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Hortonworks Apache-Hadoop-Developer Exam Syllabus Topics:

SectionWeightObjectives
Data Ingestion25%- Ingest streaming data with Flume
- Load data into HDFS from external sources
- Import/export data using Sqoop
Apache Hive Development25%- Use Hive functions, views, and metastore
- Create and manage Hive tables, partitions, and buckets
- Write and optimize HiveQL queries
Hadoop Fundamentals & Architecture20%- MapReduce concepts and job lifecycle
- HDFS operations and file management
- YARN architecture and job execution
Apache Pig Development30%- Data transformation, filtering, joining, and aggregation
- Debug and tune Pig jobs
- Write and optimize Pig Latin scripts

Hortonworks Hadoop 2.0 Certification exam for Pig and Hive Developer Sample Questions:

1. Workflows expressed in Oozie can contain:

A) Iterntive repetition of MapReduce jobs until a desired answer or state is reached.
B) Sequences of MapReduce and Pig jobs. These are limited to linear sequences of actions with exception handlers but no forks.
C) Sequences of MapReduce and Pig. These sequences can be combined with other actions including forks, decision points, and path joins.
D) Sequences of MapReduce job only; on Pig on Hive tasks or jobs. These MapReduce sequences can be combined with forks and path joins.


2. What data does a Reducer reduce method process?

A) All the data in a single input file.
B) All data for a given key, regardless of which mapper(s) produced it.
C) All data produced by a single mapper.
D) All data for a given value, regardless of which mapper(s) produced it.


3. Assuming the following Hive query executes successfully:

Which one of the following statements describes the result set?

A) A trigram of the top 80 sentences that contain "you are" followed by a null space in the lines column of the inputdata table.
B) An 80-value ngram of sentences that contain the words "you" or "are" in the lines column of the inputdata table.
C) A frequency distribution of the top 80 words that follow the subsequence "you are" in the lines column of the inputdata table.
D) A bigram of the top 80 sentences that contain the substring "you are" in the lines column of the input data A1 table.


4. In Hadoop 2.0, which one of the following statements is true about a standby NameNode?
The Standby NameNode:

A) Receives the same block reports as the active NameNode.
B) Processes all client requests and block reports from the appropriate DataNodes.
C) Communicates directly with the active NameNode to maintain the state of the active NameNode.
D) Runs on the same machine and shares the memory of the active NameNode.


5. A client application creates an HDFS file named foo.txt with a replication factor of 3. Identify which best describes the file access rules in HDFS if the file has a single block that is stored on data nodes A, B and C?

A) The file can be accessed if at least one of the data nodes storing the file is available.
B) Each data node locks the local file to prohibit concurrent readers and writers of the file.
C) Each data node stores a copy of the file in the local file system with the same name as the HDFS file.
D) The file will be marked as corrupted if data node B fails during the creation of the file.


Solutions:

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

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