​
Event Information

​
Meaning

  • The “Remove Bulk Data from Disk” event in a Kubernetes cluster indicates that a process or user is attempting to delete a large amount of data from a disk.
  • This event could be triggered by a pod or container that is running a script or command to remove a significant volume of data from a persistent volume or local disk.
  • It is important to investigate this event to ensure that the data being removed is intended and authorized, as it could potentially lead to data loss or violation of compliance standards.

​
Remediation

To remediate the event “Remove Bulk Data from Disk” using the Python Kubernetes API, you can follow these steps:
  1. Identify the affected Pod:
    • Use the event details to determine the Pod name or any other relevant information.
    • Run the following command to get the Pod details: 
      kubectl get pods <pod-name> -o yaml > pod.yaml
  2. Use and Review Role-Based Access Control (RBAC):
    • Ensure that only authorized users and service accounts have permissions to delete data from volumes.
    • Use the following commands to inspect roles and permissions:
     kubectl get roles --all-namespaces
 kubectl get rolebindings --all-namespaces


3. Create a Kubernetes Job to restore the deleted data:
 - Create a YAML manifest file (e.g., `remediation-job.yaml`) with the following content:
   ```yaml
   apiVersion: batch/v1
   kind: Job
   metadata:
     name: data-restoration-job
   spec:
     template:
       spec:
         containers:
         - name: data-restoration-container
           image: <image-with-python-and-data-restoration-script>
           command: ["python", "data_restoration_script.py"]
           volumeMounts:
           - name: data-volume
             mountPath: /data
         restartPolicy: Never
         volumes:
         - name: data-volume
           persistentVolumeClaim:
             claimName: <pvc-name>
  • Replace <image-with-python-and-data-restoration-script> with the image that contains the Python script for data restoration.
  • Replace <pvc-name> with the name of the PersistentVolumeClaim (PVC) that contains the deleted data.
  1. Apply the remediation Job:
    • Run the following command to apply the Job manifest: 
      kubectl apply -f remediation-job.yaml
Please note that the above steps assume you have a Python script (data_restoration_script.py) that can restore the deleted data. You need to replace <image-with-python-and-data-restoration-script> with the actual image that contains this script. Additionally, make sure to replace <pod-name> and <pvc-name> with the appropriate values based on your environment.