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Cloudera CDP-3002 Exam Syllabus Topics:

Cloudera CDP Data Engineer - Certification Sample Questions:

1. In Hive, what impact does setting the hive.exec.dynamic.partition.mode to nonstrict have on dynamic partitioning operations?

A) It restricts the insertion of data to existing partitions only.
B) It enforces that at least one static partition be specified in the query.
C) It disables dynamic partitioning, requiring all partitions to be predefined.
D) It allows the creation of new partitions dynamically based on the input data values.

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

3. Your Airflow DAG encounters an error during the data transformation stage. What information can you access in the Airflow UI to troubleshoot the issue?

A) The Airflow web server logs might contain relevant information about the error.
B) The DAG run details page displays the task logs, providing insights into the specific error encountered.
C) You need to manually inspect the code for potential issues.
D) All of the above

4. For iterative machine learning algorithms in Spark, which caching level minimizes the trade-off between computation time and storage efficiency?

A) DISK ONLY
B) MEMORY ONLY
C) MEMORY ONLY SER
D) MEMORY AND DISK SER

5. When deploying a packaged PySpark application using 'spark-submit', which option is used to include the packaged dependencies?

A) --py-files
B) --jars
C) -files
D) --packages

Solutions: