Download Cloudera : CDP-3002 Questions & Answers as PDF & Test Software
Updated: Jun 11, 2026
No. of Questions: 320 Questions & Answers with Testing Engine
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Cloudera CDP Data Engineer - Certification Sample Questions:
1. In the context of packaging a PySpark application, what is the purpose of the 'requirements.txt' file?
A) To define the Spark version compatible with the application.
B) To list all the third-party dependencies required by the application.
C) To specify the Python version required for the application.
D) To list the environment variables needed for the application.
2. In a PySpark application running on Kubernetes, you want to enable dynamic allocation of Executors. Which configuration setting is essential to turn on this feature?
A) 'spark.kubernetes.executor.dynamicAllocation'
B) 'spark.executor.instances'
C) 'spark.kubernetes.dynamicAllocation.enabled'
D) 'spark.dynamicAllocation.enabled'
3. You are setting up a Spark Driver pod in Kubernetes and need to specify resource requests and limits. Which of the following configurations ensures that the Spark Driver has at least 1 CPU and 1 Gi of memory but can use up to 2 CPUs and 2 Gi of memory if available?
A) Option D
B) Option C
C) Option A
D) Option B
4. In a Kubernetes environment, you want to restrict the communication to your Spark application pods to only allow traffic from pods in a specific namespace. Which Kubernetes feature would you use to implement this?
A) Deployments
B) Network Policies
C) Service Mesh
D) StatefulSets
5. Which Airflow component is responsible for executing task instances in a distributed manner?
A) Executor
B) Scheduler
C) Webserver
D) Worker
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: D | Question # 3 Answer: D | Question # 4 Answer: B | Question # 5 Answer: A |
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