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Hortonworks HADOOP-PR000007 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Hadoop Fundamentals & HDFS20%- Hadoop 2.0 architecture & YARN
- HDFS file operations, permissions, and data management
Topic 2: Apache Pig Development40%- User-defined functions (UDFs) and optimization
- Integration with HCatalog and Hive
- Data transformation, filtering, grouping, and joining
- Pig Latin syntax, data loading, and storage
Topic 3: Data Ingestion & Ecosystem Integration5%- Sqoop and Flume usage basics
- Workflow orchestration with Oozie
Topic 4: Apache Hive Development35%- HiveQL queries, joins, aggregations, and partitioning
- Hive architecture, metastore, and table management
- Performance tuning and indexing
- Data types, serialization, and file formats

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

Question 1

A NameNode in Hadoop 2.0 manages ______________.

A. Two namespaces: an active namespace and a backup namespace
B. No namespaces
C. An arbitrary number of namespaces
D. A single namespace


Question 2

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

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


Question 3

Identify the tool best suited to import a portion of a relational database every day as files into HDFS, and
generate Java classes to interact with that imported data?

A. Oozie
B. Flume
C. Hue
D. fuse-dfs
E. Pig
F. Hive
G. Sqoop


Question 4

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

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


Question 5

What is the term for the process of moving map outputs to the reducers?

A. Partitioning
B. Combining
C. Shuffling and sorting
D. Reducing


Solutions:

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

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