Mount a static CPFS volume

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CPFS is a fully managed, scalable parallel file system by Alibaba Cloud for high-performance computing. It supports concurrent access from hundreds to thousands of servers, delivering tens of GB/s of throughput, millions of IOPS, and sub-millisecond latency. This topic describes how to mount a statically provisioned CPFS volume to an application and verify that the volume can share and persist data.

Features

CPFS is available in two editions: CPFS General-purpose Edition and CPFS for LINGJUN. Choose the edition that best suits your business scenario and performance requirements. See CPFS product overview for a comparison of the use cases and differences between the two editions.

Before you begin, note the following:

  • CPFS for LINGJUN, which supports end-to-end RDMA networks, is in invitational preview and available only in specific regions and zones.

  • When you access CPFS for LINGJUN over an RDMA network, the hpn-zone of the pod must match the hpn-zone of CPFS for LINGJUN.

  • CPFS is shared storage. A CPFS volume can be mounted to multiple pods.

  • The following table describes CPFS support for different types of ACS pods.

    Edition

    Access method

    CPU type

    GPU type

    CPFS General-purpose Edition

    VPC network

    Supported

    Supported

    CPFS for LINGJUN

    VPC network

    Supported

    Supported

    RDMA network

    Not supported

    Only specific GPU models are supported. For a list of RDMA-supported GPU models, see GPU models supported by ACS.

Prerequisites

The managed-csiprovisioner component is installed in the ACS cluster.

Note

Go to the ACS cluster management page in the ACS console. In the left-side navigation pane of the cluster management page, choose Operations > Add-ons. On the Storage tab, you can check whether managed-csiprovisioner is installed.

Create a CPFS file system

CPFS General-purpose

  1. Create a CPFS General-purpose Edition file system.

    After creating the file system, record its ID.

  2. Create a protocol service.

    Use the VPC and vSwitch of your ACS cluster to create a protocol service and generate a directory-level mount target. After you create the protocol service, record the mount target domain name for the exported directory in the format cpfs-***-***.<Region>.cpfs.aliyuncs.com.

    In the left-side navigation pane of the file system details page, click Protocol Service. On the exported directories page, click the Copy icon next to the mount address. This action copies the mount target domain name.

CPFS for LINGJUN

  1. Create a CPFS for LINGJUN file system.

    After creating the file system, record its ID.

  2. (Optional) Create a VPC mount target.

    • Pods that do not support the RDMA protocol (such as CPU pods and some GPU pods) require a VPC mount target to access CPFS over the VPC network.

    Use the VPC and vSwitch of your ACS cluster to create a VPC mount target and generate a mount address. After you create the VPC mount target, record the mount target domain name in the format cpfs-***-vpc-***.<Region>.cpfs.aliyuncs.com.

    In the left-side navigation pane of the file system details page, click Mounting. On the Mount Target tab, find the VPC mount target that you created. Click the View Details icon next to the mount address to view and copy the complete mount address.

Mount CPFS volumes

Step 1: Create a PV and a PVC

Kubectl

  1. Save the following YAML content as cpfs-pv-pvc.yaml.

    Select the appropriate YAML manifest based on the CPFS edition you use and the compute type of the pod.

    CPFS general-purpose edition

    apiVersion: v1
    kind: PersistentVolume
    metadata:
      name: cpfs-test
      labels:
        alicloud-pvname: cpfs-test
    spec:
      accessModes:
      - ReadWriteMany
      capacity:
        storage: 10Ti
      csi:
        driver: nasplugin.csi.alibabacloud.com
        volumeAttributes:
          mountProtocol: cpfs-nfs
          server: cpfs-***-***.cn-wulanchabu.cpfs.aliyuncs.com
          path: /share
        volumeHandle: cpfs-*****
    ---
    apiVersion: v1
    kind: PersistentVolumeClaim
    metadata:
      name: cpfs-test
    spec:
      accessModes:
      - ReadWriteMany
      selector:
        matchLabels:
          alicloud-pvname: cpfs-test
      resources:
        requests:
          storage: 10Ti    
    • PersistentVolume parameters

      Parameter

      Description

      labels

      The labels for the PersistentVolume. A PersistentVolumeClaim uses a selector to bind to a PersistentVolume by matching these labels.

      accessModes

      The access mode of the PersistentVolume.

      capacity.storage

      The capacity of the volume.

      csi.driver

      The CSI driver. Set the value to nasplugin.csi.alibabacloud.com.

      csi.volumeAttributes

      The attributes of the CPFS volume.

      • mountProtocol: Set the value to cpfs-nfs.

      • server: The mount target domain name of the CPFS General-purpose Edition file system.

      • path: The directory path within the CPFS file system to mount, such as /share. You can also specify a subdirectory, such as /share/dir.

      csi.volumeHandle

      The ID of the CPFS General-purpose Edition file system.

    • PersistentVolumeClaim parameters

      Parameter

      Description

      accessModes

      The access mode requested by the PersistentVolumeClaim.

      selector

      The selector used to find a matching PersistentVolume based on labels.

      resources.requests.storage

      The amount of storage requested by the PersistentVolumeClaim. The value cannot exceed the capacity of the PersistentVolume.

    CPFS for LINGJUN (RDMA network)

    Important

    You can mount the volume only to pods with specific GPU models. For more information about the GPU models that support the RDMA protocol, see GPU models supported by ACK.

    apiVersion: v1
    kind: PersistentVolume
    metadata:
      name: cpfs-test
      labels:
        alicloud-pvname: cpfs-test
    spec:
      accessModes:
      - ReadWriteMany
      capacity:
        storage: 10Ti
      csi:
        driver: bmcpfsplugin.csi.alibabacloud.com
        volumeAttributes:
          filesystemId: bmcpfs-*****
          path: /
        volumeHandle: bmcpfs-*****
    ---
    apiVersion: v1
    kind: PersistentVolumeClaim
    metadata:
      name: cpfs-test
    spec:
      accessModes:
      - ReadWriteMany
      selector:
        matchLabels:
          alicloud-pvname: cpfs-test
      resources:
        requests:
          storage: 10Ti
    • PersistentVolume parameters

      Parameter

      Description

      labels

      The labels for the PersistentVolume. A PersistentVolumeClaim uses a selector to bind to a PersistentVolume by matching these labels.

      accessModes

      The access mode of the PersistentVolume.

      capacity.storage

      The capacity of the volume.

      csi.driver

      The CSI driver. Set the value to bmcpfsplugin.csi.alibabacloud.com.

      csi.volumeAttributes

      The attributes of the CPFS volume.

      • filesystemId: The ID of the CPFS for LINGJUN file system.

      • path: The directory to mount. The default value is /, which indicates the root directory of the CPFS file system. You can also specify a subdirectory, such as /dir. If the subdirectory does not exist, it is automatically created on mount.

      csi.volumeHandle

      The ID of the CPFS for LINGJUN file system.

    • PersistentVolumeClaim parameters

      Parameter

      Description

      accessModes

      The access mode requested by the PersistentVolumeClaim.

      selector

      The selector used to find a matching PersistentVolume based on labels.

      resources.requests.storage

      The amount of storage requested by the PersistentVolumeClaim. The value cannot exceed the capacity of the PersistentVolume.

    CPFS for LINGJUN (VPC network)

    apiVersion: v1
    kind: PersistentVolume
    metadata:
      name: cpfs-test
      labels:
        alicloud-pvname: cpfs-test
    spec:
      accessModes:
      - ReadWriteMany
      capacity:
        storage: 10Ti
      csi:
        driver: nasplugin.csi.alibabacloud.com
        volumeAttributes:
          mountProtocol: efc
          server: cpfs-***-vpc-***.cn-wulanchabu.cpfs.aliyuncs.com
          path: /
        volumeHandle: bmcpfs-*****
    ---
    apiVersion: v1
    kind: PersistentVolumeClaim
    metadata:
      name: cpfs-test
    spec:
      accessModes:
      - ReadWriteMany
      selector:
        matchLabels:
          alicloud-pvname: cpfs-test
      resources:
        requests:
          storage: 10Ti
    • PersistentVolume parameters

      Parameter

      Description

      labels

      The labels for the PersistentVolume. A PersistentVolumeClaim uses a selector to bind to a PersistentVolume by matching these labels.

      accessModes

      The access mode of the PersistentVolume.

      capacity.storage

      The capacity of the volume.

      csi.driver

      The CSI driver. Set the value to nasplugin.csi.alibabacloud.com.

      csi.volumeAttributes

      The attributes of the CPFS volume.

      • mountProtocol: The mount protocol. Set the value to efc.

      • server: The VPC mount target domain name of the CPFS file system.

      • path: The directory to mount. The default value is /, which indicates the root directory of the CPFS file system. You can also specify a subdirectory, such as /dir. If the subdirectory does not exist, it is automatically created on mount.

      csi.volumeHandle

      The ID of the CPFS for LINGJUN file system.

    • PersistentVolumeClaim parameters

      Parameter

      Description

      accessModes

      The access mode requested by the PersistentVolumeClaim.

      selector

      The selector used to find a matching PersistentVolume based on labels.

      resources.requests.storage

      The amount of storage requested by the PersistentVolumeClaim. The value cannot exceed the capacity of the PersistentVolume.

  2. Create the PersistentVolume and PersistentVolumeClaim.

    kubectl create -f cpfs-pv-pvc.yaml
  3. Verify that the PersistentVolumeClaim is bound to the PersistentVolume.

    kubectl get pvc cpfs-test

    The following output shows that the PersistentVolumeClaim is bound.

    NAME        STATUS   VOLUME           CAPACITY   ACCESS MODES   STORAGECLASS    VOLUMEATTRIBUTESCLASS   AGE
    cpfs-test   Bound    cpfs-test        10Ti       RWX            <unset>         <unset>                 10s

Console

  1. Log on to the ACS console.

  2. On the Clusters, click the name of the cluster to go to the cluster management page.

  3. In the left-side navigation pane of the cluster management page, choose Volumes > Persistent Volume Claims.

  4. On the Persistent Volume Claims page, click Create.

  5. In the dialog box that appears, configure the parameters and click Create.

    The following table describes the parameters for creating a PersistentVolumeClaim and a PersistentVolume at the same time. Alternatively, you can create a PersistentVolume first and then create a PersistentVolumeClaim.

    Note

    When you use the console, you cannot mount a CPFS for LINGJUN file system to a CPU application by using a VPC mount target.

    Parameter

    Description

    Example

    PVC Type

    Select CPFS.

    CPFS

    Name

    The name of the PersistentVolumeClaim. It must comply with the format requirements displayed on the page.

    cpfs-test

    Allocation Mode

    Select Existing Volumes or Create PV as needed.

    Create PV

    CPFS Type

    Select CPFS for LINGJUN or CPFS General-purpose as needed.

    CPFS for LINGJUN

    Access Mode

    Specifies the access mode. Supported modes include ReadWriteMany and ReadWriteOnce.

    ReadWriteMany

    Mount Target Domain Name:

    For CPFS General-purpose Edition, specify the mount target domain name. You can also specify a subdirectory.

    • If you enter only the mount target domain name, such as cpfs-***-***.cn-wulanchabu.cpfs.aliyuncs.com, the root directory (/) of the CPFS file system is mounted.

    • If you enter the mount target domain name and a subdirectory, such as cpfs-***-***.cn-wulanchabu.cpfs.aliyuncs.com:/dir, the system mounts the /dir subdirectory of the CPFS file system. If the /dir subdirectory does not exist, the system automatically creates it.

    cpfs-***-***.cn-wulanchabu.cpfs.aliyuncs.com

    File System ID:

    If you use CPFS for LINGJUN, specify the ID of the file system to mount.

    bmcpfs-0115******13q5

  6. View the created PersistentVolume and PersistentVolumeClaim.

    On the Persistent Volume Claims page and the Persistent Volumes page, find the newly created PersistentVolumeClaim and PersistentVolume and verify that their status is Bound.

Step 2: Create an application and mount CPFS

kubectl

  1. Create a file named cpfs-test.yaml with the following content.

    GPU application

    The following YAML example creates a Deployment with two Pods. Both Pods use the alibabacloud.com/compute-class: gpu label to request GPU-based computing power and a PersistentVolumeClaim (PVC) named cpfs-test to request storage resources. The mount path for both Pods is /data.

    Note

    For more information about specific GPU models, see Specify GPU models and driver versions for ACS GPU Pods.

    apiVersion: apps/v1
    kind: Deployment
    metadata:
      name: cpfs-test
      labels:
        app: cpfs-test
    spec:
      replicas: 2
      selector:
        matchLabels:
          app: cpfs-test
      template:
        metadata:
          labels:
            app: cpfs-test
            # Specify the compute type as GPU.
            alibabacloud.com/compute-class: gpu
            # Specify the GPU model, for example, T4.
            alibabacloud.com/gpu-model-series: T4
            alibabacloud.com/compute-qos: default
        spec:
          containers:
          - name: nginx
            image: registry.cn-hangzhou.aliyuncs.com/acs-sample/nginx:latest
            ports:
            - containerPort: 80
            volumeMounts:
              - name: pvc-cpfs
                mountPath: /data
          volumes:
            - name: pvc-cpfs
              persistentVolumeClaim:
                claimName: cpfs-test

    CPU application

    The following YAML example creates a Deployment with 2 pods, which request storage resources by using a PVC named cpfs-test and are both mounted to the /data path.

    apiVersion: apps/v1
    kind: Deployment
    metadata:
      name: cpfs-test
      labels:
        app: cpfs-test
    spec:
      replicas: 2
      selector:
        matchLabels:
          app: cpfs-test
      template:
        metadata:
          labels:
            app: cpfs-test
        spec:
          containers:
          - name: nginx
            image: registry.cn-hangzhou.aliyuncs.com/acs-sample/nginx:latest
            ports:
            - containerPort: 80
            volumeMounts:
              - name: pvc-cpfs
                mountPath: /data
          volumes:
            - name: pvc-cpfs
              persistentVolumeClaim:
                claimName: cpfs-test
  2. Create the Deployment and mount the CPFS volume.

    kubectl create -f cpfs-test.yaml
  3. Check the status of the Pods in the Deployment.

    kubectl get pod | grep cpfs-test

    The expected output shows that two Pods are in the 'Running' state.

    cpfs-test-****-***a   1/1     Running   0          45s
    cpfs-test-****-***b   1/1     Running   0          45s
  4. Check the mount path.

    This command lists the contents of the mounted directory (/data), which contains data from the CPFS for LINGJUN file system. The directory is empty by default.

    kubectl exec cpfs-test-****-***a -- ls /data

Console

  1. In the left-side navigation pane of the cluster management page, choose Workloads > Deployments.

  2. On the Deployments page, click Create from Image.

  3. Configure the parameters for the Deployment and click Create.

    The key parameters are described below. You can keep the default values for other parameters. For more information, see Create a stateless application by using a Deployment.

    GPU application

    Section

    Parameter

    Description

    Example

    Basic Information

    Application Name

    Enter a unique name for the Deployment. The name must conform to the format requirements shown on the page.

    cpfs-test

    Replicas:

    The number of Pod replicas for the Deployment.

    2

    Instance Type

    Specifies the hardware resources for the Pods, such as CPU or a specific GPU model.

    Note

    For more information about specific GPU models, see Specify GPU models and driver versions for ACS GPU Pods.

    GPU, T4

    Container

    Image Name

    The container image used to deploy the application.

    registry.cn-hangzhou.aliyuncs.com/acs-sample/nginx:latest

    Required Resources

    The amount of GPU, vCPU, and memory resources to allocate to each Pod.

    • GPU: 1

    • CPU: 2 vCPU

    • Memory: 2 GiB

    Volume

    Click Add PVC and then configure the parameters.

    • Mount Source: Select the existing PersistentVolumeClaim.

    • Container Path: Enter the path within the container where the CPFS file system will be mounted.

    • Mount source: pvc-cpfs

    • Container path: /data

    CPU application

    Section

    Parameter

    Description

    Example

    Basic Information

    Application Name

    Enter a unique name for the Deployment. The name must conform to the format requirements shown on the page.

    cpfs-test

    Replicas:

    The number of Pod replicas for the Deployment.

    2

    Instance Type

    The compute type of the Pod.

    CPU, General Purpose

    Container

    Image Name

    The container image used to deploy the application.

    registry.cn-hangzhou.aliyuncs.com/acs-sample/nginx:latest

    Required Resources

    The amount of vCPU and memory resources to allocate to each Pod.

    • CPU: 0.25 vCPU

    • Memory: 0.5 GiB

    Volume

    Click Add PVC and then configure the parameters.

    • Mount Source: Select the existing PersistentVolumeClaim.

    • Container Path: Enter the path within the container where the CPFS file system will be mounted.

    • Mount source: pvc-cpfs

    • Container path: /data

  4. Check the application's status.

    1. On the Deployments page, click the application name.

    2. On the Pods tab, check that the Pods are in the 'Running' state.

Verify CPFS shared and persistent storage

The Deployment created in the previous example contains two Pods, both of which mount the same CPFS file system. You can verify its shared storage and persistent storage as follows:

  • Verify shared storage by creating a file in one Pod and then checking for it in the other Pod.

  • Verify persistent storage by restarting the Deployment and then checking if the data persists in the newly created Pods.

  1. Check the Pods.

    kubectl get pod | grep cpfs-test

    Example output:

    cpfs-test-****-***a   1/1     Running   0          45s
    cpfs-test-****-***b   1/1     Running   0          45s
  2. Verify shared storage.

    1. Create a file in one of the Pods.

      This example uses the Pod named cpfs-test-****-***a:

      kubectl exec cpfs-test-****-***a -- touch /data/test.txt
    2. Check for the file in the other Pod.

      This example uses the Pod named cpfs-test-****-***b:

      kubectl exec cpfs-test-****-***b -- ls /data

      The output, test.txt, confirms that storage is shared.

      test.txt
  3. Verify persistent storage.

    1. Restart the Deployment.

      kubectl rollout restart deploy cpfs-test
    2. Check the Pod status and wait for the new Pods to be created.

      kubectl get pod | grep cpfs-test

      Example output:

      cpfs-test-****-***c   1/1     Running   0          78s
      cpfs-test-****-***d   1/1     Running   0          52s
    3. Verify that the data persists in the new Pod.

      This example uses the Pod named cpfs-test-****-***c:

      kubectl exec cpfs-test-****-***c -- ls /data

      This output confirms that data on the CPFS file system persists and is accessible from the new Pod's mount directory.

      test.txt