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CCA175 - CCA Spark and Hadoop Developer Exam - Performance Based Scenarios

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CCA175 Questions and Answers

Question # 1

Problem Scenario 61 : You have been given below code snippet.

val a = sc.parallelize(List("dog", "salmon", "salmon", "rat", "elephant"), 3)

val b = a.keyBy(_.length)

val c = sc.parallelize(List("dog","cat","gnu","salmon","rabbit","turkey","wolf","bear","bee"), 3)

val d = c.keyBy(_.length) operationl

Write a correct code snippet for operationl which will produce desired output, shown below.

Array[(lnt, (String, Option[String]}}] = Array((6,(salmon,Some(salmon))), (6,(salmon,Some(rabbit))),

(6,(salmon,Some(turkey))), (6,(salmon,Some(salmon))), (6,(salmon,Some(rabbit))), (6,(salmon,Some(turkey))), (3,(dog,Some(dog))), (3,(dog,Some(cat))), (3,(dog,Some(dog))), (3,(dog,Some(bee))), (3,(rat,Some(dogg)), (3,(rat,Some(cat)j), (3,(rat.Some(gnu))). (3,(rat,Some(bee))), (8,(elephant,None)))

Question # 2

Problem Scenario 70 : Write down a Spark Application using Python, In which it read a file "Content.txt" (On hdfs) with following content. Do the word count and save the results in a directory called "problem85" (On hdfs)


Hello this is

This is

Apache Spark Training

This is Spark Learning Session

Spark is faster than MapReduce

Question # 3

Problem Scenario 83 : In Continuation of previous question, please accomplish following activities.

1. Select all the records with quantity >= 5000 and name starts with 'Pen'

2. Select all the records with quantity >= 5000, price is less than 1.24 and name starts with 'Pen'

3. Select all the records witch does not have quantity >= 5000 and name does not starts with 'Pen'

4. Select all the products which name is 'Pen Red', 'Pen Black'

5. Select all the products which has price BETWEEN 1.0 AND 2.0 AND quantity BETWEEN 1000 AND 2000.

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