• Exam Code: Apache-Hadoop-Developer
  • Exam Name: Hadoop 2.0 Certification exam for Pig and Hive Developer
  • Certification Provider: Hortonworks
  • Corresponding Certification:HCAHD
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Hortonworks Apache-Hadoop-Developer Exam Syllabus Topics:

SectionObjectives
Hadoop Ecosystem Fundamentals- YARN and Resource Management
  • 1. Cluster resource allocation
    • 2. Resource scheduling concepts
      - HDFS Architecture and Data Storage Concepts
      • 1. NameNode and DataNode roles
        • 2. Data replication and fault tolerance
          Apache Hive- HiveQL Query Language
          • 1. SELECT, JOIN, and aggregation queries
            • 2. Schema definition and tables
              - Hive architecture
              • 1. Metastore and query execution engine
                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

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

                          1. You have written a Mapper which invokes the following five calls to the OutputColletor.collect method:
                          output.collect (new Text ("Apple"), new Text ("Red") ) ;
                          output.collect (new Text ("Banana"), new Text ("Yellow") ) ;
                          output.collect (new Text ("Apple"), new Text ("Yellow") ) ;
                          output.collect (new Text ("Cherry"), new Text ("Red") ) ;
                          output.collect (new Text ("Apple"), new Text ("Green") ) ;
                          How many times will the Reducer's reduce method be invoked?

                          A) 0
                          B) 5
                          C) 3
                          D) 1
                          E) 6


                          2. All keys used for intermediate output from mappers must:

                          A) Implement WritableComparable.
                          B) Implement a comparator for speedy sorting.
                          C) Implement a splittable compression algorithm.
                          D) Be a subclass of FileInputFormat.
                          E) Override isSplitable.


                          3. Which one of the following statements describes the relationship between the ResourceManager and the ApplicationMaster?

                          A) The ResourceManager monitors and restarts any failed Containers of the ApplicationMaster
                          B) The ApplicationMaster requests resources from the ResourceManager
                          C) The ApplicationMaster starts a single instance of the ResourceManager
                          D) The ApplicationMaster starts an instance of the ResourceManager within each Container


                          4. Which one of the following files is required in every Oozie Workflow application?

                          A) Oozie.xml
                          B) Config-default.xml
                          C) job.properties
                          D) Workflow.xml


                          5. You are developing a combiner that takes as input Text keys, IntWritable values, and emits Text keys, IntWritable values. Which interface should your class implement?

                          A) Combiner <Text, IntWritable, Text, IntWritable>
                          B) Combiner <Text, Text, IntWritable, IntWritable>
                          C) Mapper <Text, IntWritable, Text, IntWritable>
                          D) Reducer <Text, Text, IntWritable, IntWritable>
                          E) Reducer <Text, IntWritable, Text, IntWritable>


                          Solutions:

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

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