Hortonworks Apache-Hadoop-Developer Dumps : 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: Oct 29, 2026

Q & A: 110 Questions and Answers

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Hortonworks Apache-Hadoop-Developer Exam Syllabus Topics:

SectionObjectives
Topic 1: 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
        Topic 2: Apache Hive- Hive architecture
        • 1. Metastore and query execution engine
          - HiveQL Query Language
          • 1. SELECT, JOIN, and aggregation queries
            • 2. Schema definition and tables
              Topic 3: Data Processing and Integration- Data ingestion and ETL workflows
              • 1. Batch processing concepts
                - Hadoop data formats
                • 1. Text, SequenceFile, and columnar formats
                  Topic 4: Hadoop Ecosystem Fundamentals- YARN and Resource Management
                  • 1. Cluster resource allocation
                    • 2. Resource scheduling concepts
                      - 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 one of the following statements is FALSE regarding the communication between DataNodes and a federation of NameNodes in Hadoop 2.0?

                          • A. DataNodes send periodic block reports to all the NameNodes.
                          • B. Each DataNode receives commands from one designated master NameNode.
                          • C. DataNodes send periodic heartbeats to all the NameNodes.
                          • D. Each DataNode registers with all the NameNodes.
                          Reveal Solution  Discussion  0

                          Correct Answer: B  🗳️

                          Question #2

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

                          Correct Answer: B  🗳️

                          Question #3

                          Which one of the following statements is true about a Hive-managed table?

                          • A. Hive dynamically defines the schema of the table based on the format of the underlying data.
                          • B. When the table is dropped, the underlying folder in HDFS is deleted.
                          • C. Hive dynamically defines the schema of the table based on the FROM clause of a SELECT query.
                          • D. Records can only be added to the table using the Hive INSERT command.
                          Reveal Solution  Discussion  0

                          Correct Answer: B  🗳️

                          Question #4

                          In a MapReduce job, the reducer receives all values associated with same key. Which statement best describes the ordering of these values?

                          • A. The values are arbitrary ordered, but multiple runs of the same MapReduce job will always have the same ordering.
                          • B. The values are arbitrarily ordered, and the ordering may vary from run to run of the same MapReduce job.
                          • C. Since the values come from mapper outputs, the reducers will receive contiguous sections of sorted values.
                          • D. The values are in sorted order.
                          Reveal Solution  Discussion  0

                          Correct Answer: B  🗳️

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                          Question #5

                          Review the following 'data' file and Pig code.

                          Which one of the following statements is true?

                          • A. The code executes successfully but there is not output because the D relation is empty
                          • B. The output of the dump d command is (M, {(38,95in),(62,95i02)})
                          • C. The code does not execute successfully because D is not a valid relation
                          • D. The Output Of the DUMP D command IS (M,{(M,62.95102),(M,38,95111)})
                          Reveal Solution  Discussion  0

                          Correct Answer: D  🗳️

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