Deep Dive: Kubernetes CSI Drivers
Container Storage Interface (CSI) drivers provide a standardized way to expose storage systems to container orchestrators like Kubernetes. This deep dive explores CSI architecture, implementation, and best practices.
Architecture Overview
Component Architecture
Kubernetes -> CSI Controller -> Storage Provider
-> CSI Node -> Volume Mount
-> CSI Identity -> Driver Registration
Key Components
CSI Controller
- Volume Provisioning
- Volume Attachment
- Snapshot Management
- Volume Expansion
CSI Node
- Volume Mount/Unmount
- Volume Format
- Volume Metrics
CSI Identity
- Driver Registration
- Capability Reporting
- Health Monitoring
CSI Implementation
1. Driver Interface
// CSI Controller Service
type ControllerServer interface {
CreateVolume(context.Context, *CreateVolumeRequest) (*CreateVolumeResponse, error)
DeleteVolume(context.Context, *DeleteVolumeRequest) (*DeleteVolumeResponse, error)
ControllerPublishVolume(context.Context, *ControllerPublishVolumeRequest) (*ControllerPublishVolumeResponse, error)
ControllerUnpublishVolume(context.Context, *ControllerUnpublishVolumeRequest) (*ControllerUnpublishVolumeResponse, error)
ValidateVolumeCapabilities(context.Context, *ValidateVolumeCapabilitiesRequest) (*ValidateVolumeCapabilitiesResponse, error)
ListVolumes(context.Context, *ListVolumesRequest) (*ListVolumesResponse, error)
GetCapacity(context.Context, *GetCapacityRequest) (*GetCapacityResponse, error)
ControllerGetCapabilities(context.Context, *ControllerGetCapabilitiesRequest) (*ControllerGetCapabilitiesResponse, error)
CreateSnapshot(context.Context, *CreateSnapshotRequest) (*CreateSnapshotResponse, error)
DeleteSnapshot(context.Context, *DeleteSnapshotRequest) (*DeleteSnapshotResponse, error)
ListSnapshots(context.Context, *ListSnapshotsRequest) (*ListSnapshotsResponse, error)
ControllerExpandVolume(context.Context, *ControllerExpandVolumeRequest) (*ControllerExpandVolumeResponse, error)
}
2. Storage Class Configuration
apiVersion: storage.k8s.io/v1
kind: StorageClass
metadata:
name: csi-storage
provisioner: example.csi.k8s.io
parameters:
type: ssd
fsType: ext4
reclaimPolicy: Delete
allowVolumeExpansion: true
mountOptions:
- discard
volumeBindingMode: WaitForFirstConsumer
Volume Management
1. Volume Operations
# Persistent Volume Claim
apiVersion: v1
kind: PersistentVolumeClaim
metadata:
name: csi-pvc
spec:
accessModes:
- ReadWriteOnce
resources:
requests:
storage: 10Gi
storageClassName: csi-storage
2. Volume Snapshot
# Volume Snapshot Class
apiVersion: snapshot.storage.k8s.io/v1
kind: VolumeSnapshotClass
metadata:
name: csi-snapclass
driver: example.csi.k8s.io
deletionPolicy: Delete
# Volume Snapshot
apiVersion: snapshot.storage.k8s.io/v1
kind: VolumeSnapshot
metadata:
name: csi-snapshot
spec:
volumeSnapshotClassName: csi-snapclass
source:
persistentVolumeClaimName: csi-pvc
Driver Deployment
1. Controller Deployment
apiVersion: apps/v1
kind: Deployment
metadata:
name: csi-controller
spec:
replicas: 1
selector:
matchLabels:
app: csi-controller
template:
metadata:
labels:
app: csi-controller
spec:
serviceAccount: csi-controller-sa
containers:
- name: csi-provisioner
image: k8s.gcr.io/sig-storage/csi-provisioner:v3.0.0
- name: csi-attacher
image: k8s.gcr.io/sig-storage/csi-attacher:v3.0.0
- name: csi-snapshotter
image: k8s.gcr.io/sig-storage/csi-snapshotter:v4.0.0
- name: csi-resizer
image: k8s.gcr.io/sig-storage/csi-resizer:v1.0.0
- name: csi-plugin
image: example/csi-driver:v1.0.0
2. Node Plugin
apiVersion: apps/v1
kind: DaemonSet
metadata:
name: csi-node
spec:
selector:
matchLabels:
app: csi-node
template:
metadata:
labels:
app: csi-node
spec:
containers:
- name: csi-driver-registrar
image: k8s.gcr.io/sig-storage/csi-node-driver-registrar:v2.0.0
- name: csi-plugin
image: example/csi-driver:v1.0.0
securityContext:
privileged: true
volumeMounts:
- name: plugin-dir
mountPath: /csi
- name: registration-dir
mountPath: /registration
Performance Tuning
1. Volume Configuration
apiVersion: storage.k8s.io/v1
kind: StorageClass
metadata:
name: csi-performance
parameters:
type: premium-ssd
iops: "5000"
throughput: "125"
caching: "ReadWrite"
2. Resource Management
apiVersion: v1
kind: Pod
metadata:
name: csi-controller
spec:
containers:
- name: csi-plugin
resources:
requests:
memory: "512Mi"
cpu: "250m"
limits:
memory: "1Gi"
cpu: "500m"
Monitoring and Metrics
1. CSI Metrics
apiVersion: monitoring.coreos.com/v1
kind: ServiceMonitor
metadata:
name: csi-metrics
spec:
endpoints:
- port: metrics
interval: 30s
selector:
matchLabels:
app: csi-driver
2. Volume Metrics
apiVersion: storage.k8s.io/v1
kind: CSIDriver
metadata:
name: example.csi.k8s.io
spec:
podInfoOnMount: true
volumeLifecycleModes:
- Persistent
- Ephemeral
requiresRepublish: true
storageCapacity: true
Troubleshooting
Common Issues
- Volume Provisioning Issues
# Check CSI controller logs
kubectl logs -n kube-system csi-controller-0 -c csi-provisioner
# Check PVC status
kubectl describe pvc csi-pvc
# Verify storage class
kubectl get storageclass csi-storage -o yaml
- Mount Problems
# Check node plugin logs
kubectl logs -n kube-system csi-node-xxxxx -c csi-plugin
# Verify volume mount
kubectl exec -it pod-name -- mount | grep csi
# Check volume metrics
kubectl get --raw /api/v1/nodes/node-name/stats/summary
- Driver Registration Issues
# Check registration status
kubectl get csidrivers
# Verify node plugin registration
ls /var/lib/kubelet/plugins_registry/
# Check kubelet logs
journalctl -u kubelet | grep csi
Best Practices
High Availability
- Deploy multiple controller replicas
- Use pod anti-affinity
- Configure proper leader election
- Implement health checks
Security
- Use service accounts
- Configure RBAC properly
- Enable volume encryption
- Implement proper secrets management
Performance
- Configure volume limits
- Use appropriate storage class
- Monitor volume metrics
- Implement proper QoS
Advanced Features
1. Volume Expansion
apiVersion: v1
kind: PersistentVolumeClaim
metadata:
name: csi-pvc
spec:
accessModes:
- ReadWriteOnce
resources:
requests:
storage: 20Gi # Increased size
storageClassName: csi-storage
2. Volume Cloning
apiVersion: v1
kind: PersistentVolumeClaim
metadata:
name: cloned-pvc
spec:
dataSource:
name: source-pvc
kind: PersistentVolumeClaim
accessModes:
- ReadWriteOnce
resources:
requests:
storage: 10Gi
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