Cloudera CCD-333 Questions & Answers - in .pdf
- Total Q&A: 60
- Update: May 26, 2026
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- Vendor: Cloudera
- Exam Code: CCD-333
- Exam Name: Cloudera Certified Developer for Apache Hadoop
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Cloudera CCD-333 Q&A - Testing Engine
- Total Q&A: 60
- Update: May 26, 2026
- Price: $59.99
- Vendor: Cloudera
- Exam Code: CCD-333
- Exam Name: Cloudera Certified Developer for Apache Hadoop
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Cloudera Certified Developer for Apache Hadoop Sample Questions:
1. You have the following key value pairs as output from your Map task:
(The, 1)
(Fox, 1)
(Runs, 1)
(Faster, 1)
(Than, 1)
(The, 1)
(Dog, 1)
How many keys will be passed to the reducer?
A) Two
B) One
C) Three
D) Six
E) Four
F) Five
2. You have written a Mapper which invokes the following five calls to the outputcollector.collect method:

How many times will the Reducer's reduce method be invoked.
A) 5
B) 6
C) 0
D) 3
E) 1
3. Which of the following statements most accurately describes the relationship between MapReduce and Pig?
A) Pig programs rely on MapReduce but are extensible, allowing developers to do special-purpose processing not provided by MapReduce.
B) Pig provides no additional capabilities to MapReduce. Pig programs are executed as MapReduce jobs via the Pig interpreter.
C) Pig provides the additional capability of allowing you to control the flow of multiple MapReduce jobs.
D) Pig provides additional capabilities that allow certain types of data manipulation not possible with MapReduce.
4. Which of the following best describes the workings of TextInputFormat?
A) Input file splits may cross line breaks. A line that crosses file splits is read by the RecordReader of the split that contains the beginning of the broken line.
B) Input file splits may cross line breaks. A line that crosses tile splits is ignored.
C) The input file is split exactly at the line breaks, so each Record Reader will read a series of complete lines.
D) Input file splits may cross line breaks. A line that crosses file splits is read by the RecordReader of the split that contains the end of the broken line.
E) Input file splits may cross line breaks. A line that crosses file splits is read by the RecordReaders of both splits containing the broken line.
5. Custom programmer-defined counters in MapReduce are:
A) Lightweight devices for ensuring the correctness of a MapReduce program. Mappers Increment counters, and reducers decrement counters. If at the end of the program the counters read zero, then you are sure that the job completed correctly.
B) Lightweight devices for synchronization within MapReduce programs. You can use counters to coordinate execution between a mapper and a reducer.
C) Lightweight devices for bookkeeping within MapReduce programs.
Solutions:
Question # 1 Answer: D | Question # 2 Answer: D | Question # 3 Answer: C | Question # 4 Answer: D | Question # 5 Answer: C |
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