Hortonworks Apache-Hadoop-Developer : Hadoop 2.0 Certification exam for Pig and Hive Developer

Apache-Hadoop-Developer real exams

Exam Code: Apache-Hadoop-Developer

Exam Name: Hadoop 2.0 Certification exam for Pig and Hive Developer

Updated: Sep 18, 2026

Q & A: 110 Questions and Answers

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Hortonworks Apache-Hadoop-Developer Exam Syllabus Topics:

SectionObjectives
Apache Pig- Pig execution model
  • 1. MapReduce translation of Pig scripts
    - Pig Latin Programming
    • 1. Filtering, grouping, and joining data
      • 2. Data loading and transformation
        Data Processing and Integration- Data ingestion and ETL workflows
        • 1. Batch processing concepts
          - Hadoop data formats
          • 1. Text, SequenceFile, and columnar formats
            Apache Hive- HiveQL Query Language
            • 1. SELECT, JOIN, and aggregation queries
              • 2. Schema definition and tables
                - Hive architecture
                • 1. Metastore and query execution engine
                  Hadoop Ecosystem Fundamentals- YARN and Resource Management
                  • 1. Resource scheduling concepts
                    • 2. Cluster resource allocation
                      - HDFS Architecture and Data Storage Concepts
                      • 1. Data replication and fault tolerance
                        • 2. NameNode and DataNode roles

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

                          Question #1

                          Which of the following tool was designed to import data from a relational database into HDFS?

                          • A. Flume
                          • B. Ambari
                          • C. Sqoop
                          • D. HCatalog
                          Reveal Solution  Discussion  0

                          Correct Answer: C  🗳️

                          Question #2

                          Which HDFS command copies an HDFS file named foo to the local filesystem as localFoo?

                          • A. hadoop fs -Is foo
                          • B. hadoop fs -put foo LocalFoo
                          • C. hadoop fs -get foo LocalFoo
                          • D. hadoop -cp foo LocalFoo
                          Reveal Solution  Discussion  0

                          Correct Answer: C  🗳️

                          Question #3

                          Consider the following two relations, A and B.

                          Which Pig statement combines A by its first field and B by its second field?

                          • A. C = DOIN B BY a1, A by b2;
                          • B. C = JOIN A a1, B b2;
                          • C. C = JOIN A by al, B by b2;
                          • D. C = JOIN A SO, B $1;
                          Reveal Solution  Discussion  0

                          Correct Answer: C  🗳️

                          Question #4

                          Which one of the following statements describes the relationship between the NodeManager and the ApplicationMaster?

                          • A. The NodeManager requests resources from the ApplicationMaster
                          • B. The ApplicationMaster starts the NodeManager outside of a Container
                          • C. The NodeManager creates an instance of the ApplicationMaster
                          • D. The ApplicationMaster starts the NodeManager in a Container
                          Reveal Solution  Discussion  0

                          Correct Answer: C  🗳️

                          Question #5

                          You've written a MapReduce job that will process 500 million input records and generated 500 million key-value pairs. The data is not uniformly distributed. Your MapReduce job will create a significant amount of intermediate data that it needs to transfer between mappers and reduces which is a potential bottleneck. A custom implementation of which interface is most likely to reduce the amount of intermediate data transferred across the network?

                          • A. OutputFormat
                          • B. WritableComparable
                          • C. Combiner
                          • D. Partitioner
                          • E. Writable
                          • F. InputFormat
                          Reveal Solution  Discussion  0

                          Correct Answer: C  🗳️

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