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Linux Foundation CKAD Exam Syllabus Topics:

SectionObjectives
State Persistence- PersistentVolumes and PersistentVolumeClaims
- Storage classes and volume mounting
Application Environment, Configuration and Security- Security contexts and service accounts
- ConfigMaps and Secrets usage
Application Observability and Maintenance- Understand probes and health checks
- Monitor and troubleshoot applications
Services and Networking- Ingress basics
- Services (ClusterIP, NodePort)
- Pod networking concepts
Application Deployment- Understand rolling updates and rollbacks
- Use Kubernetes primitives to implement deployments
Application Design and Build- Understand multi-container Pod design patterns
- Understand Jobs and CronJobs
- Define, build and modify container images

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Linux Foundation Certified Kubernetes Application Developer Exam Sample Questions (Q67-Q72):

NEW QUESTION # 67
You have a Deployment for a web application that uses a separate Redis cache pod for session management. You want to ensure that each web application pod can access a dedicated Redis instance for session management and avoid contention. Explain how you can use a PersistentVolumeClaim and StatetulSet to achieve this.

Answer:

Explanation:
See the solution below with Step by Step Explanation.
Explanation:
Solution (Step by Step) :
I). Create a PersistentVoIumeClaim:
- Create a PersistentVoIumeCIaim (PVC) to request persistent storage for each Redis instance.
- Specify the storage size, access modes, and other requirements based on your needs.
- Example:

2. Create a StatefulSet: - Define a StatefulSet for the Redis pods. - Associate each Redis pod with a unique PVC, ensuring that each pod gets its own dedicated persistent volume. - Example:

3. Configure the Deployment: - Denne tne web application pod Within a Deployment. - Use a Service (e.g., 'redis-service') to access the Redis instances. - Make sure the web application's code can access the Redis instances using the service name. - Example:

4. Deploy and Test - Deploy tne PersistentVolumeClaim, StatefulSet, and Deployment. - Test the web application to ensure that each pod can access its own dedicated Redis instance and session data is correctly managed Without contention. 5. Important: - StatefulSets ensure that each pod has a unique hostname and persistent storage, making them suitable for managing stateful applications. - This approach helps isolate Redis instances, preventing session data conflicts and ensuring the scalability of your web application. ,


NEW QUESTION # 68
You need to implement a mechanism for automatically rolling out new versions of your application pods. This process should be triggered by a change in tne application's container image tag in a Docker Hub repository.

Answer:

Explanation:
See the solution below with Step by Step Explanation.
Explanation:
Solution (Step by Step) :
1. Configure the Deployment for Rolling Updates:
- IJpdate your application deployment to specify a 'rollinglJpdate' strategy
- Set 'maxunavailable' and 'maxSurge' to control the rolling update process-
- Include a 'strategy.type' to 'Rollingupdates
- Set ' imagePullPolicy' to 'Always' to ensure that new images are always pulled from the Docker Hub repository.

2. Apply the Deployment: - Apply the updated deployment using 'kubectl apply -f your-application-deployment-yamr 3. Push a New Image to Docker Hub: - UPdate your application's container image in the Docker Hub repository and push the new image With a different tag. For example, update the tag from "latest to 'v2'. 4. Monitor the Deployment: - Observe the rolling update process using 'kubectl get pods -l app=your-application'. You should see new pods with the updated image being created and old pods being terminated. 5. Verify the Update: - Once the rolling update is complete, use 'kubectl describe deployment your-application-deployment to verify that the 'updatedReplicas' field matches the 'replicas' field. This confirms that the update was successful. ,


NEW QUESTION # 69
Refer to Exhibit.

Set Configuration Context:
[student@node-1] $ | kubectl
Config use-context k8s
Context
A pod is running on the cluster but it is not responding.
Task
The desired behavior is to have Kubemetes restart the pod when an endpoint returns an HTTP 500 on the /healthz endpoint. The service, probe-pod, should never send traffic to the pod while it is failing. Please complete the following:
* The application has an endpoint, /started, that will indicate if it can accept traffic by returning an HTTP 200. If the endpoint returns an HTTP 500, the application has not yet finished initialization.
* The application has another endpoint /healthz that will indicate if the application is still working as expected by returning an HTTP 200. If the endpoint returns an HTTP 500 the application is no longer responsive.
* Configure the probe-pod pod provided to use these endpoints
* The probes should use port 8080

Answer:

Explanation:
Solution:
To have Kubernetes automatically restart a pod when an endpoint returns an HTTP 500 on the /healthz endpoint, you will need to configure liveness and readiness probes on the pod.
First, you will need to create a livenessProbe and a readinessProbe in the pod's definition yaml file. The livenessProbe will check the /healthz endpoint, and if it returns an HTTP 500, the pod will be restarted. The readinessProbe will check the /started endpoint, and if it returns an HTTP 500, the pod will not receive traffic.
Here's an example of how you can configure the liveness and readiness probes in the pod definition yaml file:
apiVersion: v1
kind: Pod
metadata:
name: probe-pod
spec:
containers:
- name: probe-pod
image: <image-name>
ports:
- containerPort: 8080
livenessProbe:
httpGet:
path: /healthz
port: 8080
initialDelaySeconds: 15
periodSeconds: 10
failureThreshold: 3
readinessProbe:
httpGet:
path: /started
port: 8080
initialDelaySeconds: 15
periodSeconds: 10
failureThreshold: 3
The httpGet specifies the endpoint to check and the port to use. The initialDelaySeconds is the amount of time the pod will wait before starting the probe. periodSeconds is the amount of time between each probe check, and the failureThreshold is the number of failed probes before the pod is considered unresponsive.
You can use kubectl to create the pod by running the following command:
kubectl apply -f <filename>.yaml
Once the pod is created, Kubernetes will start monitoring it using the configured liveness and readiness probes. If the /healthz endpoint returns an HTTP 500, the pod will be restarted. If the /started endpoint returns an HTTP 500, the pod will not receive traffic.
Please note that if the failure threshold is set to 3, it means that if the probe fails 3 times consecutively it will be considered as a failure.
The above configuration assumes that the application is running on port 8080 and the endpoints are available on the same port.


NEW QUESTION # 70
Context

Task
Create a new deployment for running.nginx with the following parameters;
* Run the deployment in the kdpd00201 namespace. The namespace has already been created
* Name the deployment frontend and configure with 4 replicas
* Configure the pod with a container image of lfccncf/nginx:1.13.7
* Set an environment variable of NGINX__PORT=8080 and also expose that port for the container above

Answer:

Explanation:
Solution:




NEW QUESTION # 71
You must connect to the correct host . Failure to do so may result in a zero score.
[candidate@base] $ ssh ckad00034c
Task
A Deployment named content-marlin-deployment , running in namespace content-marlin is exposed via Ingress content-marlin-ingress .
The manifest files for the Deployment, Service and Ingress can be found at /home/candidate/content-marlin/.
The Deployment is supposed to be reachable at
http://content-marlin.local/content-marlin , but requesting this URL is currently returning an error.

Answer:

Explanation:
See the Explanation below for complete solution.
Explanation:
ssh ckad00034c
You're debugging an Ingress # Service # Deployment chain. The fastest way is:
* reproduce the error with the right Host header
* check Ingress rules (host/path/backend)
* check Service (selector/port/targetPort)
* check Endpoints (do we have ready pods?)
* fix the manifest(s) under /home/candidate/content-marlin/
* apply + re-test
Below are the exact commands + the most common fixes for this exact symptom.
1) Reproduce the failing request correctly
Even if DNS isn't set up, you can test with a Host header:
curl -i -H "Host: content-marlin.local"
http://127.0.0.1/content-marlin
If your ingress controller is not on localhost, find the NodePort/LoadBalancer IP. In these labs it's often localhost via a local proxy, but if needed:
kubectl get svc -A | egrep -i 'ingress|nginx'
kubectl get nodes -o wide
(But start with the localhost curl above.)
2) Inspect the provided manifests (this is what you must edit)
cd /home/candidate/content-marlin/
ls -l
sed -n '1,200p' *.yaml
Also view what's currently live in the cluster:
kubectl -n content-marlin get deploy,svc,ingress
kubectl -n content-marlin describe ingress content-marlin-ingress
kubectl -n content-marlin get ingress content-marlin-ingress -o yaml
What to look for in the Ingress:
* spec.rules.host should be content-marlin.local
* spec.rules.http.paths[].path should match /content-marlin
* Backend service name must be your service
* Backend service port must match the service port (name or number)
* pathType should be Prefix (usually safest)
3) Validate Service # Pod wiring (most common real cause)
3.1 Check service selector and ports
kubectl -n content-marlin get svc -o wide
kubectl -n content-marlin describe svc content-marlin-deployment 2>/dev/null || true kubectl -n content-marlin describe svc Identify the service that the Ingress points to (from describe ingress).
Check if the Service selector matches pod labels:
kubectl -n content-marlin get pods --show-labels
kubectl -n content-marlin get svc <SERVICE_NAME> -o jsonpath='{.spec.selector}{"\n"}'
3.2 Check endpoints (this tells you instantly if traffic can reach pods) kubectl -n content-marlin get endpoints kubectl -n content-marlin get endpoints <SERVICE_NAME> -o wide
* If ENDPOINTS is empty # Service selector doesn't match Pods OR Pods aren't Ready.
3.3 If endpoints empty, check pod readiness and labels
kubectl -n content-marlin get pods -o wide
kubectl -n content-marlin describe pod <pod-name>
4) Apply the most likely fix patterns
Fix pattern A: Ingress path needs rewrite
If your app serves / but you route /content-marlin, you often need rewrite.
Edit content-marlin-ingress manifest (in /home/candidate/content-marlin/) to include:
* path: /content-marlin
* pathType: Prefix
* annotation: rewrite to / (common for nginx ingress)
Example (typical nginx-ingress):
metadata:
annotations:
nginx.ingress.kubernetes.io/rewrite-target: /
spec:
rules:
- host: content-marlin.local
http:
paths:
- path: /content-marlin
pathType: Prefix
backend:
service:
name: <SERVICE_NAME>
port:
number: 80
If your ingress controller is not nginx, rewrite annotation may differ. But in CKAD labs, it's very often nginx.
Fix pattern B: Ingress points to wrong Service port
If the Ingress backend says port 80 but your Service exposes 8080 (or uses a named port), align them:
* Either change Ingress backend port.number
* Or change Service spec.ports[].port / targetPort
Fix pattern C: Service selector mismatch (endpoints empty)
If pods have label app=content-marlin but service selector is app=content-marlin-deployment (or vice versa), fix the Service selector to match pod labels.
Service should have:
spec:
selector:
app: <label-that-actually-exists-on-pods>
Fix pattern D: Service targetPort wrong
If container listens on 8080 but service targetPort is 80, fix it:
spec:
ports:
- port: 80
targetPort: 8080
5) Apply the corrected manifests
After editing the YAMLs under /home/candidate/content-marlin/:
kubectl apply -f /home/candidate/content-marlin/
Wait for readiness:
kubectl -n content-marlin rollout status deploy content-marlin-deployment kubectl -n content-marlin get endpoints kubectl -n content-marlin describe ingress content-marlin-ingress
6) Re-test the URL
curl -i -H "Host: content-marlin.local"
http://127.0.0.1/content-marlin
If you still get errors, also check ingress controller logs/events quickly:
kubectl -n content-marlin get events --sort-by=.lastTimestamp | tail -n 30 kubectl get pods -A | egrep -i 'ingress|nginx' The fastest way for you to finish in 1 shot Run these and paste the output (I'll tell you exactly which line to change and what to change it to):
kubectl -n content-marlin describe ingress content-marlin-ingress
kubectl -n content-marlin get svc -o wide
kubectl -n content-marlin get endpoints -o wide
kubectl -n content-marlin get pods --show-labels
sed -n '1,200p' /home/candidate/content-marlin/*.yaml
But even without pasting, if you follow steps 2-4 above, you'll find the broken link (Ingress rule, Service port, selector, or rewrite) and fix it cleanly.


NEW QUESTION # 72
......

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