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Linux Foundation Certified Kubernetes Application Developer Exam Sample Questions (Q51-Q56):NEW QUESTION # 51
You are deploying a microservice application that requires secure access to an external database. The database credentials are stored as environment variables Within the application container. You want to create a Kubernetes secret that securely stores these credentials and can be mounted as a file in the container.
Answer:
Explanation:
See the solution below with Step by Step Explanation.
Explanation:
Solution (Step by Step) :
1. Create a Kubernetes Secret:
- Create a YAML file, for example, 'database-secret.yamr , with the following content:

- Replace ". ". ". and with the actual values, Base64 encoded. You can use the 'base64' command to encode the values: bash echo "your _ username" | base64 echo 'Your_password" | base64 echo "your _ host" | base64 echo "your _ port" | base64 2. Apply the Secret: - Apply the secret to your Kubernetes cluster: bash kubectl apply -f database-secret.yaml 3. Modify the Deployment: - Modify your Deployment YAML file to mount the secret as a file:

4. Apply the Updated Deployment: - Apply the updated Deployment YAML file using: bash kubectl apply -f my-microservice-deployment.yaml 5. Accessing Credentials: - The application container can now access the environment variables from the secret using 'process-env-DATABASE USER , 'process.env.DATABASE_PASSWORD', etc. Additionally, the secret data is mounted as a file at '/var/secrets/database'.
NEW QUESTION # 52
You have a Deployment named 'my-app' that runs 3 replicas of a Python application. You need to implement a bluetgreen deployment strategy where only a portion of the traffic is directed to the new version of the application initially. After successful validation, you want to gradually shift traffic to the new version until all traffic is directed to it. You'll use a new image tagged for the new version.
Answer:
Explanation:
See the solution below with Step by Step Explanation.
Explanation:
Solution (Step by Step) :
1. Create a new Deployment for the new version:
- Create a new Deployment file called 'my-app-v2.yaml'
- Define the 'replicas' to be the same as the original Deployment.
- Set the 'image' to 'my-app:v2'
- Ensure the 'metadata-name' is different from the original deployment.
- Use the same 'selector.matchLabelS as the original Deployment.
- Create the Deployment using 'kubectl apply -f my-app-v2.yaml'.

2. Create a Service for tne new Deployment: - Create a new Service file called 'my-app-v2-service.yaml'. - Define the 'selector' to match the labels of the 'my-app-v2 Deployment. - Set the 'type' to 'LoadBalancer' or 'NodePort' (depending on your environment) to expose the service. - Create the Service using 'kubectl apply -f my-app-v2-service.yaml"

3. Create an Ingress (or Route) for traffic routing: - Create an Ingress (or Route) file called 'my-app-ingress.yaml' - Define the 'host' to match your domain or subdomain. - Use a 'rules' section with two 'http' rules: one for the original Deployment C my-app-service' in this example) and one tor the new Deployment my- app-v2-service' in this example). - Define a 'path' for each rule to define the traffic routing. For example, you could route 'r to 'my-app-service' and ','v2 to 'my-app-v2-services - Create the Ingress (or Route) using 'kubectl apply -f my-app-ingress.yaml'

4. Test the new version: - Access the my-app.example.com/v2 endpoint to test the new version of your application. - Validate the functionality of the new version. 5. Gradually shift traffic: - You can adjust the 'path' rules in the Ingress (or Route) to gradually shift traffic to the new version. For example, you could define a 'path' like S/v2/beta' and then later change it to '/v2 - Alternatively, you can use a LoadBalancer controller like Kubernetes Ingress Controller (Nginx or Traefik) to configure traffic splitting using weights or headers. 6. Validate the transition: - Continue monitoring traffic and application health during the gradual shift. - Ensure a smooth transition to the new version without impacting users. 7. Delete the old Deployment and Service: - Once all traffic is shifted to the new version and you are confident in its performance, delete the old Deployment and Service C kubectl delete deployment my-app' and 'kubectl delete service my-app-service') to complete the blue/green deployment process. Note: This is a simplified example. In a real production environment, you would likely need to implement additional steps for: - Health checks: Ensure the new version is healthy before shifting traffic. - Rollback: Implement a rollback mechanism to quickly revert to the previous version if needed. - Configuration management: Store and manage configuration settings consistently across deployments. - Monitoring and logging: Monitor the new version for performance and health issues. ,
NEW QUESTION # 53
You have a Deployment named 'api-deployment' that runs an API server. The API server handles sensitive data and must have strong security measures. You want to ensure that all pods within the Deployment are running with a specific security context that limits their capabilities. Describe the steps to configure a Securitycontext in the Deployment to enforce these security restrictions.
Answer:
Explanation:
See the solution below with Step by Step Explanation.
Explanation:
Solution (Step by Step) :
1. Define the SecurityContext:
- Add a 'securityContext' section to the container definition Within the Deployment's template.
- Define the desired security restrictions Within the 'securityContext sectiom
- 'runAsLJser': Specifies the user ID under which the container should run.
- 'runAsGroup': Defines the group ID for the container.
- 'tsGroup': Sets the supplemental group ID for the container, giving access to specific files and directories.
- 'readOnlyRootFilesystem': Specifies whether the container should have read-only access to the root filesystem.
- 'capabilities': Configures the allowed capabilities for the container, limiting its privileges.

2. Apply the Deployment: - Use 'kubectl apply -f api-deployment_yamr to update the Deployment with the security context configuration. 3. Verify the Security Context: - Examine the pod details using 'kubectl describe pod -I app=api-server' to confirm that the SecurityContext is applied to the containers. 4. Test Security Measures: - Run tests to ensure the security context is effectively limiting the capabilities of the API server pods.
NEW QUESTION # 54

Task
A deployment is falling on the cluster due to an incorrect image being specified. Locate the deployment, and fix the problem.
Answer:
Explanation:
See the solution below
Explanation
create deploy hello-deploy --image=nginx --dry-run=client -o yaml > hello-deploy.yaml Update deployment image to nginx:1.17.4: kubectl set image deploy/hello-deploy nginx=nginx:1.17.4
NEW QUESTION # 55
You are running a critical application that requires high availability and minimal downtime during updates. Your current deployment strategy uses a single Deployment with 3 replicas. You need to ensure that during updates, only one pod is unavailable at any given time, minimizing service disruption. Design a deployment strategy that meets this requirement and allows for seamless updates.
Answer:
Explanation:
See the solution below with Step by Step Explanation.
Explanation:
Solution (Step by Step) :
1. Define Rolling Update Strategy:
- In your Deployment configuration, specify the rolling update strategy with 'maxunavailable: 1 s and 'maxSurge: O'. This ensures that during updates, only one pod is taken down at a time, while the remaining two continue serving traffic.

2. Use Liveness and Readiness Probes: - Configure liveness and readiness probes for your application containers. Liveness probes Check tne nealth of running containers and restan them if unhealthy. Readiness probes check if a container is ready to receive traffic. - This ensures that only healthy pods are marked as ready, and traffic is routed only to ready pods.

3. Implement Horizontal Pod Autoscaling (HPA): - Set up HPA to automatically scale the number of pods based on CPU or memory utilization- This ensures that the application can handle increased trattiC during updates without compromising performance. - You can configure the desired minimum and maximum replicas for the HPA based on your application's requirements. 4. Use Service with Session Affinity: - Configure your Service to use 'ClientlP' or 'Cookie' session affinity. This ensures that client connections are consistently routed to the same pod during the rolling update, minimizing disruption for users.

5. Use Daemonsets for System Components: - If you have any system components (like monitoring agents or log collectors) that need to run on every node in the cluster, use DaemonSets instead of Deployments. - DaemonSets ensure that these components are always running on all nodes, even during node restarts or updates, ensuring continuous monitoring and logging.
NEW QUESTION # 56
......
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