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Hortonworks HADOOP-PR000007 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Apache Hive Development | 35% | - HiveQL queries, joins, aggregations, and partitioning - Performance tuning and indexing - Data types, serialization, and file formats - Hive architecture, metastore, and table management |
| Topic 2: Hadoop Fundamentals & HDFS | 20% | - HDFS file operations, permissions, and data management - Hadoop 2.0 architecture & YARN |
| Topic 3: Data Ingestion & Ecosystem Integration | 5% | - Workflow orchestration with Oozie - Sqoop and Flume usage basics |
| Topic 4: Apache Pig Development | 40% | - Data transformation, filtering, grouping, and joining - Integration with HCatalog and Hive - Pig Latin syntax, data loading, and storage - User-defined functions (UDFs) and optimization |
Hortonworks-Certified-Apache-Hadoop-2.0-Developer(Pig and Hive Developer) Sample Questions:
MapReduce v2 (MRv2/YARN) is designed to address which two issues?
- A. Ability to run frameworks other than MapReduce, such as MPI.
- B. Reduce complexity of the MapReduce APIs.
- C. HDFS latency.
- D. Standardize on a single MapReduce API.
- E. Resource pressure on the JobTracker.
- F. Single point of failure in the NameNode.
Correct Answer: E,F 🗳️
Which HDFS command copies an HDFS file named foo to the local filesystem as localFoo?
- A. hadoop fs -get foo LocalFoo
- B. hadoop fs -put foo LocalFoo
- C. hadoop fs -Is foo
- D. hadoop -cp foo LocalFoo
Correct Answer: A 🗳️
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. Combiner
- C. OutputFormat
- D. Writable
- E. WritableComparable
- F. Partitioner
Correct Answer: B 🗳️
Which of the following tool was designed to import data from a relational database into HDFS?
- A. HCatalog
- B. Ambari
- C. Sqoop
- D. Flume
Correct Answer: C 🗳️
Examine the following Pig commands:
Which one of the following statements is true?
- A. A random sample of approximately 20% of the data will be output
- B. The SAMPLE command generates an "unexpected symbol" error
- C. The reducers will only output the first 20% of the data passed from the mappers
- D. Each MapReduce task will terminate after executing for 0.2 minutes
Correct Answer: A 🗳️
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