Persistent Storage Class Configuration in Kubernetes
TiDB cluster components such as PD, TiKV, TiDB monitoring, TiDB Binlog, and tidb-backup
require the persistent storage of data. To persist the data in Kubernetes, you need to use PersistentVolume (PV). Kubernetes supports several types of storage classes, which are mainly divided into two parts:
Network storage
The network storage medium is not on the current node but is mounted to the node through the network. Generally, there are redundant replicas to guarantee high availability. When the node fails, the corresponding network storage can be re-mounted to another node for further use.
Local storage
The local storage medium is on the current node and typically can provide lower latency than the network storage. Because there are no redundant replicas, once the node fails, data might be lost. If it is an IDC server, data can be restored to a certain extent. If it is a virtual machine using the local disk on the public cloud, data cannot be retrieved after the node fails.
PVs are created automatically by the system administrator or volume provisioner. PVs and Pods are bound by PersistentVolumeClaim (PVC). Users request for using a PV through a PVC instead of creating a PV directly. The corresponding volume provisioner creates a PV that meets the requirements of PVC and then binds the PV to the PVC.
Recommended storage classes for TiDB clusters
TiKV uses the Raft protocol to replicate data. When a node fails, PD automatically schedules data to fill the missing data replicas; TiKV requires low read and write latency, so local SSD storage is strongly recommended in the production environment.
PD also uses Raft to replicate data. PD is not an I/O-intensive application, but a database for storing cluster meta information, so a local SAS disk or network SSD storage such as EBS General Purpose SSD (gp2) volumes on AWS or SSD persistent disks on GCP can meet the requirements.
To ensure availability, it is recommended to use network storage for components such as TiDB monitoring, TiDB Binlog, and tidb-backup
because they do not have redundant replicas. TiDB Binlog's Pump and Drainer components are I/O-intensive applications that require low read and write latency, so it is recommended to use high-performance network storage such as EBS Provisioned IOPS SSD (io1) volumes on AWS or SSD persistent disks on GCP.
When deploying TiDB clusters or tidb-backup
with TiDB Operator, you can configure StorageClass
for the components that require persistent storage via the corresponding storageClassName
field in the values.yaml
configuration file. The StorageClassName
is set to local-storage
by default.
Network PV configuration
Kubernetes 1.11 and later versions support volume expansion of network PV, but you need to run the following command to enable volume expansion for the corresponding StorageClass
:
kubectl patch storageclass ${storage_class} -p '{"allowVolumeExpansion": true}'
After volume expansion is enabled, expand the PV using the following method:
Edit the PersistentVolumeClaim (PVC) object:
Suppose the PVC is 10 Gi and now we need to expand it to 100 Gi.
kubectl patch pvc -n ${namespace} ${pvc_name} -p '{"spec": {"resources": {"requests": {"storage": "100Gi"}}}}'View the size of the PV:
After the expansion, the size displayed by running
kubectl get pvc -n ${namespace} ${pvc_name}
is still the original one. But if you run the following command to view the size of the PV, it shows that the size has been expanded to the expected one.kubectl get pv | grep ${pvc_name}
Local PV configuration
Kubernetes currently supports statically allocated local storage. To create a local storage object, use local-volume-provisioner
in the local-static-provisioner repository.
Step 1: Pre-allocate local storage
For a disk that stores TiKV data, you can mount the disk into the
/mnt/ssd
directory.To achieve high performance, it is recommanded to allocate TiDB a dedicated disk, and the recommended disk type is SSD.
For a disk that stores PD data, follow the steps to mount the disk. First, create multiple directories in the disk, and bind mount the directories into the
/mnt/sharedssd
directory.For a disk that stores monitoring data, follow the steps to mount the disk. First, create multiple directories in the disk, and bind mount the directories into the
/mnt/monitoring
directory.For a disk that stores TiDB Binlog and backup data, follow the steps to mount the disk. First, create multiple directories in the disk, and bind mount the directories them into the
/mnt/backup
directory.
The /mnt/ssd
, /mnt/sharedssd
, /mnt/monitoring
, and /mnt/backup
directories mentioned above are discovery directories used by local-volume-provisioner. local-volume-provisioner creates a corresponding PV for each subdirectory in discovery directory.
Step 2: Deploy local-volume-provisioner
Online deployment
Download the deployment file for local-volume-provisioner.
wget https://raw.githubusercontent.com/pingcap/tidb-operator/v1.1.15/examples/local-pv/local-volume-provisioner.yamlIf you use the same discovery directory as described in Step 1: Pre-allocate local storage, you can skip this step. If you use a different path of discovery directory than in the previous step, you need to modify the ConfigMap and DaemonSet spec.
Modify the
data.storageClassMap
field in the ConfigMap spec:apiVersion: v1 kind: ConfigMap metadata: name: local-provisioner-config namespace: kube-system data: # ... storageClassMap: | ssd-storage: hostDir: /mnt/ssd mountDir: /mnt/ssd shared-ssd-storage: hostDir: /mnt/sharedssd mountDir: /mnt/sharedssd monitoring-storage: hostDir: /mnt/monitoring mountDir: /mnt/monitoring backup-storage: hostDir: /mnt/backup mountDir: /mnt/backupFor more configuration about local-volume-provisioner, refer to Configuration.
Modify
volumes
andvolumeMounts
fields in the DaemonSet spec to ensure the discovery directory can be mounted to the corresponding directory in the Pod:...... volumeMounts: - mountPath: /mnt/ssd name: local-ssd mountPropagation: "HostToContainer" - mountPath: /mnt/sharedssd name: local-sharedssd mountPropagation: "HostToContainer" - mountPath: /mnt/backup name: local-backup mountPropagation: "HostToContainer" - mountPath: /mnt/monitoring name: local-monitoring mountPropagation: "HostToContainer" volumes: - name: local-ssd hostPath: path: /mnt/ssd - name: local-sharedssd hostPath: path: /mnt/sharedssd - name: local-backup hostPath: path: /mnt/backup - name: local-monitoring hostPath: path: /mnt/monitoring ......
Deploy
local-volume-provisioner
.kubectl apply -f https://raw.githubusercontent.com/pingcap/tidb-operator/v1.1.15/manifests/local-dind/local-volume-provisioner.yamlCheck status of Pod and PV.
kubectl get po -n kube-system -l app=local-volume-provisioner && \ kubectl get pv | grep -e ssd-storage -e shared-ssd-storage -e monitoring-storage -e backup-storagelocal-volume-provisioner
creates a PV for each mounting point under the discovery directory.
For more information, refer to Kubernetes local storage and local-static-provisioner document.
Offline deployment
Steps of offline deployment is same as online deployment, except the following:
Download the
local-volume-provisioner.yaml
file on a machine with Internet access, then upload it to the server and install it.local-volume-provisioner
is a DaemonSet that starts a Pod on every Kubernetes worker node. The Pod uses thequay.io/external_storage/local-volume-provisioner:v2.3.4
image. If the server does not have access to the Internet, download this Docker image on a machine with Internet access:docker pull quay.io/external_storage/local-volume-provisioner:v2.3.4 docker save -o local-volume-provisioner-v2.3.4.tar quay.io/external_storage/local-volume-provisioner:v2.3.4Copy the
local-volume-provisioner-v2.3.4.tar
file to the server, and execute thedocker load
command to load the file on the server:docker load -i local-volume-provisioner-v2.3.4.tar
Best practices
- A local PV's path is its unique identifier. To avoid conflicts, it is recommended to use the UUID of the device to generate a unique path.
- For I/O isolation, a dedicated physical disk per PV is recommended to ensure hardware-based isolation.
- For capacity isolation, a partition per PV or a physical disk per PV is recommended.
For more information on local PV in Kubernetes, refer to Best Practices.
Data safety
In general, after a PVC is no longer used and deleted, the PV bound to it is reclaimed and placed in the resource pool for scheduling by the provisioner. To avoid accidental data loss, you can globally configure the reclaim policy of the StorageClass
to Retain
or only change the reclaim policy of a single PV to Retain
. With the Retain
policy, a PV is not automatically reclaimed.
Configure globally:
The reclaim policy of a
StorageClass
is set at creation time and it cannot be updated once it is created. If it is not set when created, you can create anotherStorageClass
of the same provisioner. For example, the default reclaim policy of theStorageClass
for persistent disks on Google Kubernetes Engine (GKE) isDelete
. You can create anotherStorageClass
namedpd-standard
with its reclaim policy asRetain
, and change thestorageClassName
of the corresponding component topd-standard
when creating a TiDB cluster.apiVersion: storage.k8s.io/v1 kind: StorageClass metadata: name: pd-standard parameters: type: pd-standard provisioner: kubernetes.io/gce-pd reclaimPolicy: Retain volumeBindingMode: ImmediateConfigure a single PV:
kubectl patch pv ${pv_name} -p '{"spec":{"persistentVolumeReclaimPolicy":"Retain"}}'
Delete PV and data
When the reclaim policy of PVs is set to Retain
, if you have confirmed that the data of a PV can be deleted, you can delete this PV and the corresponding data by strictly taking the following steps:
Delete the PVC object corresponding to the PV:
kubectl delete pvc ${pvc_name} --namespace=${namespace}Set the reclaim policy of the PV to
Delete
. Then the PV is automatically deleted and reclaimed.kubectl patch pv ${pv_name} -p '{"spec":{"persistentVolumeReclaimPolicy":"Delete"}}'
For more details, refer to Change the Reclaim Policy of a PersistentVolume.