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Hortonworks Apache-Hadoop-Developer Exam Syllabus Topics:

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

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

                          Question 1

                          What does the following WebHDFS command do?
                          Curl -1 -L "http://host:port/webhdfs/v1/foo/bar?op=OPEN"

                          A. List a directory /foo
                          B. Read a file /foo/bar
                          C. Make a directory /foo/bar
                          D. Delete a directory /foo/bar


                          Question 2

                          What types of algorithms are difficult to express in MapReduce v1 (MRv1)?

                          A. Algorithms that require global, sharing states.
                          B. Algorithms that require applying the same mathematical function to large numbers of individual binary records.
                          C. Text analysis algorithms on large collections of unstructured text (e.g, Web crawls).
                          D. Large-scale graph algorithms that require one-step link traversal.
                          E. Relational operations on large amounts of structured and semi-structured data.


                          Question 3

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

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


                          Question 4

                          In a MapReduce job with 500 map tasks, how many map task attempts will there be?

                          A. Between 500 and 1000.
                          B. Exactly 500.
                          C. At least 500.
                          D. At most 500.
                          E. It depends on the number of reduces in the job.


                          Question 5

                          A combiner reduces:

                          A. The amount of intermediate data that must be transferred between the mapper and reducer.
                          B. The number of output files a reducer must produce.
                          C. The number of values across different keys in the iterator supplied to a single reduce method call.
                          D. The number of input files a mapper must process.


                          Solutions:

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

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