume does not exist. Claims will be bound as matching volumes become available. For example, a cluster provisioned with many 50Gi PVs would not match a PVC requesting 100Gi. The PVC can be bound when a 100Gi PV is added to the cluster.
Using
Pods use claims as volumes. The cluster inspects the claim to find the bound volume and mounts that volume for a Pod. For volumes that support multiple access modes, the user specifies which mode is desired when using their claim as a volume in a Pod.
Once a user has a claim and that claim is bound, the bound PV belongs to the user for as long as they need it. Users schedule Pods and access their claimed PVs by including a persistentVolumeClaim
section in a Pod's volumes
block. See Claims As Volumes for more details on this.
Storage Object in Use Protection
The purpose of the Storage Object in Use Protection feature is to ensure that PersistentVolumeClaims (PVCs) in active use by a Pod and PersistentVolume (PVs) that are bound to PVCs are not removed from the system, as this may result in data loss.
If a user deletes a PVC in active use by a Pod, the PVC is not removed immediately. PVC removal is postponed until the PVC is no longer actively used by any Pods. Also, if an admin deletes a PV that is bound to a PVC, the PV is not removed immediately. PV removal is postponed until the PV is no longer bound to a PVC.
You can see that a PVC is protected when the PVC's status is Terminating
and the Finalizers
list includes kubernetes.io/pvc-protection
:
kubectl describe pvc hostpath
Name: hostpath
Namespace: default
StorageClass: example-hostpath
Status: Terminating
Volume:
Labels: <none>
Annotations: volume.beta.kubernetes.io/storage-class=example-hostpath
volume.beta.kubernetes.io/storage-provisioner=example.com/hostpath
Finalizers: [kubernetes.io/pvc-protection]
...
You can see that a PV is protected when the PV's status is Terminating
and the Finalizers
list includes kubernetes.io/pv-protection
too:
kubectl describe pv task-pv-volume
Name: task-pv-volume
Labels: type=local
Annotations: <none>
Finalizers: [kubernetes.io/pv-protection]
StorageClass: standard
Status: Terminating
Claim:
Reclaim Policy: Delete
Access Modes: RWO
Capacity: 1Gi
Message:
Source:
Type: HostPath (bare host directory volume)
Path: /tmp/data
HostPathType:
Events: <none>
Reclaiming
When a user is done with their volume, they can delete the PVC objects from the API that allows reclamation of the resource. The reclaim policy for a PersistentVolume tells the cluster what to do with the volume after it has been released of its claim. Currently, volumes can either be Retained, Recycled, or Deleted.
Retain
The Retain
reclaim policy allows for manual reclamation of the resource. When the PersistentVolumeClaim is deleted, the PersistentVolume still exists and the volume is considered "released". But it is not yet available for another claim because the previous claimant's data remains on the volume. An administrator can manually reclaim the volume with the following steps.
- Delete the PersistentVolume. The associated storage asset in external infrastructure (such as an AWS EBS, GCE PD, Azure Disk, or Cinder volume) still exists after the PV is deleted.
- Manually clean up the data on the associated storage asset accordingly.
- Manually delete the associated storage asset.
If you want to reuse the same storage asset, create a new PersistentVolume with the same storage asset definition.
Delete
For volume plugins that support the Delete
reclaim policy, deletion removes both the PersistentVolume object from Kubernetes, as well as the associated storage asset in the external infrastructure, such as an AWS EBS, GCE PD, Azure Disk, or Cinder volume. Volumes that were dynamically provisioned inherit the reclaim policy of their StorageClass, which defaults to Delete
. The administrator should configure the StorageClass according to users' expectations; otherwise, the PV must be edited or patched after it is created. See Change the Reclaim Policy of a PersistentVolume.
Recycle
Recycle
reclaim policy is deprecated. Instead, the recommended approach is to use dynamic provisioning.
If supported by the underlying volume plugin, the Recycle
reclaim policy performs a basic scrub (rm -rf /thevolume/*
) on the volume and makes it available again for a new claim.
However, an administrator can configure a custom recycler Pod template using
the Kubernetes controller manager command line arguments as described in the
reference.
The custom recycler Pod template must contain a volumes
specification, as
shown in the example below:
apiVersion: v1
kind: Pod
metadata:
name: pv-recycler
namespace: default
spec:
restartPolicy: Never
volumes:
- name: vol
hostPath:
path: /any/path/it/will/be/replaced
containers:
- name: pv-recycler
image: "k8s.gcr.io/busybox"
command: ["/bin/sh", "-c", "test -e /scrub && rm -rf /scrub/..?* /scrub/.[!.]* /scrub/* && test -z \"$(ls -A /scrub)\" || exit 1"]
volumeMounts:
- name: vol
mountPath: /scrub
However, the particular path specified in the custom recycler Pod template in the volumes
part is replaced with the particular path of the volume that is being recycled.
Reserving a PersistentVolume
The control plane can bind PersistentVolumeClaims to matching PersistentVolumes in the cluster. However, if you want a PVC to bind to a specific PV, you need to pre-bind them.
By specifying a PersistentVolume in a PersistentVolumeClaim, you declare a binding between that specific PV and PVC.
If the PersistentVolume exists and has not reserved PersistentVolumeClaims through its claimRef
field, then the PersistentVolume and PersistentVolumeClaim will be bound.
The binding happens regardless of some volume matching criteria, including node affinity. The control plane still checks that storage class, access modes, and requested storage size are valid.
apiVersion: v1
kind: PersistentVolumeClaim
metadata:
name: foo-pvc
namespace: foo
spec:
storageClassName: "" # Empty string must be explicitly set otherwise default StorageClass will be set
volumeName: foo-pv
...
This method does not guarantee any binding privileges to the PersistentVolume. If other PersistentVolumeClaims could use the PV that you specify, you first need to reserve that storage volume. Specify the relevant PersistentVolumeClaim in the claimRef
field of the PV so that other PVCs can not bind to it.
apiVersion: v1
kind: PersistentVolume
metadata:
name: foo-pv
spec:
storageClassName: ""
claimRef:
name: foo-pvc
namespace: foo
...
This is useful if you want to consume PersistentVolumes that have their claimPolicy
set
to Retain
, including cases where you are reusing an existing PV.
Expanding Persistent Volumes Claims
Kubernetes v1.11 [beta]
Support for expanding PersistentVolumeClaims (PVCs) is enabled by default. You can expand the following types of volumes:
- azureDisk
- azureFile
- awsElasticBlockStore
- cinder (deprecated)
- csi
- flexVolume (deprecated)
- gcePersistentDisk
- glusterfs
- rbd
- portworxVolume
You can only expand a PVC if its storage class's allowVolumeExpansion
field is set to true.
apiVersion: storage.k8s.io/v1
kind: StorageClass
metadata:
name: gluster-vol-default
provisioner: kubernetes.io/glusterfs
parameters:
resturl: "http://192.168.10.100:8080"
restuser: ""
secretNamespace: ""
secretName: ""
allowVolumeExpansion: true
To request a larger volume for a PVC, edit the PVC object and specify a larger size. This triggers expansion of the volume that backs the underlying PersistentVolume. A new PersistentVolume is never created to satisfy the claim. Instead, an existing volume is resized.
CSI Volume expansion
Kubernetes v1.16 [beta]
Support for expanding CSI volumes is enabled by default but it also requires a specific CSI driver to support volume expansion. Refer to documentation of the specific CSI driver for more information.
Resizing a volume containing a file system
You can only resize volumes containing a file system if the file system is XFS, Ext3, or Ext4.
When a volume contains a file system, the file system is only resized when a new Pod is using
the PersistentVolumeClaim in ReadWrite
mode. File system expansion is either done when a Pod is starting up
or when a Pod is running and the underlying file system supports online expansion.
FlexVolumes (deprecated since Kubernetes v1.23) allow resize if the driver is configured with the
RequiresFSResize
capability to true
. The FlexVolume can be resized on Pod restart.
Resizing an in-use PersistentVolumeClaim
Kubernetes v1.15 [beta]
ExpandInUsePersistentVolumes
feature must be enabled, which is the case automatically for many clusters for beta features. Refer to the feature gate documentation for more information.
In this case, you don't need to delete and recreate a Pod or deployment that is using an existing PVC. Any in-use PVC automatically becomes available to its Pod as soon as its file system has been expanded. This feature has no effect on PVCs that are not in use by a Pod or deployment. You must create a Pod that uses the PVC before the expansion can complete.
Similar to other volume types - FlexVolume volumes can also be expanded when in-use by a Pod.
Recovering from Failure when Expanding Volumes
If a user specifies a new size that is too big to be satisfied by underlying storage system, expansion of PVC will be continuously retried until user or cluster administrator takes some action. This can be undesirable and hence Kubernetes provides following methods of recovering from such failures.
If expanding underlying storage fails, the cluster administrator can manually recover the Persistent Volume Claim (PVC) state and cancel the resize requests. Otherwise, the resize requests are continuously retried by the controller without administrator intervention.
- Mark the PersistentVolume(PV) that is bound to the PersistentVolumeClaim(PVC) with
Retain
reclaim policy. - Delete the PVC. Since PV has
Retain
reclaim policy - we will not lose any data when we recreate the PVC. - Delete the
claimRef
entry from PV specs, so as new PVC can bind to it. This should make the PVAvailable
. - Re-create the PVC with smaller size than PV and set
volumeName
field of the PVC to the name of the PV. This should bind new PVC to existing PV. - Don't forget to restore the reclaim policy of the PV.
Kubernetes v1.23 [alpha]
RecoverVolumeExpansionFailure
feature must be enabled for this feature to work. Refer to the feature gate documentation for more information.
If the feature gates ExpandPersistentVolumes
and RecoverVolumeExpansionFailure
are both
enabled in your cluster, and expansion has failed for a PVC, you can retry expansion with a
smaller size than the previously requested value. To request a new expansion attempt with a
smaller proposed size, edit .spec.resources
for that PVC and choose a value that is less than the
value you previously tried.
This is useful if expansion to a higher value did not succeed because of capacity constraint.
If that has happened, or you suspect that it might have, you can retry expansion by specifying a
size that is within the capacity limits of underlying storage provider. You can monitor status of resize operation by watching .status.resizeStatus
and events on the PVC.
Note that,
although you can a specify a lower amount of storage than what was requested previously,
the new value must still be higher than .status.capacity
.
Kubernetes does not support shrinking a PVC to less than its current size.
Types of Persistent Volumes
PersistentVolume types are implemented as plugins. Kubernetes currently supports the following plugins:
awsElasticBlockStore
- AWS Elastic Block Store (EBS)azureDisk
- Azure DiskazureFile
- Azure Filecephfs
- CephFS volumecsi
- Container Storage Interface (CSI)fc
- Fibre Channel (FC) storagegcePersistentDisk
- GCE Persistent Diskglusterfs
- Glusterfs volumehostPath
- HostPath volume (for single node testing only; WILL NOT WORK in a multi-node cluster; consider usinglocal
volume instead)iscsi
- iSCSI (SCSI over IP) storagelocal
- local storage devices mounted on nodes.nfs
- Network File System (NFS) storageportworxVolume
- Portworx volumerbd
- Rados Block Device (RBD) volumevsphereVolume
- vSphere VMDK volume
The following types of PersistentVolume are deprecated. This means that support is still available but will be removed in a future Kubernetes release.
cinder
- Cinder (OpenStack block storage) (deprecated in v1.18)flexVolume
- FlexVolume (deprecated in v1.23)flocker
- Flocker storage (deprecated in v1.22)quobyte
- Quobyte volume (deprecated in v1.22)storageos
- StorageOS volume (deprecated in v1.22)
Older versions of Kubernetes also supported the following in-tree PersistentVolume types:
photonPersistentDisk
- Photon controller persistent disk. (not available after v1.15)scaleIO
- ScaleIO volume (not available after v1.21)
Persistent Volumes
Each PV contains a spec and status, which is the specification and status of the volume. The name of a PersistentVolume object must be a valid DNS subdomain name.
apiVersion: v1
kind: PersistentVolume
metadata:
name: pv0003
spec:
capacity:
storage: 5Gi
volumeMode: Filesystem
accessModes:
- ReadWriteOnce
persistentVolumeReclaimPolicy: Recycle
storageClassName: slow
mountOptions:
- hard
- nfsvers=4.1
nfs:
path: /tmp
server: 172.17.0.2
Capacity
Generally, a PV will have a specific storage capacity. This is set using the PV's capacity
attribute. See the Kubernetes Resource Model to understand the units expected by capacity
.
Currently, storage size is the only resource that can be set or requested. Future attributes may include IOPS, throughput, etc.
Volume Mode
Kubernetes v1.18 [stable]
Kubernetes supports two volumeModes
of PersistentVolumes: Filesystem
and Block
.
volumeMode
is an optional API parameter.
Filesystem
is the default mode used when volumeMode
parameter is omitted.
A volume with volumeMode: Filesystem
is mounted into Pods into a directory. If the volume
is backed by a block device and the device is empty, Kubernetes creates a filesystem
on the device before mounting it for the first time.
You can set the value of volumeMode
to Block
to use a volume as a raw block device.
Such volume is presented into a Pod as a block device, without any filesystem on it.
This mode is useful to provide a Pod the fastest possible way to access a volume, without
any filesystem layer between the Pod and the volume. On the other hand, the application
running in the Pod must know how to handle a raw block device.
See Raw Block Volume Support
for an example on how to use a volume with volumeMode: Block
in a Pod.
Access Modes
A PersistentVolume can be mounted on a host in any way supported by the resource provider. As shown in the table below, providers will have different capabilities and each PV's access modes are set to the specific modes supported by that particular volume. For example, NFS can support multiple read/write clients, but a specific NFS PV might be exported on the server as read-only. Each PV gets its own set of access modes describing that specific PV's capabilities.
The access modes are:
ReadWriteOnce
- the volume can be mounted as read-write by a single node. ReadWriteOnce access mode still can allow multiple pods to access the volume when the pods are running on the same node.
ReadOnlyMany
- the volume can be mounted as read-only by many nodes.
ReadWriteMany
- the volume can be mounted as read-write by many nodes.
ReadWriteOncePod
- the volume can be mounted as read-write by a single Pod. Use ReadWriteOncePod access mode if you want to ensure that only one pod across whole cluster can read that PVC or write to it. This is only supported for CSI volumes and Kubernetes version 1.22+.
The blog article Introducing Single Pod Access Mode for PersistentVolumes covers this in more detail.
In the CLI, the access modes are abbreviated to:
- RWO - ReadWriteOnce
- ROX - ReadOnlyMany
- RWX - ReadWriteMany
- RWOP - ReadWriteOncePod
Important! A volume can only be mounted using one access mode at a time, even if it supports many. For example, a GCEPersistentDisk can be mounted as ReadWriteOnce by a single node or ReadOnlyMany by many nodes, but not at the same time.
Volume Plugin | ReadWriteOnce | ReadOnlyMany | ReadWriteMany | ReadWriteOncePod |
---|---|---|---|---|
AWSElasticBlockStore | ✓ | - | - | - |
AzureFile | ✓ | ✓ | ✓ | - |
AzureDisk | ✓ | - | - | - |
CephFS | ✓ | ✓ | ✓ | - |
Cinder | ✓ | - | - | - |
CSI | depends on the driver | depends on the driver | depends on the driver | depends on the driver |
FC | ✓ | ✓ | - | - |
FlexVolume | ✓ | ✓ | depends on the driver | - |
Flocker | ✓ | - | - | - |
GCEPersistentDisk | ✓ | ✓ | - | - |
Glusterfs | ✓ | ✓ | ✓ | - |
HostPath | ✓ | - | - | - |
iSCSI | ✓ | ✓ | - | - |
Quobyte | ✓ | ✓ | ✓ | - |
NFS | ✓ | ✓ | ✓ | - |
RBD | ✓ | ✓ | - | - |
VsphereVolume | ✓ | - | - (works when Pods are collocated) | - |
PortworxVolume | ✓ | - | ✓ | - |
StorageOS | ✓ | - | - | - |
Class
A PV can have a class, which is specified by setting the
storageClassName
attribute to the name of a
StorageClass.
A PV of a particular class can only be bound to PVCs requesting
that class. A PV with no storageClassName
has no class and can only be bound
to PVCs that request no particular class.
In the past, the annotation volume.beta.kubernetes.io/storage-class
was used instead
of the storageClassName
attribute. This annotation is still working; however,
it will become fully deprecated in a future Kubernetes release.
Reclaim Policy
Current reclaim policies are:
- Retain -- manual reclamation
- Recycle -- basic scrub (
rm -rf /thevolume/*
) - Delete -- associated storage asset such as AWS EBS, GCE PD, Azure Disk, or OpenStack Cinder volume is deleted
Currently, only NFS and HostPath support recycling. AWS EBS, GCE PD, Azure Disk, and Cinder volumes support deletion.
Mount Options
A Kubernetes administrator can specify additional mount options for when a Persistent Volume is mounted on a node.
The following volume types support mount options:
- AWSElasticBlockStore
- AzureDisk
- AzureFile
- CephFS
- Cinder (OpenStack block storage)
- GCEPersistentDisk
- Glusterfs
- NFS
- Quobyte Volumes
- RBD (Ceph Block Device)
- StorageOS
- VsphereVolume
- iSCSI
Mount options are not validated. If a mount option is invalid, the mount fails.
In the past, the annotation volume.beta.kubernetes.io/mount-options
was used instead
of the mountOptions
attribute. This annotation is still working; however,
it will become fully deprecated in a future Kubernetes release.
Node Affinity
A PV can specify node affinity to define constraints that limit what nodes this volume can be accessed from. Pods that use a PV will only be scheduled to nodes that are selected by the node affinity. To specify node affinity, set nodeAffinity
in the .spec
of a PV. The PersistentVolume API reference has more details on this field.
Phase
A volume will be in one of the following phases:
- Available -- a free resource that is not yet bound to a claim
- Bound -- the volume is bound to a claim
- Released -- the claim has been deleted, but the resource is not yet reclaimed by the cluster
- Failed -- the volume has failed its automatic reclamation
The CLI will show the name of the PVC bound to the PV.
PersistentVolumeClaims
Each PVC contains a spec and status, which is the specification and status of the claim. The name of a PersistentVolumeClaim object must be a valid DNS subdomain name.
apiVersion: v1
kind: PersistentVolumeClaim
metadata:
name: myclaim
spec:
accessModes:
- ReadWriteOnce
volumeMode: Filesystem
resources:
requests:
storage: 8Gi
storageClassName: slow
selector:
matchLabels:
release: "stable"
matchExpressions:
- {key: environment, operator: In, values: [dev]}
Access Modes
Claims use the same conventions as volumes when requesting storage with specific access modes.
Volume Modes
Claims use the same convention as volumes to indicate the consumption of the volume as either a filesystem or block device.
Resources
Claims, like Pods, can request specific quantities of a resource. In this case, the request is for storage. The same resource model applies to both volumes and claims.
Selector
Claims can specify a label selector to further filter the set of volumes. Only the volumes whose labels match the selector can be bound to the claim. The selector can consist of two fields:
matchLabels
- the volume must have a label with this valuematchExpressions
- a list of requirements made by specifying key, list of values, and operator that relates the key and values. Valid operators include In, NotIn, Exists, and DoesNotExist.
All of the requirements, from both matchLabels
and matchExpressions
, are ANDed together – they must all be satisfied in order to match.
Class
A claim can request a particular class by specifying the name of a
StorageClass
using the attribute storageClassName
.
Only PVs of the requested class, ones with the same storageClassName
as the PVC, can
be bound to the PVC.
PVCs don't necessarily have to request a class. A PVC with its storageClassName
set
equal to ""
is always interpreted to be requesting a PV with no class, so it
can only be bound to PVs with no class (no annotation or one set equal to
""
). A PVC with no storageClassName
is not quite the same and is treated differently
by the cluster, depending on whether the
DefaultStorageClass
admission plugin
is turned on.
- If the admission plugin is turned on, the administrator may specify a
default StorageClass. All PVCs that have no
storageClassName
can be bound only to PVs of that default. Specifying a default StorageClass is done by setting the annotationstorageclass.kubernetes.io/is-default-class
equal totrue
in a StorageClass object. If the administrator does not specify a default, the cluster responds to PVC creation as if the admission plugin were turned off. If more than one default is specified, the admission plugin forbids the creation of all PVCs. - If the admission plugin is turned off, there is no notion of a default
StorageClass. All PVCs that have no
storageClassName
can be bound only to PVs that have no class. In this case, the PVCs that have nostorageClassName
are treated the same way as PVCs that have theirstorageClassName
set to""
.
Depending on installation method, a default StorageClass may be deployed to a Kubernetes cluster by addon manager during installation.
When a PVC specifies a selector
in addition to requesting a StorageClass,
the requirements are ANDed together: only a PV of the requested class and with
the requested labels may be bound to the PVC.
selector
can't have a PV dynamically provisioned for it.
In the past, the annotation volume.beta.kubernetes.io/storage-class
was used instead
of storageClassName
attribute. This annotation is still working; however,
it won't be supported in a future Kubernetes release.
Claims As Volumes
Pods access storage by using the claim as a volume. Claims must exist in the same namespace as the Pod using the claim. The cluster finds the claim in the Pod's namespace and uses it to get the PersistentVolume backing the claim. The volume is then mounted to the host and into the Pod.
apiVersion: v1
kind: Pod
metadata:
name: mypod
spec:
containers:
- name: myfrontend
image: nginx
volumeMounts:
- mountPath: "/var/www/html"
name: mypd
volumes:
- name: mypd
persistentVolumeClaim:
claimName: myclaim
A Note on Namespaces
PersistentVolumes binds are exclusive, and since PersistentVolumeClaims are namespaced objects, mounting claims with "Many" modes (ROX
, RWX
) is only possible within one namespace.
PersistentVolumes typed hostPath
A hostPath
PersistentVolume uses a file or directory on the Node to emulate network-attached storage.
See an example of hostPath
typed volume.
Raw Block Volume Support
Kubernetes v1.18 [stable]
The following volume plugins support raw block volumes, including dynamic provisioning where applicable:
- AWSElasticBlockStore
- AzureDisk
- CSI
- FC (Fibre Channel)
- GCEPersistentDisk
- iSCSI
- Local volume
- OpenStack Cinder
- RBD (Ceph Block Device)
- VsphereVolume
PersistentVolume using a Raw Block Volume
apiVersion: v1
kind: PersistentVolume
metadata:
name: block-pv
spec:
capacity:
storage: 10Gi
accessModes:
- ReadWriteOnce
volumeMode: Block
persistentVolumeReclaimPolicy: Retain
fc:
targetWWNs: ["50060e801049cfd1"]
lun: 0
readOnly: false
PersistentVolumeClaim requesting a Raw Block Volume
apiVersion: v1
kind: PersistentVolumeClaim
metadata:
name: block-pvc
spec:
accessModes:
- ReadWriteOnce
volumeMode: Block
resources:
requests:
storage: 10Gi
Pod specification adding Raw Block Device path in container
apiVersion: v1
kind: Pod
metadata:
name: pod-with-block-volume
spec:
containers:
- name: fc-container
image: fedora:26
command: ["/bin/sh", "-c"]
args: [ "tail -f /dev/null" ]
volumeDevices:
- name: data
devicePath: /dev/xvda
volumes:
- name: data
persistentVolumeClaim:
claimName: block-pvc
Binding Block Volumes
If a user requests a raw block volume by indicating this using the volumeMode
field in the PersistentVolumeClaim spec, the binding rules differ slightly from previous releases that didn't consider this mode as part of the spec.
Listed is a table of possible combinations the user and admin might specify for requesting a raw block device. The table indicates if the volume will be bound or not given the combinations:
Volume binding matrix for statically provisioned volumes:
PV volumeMode | PVC volumeMode | Result |
---|---|---|
unspecified | unspecified | BIND |
unspecified | Block | NO BIND |
unspecified | Filesystem | BIND |
Block | unspecified | NO BIND |
Block | Block | BIND |
Block | Filesystem | NO BIND |
Filesystem | Filesystem | BIND |
Filesystem | Block | NO BIND |
Filesystem | unspecified | BIND |
Volume Snapshot and Restore Volume from Snapshot Support
Kubernetes v1.20 [stable]
Volume snapshots only support the out-of-tree CSI volume plugins. For details, see Volume Snapshots. In-tree volume plugins are deprecated. You can read about the deprecated volume plugins in the Volume Plugin FAQ.
Create a PersistentVolumeClaim from a Volume Snapshot
apiVersion: v1
kind: PersistentVolumeClaim
metadata:
name: restore-pvc
spec:
storageClassName: csi-hostpath-sc
dataSource:
name: new-snapshot-test
kind: VolumeSnapshot
apiGroup: snapshot.storage.k8s.io
accessModes:
- ReadWriteOnce
resources:
requests:
storage: 10Gi
Volume Cloning
Volume Cloning only available for CSI volume plugins.
Create PersistentVolumeClaim from an existing PVC
apiVersion: v1
kind: PersistentVolumeClaim
metadata:
name: cloned-pvc
spec:
storageClassName: my-csi-plugin
dataSource:
name: existing-src-pvc-name
kind: PersistentVolumeClaim
accessModes:
- ReadWriteOnce
resources:
requests:
storage: 10Gi
Volume populators and data sources
Kubernetes v1.22 [alpha]
Kubernetes supports custom volume populators; this alpha feature was introduced
in Kubernetes 1.18. Kubernetes 1.22 reimplemented the mechanism with a redesigned API.
Check that you are reading the version of the Kubernetes documentation that matches your
cluster.
To check the version, enter kubectl version
.
To use custom volume populators, you must enable the AnyVolumeDataSource
feature gate for
the kube-apiserver and kube-controller-manager.
Volume populators take advantage of a PVC spec field called dataSourceRef
. Unlike the
dataSource
field, which can only contain either a reference to another PersistentVolumeClaim
or to a VolumeSnapshot, the dataSourceRef
field can contain a reference to any object in the
same namespace, except for core objects other than PVCs. For clusters that have the feature
gate enabled, use of the dataSourceRef
is preferred over dataSource
.
Data source references
The dataSourceRef
field behaves almost the same as the dataSource
field. If either one is
specified while the other is not, the API server will give both fields the same value. Neither
field can be changed after creation, and attempting to specify different values for the two
fields will result in a validation error. Therefore the two fields will always have the same
contents.
There are two differences between the dataSourceRef
field and the dataSource
field that
users should be aware of:
- The
dataSource
field ignores invalid values (as if the field was blank) while thedataSourceRef
field never ignores values and will cause an error if an invalid value is used. Invalid values are any core object (objects with no apiGroup) except for PVCs. - The
dataSourceRef
field may contain different types of objects, while thedataSource
field only allows PVCs and VolumeSnapshots.
Users should always use dataSourceRef
on clusters that have the feature gate enabled, and
fall back to dataSource
on clusters that do not. It is not necessary to look at both fields
under any circumstance. The duplicated values with slightly different semantics exist only for
backwards compatibility. In particular, a mixture of older and newer controllers are able to
interoperate because the fields are the same.
Using volume populators
Volume populators are controllers that can
create non-empty volumes, where the contents of the volume are determined by a Custom Resource.
Users create a populated volume by referring to a Custom Resource using the dataSourceRef
field:
apiVersion: v1
kind: PersistentVolumeClaim
metadata:
name: populated-pvc
spec:
dataSourceRef:
name: example-name
kind: ExampleDataSource
apiGroup: example.storage.k8s.io
accessModes:
- ReadWriteOnce
resources:
requests:
storage: 10Gi
Because volume populators are external components, attempts to create a PVC that uses one can fail if not all the correct components are installed. External controllers should generate events on the PVC to provide feedback on the status of the creation, including warnings if the PVC cannot be created due to some missing component.
You can install the alpha volume data source validator controller into your cluster. That controller generates warning Events on a PVC in the case that no populator is registered to handle that kind of data source. When a suitable populator is installed for a PVC, it's the responsibility of that populator controller to report Events that relate to volume creation and issues during the process.
Writing Portable Configuration
If you're writing configuration templates or examples that run on a wide range of clusters and need persistent storage, it is recommended that you use the following pattern:
- Include PersistentVolumeClaim objects in your bundle of config (alongside Deployments, ConfigMaps, etc).
- Do not include PersistentVolume objects in the config, since the user instantiating the config may not have permission to create PersistentVolumes.
- Give the user the option of providing a storage class name when instantiating
the template.
- If the user provides a storage class name, put that value into the
persistentVolumeClaim.storageClassName
field. This will cause the PVC to match the right storage class if the cluster has StorageClasses enabled by the admin. - If the user does not provide a storage class name, leave the
persistentVolumeClaim.storageClassName
field as nil. This will cause a PV to be automatically provisioned for the user with the default StorageClass in the cluster. Many cluster environments have a default StorageClass installed, or administrators can create their own default StorageClass.
- If the user provides a storage class name, put that value into the
- In your tooling, watch for PVCs that are not getting bound after some time and surface this to the user, as this may indicate that the cluster has no dynamic storage support (in which case the user should create a matching PV) or the cluster has no storage system (in which case the user cannot deploy config requiring PVCs).
What's next
- Learn more about Creating a PersistentVolume.
- Learn more about Creating a PersistentVolumeClaim.
- Read the Persistent Storage design document.
API references
Read about the APIs described in this page:
3 - Projected Volumes
This document describes projected volumes in Kubernetes. Familiarity with volumes is suggested.
Introduction
A projected
volume maps several existing volume sources into the same directory.
Currently, the following types of volume sources can be projected:
secret
downwardAPI
configMap
serviceAccountToken
All sources are required to be in the same namespace as the Pod. For more details, see the all-in-one volume design document.
Example configuration with a secret, a downwardAPI, and a configMap
apiVersion: v1
kind: Pod
metadata:
name: volume-test
spec:
containers:
- name: container-test
image: busybox
volumeMounts:
- name: all-in-one
mountPath: "/projected-volume"
readOnly: true
volumes:
- name: all-in-one
projected:
sources:
- secret:
name: mysecret
items:
- key: username
path: my-group/my-username
- downwardAPI:
items:
- path: "labels"
fieldRef:
fieldPath: metadata.labels
- path: "cpu_limit"
resourceFieldRef:
containerName: container-test
resource: limits.cpu
- configMap:
name: myconfigmap
items:
- key: config
path: my-group/my-config
Example configuration: secrets with a non-default permission mode set
apiVersion: v1
kind: Pod
metadata:
name: volume-test
spec:
containers:
- name: container-test
image: busybox
volumeMounts:
- name: all-in-one
mountPath: "/projected-volume"
readOnly: true
volumes:
- name: all-in-one
projected:
sources:
- secret:
name: mysecret
items:
- key: username
path: my-group/my-username
- secret:
name: mysecret2
items:
- key: password
path: my-group/my-password
mode: 511
Each projected volume source is listed in the spec under sources
. The
parameters are nearly the same with two exceptions:
- For secrets, the
secretName
field has been changed toname
to be consistent with ConfigMap naming. - The
defaultMode
can only be specified at the projected level and not for each volume source. However, as illustrated above, you can explicitly set themode
for each individual projection.
When the TokenRequestProjection
feature is enabled, you can inject the token
for the current service account
into a Pod at a specified path. For example:
apiVersion: v1
kind: Pod
metadata:
name: sa-token-test
spec:
containers:
- name: container-test
image: busybox
volumeMounts:
- name: token-vol
mountPath: "/service-account"
readOnly: true
volumes:
- name: token-vol
projected:
sources:
- serviceAccountToken:
audience: api
expirationSeconds: 3600
path: token
The example Pod has a projected volume containing the injected service account
token. This token can be used by a Pod's containers to access the Kubernetes API
server. The audience
field contains the intended audience of the
token. A recipient of the token must identify itself with an identifier specified
in the audience of the token, and otherwise should reject the token. This field
is optional and it defaults to the identifier of the API server.
The expirationSeconds
is the expected duration of validity of the service account
token. It defaults to 1 hour and must be at least 10 minutes (600 seconds). An administrator
can also limit its maximum value by specifying the --service-account-max-token-expiration
option for the API server. The path
field specifies a relative path to the mount point
of the projected volume.
subPath
volume mount will not receive updates for those volume sources.
SecurityContext interactions
The proposal for file permission handling in projected service account volume enhancement introduced the projected files having the the correct owner permissions set.
Linux
In Linux pods that have a projected volume and RunAsUser
set in the Pod
SecurityContext
,
the projected files have the correct ownership set including container user
ownership.
Windows
In Windows pods that have a projected volume and RunAsUsername
set in the
Pod SecurityContext
, the ownership is not enforced due to the way user
accounts are managed in Windows. Windows stores and manages local user and group
accounts in a database file called Security Account Manager (SAM). Each
container maintains its own instance of the SAM database, to which the host has
no visibility into while the container is running. Windows containers are
designed to run the user mode portion of the OS in isolation from the host,
hence the maintenance of a virtual SAM database. As a result, the kubelet running
on the host does not have the ability to dynamically configure host file
ownership for virtualized container accounts. It is recommended that if files on
the host machine are to be shared with the container then they should be placed
into their own volume mount outside of C:\
.
By default, the projected files will have the following ownership as shown for an example projected volume file:
PS C:\> Get-Acl C:\var\run\secrets\kubernetes.io\serviceaccount\..2021_08_31_22_22_18.318230061\ca.crt | Format-List
Path : Microsoft.PowerShell.Core\FileSystem::C:\var\run\secrets\kubernetes.io\serviceaccount\..2021_08_31_22_22_18.318230061\ca.crt
Owner : BUILTIN\Administrators
Group : NT AUTHORITY\SYSTEM
Access : NT AUTHORITY\SYSTEM Allow FullControl
BUILTIN\Administrators Allow FullControl
BUILTIN\Users Allow ReadAndExecute, Synchronize
Audit :
Sddl : O:BAG:SYD:AI(A;ID;FA;;;SY)(A;ID;FA;;;BA)(A;ID;0x1200a9;;;BU)
This implies all administrator users like ContainerAdministrator
will have
read, write and execute access while, non-administrator users will have read and
execute access.
In general, granting the container access to the host is discouraged as it can open the door for potential security exploits.
Creating a Windows Pod with RunAsUser
in it's SecurityContext
will result in
the Pod being stuck at ContainerCreating
forever. So it is advised to not use
the Linux only RunAsUser
option with Windows Pods.
4 - Ephemeral Volumes
This document describes ephemeral volumes in Kubernetes. Familiarity with volumes is suggested, in particular PersistentVolumeClaim and PersistentVolume.
Some application need additional storage but don't care whether that data is stored persistently across restarts. For example, caching services are often limited by memory size and can move infrequently used data into storage that is slower than memory with little impact on overall performance.
Other applications expect some read-only input data to be present in files, like configuration data or secret keys.
Ephemeral volumes are designed for these use cases. Because volumes follow the Pod's lifetime and get created and deleted along with the Pod, Pods can be stopped and restarted without being limited to where some persistent volume is available.
Ephemeral volumes are specified inline in the Pod spec, which simplifies application deployment and management.
Types of ephemeral volumes
Kubernetes supports several different kinds of ephemeral volumes for different purposes:
- emptyDir: empty at Pod startup, with storage coming locally from the kubelet base directory (usually the root disk) or RAM
- configMap, downwardAPI, secret: inject different kinds of Kubernetes data into a Pod
- CSI ephemeral volumes: similar to the previous volume kinds, but provided by special CSI drivers which specifically support this feature
- generic ephemeral volumes, which can be provided by all storage drivers that also support persistent volumes
emptyDir
, configMap
, downwardAPI
, secret
are provided as
local ephemeral
storage.
They are managed by kubelet on each node.
CSI ephemeral volumes must be provided by third-party CSI storage drivers.
Generic ephemeral volumes can be provided by third-party CSI storage drivers, but also by any other storage driver that supports dynamic provisioning. Some CSI drivers are written specifically for CSI ephemeral volumes and do not support dynamic provisioning: those then cannot be used for generic ephemeral volumes.
The advantage of using third-party drivers is that they can offer functionality that Kubernetes itself does not support, for example storage with different performance characteristics than the disk that is managed by kubelet, or injecting different data.
CSI ephemeral volumes
Kubernetes v1.16 [beta]
This feature requires the CSIInlineVolume
feature gate to be enabled. It
is enabled by default starting with Kubernetes 1.16.
Conceptually, CSI ephemeral volumes are similar to configMap
,
downwardAPI
and secret
volume types: the storage is managed locally on each
node and is created together with other local resources after a Pod has been
scheduled onto a node. Kubernetes has no concept of rescheduling Pods
anymore at this stage. Volume creation has to be unlikely to fail,
otherwise Pod startup gets stuck. In particular, storage capacity
aware Pod scheduling is not
supported for these volumes. They are currently also not covered by
the storage resource usage limits of a Pod, because that is something
that kubelet can only enforce for storage that it manages itself.
Here's an example manifest for a Pod that uses CSI ephemeral storage:
kind: Pod
apiVersion: v1
metadata:
name: my-csi-app
spec:
containers:
- name: my-frontend
image: busybox
volumeMounts:
- mountPath: "/data"
name: my-csi-inline-vol
command: [ "sleep", "1000000" ]
volumes:
- name: my-csi-inline-vol
csi:
driver: inline.storage.kubernetes.io
volumeAttributes:
foo: bar
The volumeAttributes
determine what volume is prepared by the
driver. These attributes are specific to each driver and not
standardized. See the documentation of each CSI driver for further
instructions.
As a cluster administrator, you can use a PodSecurityPolicy to control which CSI drivers can be used in a Pod, specified with the
allowedCSIDrivers
field.
Generic ephemeral volumes
Kubernetes v1.23 [stable]
Generic ephemeral volumes are similar to emptyDir
volumes in the
sense that they provide a per-pod directory for scratch data that is
usually empty after provisioning. But they may also have additional
features:
- Storage can be local or network-attached.
- Volumes can have a fixed size that Pods are not able to exceed.
- Volumes may have some initial data, depending on the driver and parameters.
- Typical operations on volumes are supported assuming that the driver supports them, including snapshotting, cloning, resizing, and storage capacity tracking.
Example:
kind: Pod
apiVersion: v1
metadata:
name: my-app
spec:
containers:
- name: my-frontend
image: busybox
volumeMounts:
- mountPath: "/scratch"
name: scratch-volume
command: [ "sleep", "1000000" ]
volumes:
- name: scratch-volume
ephemeral:
volumeClaimTemplate:
metadata:
labels:
type: my-frontend-volume
spec:
accessModes: [ "ReadWriteOnce" ]
storageClassName: "scratch-storage-class"
resources:
requests:
storage: 1Gi
Lifecycle and PersistentVolumeClaim
The key design idea is that the parameters for a volume claim are allowed inside a volume source of the Pod. Labels, annotations and the whole set of fields for a PersistentVolumeClaim are supported. When such a Pod gets created, the ephemeral volume controller then creates an actual PersistentVolumeClaim object in the same namespace as the Pod and ensures that the PersistentVolumeClaim gets deleted when the Pod gets deleted.
That triggers volume binding and/or provisioning, either immediately if
the StorageClass uses immediate volume binding or when the Pod is
tentatively scheduled onto a node (WaitForFirstConsumer
volume
binding mode). The latter is recommended for generic ephemeral volumes
because then the scheduler is free to choose a suitable node for
the Pod. With immediate binding, the scheduler is forced to select a node that has
access to the volume once it is available.
In terms of resource ownership,
a Pod that has generic ephemeral storage is the owner of the PersistentVolumeClaim(s)
that provide that ephemeral storage. When the Pod is deleted,
the Kubernetes garbage collector deletes the PVC, which then usually
triggers deletion of the volume because the default reclaim policy of
storage classes is to delete volumes. You can create quasi-ephemeral local storage
using a StorageClass with a reclaim policy of retain
: the storage outlives the Pod,
and in this case you need to ensure that volume clean up happens separately.
While these PVCs exist, they can be used like any other PVC. In particular, they can be referenced as data source in volume cloning or snapshotting. The PVC object also holds the current status of the volume.
PersistentVolumeClaim naming
Naming of the automatically created PVCs is deterministic: the name is
a combination of Pod name and volume name, with a hyphen (-
) in the
middle. In the example above, the PVC name will be
my-app-scratch-volume
. This deterministic naming makes it easier to
interact with the PVC because one does not have to search for it once
the Pod name and volume name are known.
The deterministic naming also introduces a potential conflict between different Pods (a Pod "pod-a" with volume "scratch" and another Pod with name "pod" and volume "a-scratch" both end up with the same PVC name "pod-a-scratch") and between Pods and manually created PVCs.
Such conflicts are detected: a PVC is only used for an ephemeral volume if it was created for the Pod. This check is based on the ownership relationship. An existing PVC is not overwritten or modified. But this does not resolve the conflict because without the right PVC, the Pod cannot start.
Security
Enabling the GenericEphemeralVolume feature allows users to create PVCs indirectly if they can create Pods, even if they do not have permission to create PVCs directly. Cluster administrators must be aware of this. If this does not fit their security model, they have two choices:
- Use a Pod Security
Policy where the
volumes
list does not contain theephemeral
volume type (deprecated in Kubernetes 1.21). - Use an admission webhook which rejects objects like Pods that have a generic ephemeral volume.
The normal namespace quota for PVCs still applies, so even if users are allowed to use this new mechanism, they cannot use it to circumvent other policies.
What's next
Ephemeral volumes managed by kubelet
CSI ephemeral volumes
- For more information on the design, see the Ephemeral Inline CSI volumes KEP.
- For more information on further development of this feature, see the enhancement tracking issue #596.
Generic ephemeral volumes
- For more information on the design, see the Generic ephemeral inline volumes KEP.
5 - Storage Classes
This document describes the concept of a StorageClass in Kubernetes. Familiarity with volumes and persistent volumes is suggested.
Introduction
A StorageClass provides a way for administrators to describe the "classes" of storage they offer. Different classes might map to quality-of-service levels, or to backup policies, or to arbitrary policies determined by the cluster administrators. Kubernetes itself is unopinionated about what classes represent. This concept is sometimes called "profiles" in other storage systems.
The StorageClass Resource
Each StorageClass contains the fields provisioner
, parameters
, and
reclaimPolicy
, which are used when a PersistentVolume belonging to the
class needs to be dynamically provisioned.
The name of a StorageClass object is significant, and is how users can request a particular class. Administrators set the name and other parameters of a class when first creating StorageClass objects, and the objects cannot be updated once they are created.
Administrators can specify a default StorageClass only for PVCs that don't request any particular class to bind to: see the PersistentVolumeClaim section for details.
apiVersion: storage.k8s.io/v1
kind: StorageClass
metadata:
name: standard
provisioner: kubernetes.io/aws-ebs
parameters:
type: gp2
reclaimPolicy: Retain
allowVolumeExpansion: true
mountOptions:
- debug
volumeBindingMode: Immediate
Provisioner
Each StorageClass has a provisioner that determines what volume plugin is used for provisioning PVs. This field must be specified.
Volume Plugin | Internal Provisioner | Config Example |
---|---|---|
AWSElasticBlockStore | ✓ | AWS EBS |
AzureFile | ✓ | Azure File |
AzureDisk | ✓ | Azure Disk |
CephFS | - | - |
Cinder | ✓ | OpenStack Cinder |
FC | - | - |
FlexVolume | - | - |
Flocker | ✓ | - |
GCEPersistentDisk | ✓ | GCE PD |
Glusterfs | ✓ | Glusterfs |
iSCSI | - | - |
Quobyte | ✓ | Quobyte |
NFS | - | NFS |
RBD | ✓ | Ceph RBD |
VsphereVolume | ✓ | vSphere |
PortworxVolume | ✓ | Portworx Volume |
ScaleIO | ✓ | ScaleIO |
StorageOS | ✓ | StorageOS |
Local | - | Local |
You are not restricted to specifying the "internal" provisioners listed here (whose names are prefixed with "kubernetes.io" and shipped alongside Kubernetes). You can also run and specify external provisioners, which are independent programs that follow a specification defined by Kubernetes. Authors of external provisioners have full discretion over where their code lives, how the provisioner is shipped, how it needs to be run, what volume plugin it uses (including Flex), etc. The repository kubernetes-sigs/sig-storage-lib-external-provisioner houses a library for writing external provisioners that implements the bulk of the specification. Some external provisioners are listed under the repository kubernetes-sigs/sig-storage-lib-external-provisioner.
For example, NFS doesn't provide an internal provisioner, but an external provisioner can be used. There are also cases when 3rd party storage vendors provide their own external provisioner.
Reclaim Policy
PersistentVolumes that are dynamically created by a StorageClass will have the
reclaim policy specified in the reclaimPolicy
field of the class, which can be
either Delete
or Retain
. If no reclaimPolicy
is specified when a
StorageClass object is created, it will default to Delete
.
PersistentVolumes that are created manually and managed via a StorageClass will have whatever reclaim policy they were assigned at creation.
Allow Volume Expansion
Kubernetes v1.11 [beta]
PersistentVolumes can be configured to be expandable. This feature when set to true
,
allows the users to resize the volume by editing the corresponding PVC object.
The following types of volumes support volume expansion, when the underlying
StorageClass has the field allowVolumeExpansion
set to true.
Volume type | Required Kubernetes version |
---|---|
gcePersistentDisk | 1.11 |
awsElasticBlockStore | 1.11 |
Cinder | 1.11 |
glusterfs | 1.11 |
rbd | 1.11 |
Azure File | 1.11 |
Azure Disk | 1.11 |
Portworx | 1.11 |
FlexVolume | 1.13 |
CSI | 1.14 (alpha), 1.16 (beta) |
Mount Options
PersistentVolumes that are dynamically created by a StorageClass will have the
mount options specified in the mountOptions
field of the class.
If the volume plugin does not support mount options but mount options are specified, provisioning will fail. Mount options are not validated on either the class or PV. If a mount option is invalid, the PV mount fails.
Volume Binding Mode
The volumeBindingMode
field controls when volume binding and dynamic
provisioning should occur. When unset, "Immediate" mode is used by default.
The Immediate
mode indicates that volume binding and dynamic
provisioning occurs once the PersistentVolumeClaim is created. For storage
backends that are topology-constrained and not globally accessible from all Nodes
in the cluster, PersistentVolumes will be bound or provisioned without knowledge of the Pod's scheduling
requirements. This may result in unschedulable Pods.
A cluster administrator can address this issue by specifying the WaitForFirstConsumer
mode which
will delay the binding and provisioning of a PersistentVolume until a Pod using the PersistentVolumeClaim is created.
PersistentVolumes will be selected or provisioned conforming to the topology that is
specified by the Pod's scheduling constraints. These include, but are not limited to, resource
requirements,
node selectors,
pod affinity and
anti-affinity,
and taints and tolerations.
The following plugins support WaitForFirstConsumer
with dynamic provisioning:
The following plugins support WaitForFirstConsumer
with pre-created PersistentVolume binding:
- All of the above
- Local
Kubernetes v1.17 [stable]
If you choose to use WaitForFirstConsumer
, do not use nodeName
in the Pod spec
to specify node affinity. If nodeName
is used in this case, the scheduler will be bypassed and PVC will remain in pending
state.
Instead, you can use node selector for hostname in this case as shown below.
apiVersion: v1
kind: Pod
metadata:
name: task-pv-pod
spec:
nodeSelector:
kubernetes.io/hostname: kube-01
volumes:
- name: task-pv-storage
persistentVolumeClaim:
claimName: task-pv-claim
containers:
- name: task-pv-container
image: nginx
ports:
- containerPort: 80
name: "http-server"
volumeMounts:
- mountPath: "/usr/share/nginx/html"
name: task-pv-storage
Allowed Topologies
When a cluster operator specifies the WaitForFirstConsumer
volume binding mode, it is no longer necessary
to restrict provisioning to specific topologies in most situations. However,
if still required, allowedTopologies
can be specified.
This example demonstrates how to restrict the topology of provisioned volumes to specific
zones and should be used as a replacement for the zone
and zones
parameters for the
supported plugins.
apiVersion: storage.k8s.io/v1
kind: StorageClass
metadata:
name: standard
provisioner: kubernetes.io/gce-pd
parameters:
type: pd-standard
volumeBindingMode: WaitForFirstConsumer
allowedTopologies:
- matchLabelExpressions:
- key: failure-domain.beta.kubernetes.io/zone
values:
- us-central1-a
- us-central1-b
Parameters
Storage Classes have parameters that describe volumes belonging to the storage
class. Different parameters may be accepted depending on the provisioner
. For
example, the value io1
, for the parameter type
, and the parameter
iopsPerGB
are specific to EBS. When a parameter is omitted, some default is
used.
There can be at most 512 parameters defined for a StorageClass. The total length of the parameters object including its keys and values cannot exceed 256 KiB.
AWS EBS
apiVersion: storage.k8s.io/v1
kind: StorageClass
metadata:
name: slow
provisioner: kubernetes.io/aws-ebs
parameters:
type: io1
iopsPerGB: "10"
fsType: ext4
type
:io1
,gp2
,sc1
,st1
. See AWS docs for details. Default:gp2
.zone
(Deprecated): AWS zone. If neitherzone
norzones
is specified, volumes are generally round-robin-ed across all active zones where Kubernetes cluster has a node.zone
andzones
parameters must not be used at the same time.zones
(Deprecated): A comma separated list of AWS zone(s). If neitherzone
norzones
is specified, volumes are generally round-robin-ed across all active zones where Kubernetes cluster has a node.zone
andzones
parameters must not be used at the same time.iopsPerGB
: only forio1
volumes. I/O operations per second per GiB. AWS volume plugin multiplies this with size of requested volume to compute IOPS of the volume and caps it at 20 000 IOPS (maximum supported by AWS, see AWS docs. A string is expected here, i.e."10"
, not10
.fsType
: fsType that is supported by kubernetes. Default:"ext4"
.encrypted
: denotes whether the EBS volume should be encrypted or not. Valid values are"true"
or"false"
. A string is expected here, i.e."true"
, nottrue
.kmsKeyId
: optional. The full Amazon Resource Name of the key to use when encrypting the volume. If none is supplied butencrypted
is true, a key is generated by AWS. See AWS docs for valid ARN value.
GCE PD
apiVersion: storage.k8s.io/v1
kind: StorageClass
metadata:
name: slow
provisioner: kubernetes.io/gce-pd
parameters:
type: pd-standard
fstype: ext4
replication-type: none
-
type
:pd-standard
orpd-ssd
. Default:pd-standard
-
zone
(Deprecated): GCE zone. If neitherzone
norzones
is specified, volumes are generally round-robin-ed across all active zones where Kubernetes cluster has a node.zone
andzones
parameters must not be used at the same time. -
zones
(Deprecated): A comma separated list of GCE zone(s). If neitherzone
norzones
is specified, volumes are generally round-robin-ed across all active zones where Kubernetes cluster has a node.zone
andzones
parameters must not be used at the same time. -
fstype
:ext4
orxfs
. Default:ext4
. The defined filesystem type must be supported by the host operating system. -
replication-type
:none
orregional-pd
. Default:none
.
If replication-type
is set to none
, a regular (zonal) PD will be provisioned.
If replication-type
is set to regional-pd
, a
Regional Persistent Disk
will be provisioned. It's highly recommended to have
volumeBindingMode: WaitForFirstConsumer
set, in which case when you create
a Pod that consumes a PersistentVolumeClaim which uses this StorageClass, a
Regional Persistent Disk is provisioned with two zones. One zone is the same
as the zone that the Pod is scheduled in. The other zone is randomly picked
from the zones available to the cluster. Disk zones can be further constrained
using allowedTopologies
.
Glusterfs
apiVersion: storage.k8s.io/v1
kind: StorageClass
metadata:
name: slow
provisioner: kubernetes.io/glusterfs
parameters:
resturl: "http://127.0.0.1:8081"
clusterid: "630372ccdc720a92c681fb928f27b53f"
restauthenabled: "true"
restuser: "admin"
secretNamespace: "default"
secretName: "heketi-secret"
gidMin: "40000"
gidMax: "50000"
volumetype: "replicate:3"
-
resturl
: Gluster REST service/Heketi service url which provision gluster volumes on demand. The general format should beIPaddress:Port
and this is a mandatory parameter for GlusterFS dynamic provisioner. If Heketi service is exposed as a routable service in openshift/kubernetes setup, this can have a format similar tohttp://heketi-storage-project.cloudapps.mystorage.com
where the fqdn is a resolvable Heketi service url. -
restauthenabled
: Gluster REST service authentication boolean that enables authentication to the REST server. If this value is"true"
,restuser
andrestuserkey
orsecretNamespace
+secretName
have to be filled. This option is deprecated, authentication is enabled when any ofrestuser
,restuserkey
,secretName
orsecretNamespace
is specified. -
restuser
: Gluster REST service/Heketi user who has access to create volumes in the Gluster Trusted Pool. -
restuserkey
: Gluster REST service/Heketi user's password which will be used for authentication to the REST server. This parameter is deprecated in favor ofsecretNamespace
+secretName
. -
secretNamespace
,secretName
: Identification of Secret instance that contains user password to use when talking to Gluster REST service. These parameters are optional, empty password will be used when bothsecretNamespace
andsecretName
are omitted. The provided secret must have type"kubernetes.io/glusterfs"
, for example created in this way:kubectl create secret generic heketi-secret \ --type="kubernetes.io/glusterfs" --from-literal=key='opensesame' \ --namespace=default
Example of a secret can be found in glusterfs-provisioning-secret.yaml.
-
clusterid
:630372ccdc720a92c681fb928f27b53f
is the ID of the cluster which will be used by Heketi when provisioning the volume. It can also be a list of clusterids, for example:"8452344e2becec931ece4e33c4674e4e,42982310de6c63381718ccfa6d8cf397"
. This is an optional parameter. -
gidMin
,gidMax
: The minimum and maximum value of GID range for the StorageClass. A unique value (GID) in this range ( gidMin-gidMax ) will be used for dynamically provisioned volumes. These are optional values. If not specified, the volume will be provisioned with a value between 2000-2147483647 which are defaults for gidMin and gidMax respectively. -
volumetype
: The volume type and its parameters can be configured with this optional value. If the volume type is not mentioned, it's up to the provisioner to decide the volume type.For example:
- Replica volume:
volumetype: replicate:3
where '3' is replica count. - Disperse/EC volume:
volumetype: disperse:4:2
where '4' is data and '2' is the redundancy count. - Distribute volume:
volumetype: none
For available volume types and administration options, refer to the Administration Guide.
For further reference information, see How to configure Heketi.
When persistent volumes are dynamically provisioned, the Gluster plugin automatically creates an endpoint and a headless service in the name
gluster-dynamic-<claimname>
. The dynamic endpoint and service are automatically deleted when the persistent volume claim is deleted. - Replica volume:
NFS
apiVersion: storage.k8s.io/v1
kind: StorageClass
metadata:
name: example-nfs
provisioner: example.com/external-nfs
parameters:
server: nfs-server.example.com
path: /share
readOnly: false
server
: Server is the hostname or IP address of the NFS server.path
: Path that is exported by the NFS server.readOnly
: A flag indicating whether the storage will be mounted as read only (default false).
Kubernetes doesn't include an internal NFS provisioner. You need to use an external provisioner to create a StorageClass for NFS. Here are some examples:
OpenStack Cinder
apiVersion: storage.k8s.io/v1
kind: StorageClass
metadata:
name: gold
provisioner: kubernetes.io/cinder
parameters:
availability: nova
availability
: Availability Zone. If not specified, volumes are generally round-robin-ed across all active zones where Kubernetes cluster has a node.
Kubernetes v1.11 [deprecated]
This internal provisioner of OpenStack is deprecated. Please use the external cloud provider for OpenStack.
vSphere
There are two types of provisioners for vSphere storage classes:
- CSI provisioner:
csi.vsphere.vmware.com
- vCP provisioner:
kubernetes.io/vsphere-volume
In-tree provisioners are deprecated. For more information on the CSI provisioner, see Kubernetes vSphere CSI Driver and vSphereVolume CSI migration.
CSI Provisioner
The vSphere CSI StorageClass provisioner works with Tanzu Kubernetes clusters. For an example, refer to the vSphere CSI repository.
vCP Provisioner
The following examples use the VMware Cloud Provider (vCP) StorageClass provisioner.
-
Create a StorageClass with a user specified disk format.
apiVersion: storage.k8s.io/v1 kind: StorageClass metadata: name: fast provisioner: kubernetes.io/vsphere-volume parameters: diskformat: zeroedthick
diskformat
:thin
,zeroedthick
andeagerzeroedthick
. Default:"thin"
. -
Create a StorageClass with a disk format on a user specified datastore.
apiVersion: storage.k8s.io/v1 kind: StorageClass metadata: name: fast provisioner: kubernetes.io/vsphere-volume parameters: diskformat: zeroedthick datastore: VSANDatastore
datastore
: The user can also specify the datastore in the StorageClass. The volume will be created on the datastore specified in the StorageClass, which in this case isVSANDatastore
. This field is optional. If the datastore is not specified, then the volume will be created on the datastore specified in the vSphere config file used to initialize the vSphere Cloud Provider. -
Storage Policy Management inside kubernetes
-
Using existing vCenter SPBM policy
One of the most important features of vSphere for Storage Management is policy based Management. Storage Policy Based Management (SPBM) is a storage policy framework that provides a single unified control plane across a broad range of data services and storage solutions. SPBM enables vSphere administrators to overcome upfront storage provisioning challenges, such as capacity planning, differentiated service levels and managing capacity headroom.
The SPBM policies can be specified in the StorageClass using the
storagePolicyName
parameter. -
Virtual SAN policy support inside Kubernetes
Vsphere Infrastructure (VI) Admins will have the ability to specify custom Virtual SAN Storage Capabilities during dynamic volume provisioning. You can now define storage requirements, such as performance and availability, in the form of storage capabilities during dynamic volume provisioning. The storage capability requirements are converted into a Virtual SAN policy which are then pushed down to the Virtual SAN layer when a persistent volume (virtual disk) is being created. The virtual disk is distributed across the Virtual SAN datastore to meet the requirements.
You can see Storage Policy Based Management for dynamic provisioning of volumes for more details on how to use storage policies for persistent volumes management.
-
There are few vSphere examples which you try out for persistent volume management inside Kubernetes for vSphere.
Ceph RBD
apiVersion: storage.k8s.io/v1
kind: StorageClass
metadata:
name: fast
provisioner: kubernetes.io/rbd
parameters:
monitors: 10.16.153.105:6789
adminId: kube
adminSecretName: ceph-secret
adminSecretNamespace: kube-system
pool: kube
userId: kube
userSecretName: ceph-secret-user
userSecretNamespace: default
fsType: ext4
imageFormat: "2"
imageFeatures: "layering"
-
monitors
: Ceph monitors, comma delimited. This parameter is required. -
adminId
: Ceph client ID that is capable of creating images in the pool. Default is "admin". -
adminSecretName
: Secret Name foradminId
. This parameter is required. The provided secret must have type "kubernetes.io/rbd". -
adminSecretNamespace
: The namespace foradminSecretName
. Default is "default". -
pool
: Ceph RBD pool. Default is "rbd". -
userId
: Ceph client ID that is used to map the RBD image. Default is the same asadminId
. -
userSecretName
: The name of Ceph Secret foruserId
to map RBD image. It must exist in the same namespace as PVCs. This parameter is required. The provided secret must have type "kubernetes.io/rbd", for example created in this way:kubectl create secret generic ceph-secret --type="kubernetes.io/rbd" \ --from-literal=key='QVFEQ1pMdFhPUnQrSmhBQUFYaERWNHJsZ3BsMmNjcDR6RFZST0E9PQ==' \ --namespace=kube-system
-
userSecretNamespace
: The namespace foruserSecretName
. -
fsType
: fsType that is supported by kubernetes. Default:"ext4"
. -
imageFormat
: Ceph RBD image format, "1" or "2". Default is "2". -
imageFeatures
: This parameter is optional and should only be used if you setimageFormat
to "2". Currently supported features arelayering
only. Default is "", and no features are turned on.
Quobyte
Kubernetes v1.22 [deprecated]
The Quobyte in-tree storage plugin is deprecated, an
example
StorageClass
for the out-of-tree Quobyte plugin can be found at the Quobyte CSI repository.
apiVersion: storage.k8s.io/v1
kind: StorageClass
metadata:
name: slow
provisioner: kubernetes.io/quobyte
parameters:
quobyteAPIServer: "http://138.68.74.142:7860"
registry: "138.68.74.142:7861"
adminSecretName: "quobyte-admin-secret"
adminSecretNamespace: "kube-system"
user: "root"
group: "root"
quobyteConfig: "BASE"
quobyteTenant: "DEFAULT"
-
quobyteAPIServer
: API Server of Quobyte in the format"http(s)://api-server:7860"
-
registry
: Quobyte registry to use to mount the volume. You can specify the registry as<host>:<port>
pair or if you want to specify multiple registries, put a comma between them.<host1>:<port>,<host2>:<port>,<host3>:<port>
. The host can be an IP address or if you have a working DNS you can also provide the DNS names. -
adminSecretNamespace
: The namespace foradminSecretName
. Default is "default". -
adminSecretName
: secret that holds information about the Quobyte user and the password to authenticate against the API server. The provided secret must have type "kubernetes.io/quobyte" and the keysuser
andpassword
, for example:kubectl create secret generic quobyte-admin-secret \ --type="kubernetes.io/quobyte" --from-literal=user='admin' --from-literal=password='opensesame' \ --namespace=kube-system
-
user
: maps all access to this user. Default is "root". -
group
: maps all access to this group. Default is "nfsnobody". -
quobyteConfig
: use the specified configuration to create the volume. You can create a new configuration or modify an existing one with the Web console or the quobyte CLI. Default is "BASE". -
quobyteTenant
: use the specified tenant ID to create/delete the volume. This Quobyte tenant has to be already present in Quobyte. Default is "DEFAULT".
Azure Disk
Azure Unmanaged Disk storage class
apiVersion: storage.k8s.io/v1
kind: StorageClass
metadata:
name: slow
provisioner: kubernetes.io/azure-disk
parameters:
skuName: Standard_LRS
location: eastus
storageAccount: azure_storage_account_name
skuName
: Azure storage account Sku tier. Default is empty.location
: Azure storage account location. Default is empty.storageAccount
: Azure storage account name. If a storage account is provided, it must reside in the same resource group as the cluster, andlocation
is ignored. If a storage account is not provided, a new storage account will be created in the same resource group as the cluster.
Azure Disk storage class (starting from v1.7.2)
apiVersion: storage.k8s.io/v1
kind: StorageClass
metadata:
name: slow
provisioner: kubernetes.io/azure-disk
parameters:
storageaccounttype: Standard_LRS
kind: managed
storageaccounttype
: Azure storage account Sku tier. Default is empty.kind
: Possible values areshared
,dedicated
, andmanaged
(default). Whenkind
isshared
, all unmanaged disks are created in a few shared storage accounts in the same resource group as the cluster. Whenkind
isdedicated
, a new dedicated storage account will be created for the new unmanaged disk in the same resource group as the cluster. Whenkind
ismanaged
, all managed disks are created in the same resource group as the cluster.resourceGroup
: Specify the resource group in which the Azure disk will be created. It must be an existing resource group name. If it is unspecified, the disk will be placed in the same resource group as the current Kubernetes cluster.
- Premium VM can attach both Standard_LRS and Premium_LRS disks, while Standard VM can only attach Standard_LRS disks.
- Managed VM can only attach managed disks and unmanaged VM can only attach unmanaged disks.
Azure File
apiVersion: storage.k8s.io/v1
kind: StorageClass
metadata:
name: azurefile
provisioner: kubernetes.io/azure-file
parameters:
skuName: Standard_LRS
location: eastus
storageAccount: azure_storage_account_name
skuName
: Azure storage account Sku tier. Default is empty.location
: Azure storage account location. Default is empty.storageAccount
: Azure storage account name. Default is empty. If a storage account is not provided, all storage accounts associated with the resource group are searched to find one that matchesskuName
andlocation
. If a storage account is provided, it must reside in the same resource group as the cluster, andskuName
andlocation
are ignored.secretNamespace
: the namespace of the secret that contains the Azure Storage Account Name and Key. Default is the same as the Pod.secretName
: the name of the secret that contains the Azure Storage Account Name and Key. Default isazure-storage-account-<accountName>-secret
readOnly
: a flag indicating whether the storage will be mounted as read only. Defaults to false which means a read/write mount. This setting will impact theReadOnly
setting in VolumeMounts as well.
During storage provisioning, a secret named by secretName
is created for the
mounting credentials. If the cluster has enabled both
RBAC and
Controller Roles,
add the create
permission of resource secret
for clusterrole
system:controller:persistent-volume-binder
.
In a multi-tenancy context, it is strongly recommended to set the value for
secretNamespace
explicitly, otherwise the storage account credentials may
be read by other users.
Portworx Volume
apiVersion: storage.k8s.io/v1
kind: StorageClass
metadata:
name: portworx-io-priority-high
provisioner: kubernetes.io/portworx-volume
parameters:
repl: "1"
snap_interval: "70"
priority_io: "high"
fs
: filesystem to be laid out:none/xfs/ext4
(default:ext4
).block_size
: block size in Kbytes (default:32
).repl
: number of synchronous replicas to be provided in the form of replication factor1..3
(default:1
) A string is expected here i.e."1"
and not1
.priority_io
: determines whether the volume will be created from higher performance or a lower priority storagehigh/medium/low
(default:low
).snap_interval
: clock/time interval in minutes for when to trigger snapshots. Snapshots are incremental based on difference with the prior snapshot, 0 disables snaps (default:0
). A string is expected here i.e."70"
and not70
.aggregation_level
: specifies the number of chunks the volume would be distributed into, 0 indicates a non-aggregated volume (default:0
). A string is expected here i.e."0"
and not0
ephemeral
: specifies whether the volume should be cleaned-up after unmount or should be persistent.emptyDir
use case can set this value to true andpersistent volumes
use case such as for databases like Cassandra should set to false,true/false
(defaultfalse
). A string is expected here i.e."true"
and nottrue
.
ScaleIO
apiVersion: storage.k8s.io/v1
kind: StorageClass
metadata:
name: slow
provisioner: kubernetes.io/scaleio
parameters:
gateway: https://192.168.99.200:443/api
system: scaleio
protectionDomain: pd0
storagePool: sp1
storageMode: ThinProvisioned
secretRef: sio-secret
readOnly: false
fsType: xfs
provisioner
: attribute is set tokubernetes.io/scaleio
gateway
: address to a ScaleIO API gateway (required)system
: the name of the ScaleIO system (required)protectionDomain
: the name of the ScaleIO protection domain (required)storagePool
: the name of the volume storage pool (required)storageMode
: the storage provision mode:ThinProvisioned
(default) orThickProvisioned
secretRef
: reference to a configured Secret object (required)readOnly
: specifies the access mode to the mounted volume (default false)fsType
: the file system to use for the volume (default ext4)
The ScaleIO Kubernetes volume plugin requires a configured Secret object.
The secret must be created with type kubernetes.io/scaleio
and use the same
namespace value as that of the PVC where it is referenced
as shown in the following command:
kubectl create secret generic sio-secret --type="kubernetes.io/scaleio" \
--from-literal=username=sioadmin --from-literal=password=d2NABDNjMA== \
--namespace=default
StorageOS
apiVersion: storage.k8s.io/v1
kind: StorageClass
metadata:
name: fast
provisioner: kubernetes.io/storageos
parameters:
pool: default
description: Kubernetes volume
fsType: ext4
adminSecretNamespace: default
adminSecretName: storageos-secret
pool
: The name of the StorageOS distributed capacity pool to provision the volume from. Uses thedefault
pool which is normally present if not specified.description
: The description to assign to volumes that were created dynamically. All volume descriptions will be the same for the storage class, but different storage classes can be used to allow descriptions for different use cases. Defaults toKubernetes volume
.fsType
: The default filesystem type to request. Note that user-defined rules within StorageOS may override this value. Defaults toext4
.adminSecretNamespace
: The namespace where the API configuration secret is located. Required if adminSecretName set.adminSecretName
: The name of the secret to use for obtaining the StorageOS API credentials. If not specified, default values will be attempted.
The StorageOS Kubernetes volume plugin can use a Secret object to specify an
endpoint and credentials to access the StorageOS API. This is only required when
the defaults have been changed.
The secret must be created with type kubernetes.io/storageos
as shown in the
following command:
kubectl create secret generic storageos-secret \
--type="kubernetes.io/storageos" \
--from-literal=apiAddress=tcp://localhost:5705 \
--from-literal=apiUsername=storageos \
--from-literal=apiPassword=storageos \
--namespace=default
Secrets used for dynamically provisioned volumes may be created in any namespace
and referenced with the adminSecretNamespace
parameter. Secrets used by
pre-provisioned volumes must be created in the same namespace as the PVC that
references it.
Local
Kubernetes v1.14 [stable]
apiVersion: storage.k8s.io/v1
kind: StorageClass
metadata:
name: local-storage
provisioner: kubernetes.io/no-provisioner
volumeBindingMode: WaitForFirstConsumer
Local volumes do not currently support dynamic provisioning, however a StorageClass
should still be created to delay volume binding until Pod scheduling. This is
specified by the WaitForFirstConsumer
volume binding mode.
Delaying volume binding allows the scheduler to consider all of a Pod's scheduling constraints when choosing an appropriate PersistentVolume for a PersistentVolumeClaim.
6 - Dynamic Volume Provisioning
Dynamic volume provisioning allows storage volumes to be created on-demand.
Without dynamic provisioning, cluster administrators have to manually make
calls to their cloud or storage provider to create new storage volumes, and
then create PersistentVolume
objects
to represent them in Kubernetes. The dynamic provisioning feature eliminates
the need for cluster administrators to pre-provision storage. Instead, it
automatically provisions storage when it is requested by users.
Background
The implementation of dynamic volume provisioning is based on the API object StorageClass
from the API group storage.k8s.io
. A cluster administrator can define as many
StorageClass
objects as needed, each specifying a volume plugin (aka
provisioner) that provisions a volume and the set of parameters to pass to
that provisioner when provisioning.
A cluster administrator can define and expose multiple flavors of storage (from
the same or different storage systems) within a cluster, each with a custom set
of parameters. This design also ensures that end users don't have to worry
about the complexity and nuances of how storage is provisioned, but still
have the ability to select from multiple storage options.
More information on storage classes can be found here.
Enabling Dynamic Provisioning
To enable dynamic provisioning, a cluster administrator needs to pre-create one or more StorageClass objects for users. StorageClass objects define which provisioner should be used and what parameters should be passed to that provisioner when dynamic provisioning is invoked. The name of a StorageClass object must be a valid DNS subdomain name.
The following manifest creates a storage class "slow" which provisions standard disk-like persistent disks.
apiVersion: storage.k8s.io/v1
kind: StorageClass
metadata:
name: slow
provisioner: kubernetes.io/gce-pd
parameters:
type: pd-standard
The following manifest creates a storage class "fast" which provisions SSD-like persistent disks.
apiVersion: storage.k8s.io/v1
kind: StorageClass
metadata:
name: fast
provisioner: kubernetes.io/gce-pd
parameters:
type: pd-ssd
Using Dynamic Provisioning
Users request dynamically provisioned storage by including a storage class in
their PersistentVolumeClaim
. Before Kubernetes v1.6, this was done via the
volume.beta.kubernetes.io/storage-class
annotation. However, this annotation
is deprecated since v1.9. Users now can and should instead use the
storageClassName
field of the PersistentVolumeClaim
object. The value of
this field must match the name of a StorageClass
configured by the
administrator (see below).
To select the "fast" storage class, for example, a user would create the following PersistentVolumeClaim:
apiVersion: v1
kind: PersistentVolumeClaim
metadata:
name: claim1
spec:
accessModes:
- ReadWriteOnce
storageClassName: fast
resources:
requests:
storage: 30Gi
This claim results in an SSD-like Persistent Disk being automatically provisioned. When the claim is deleted, the volume is destroyed.
Defaulting Behavior
Dynamic provisioning can be enabled on a cluster such that all claims are dynamically provisioned if no storage class is specified. A cluster administrator can enable this behavior by:
- Marking one
StorageClass
object as default; - Making sure that the
DefaultStorageClass
admission controller is enabled on the API server.
An administrator can mark a specific StorageClass
as default by adding the
storageclass.kubernetes.io/is-default-class
annotation to it.
When a default StorageClass
exists in a cluster and a user creates a
PersistentVolumeClaim
with storageClassName
unspecified, the
DefaultStorageClass
admission controller automatically adds the
storageClassName
field pointing to the default storage class.
Note that there can be at most one default storage class on a cluster, or
a PersistentVolumeClaim
without storageClassName
explicitly specified cannot
be created.
Topology Awareness
In Multi-Zone clusters, Pods can be spread across Zones in a Region. Single-Zone storage backends should be provisioned in the Zones where Pods are scheduled. This can be accomplished by setting the Volume Binding Mode.
7 - Volume Snapshots
In Kubernetes, a VolumeSnapshot represents a snapshot of a volume on a storage system. This document assumes that you are already familiar with Kubernetes persistent volumes.
Introduction
Similar to how API resources PersistentVolume
and PersistentVolumeClaim
are used to provision volumes for users and administrators, VolumeSnapshotContent
and VolumeSnapshot
API resources are provided to create volume snapshots for users and administrators.
A VolumeSnapshotContent
is a snapshot taken from a volume in the cluster that has been provisioned by an administrator. It is a resource in the cluster just like a PersistentVolume is a cluster resource.
A VolumeSnapshot
is a request for snapshot of a volume by a user. It is similar to a PersistentVolumeClaim.
VolumeSnapshotClass
allows you to specify different attributes belonging to a VolumeSnapshot
. These attributes may differ among snapshots taken from the same volume on the storage system and therefore cannot be expressed by using the same StorageClass
of a PersistentVolumeClaim
.
Volume snapshots provide Kubernetes users with a standardized way to copy a volume's contents at a particular point in time without creating an entirely new volume. This functionality enables, for example, database administrators to backup databases before performing edit or delete modifications.
Users need to be aware of the following when using this feature:
- API Objects
VolumeSnapshot
,VolumeSnapshotContent
, andVolumeSnapshotClass
are CRDs, not part of the core API. VolumeSnapshot
support is only available for CSI drivers.- As part of the deployment process of
VolumeSnapshot
, the Kubernetes team provides a snapshot controller to be deployed into the control plane, and a sidecar helper container called csi-snapshotter to be deployed together with the CSI driver. The snapshot controller watchesVolumeSnapshot
andVolumeSnapshotContent
objects and is responsible for the creation and deletion ofVolumeSnapshotContent
object. The sidecar csi-snapshotter watchesVolumeSnapshotContent
objects and triggersCreateSnapshot
andDeleteSnapshot
operations against a CSI endpoint. - There is also a validating webhook server which provides tightened validation on snapshot objects. This should be installed by the Kubernetes distros along with the snapshot controller and CRDs, not CSI drivers. It should be installed in all Kubernetes clusters that has the snapshot feature enabled.
- CSI drivers may or may not have implemented the volume snapshot functionality. The CSI drivers that have provided support for volume snapshot will likely use the csi-snapshotter. See CSI Driver documentation for details.
- The CRDs and snapshot controller installations are the responsibility of the Kubernetes distribution.
Lifecycle of a volume snapshot and volume snapshot content
VolumeSnapshotContents
are resources in the cluster. VolumeSnapshots
are requests for those resources. The interaction between VolumeSnapshotContents
and VolumeSnapshots
follow this lifecycle:
Provisioning Volume Snapshot
There are two ways snapshots may be provisioned: pre-provisioned or dynamically provisioned.
Pre-provisioned
A cluster administrator creates a number of VolumeSnapshotContents
. They carry the details of the real volume snapshot on the storage system which is available for use by cluster users. They exist in the Kubernetes API and are available for consumption.
Dynamic
Instead of using a pre-existing snapshot, you can request that a snapshot to be dynamically taken from a PersistentVolumeClaim. The VolumeSnapshotClass specifies storage provider-specific parameters to use when taking a snapshot.
Binding
The snapshot controller handles the binding of a VolumeSnapshot
object with an appropriate VolumeSnapshotContent
object, in both pre-provisioned and dynamically provisioned scenarios. The binding is a one-to-one mapping.
In the case of pre-provisioned binding, the VolumeSnapshot will remain unbound until the requested VolumeSnapshotContent object is created.
Persistent Volume Claim as Snapshot Source Protection
The purpose of this protection is to ensure that in-use PersistentVolumeClaim API objects are not removed from the system while a snapshot is being taken from it (as this may result in data loss).
While a snapshot is being taken of a PersistentVolumeClaim, that PersistentVolumeClaim is in-use. If you delete a PersistentVolumeClaim API object in active use as a snapshot source, the PersistentVolumeClaim object is not removed immediately. Instead, removal of the PersistentVolumeClaim object is postponed until the snapshot is readyToUse or aborted.
Delete
Deletion is triggered by deleting the VolumeSnapshot
object, and the DeletionPolicy
will be followed. If the DeletionPolicy
is Delete
, then the underlying storage snapshot will be deleted along with the VolumeSnapshotContent
object. If the DeletionPolicy
is Retain
, then both the underlying snapshot and VolumeSnapshotContent
remain.
VolumeSnapshots
Each VolumeSnapshot contains a spec and a status.
apiVersion: snapshot.storage.k8s.io/v1
kind: VolumeSnapshot
metadata:
name: new-snapshot-test
spec:
volumeSnapshotClassName: csi-hostpath-snapclass
source:
persistentVolumeClaimName: pvc-test
persistentVolumeClaimName
is the name of the PersistentVolumeClaim data source for the snapshot. This field is required for dynamically provisioning a snapshot.
A volume snapshot can request a particular class by specifying the name of a
VolumeSnapshotClass
using the attribute volumeSnapshotClassName
. If nothing is set, then the default class is used if available.
For pre-provisioned snapshots, you need to specify a volumeSnapshotContentName
as the source for the snapshot as shown in the following example. The volumeSnapshotContentName
source field is required for pre-provisioned snapshots.
apiVersion: snapshot.storage.k8s.io/v1
kind: VolumeSnapshot
metadata:
name: test-snapshot
spec:
source:
volumeSnapshotContentName: test-content
Volume Snapshot Contents
Each VolumeSnapshotContent contains a spec and status. In dynamic provisioning, the snapshot common controller creates VolumeSnapshotContent
objects. Here is an example:
apiVersion: snapshot.storage.k8s.io/v1
kind: VolumeSnapshotContent
metadata:
name: snapcontent-72d9a349-aacd-42d2-a240-d775650d2455
spec:
deletionPolicy: Delete
driver: hostpath.csi.k8s.io
source:
volumeHandle: ee0cfb94-f8d4-11e9-b2d8-0242ac110002
volumeSnapshotClassName: csi-hostpath-snapclass
volumeSnapshotRef:
name: new-snapshot-test
namespace: default
uid: 72d9a349-aacd-42d2-a240-d775650d2455
volumeHandle
is the unique identifier of the volume created on the storage backend and returned by the CSI driver during the volume creation. This field is required for dynamically provisioning a snapshot. It specifies the volume source of the snapshot.
For pre-provisioned snapshots, you (as cluster administrator) are responsible for creating the VolumeSnapshotContent
object as follows.
apiVersion: snapshot.storage.k8s.io/v1
kind: VolumeSnapshotContent
metadata:
name: new-snapshot-content-test
spec:
deletionPolicy: Delete
driver: hostpath.csi.k8s.io
source:
snapshotHandle: 7bdd0de3-aaeb-11e8-9aae-0242ac110002
volumeSnapshotRef:
name: new-snapshot-test
namespace: default
snapshotHandle
is the unique identifier of the volume snapshot created on the storage backend. This field is required for the pre-provisioned snapshots. It specifies the CSI snapshot id on the storage system that this VolumeSnapshotContent
represents.
Provisioning Volumes from Snapshots
You can provision a new volume, pre-populated with data from a snapshot, by using
the dataSource field in the PersistentVolumeClaim
object.
For more details, see Volume Snapshot and Restore Volume from Snapshot.
8 - Volume Snapshot Classes
This document describes the concept of VolumeSnapshotClass in Kubernetes. Familiarity with volume snapshots and storage classes is suggested.
Introduction
Just like StorageClass provides a way for administrators to describe the "classes" of storage they offer when provisioning a volume, VolumeSnapshotClass provides a way to describe the "classes" of storage when provisioning a volume snapshot.
The VolumeSnapshotClass Resource
Each VolumeSnapshotClass contains the fields driver
, deletionPolicy
, and parameters
,
which are used when a VolumeSnapshot belonging to the class needs to be
dynamically provisioned.
The name of a VolumeSnapshotClass object is significant, and is how users can request a particular class. Administrators set the name and other parameters of a class when first creating VolumeSnapshotClass objects, and the objects cannot be updated once they are created.
apiVersion: snapshot.storage.k8s.io/v1
kind: VolumeSnapshotClass
metadata:
name: csi-hostpath-snapclass
driver: hostpath.csi.k8s.io
deletionPolicy: Delete
parameters:
Administrators can specify a default VolumeSnapshotClass for VolumeSnapshots
that don't request any particular class to bind to by adding the
snapshot.storage.kubernetes.io/is-default-class: "true"
annotation:
apiVersion: snapshot.storage.k8s.io/v1
kind: VolumeSnapshotClass
metadata:
name: csi-hostpath-snapclass
annotations:
snapshot.storage.kubernetes.io/is-default-class: "true"
driver: hostpath.csi.k8s.io
deletionPolicy: Delete
parameters:
Driver
Volume snapshot classes have a driver that determines what CSI volume plugin is used for provisioning VolumeSnapshots. This field must be specified.
DeletionPolicy
Volume snapshot classes have a deletionPolicy. It enables you to configure what happens to a VolumeSnapshotContent when the VolumeSnapshot object it is bound to is to be deleted. The deletionPolicy of a volume snapshot class can either be Retain
or Delete
. This field must be specified.
If the deletionPolicy is Delete
, then the underlying storage snapshot will be deleted along with the VolumeSnapshotContent object. If the deletionPolicy is Retain
, then both the underlying snapshot and VolumeSnapshotContent remain.
Parameters
Volume snapshot classes have parameters that describe volume snapshots belonging to
the volume snapshot class. Different parameters may be accepted depending on the
driver
.
9 - CSI Volume Cloning
This document describes the concept of cloning existing CSI Volumes in Kubernetes. Familiarity with Volumes is suggested.
Introduction
The CSI Volume Cloning feature adds support for specifying existing PVCs in the dataSource
field to indicate a user would like to clone a Volume.
A Clone is defined as a duplicate of an existing Kubernetes Volume that can be consumed as any standard Volume would be. The only difference is that upon provisioning, rather than creating a "new" empty Volume, the back end device creates an exact duplicate of the specified Volume.
The implementation of cloning, from the perspective of the Kubernetes API, adds the ability to specify an existing PVC as a dataSource during new PVC creation. The source PVC must be bound and available (not in use).
Users need to be aware of the following when using this feature:
- Cloning support (
VolumePVCDataSource
) is only available for CSI drivers. - Cloning support is only available for dynamic provisioners.
- CSI drivers may or may not have implemented the volume cloning functionality.
- You can only clone a PVC when it exists in the same namespace as the destination PVC (source and destination must be in the same namespace).
- Cloning is only supported within the same Storage Class.
- Destination volume must be the same storage class as the source
- Default storage class can be used and storageClassName omitted in the spec
- Cloning can only be performed between two volumes that use the same VolumeMode setting (if you request a block mode volume, the source MUST also be block mode)
Provisioning
Clones are provisioned like any other PVC with the exception of adding a dataSource that references an existing PVC in the same namespace.
apiVersion: v1
kind: PersistentVolumeClaim
metadata:
name: clone-of-pvc-1
namespace: myns
spec:
accessModes:
- ReadWriteOnce
storageClassName: cloning
resources:
requests:
storage: 5Gi
dataSource:
kind: PersistentVolumeClaim
name: pvc-1
spec.resources.requests.storage
, and the value you specify must be the same or larger than the capacity of the source volume.
The result is a new PVC with the name clone-of-pvc-1
that has the exact same content as the specified source pvc-1
.
Usage
Upon availability of the new PVC, the cloned PVC is consumed the same as other PVC. It's also expected at this point that the newly created PVC is an independent object. It can be consumed, cloned, snapshotted, or deleted independently and without consideration for it's original dataSource PVC. This also implies that the source is not linked in any way to the newly created clone, it may also be modified or deleted without affecting the newly created clone.
10 - Storage Capacity
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.
Kubernetes v1.21 [beta]
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.
Tracking storage capacity is supported for Container Storage Interface (CSI) drivers and needs to be enabled when installing a CSI driver.
API
There are two API extensions for this feature:
- CSIStorageCapacity 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: when set totrue
, the Kubernetes scheduler will consider storage capacity for volumes that use the CSI driver.
Scheduling
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 StorageClass which references a CSI driver and
uses
WaitForFirstConsumer
volume binding mode, and - the
CSIDriver
object for the driver hasStorageCapacity
set to true.
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.
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.
For CSI ephemeral volumes, 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.
Rescheduling
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.
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.
Limitations
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.
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 is needed to handle this automatically.
Enabling storage capacity tracking
Storage capacity tracking is a beta feature and enabled by default in a Kubernetes cluster since Kubernetes 1.21. In addition to having the feature enabled in the cluster, a CSI driver also has to support it. Please refer to the driver's documentation for details.
What's next
- For more information on the design, see the Storage Capacity Constraints for Pod Scheduling KEP.
- For more information on further development of this feature, see the enhancement tracking issue #1472.
- Learn about Kubernetes Scheduler
11 - Node-specific Volume Limits
This page describes the maximum number of volumes that can be attached to a Node for various cloud providers.
Cloud providers like Google, Amazon, and Microsoft typically have a limit on how many volumes can be attached to a Node. It is important for Kubernetes to respect those limits. Otherwise, Pods scheduled on a Node could get stuck waiting for volumes to attach.
Kubernetes default limits
The Kubernetes scheduler has default limits on the number of volumes that can be attached to a Node:
Cloud service | Maximum volumes per Node |
---|---|
Amazon Elastic Block Store (EBS) | 39 |
Google Persistent Disk | 16 |
Microsoft Azure Disk Storage | 16 |
Custom limits
You can change these limits by setting the value of the
KUBE_MAX_PD_VOLS
environment variable, and then starting the scheduler.
CSI drivers might have a different procedure, see their documentation
on how to customize their limits.
Use caution if you set a limit that is higher than the default limit. Consult the cloud provider's documentation to make sure that Nodes can actually support the limit you set.
The limit applies to the entire cluster, so it affects all Nodes.
Dynamic volume limits
Kubernetes v1.17 [stable]
Dynamic volume limits are supported for following volume types.
- Amazon EBS
- Google Persistent Disk
- Azure Disk
- CSI
For volumes managed by in-tree volume plugins, Kubernetes automatically determines the Node type and enforces the appropriate maximum number of volumes for the node. For example:
-
On Google Compute Engine, up to 127 volumes can be attached to a node, depending on the node type.
-
For Amazon EBS disks on M5,C5,R5,T3 and Z1D instance types, Kubernetes allows only 25 volumes to be attached to a Node. For other instance types on Amazon Elastic Compute Cloud (EC2), Kubernetes allows 39 volumes to be attached to a Node.
-
On Azure, up to 64 disks can be attached to a node, depending on the node type. For more details, refer to Sizes for virtual machines in Azure.
-
If a CSI storage driver advertises a maximum number of volumes for a Node (using
NodeGetInfo
), the kube-scheduler honors that limit. Refer to the CSI specifications for details. -
For volumes managed by in-tree plugins that have been migrated to a CSI driver, the maximum number of volumes will be the one reported by the CSI driver.
12 - Volume Health Monitoring
Kubernetes v1.21 [alpha]
CSI volume health monitoring allows CSI Drivers to detect abnormal volume conditions from the underlying storage systems and report them as events on PVCs or Pods.
Volume health monitoring
Kubernetes volume health monitoring is part of how Kubernetes implements the Container Storage Interface (CSI). Volume health monitoring feature is implemented in two components: an External Health Monitor controller, and the kubelet.
If a CSI Driver supports Volume Health Monitoring feature from the controller side, an event will be reported on the related PersistentVolumeClaim (PVC) when an abnormal volume condition is detected on a CSI volume.
The External Health Monitor controller also watches for node failure events. You can enable node failure monitoring by setting the enable-node-watcher
flag to true. When the external health monitor detects a node failure event, the controller reports an Event will be reported on the PVC to indicate that pods using this PVC are on a failed node.
If a CSI Driver supports Volume Health Monitoring feature from the node side, an Event will be reported on every Pod using the PVC when an abnormal volume condition is detected on a CSI volume.
CSIVolumeHealth
feature gate to use this feature from the node side.
What's next
See the CSI driver documentation to find out which CSI drivers have implemented this feature.