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Cloudera Certified Developer for Apache Hadoop Sample Questions:

1. Does the MapReduce programming model provide a way for reducers to communicate with each other?

A) No, each reducer runs independently and in isolation.
B) Yes, all reducers can communicate with each other by passing information through the jobconf object.
C) Yes, reducers can communicate with each other by dispatching intermediate key value pairs that get shuffled to another reduce
D) Yes, reducers running on the same machine can communicate with each other through shared memory, but not reducers on different machines.


2. You need to import a portion of a relational database every day as files to HDFS, and generate Java classes to Interact with your imported data. Which of the following tools should you use to accomplish this?

A) Hue
B) Sqoop
C) Flume
D) Oozie
E) Hive
F) Pig
G) fuse-dfs


3. When is the reduce method first called in a MapReduce job?

A) Reducers start copying intermediate key value pairs from each Mapper as soon as it has completed. The reduce method is called as soon as the intermediate key-value pairs start to arrive.
B) Reducers start copying intermediate key-value pairs from each Mapper as soon as it has completed. The programmer can configure in the job what percentage of the intermediate data should arrive before the reduce method begins.
C) Reduce methods and map methods all start at the beginning of a job, in order to provide optimal performance for map-only or reduce-only jobs.
D) Reducers start copying intermediate key-value pairs from each Mapper as soon as it has completed. The reduce method is called only after all intermediate data has been copied and sorted.


4. You need to create a GUI application to help your company's sales people add and edit customer information. Would HDFS be appropriate for this customer information file?

A) No, because HDFS is optimized for write-once, streaming access for relatively large files.
B) Yes, because HDFS is optimized for fast retrieval of relatively small amounts of data.
C) Yes, because HDFS is optimized for random access writes.
D) No, because HDFS can only be accessed by MapReduce applications.


5. What is the preferred way to pass a small number of configuration parameters to a mapper or reducer?

A) Using a plain text file via the Distributedcache, which each mapper or reducer reads.
B) As a custom input key-value pair passed to each mapper or reducer.
C) As key-value pairs in the jobconf object.
D) Through a static variable in the MapReduce driver class (i.e., the class that submits the MapReduce job).


Solutions:

Question # 1
Answer: A
Question # 2
Answer: B
Question # 3
Answer: D
Question # 4
Answer: A
Question # 5
Answer: C

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