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Hortonworks-Certified-Apache-Hadoop-2.0-Developer(Pig and Hive Developer) Sample Questions:
1. Analyze each scenario below and indentify which best describes the behavior of the default partitioner?
A) The default partitioner implements a round-robin strategy, shuffling the key-value pairs to each reducer
in turn. This ensures an event partition of the key space.
B) The default partitioner computes the hash of the key. Hash values between specific ranges are
associated with different buckets, and each bucket is assigned to a specific reducer.
C) The default partitioner assigns key-values pairs to reduces based on an internal random number
generator.
D) The default partitioner computes the hash of the value and takes the mod of that value with the number
of reducers. The result determines the reducer assigned to process the key-value pair.
E) The default partitioner computes the hash of the key and divides that valule modulo the number of
reducers. The result determines the reducer assigned to process the key-value pair.
2. Which one of the following Hive commands uses an HCatalog table named x?
A) SELECT * FROM x;
B) SELECT x.-FROM org.apache.hcatalog.hive.HCatLoader('x');
C) Hive commands cannot reference an HCatalog table
D) SELECT * FROM org.apache.hcatalog.hive.HCatLoader('x');
3. You wrote a map function that throws a runtime exception when it encounters a control character in input
data. The input supplied to your mapper contains twelve such characters totals, spread across five file
splits. The first four file splits each have two control characters and the last split has four control
characters.
Indentify the number of failed task attempts you can expect when you run the job with
mapred.max.map.attempts set to 4:
A) You will have seventeen failed task attempts
B) You will have five failed task attempts
C) You will have forty-eight failed task attempts
D) You will have twenty failed task attempts
E) You will have twelve failed task attempts
4. Which one of the following statements describes the relationship between the ResourceManager and the
ApplicationMaster?
A) The ApplicationMaster starts a single instance of the ResourceManager
B) The ApplicationMaster starts an instance of the ResourceManager within each Container
C) The ApplicationMaster requests resources from the ResourceManager
D) The ResourceManager monitors and restarts any failed Containers of the ApplicationMaster
5. You need to perform statistical analysis in your MapReduce job and would like to call methods in the
Apache Commons Math library, which is distributed as a 1.3 megabyte Java archive (JAR) file. Which is
the best way to make this library available to your MapReducer job at runtime?
A) When submitting the job on the command line, specify the -libjars option followed by the JAR file path.
B) Have your system administrator copy the JAR to all nodes in the cluster and set its location in the
HADOOP_CLASSPATH environment variable before you submit your job.
C) Package your code and the Apache Commands Math library into a zip file named JobJar.zip
D) Have your system administrator place the JAR file on a Web server accessible to all cluster nodes and
then set the HTTP_JAR_URL environment variable to its location.
Solutions:
| Question # 1 Answer: E | Question # 2 Answer: D | Question # 3 Answer: D | Question # 4 Answer: C | Question # 5 Answer: A |



