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Cloudera Certified Developer for Apache Hadoop Sample Questions:
1. Given a directory of files with the following structure: line number, tab character, string:
Example:
1.abialkjfjkaoasdfjksdlkjhqweroij
2.kadf jhuwqounahagtnbvaswslmnbfgy
3.kjfteiomndscxeqalkzhtopedkfslkj
You want to send each line as one record to your Mapper. Which InputFormat would you use to complete the line: setInputFormat (________.class);
A) SequenceFileAsTextInputFormat
B) SequenceFileInputFormat
C) KeyValueTextInputFormat
D) BDBInputFormat
2. 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) Five
C) Six
D) Three
E) One
F) Four
3. You have a large dataset of key-value pairs, where the keys are strings, and the values are integers. For each unique key, you want to identify the largest integer. In writing a MapReduce program to accomplish this, can you take advantage of a combiner?
A) Yes, as long as all the keys fit into memory on each node.
B) Yes, but the number of unique keys must be known in advance.
C) Yes, as long as all the integer values that share the same key fit into memory on each node.
D) Yes.
E) No, a combiner would not be useful in this case.
4. To process input key-value pairs, your mapper needs to load a 512 MB data file in memory. What is the best way to accomplish this?
A) Serialize the data file, insert it in the Jobconf object, and read the data into memory in the configure method of the mapper.
B) Place the data file in theDistributedCacheand read the data into memory in the map method of the mapper.
C) Place the datafile in the DataCache and read the data into memory in the configure method ofthe mapper.
D) Place the data file in theDistributedCacheand read the data into memory in the configure method of the mapper.
5. Which of the Following best describes the lifecycle of a Mapper?
A) The JobTracker calls the FastTracker's configure () method, then its map () method and finally its closer ()
B) The TaskTracker spawns a new Mapper to process all records in a single input split.
C) The TaskTracker spawns a new Mapper to process each key-value pair.
D) The JobTracker spawns a new Mapper to process all records in a single file.
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: C | Question # 3 Answer: D | Question # 4 Answer: B | Question # 5 Answer: C |








