Hortonworks HADOOP-PR000007 : Hortonworks-Certified-Apache-Hadoop-2.0-Developer(Pig and Hive Developer)

HADOOP-PR000007 real exams

Exam Code: HADOOP-PR000007

Exam Name: Hortonworks-Certified-Apache-Hadoop-2.0-Developer(Pig and Hive Developer)

Updated: Aug 30, 2026

Q & A: 110 Questions and Answers

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Hortonworks HADOOP-PR000007 Exam Syllabus Topics:

SectionObjectives
Hadoop Ecosystem Integration- MapReduce basics
- HDFS interaction
- Data ingestion and ETL workflows
Data Processing with Pig- Pig Latin fundamentals
  • 1. Loading and storing data
    • 2. Data types and schemas
      • 3. Pig operators and transformations
        - Advanced Pig processing
        • 1. Joins and grouping
          • 2. User Defined Functions (UDFs)
            Data Warehousing with Hive- HiveQL fundamentals
            • 1. Tables, partitions, and schemas
              • 2. SELECT queries and filtering
                - Advanced Hive features
                • 1. Joins and aggregations
                  • 2. Metastore and HCatalog usage

                    Hortonworks-Certified-Apache-Hadoop-2.0-Developer(Pig and Hive Developer) Sample Questions:

                    Question 1

                    You need to create a job that does frequency analysis on input data. You will do this by writing a Mapper
                    that uses TextInputFormat 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 an InputWritable as the value.
                    As this will produce proportionally more intermediate data than input data, which two resources should
                    you expect to be bottlenecks?

                    A. Processor and RAM
                    B. Processor and disk I/O
                    C. Processor and network I/O
                    D. Disk I/O and network I/O


                    Question 2

                    Which one of the following statements describes a Hive user-defined aggregate function?

                    A. Operates on a single input row and produces a table as output
                    B. Operates on a single input row and produces a single row as output
                    C. Operates on multiple input rows and creates a single row as output
                    D. Operates on multiple input rows and produces a table as output


                    Question 3

                    Indentify the utility that allows you to create and run MapReduce jobs with any executable or script as the
                    mapper and/or the reducer?

                    A. Hadoop Streaming
                    B. mapred
                    C. Sqoop
                    D. Oozie
                    E. Flume


                    Question 4

                    Which describes how a client reads a file from HDFS?

                    A. The client queries all DataNodes in parallel. The DataNode that contains the requested data responds
                    directly to the client. The client reads the data directly off the DataNode.
                    B. The client contacts the NameNode for the block location(s). The NameNode contacts the DataNode
                    that holds the requested data block. Data is transferred from the DataNode to the NameNode, and then
                    from the NameNode to the client.
                    C. The client contacts the NameNode for the block location(s). The NameNode then queries the
                    DataNodes for block locations. The DataNodes respond to the NameNode, and the NameNode redirects
                    the client to the DataNode that holds the requested data block(s). The client then reads the data directly
                    off the DataNode.
                    D. The client queries the NameNode for the block location(s). The NameNode returns the block location(s)
                    to the client. The client reads the data directory off the DataNode(s).


                    Question 5

                    Which best describes how TextInputFormat processes input files and line breaks?

                    A. Input file splits may cross line breaks. A line that crosses file splits is read by the RecordReader of the
                    split that contains the end of the broken line.
                    B. Input file splits may cross line breaks. A line that crosses file splits is read by the RecordReaders of
                    both splits containing the broken line.
                    C. The input file is split exactly at the line breaks, so each RecordReader will read a series of complete
                    lines.
                    D. Input file splits may cross line breaks. A line that crosses file splits is ignored.
                    E. Input file splits may cross line breaks. A line that crosses file splits is read by the RecordReader of the
                    split that contains the beginning of the broken line.


                    Solutions:

                    Question 1
                    Answer: D
                    Question 2
                    Answer: C
                    Question 3
                    Answer: A
                    Question 4
                    Answer: D
                    Question 5
                    Answer: E

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