Hortonworks HADOOP-PR000007 : Hortonworks-Certified-Apache-Hadoop-2.0-Developer(Pig and Hive Developer)

HADOOP-PR000007 real exams

Exam Code: HADOOP-PR000007

Exam Name: Hortonworks-Certified-Apache-Hadoop-2.0-Developer(Pig and Hive Developer)

Updated: Jul 18, 2026

Q & A: 110 Questions and Answers

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Hortonworks HADOOP-PR000007 Exam Syllabus Topics:

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

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

1. 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) InputFormat
B) WritableComparable
C) Combiner
D) OutputFormat
E) Partitioner
F) Writable


2. MapReduce v2 (MRv2/YARN) splits which major functions of the JobTracker into separate daemons?
Select two.

A) Resource management
B) Job scheduling/monitoring
C) Job coordination between the ResourceManager and NodeManager
D) Heath states checks (heartbeats)
E) Managing file system metadata
F) Managing tasks
G) Launching tasks
H) MapReduce metric reporting


3. On a cluster running MapReduce v1 (MRv1), a TaskTracker heartbeats into the JobTracker on your
cluster, and alerts the JobTracker it has an open map task slot.
What determines how the JobTracker assigns each map task to a TaskTracker?

A) The amount of free disk space on the TaskTracker node.
B) The location of the InsputSplit to be processed in relation to the location of the node.
C) The average system load on the TaskTracker node over the past fifteen (15) minutes.
D) The amount of RAM installed on the TaskTracker node.
E) The number and speed of CPU cores on the TaskTracker node.


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

A) hadoop -cp foo LocalFoo
B) hadoop fs -put foo LocalFoo
C) hadoop fs -get foo LocalFoo
D) hadoop fs -Is foo


5. You have user profile records in your OLPT database, that you want to join with web logs you have
already ingested into the Hadoop file system. How will you obtain these user records?

A) HDFS command
B) Hive LOAD DATA command
C) Sqoop import
D) Pig LOAD command
E) Ingest with Flume agents
F) Ingest with Hadoop Streaming


Solutions:

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

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