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Cloudera Certified Developer for Apache Hadoop Sample Questions:
1. During the standard sort and shuffle phase of MapReduce, keys and values are passed to reducers. Which of the following is true?
A) Keys are presented to a reducer in sorted order; values for a given key are not sorted.
B) Keys are presented to a reducer in random order; values for a given key are sorted in ascending order.
C) Keys are presented to a reducer in random order; values for a given key are not sorted.
D) Keys are presented to a reducer in soiled order; values for a given key are sorted in ascending order.
2. Which MapReduce daemon runs on each slave node and participates in job execution?
A) Secondary NameNode
B) NameNode
C) JobTracker
D) TaskTracker
3. In a MapReduce job, the reducer receives all values associated with the same key. Which statement is most accurate about the ordering of these values?
A) The values are arbitrarily ordered, and the ordering may vary from run to run of the same MapReduce job.
B) Since the values come from mapper outputs, the reducers will receive contiguous sections of sorted values.
C) The values are in sorted order.
D) The values are arbitrarily ordered, but multiple runs of the same MapReduce job will always have the same ordering.
4. For each input key-value pair, mappers can emit:
A) As many intermediate key-value pairs as desired, but they cannot be of the same type as the input key-value pair.
B) One intermediate key value pair, but of the same type.
C) As many intermediate key value pairs as desired, as long as all the keys have the same type and all the values have the same type.
D) As many intermediate key-value pairs as desired. There are no restrictions on the types of those key-value pairs (i.e., they can be heterogeneous).
E) One intermediate key value pair, of a different type.
5. You need to create a job that does frequency analysis on input data. You will do this by writing a Mapper that uses TextInputForma and splits each value (a line of text from an input file) into individual characters. For each one of these characters, you will emit the character as a key and as IntWritable as the value. Since this will produce proportionally more intermediate data than input data, which resources could you expect to be likely bottlenecks?
A) Processor and disk I/O
B) Processor and RAM
C) Processor and network I/O
D) Disk I/O and network I/O
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: D | Question # 3 Answer: B | Question # 4 Answer: D | Question # 5 Answer: A |




