Google Professional Data Engineer
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NO.10 Which of the following job types are supported by Cloud Dataproc (select 3 answers)?
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A
Hive
B
Pig
C
YARN
D
Spark
Explanation:
Explanation:
Cloud Dataproc provides out-of-the-box and end-to-end support for many of the most popular job types, including:
- A. Hive - SQL-like query language for Hadoop
- B. Pig - High-level platform for creating MapReduce programs
- D. Spark - Unified analytics engine for large-scale data processing
Why C (YARN) is not correct: YARN (Yet Another Resource Negotiator) is a resource management layer, not a job type. It's the underlying resource manager that Cloud Dataproc uses to run various job types like Hive, Pig, and Spark.
Cloud Dataproc supports additional job types including:
- Spark SQL
- PySpark
- MapReduce
- Custom jobs
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