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Exam Code: CCD-333
Exam Name: Cloudera Certified Developer for Apache Hadoop
Updated: Sep 18, 2026
Q & A: 60 Questions and Answers
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Hadoop Ecosystem Tools | 25% | - Sqoop and Flume for data ingestion - Apache Hive and data warehousing - Apache Pig and data flow scripting - Oozie workflow scheduling |
| Topic 2: Best Practices and Optimization | 15% | - Scalability and fault tolerance - Performance tuning - Debugging and error handling |
| Topic 3: Hadoop Architecture and HDFS | 25% | - HDFS components and design - Data access, replication, and consistency - HDFS API usage |
| Topic 4: MapReduce Design and Development | 35% | - Mappers, reducers, combiners, partitioners - Input/output formats and data serialization - MapReduce workflow and execution - Job configuration and optimization |
Which of the following best describes the workings of TextInputFormat?
Correct Answer: A 🗳️
Explanation: Only visible for ITexamReview members. You can sign-up / login (it's free).
When is the reduce method first called in a MapReduce job?
Correct Answer: B 🗳️
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You have an employee who is a Date Analyst and is very comfortable with SQL. He would like to run ad-hoc analysis on data in your HDFS duster. Which of the following is a data warehousing software built on top of Apache Hadoop that defines a simple SQL-like query language well-suited for this kind of user?
Correct Answer: B 🗳️
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You are running a job that will process a single InputSplit on a cluster which has no other jobs currently running. Each node has an equal number of open Map slots. On which node will Hadoop first attempt to run the Map task?
Correct Answer: C 🗳️
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Your cluster has 10 DataNodes, each with a single 1 TB hard drive. You utilize all your disk capacity for HDFS, reserving none for MapReduce. You implement default replication settings. What is the storage capacity of your Hadoop cluster (assuming no compression)?
Correct Answer: A 🗳️
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