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Cloudera CDP Data Engineer - Certification Sample Questions:

1. What is the role of an Operator in an Apache Airflow DAG?
A To schedule DAG runs based on time or external triggers

A) To store metadata and logs for tasks and DAGs
B) To monitor the execution of DAGs and provide notifications
C) To represent a single task or a step within a DAG

2. Which component of the Cloudera Data Engineering service is responsible for managing and scheduling data pipelines?

A) Cloudera Navigator
B) Cloudera Manager
C) Cloudera Scheduler
D) CDH Management Console

3. Which security feature offered by the Cloudera Data Engineering service allows granular access control to data pipelines and resources?

A) Apache Ranger
B) Kerberos authentication
C) Role-based access control (RBAC.
D) Cloudera Manager Security

4. When deploying a Spark application in Kubernetes, what is the purpose of specifying the '-conf spark.kubernetes.driver.pod.name=spark-driver-pod' in the 'spark-submit' command?

A) To assign a specific node for the Driver pod.
B) To name the Executor pods.
C) To define the Docker image for the Driver pod.
D) To specify the name of the Spark Driver pod.

5. You're deploying your Airflow ETL pipelines to a production environment. What are some best practices to ensure reliability and scalability?

A) All of the above
B) Utilize version control for your DAG code and configuration files to track changes and facilitate rollbacks.
C) Configure Airflow to run with high resource limits to handle unexpected spikes in workload.
D) Implement robust error handling and retry mechanisms within your DAGs.

Solutions: