Cloud Computing and Big Data Analytics - Engineering Assignment Help

Assignment Task :

Exercise 1:
Using Hadoop MapReduce, write a program to analyze a log file and extractand print the lines containing a specific word like “MR”:

Exercise 2:
Given a csv file containing a list of flights (2016-2019):

Exercise 3:
Using Spark transformations and actions, write a program to analyze a log file, and count and print the lines starting with the word “ERROR”:

Exercise 4:

Using Spark-MapReduce, write a program to determine the number of duplicate elements in a list of numbers contained in a given Text file (numbers.txt):

Exercise 5:
Consider the following text files:
 

Messages1.txt
‘Spark is faster than Hadoop MR.
MapReduce is somewhat limited compared to Spark.’
 

Messages2.txt
‘Apache Spark has been developed in AMPLAB.
Later Spark has been donated to Apache Software Foundation.
Batch processing is done in memory.’
1. Write a program in Spark-MR which performs the following: Using the messages1.txt and messages2.txt files:
2. create RDDs from text files and filter each line for the keyword “Spark”.
3. perform a WordCount on each RDD; the results are (K, V) pairs of (word,count).
4. join the two resulting RDDs (refer to slides for more details regarding ‘join’).

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