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| Section | Weight | Objectives |
|---|---|---|
| Application Environment, Configuration and Security | 25% | - Create and consume Secrets - Configure resource requirements, limits and quotas - Work with ConfigMaps - Use ServiceAccounts - Understand authentication, authorization and admission control - Apply application security settings - Use custom resources and extensions |
| Application Design and Build | 20% | - Understand multi-container Pod design patterns - Choose and use appropriate workload resources - Define, build and modify container images - Utilize persistent and ephemeral volumes |
| Services and Networking | 20% | - Understand and apply NetworkPolicies - Use Ingress rules - Troubleshoot network access - Expose applications via Services |
| Application Observability and Maintenance | 15% | - Monitor applications using CLI tools - Work with container logs - Debug applications in Kubernetes - Implement probes and health checks - Understand API deprecations |
| Application Deployment | 20% | - Use Helm package manager - Manage Deployments, rolling updates and rollbacks - Implement deployment strategies - Work with Kustomize |
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질문 # 87
You have a Deployment named 'wordpress-deployment' that runs 3 replicas of a WordPress container. You want to implement a blue- green deployment strategy for this deployment This strategy should involve creating a new replica set with the updated image, and then gradually shitting traffic to the new replica set. After the traffic has been shifted, the old replica set should be deleted. This process should be fully automated whenever a new image is pushed to the Docker Hub repository 'example/wordpress:latest'
정답：
설명：
See the solution below with Step by Step Explanation.
Explanation:
Solution (Step by Step) :
1. Create a Kubernetes Secret for Docker Hub Credentials:
- You'll need a Secret to securely store your Docker Hub credentials for pulling images. Create a Secret with the following YAML:
- Replace with the base64 encoded content of your Docker Hub credentials file. This file is typically named '~/.docker/config.json' and contains your Docker Hub username and password. You can create this file or update it manually. To encode the file, use a command like 'base64 ~/.docker/config .jsons 2. Create a ConfigMap for Deployment Configuratiom - Create a ConfigMap to hold the image name and any other deployment-specific configuration:
3. Define a Deployment with a Blue-Green Strategy: - Create a Deployment named swordpress-deployment that incorporates the blue-green deployment strategy. This Deployment will have a 'strategy' section with a 'type' of 'Recreate' (for initial deployment) and a 'blueGreenDeploymentStrategy' section: 4. Create a Service.
- Create a Kubernetes Service that exposes your WordPress application. This service will automatically route traffic to the active replica set.
5. Automate the Blue-Green Deployment - Use a 'DeploymentConfig' resource to configure the automatic deployment
6. Apply the resources: - Apply all the YAML files using 'kubectl apply -f' to create the necessary resources. 7. Trigger the Blue-Green Deployment - Push a new image to the Docker Hub repository 'example/wordpress:latest' The 'Deploymentconfig' will automatically trigger the blue-green deployment: -A new replica set with the updated image will be created, and traffic will be shifted to the new replica set gradually - Once the traffic has been shifted, the old replica set will be deleted. Note: This implementation assumes that you are using OpenShift. If you are using a different Kubernetes distribution, the configuration may need to be adjusted SligntlY. ,
질문 # 88
You have a custom resource definition (CRD) named that represents a database resource in your Kubernetes cluster. You want to create a custom operator that automates the creation and management of these database instances. The operator should handle the following:
- Creation: When a new 'database.example.com' resource is created, the operator should provision a new PostgreSQL database instance on the cluster-
- Deletion: When a 'database.example_com' resource is deleted, the operator should clean up the corresponding PostgreSQL database instance.
- Scaling: If the 'spec-replicas' field of the 'database-example.com' resource is updated, the operator should scale the number of database instances accordingly.
Provide the necessary Kubernetes resources, custom operator code, and steps to implement this operator. You should use the 'Operator Framework' to build and deploy this operator
정답：
설명：
See the solution below with Step by Step Explanation.
Explanation:
Solution (Step by Step) :
1. Create the CRD:
- Apply this YAML file to your cluster using ' kubectl apply -f database-crd.yamr. 2. Create the Operator Project: - IJse the Operator Framework' to initialize a new operator project bash operator-sdk init -domain example.com -repo example.com/database-operator --version VO.O. I -license apache2 - Replace 'example_com' with your desired domain name. 3. Define the Custom Resource: - Create a 'database_types.go' file in the 'api/vl' directory of your project. - Define the 'Database' resource as a custom resource struct Go package v1 import ( metavl "k8s.iofapimachinery/pkg/apis/meta/v1" // DatabaseSpec defines the desired state of Database type DatabaseSpec struct { If Replicas specifies the number of database instances to run.
// Password is the password for the database users.
} // DatabaseStatus defines the observed state of Database type DatabaseStatus struct { // Replicas is the actual number of database instances running.
// Ready indicates if the database is ready to accept connections.
}
4. Implement the Controller Logic: - Create a 'database_controller.go' file in the 'controllers' directory- - Implement the logic for creating, deleting, and scaling database instances.
5. Build and Deploy the Operator: - Build the operator using the 'operator-sdk build' command: bash operator-sdk build example.com/database-operator:vO.O.I --local - Deploy the operator to your Kubernetes cluster: bash kubectl apply -f deploy/operator.yaml 6. Test the Operator: - Create a new 'database-example-com' resource:
- Apply the YAML file to your cluster: bash kubectl apply -f my-database.yaml - Verify that the operator creates a PostgreSQL database instance. - Test scaling the database by updating the 'spec.replicas' field of the 'database.example.com' resource. - Delete the 'database.example.com' resource and verify that the operator cleans up the database instance. This step-by-step guide demonstrates a basic example of a custom operator using the Operator Framework. You can Kustomize this operator further to handle more complex operations and integrate with other Kubernetes resources. ,
질문 # 89
Refer to Exhibit.
Context
You have been tasked with scaling an existing deployment for availability, and creating a service to expose the deployment within your infrastructure.
Task
Start with the deployment named kdsn00101-deployment which has already been deployed to the namespace kdsn00101 . Edit it to:
* Add the func=webFrontEnd key/value label to the pod template metadata to identify the pod for the service definition
* Have 4 replicas
Next, create ana deploy in namespace kdsn00l01 a service that accomplishes the following:
* Exposes the service on TCP port 8080
* is mapped to me pods defined by the specification of kdsn00l01-deployment
* Is of type NodePort
* Has a name of cherry
정답：
설명：
Solution:
질문 # 90
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.
정답：
설명：
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.
질문 # 91
Context
You must connect to the correct host . Failure to do so may result in a zero score.
!
[candidate@base] $ ssh ckad00028
Task
A Pod within the Deployment named honeybee-deployment and in namespace gorilla is logging errors.
Look at the logs to identify error messages.
Look at the logs to identify error messages.
Find errors, including User
"system:serviceaccount:gorilla:default" cannot list resource "pods" [ ... ] in the namespace "gorilla" Update the Deployment honeybee-deployment to resolve the errors in the logs of the Pod.
The honeybee-deployment 's manifest file can be found at
/home/candidate/prompt-escargot/honey bee-deployment.yaml
정답：
설명：
See the Explanation below for complete solution.
Explanation:
ssh ckad00028
You're seeing RBAC errors like:
User "system:serviceaccount:gorilla:default" cannot list resource "pods" ... in namespace "gorilla" That means the Pod is running as the default ServiceAccount and needs permission to list pods (and possibly also get/watch).
You must fix it by updating the Deployment (via its manifest file) and giving it the proper RBAC.
1) Confirm the error in logs
kubectl -n gorilla get deploy honeybee-deployment
kubectl -n gorilla logs deploy/honeybee-deployment --tail=200
If it's CrashLooping and you need previous logs:
POD=$(kubectl -n gorilla get pods -l app=honeybee -o jsonpath='{.items[0].metadata.name}' 2>/dev/null || kubectl -n gorilla get pods -o jsonpath='{.items[0].metadata.name}') kubectl -n gorilla logs "$POD" --previous --tail=200 You should see the "cannot list resource pods" line.
2) Create a dedicated ServiceAccount for the app
(Using a dedicated SA is standard practice; the task wants you to "resolve the errors".) kubectl -n gorilla create serviceaccount honeybee-sa kubectl -n gorilla get sa honeybee-sa
3) Create RBAC: Role + RoleBinding (namespaced)
This will allow listing pods in namespace gorilla.
cat <<'EOF' > honeybee-rbac.yaml
apiVersion: rbac.authorization.k8s.io/v1
kind: Role
metadata:
name: honeybee-pod-reader
namespace: gorilla
rules:
- apiGroups: [""]
resources: ["pods"]
verbs: ["get", "list", "watch"]
---
apiVersion: rbac.authorization.k8s.io/v1
kind: RoleBinding
metadata:
name: honeybee-pod-reader-binding
namespace: gorilla
subjects:
- kind: ServiceAccount
name: honeybee-sa
namespace: gorilla
roleRef:
apiGroup: rbac.authorization.k8s.io
kind: Role
name: honeybee-pod-reader
EOF
Apply it:
kubectl apply -f honeybee-rbac.yaml
Quick verification (optional but very useful):
kubectl auth can-i list pods -n gorilla --as=system:serviceaccount:gorilla:honeybee-sa Should return yes.
4) Update the Deployment manifest to use the new ServiceAccount
The manifest is at:
/home/candidate/prompt-escargot/honey bee-deployment.yaml
Because there's a space in the filename, quote it.
4.1 Edit the file
cd /home/candidate/prompt-escargot
ls -l
vi "honey bee-deployment.yaml"
In the Deployment YAML, add (or set) this under:
spec.template.spec:
serviceAccountName: honeybee-sa
Example location:
spec:
template:
spec:
serviceAccountName: honeybee-sa
containers:
- name: ...
Save and exit.
4.2 Apply the updated manifest
kubectl apply -f "/home/candidate/prompt-escargot/honey bee-deployment.yaml"
5) Ensure rollout succeeds and errors are gone
kubectl -n gorilla rollout status deploy honeybee-deployment
kubectl -n gorilla logs deploy/honeybee-deployment --tail=200
Also confirm the pods now run with the right ServiceAccount:
kubectl -n gorilla get pods -o jsonpath='{range .items[*]}{.metadata.name}{" sa="}{.spec.
serviceAccountName}{"\n"}{end}'
You should no longer see the RBAC "cannot list pods" errors.
질문 # 92
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