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Hortonworks Apache-Hadoop-Developer Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Hadoop Fundamentals & Architecture | 20% | - YARN architecture and job execution - HDFS operations and file management - MapReduce concepts and job lifecycle |
| Topic 2: Apache Hive Development | 25% | - Use Hive functions, views, and metastore - Create and manage Hive tables, partitions, and buckets - Write and optimize HiveQL queries |
| Topic 3: Apache Pig Development | 30% | - Debug and tune Pig jobs - Data transformation, filtering, joining, and aggregation - Write and optimize Pig Latin scripts |
| Topic 4: Data Ingestion | 25% | - Load data into HDFS from external sources - Import/export data using Sqoop - Ingest streaming data with Flume |
Hortonworks Hadoop 2.0 Certification exam for Pig and Hive Developer Sample Questions:
Which best describes how TextInputFormat processes input files and line breaks?
- A. Input file splits may cross line breaks. A line that crosses file splits is read by the RecordReader of the split that contains the beginning of the broken line.
- B. Input file splits may cross line breaks. A line that crosses file splits is read by the RecordReaders of both splits containing the broken line.
- C. Input file splits may cross line breaks. A line that crosses file splits is read by the RecordReader of the split that contains the end of the broken line.
- D. The input file is split exactly at the line breaks, so each RecordReader will read a series of complete lines.
- E. Input file splits may cross line breaks. A line that crosses file splits is ignored.
Correct Answer: A 🗳️
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Which two of the following are true about this trivial Pig program' (choose Two)
- A. ABC has a schema associated with it
- B. myfile is read from the user's home directory in HDFS
- C. The contents of myfile appear on stdout
- D. Pig assumes the contents of myfile are comma delimited
Correct Answer: B,C 🗳️
You need to create a job that does frequency analysis on input data. You will do this by writing a Mapper that uses TextInputFormat and splits each value (a line of text from an input file) into individual characters. For each one of these characters, you will emit the character as a key and an InputWritable as the value. As this will produce proportionally more intermediate data than input data, which two resources should you expect to be bottlenecks?
- A. Disk I/O and network I/O
- B. Processor and network I/O
- C. Processor and RAM
- D. Processor and disk I/O
Correct Answer: A 🗳️
Given the following Hive commands:
Which one of the following statements Is true?
- A. The file mydata.txt does not move from Its current location in HDFS
- B. The file mydata.txt is copied to a subfolder of /apps/hive/warehouse
- C. The file mydata.txt is copied into Hive's underlying relational database 0.
- D. The file mydata.txt is moved to a subfolder of /apps/hive/warehouse
Correct Answer: B 🗳️
A combiner reduces:
- A. The amount of intermediate data that must be transferred between the mapper and reducer.
- B. The number of values across different keys in the iterator supplied to a single reduce method call.
- C. The number of output files a reducer must produce.
- D. The number of input files a mapper must process.
Correct Answer: A 🗳️
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