Machine Problem: Spark MapReduce - IT/Computer Science Assignment Help

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Assignment Task:

1 Overview

Welcome to the Spark MapReduce programming assignment. You have to implement the solution of this machine problem in Python.

2 General Requirements

Please note that our grader runs on a docker container and is NOT connected to the internet. Therefore, no additional libraries are allowed for this assignment ( (you can only use the default libraries of python)). Also, you will NOT be allowed to create any file or folder outside the current folder (that is, you can only create files and folders in the folder that your solutions are in).

3 Sorting

When you are to select top N items in a list, sorting is implicitly needed. Use the following steps to sort:

1. Sort the list ASCENDING based on Firstly count then Secondly on the key. If the key is string, sort lexicographically.

2. Select the bottom N items in the sorted list as Top items. There is an implementation of this logic in the the third example of the Hadoop MapReduce Tutorial. For example, to select top 5 items in the list {"A": 100, "B": 99, "C":98, "D": 97, "E": 96, "F": 96, "G":90}, first sort the items ASCENDING: "G":90 "E": 96 "F": 96 "D": 97 "C":98 "B": 99 "A": 100 Then, the bottom 5 items are A, B, C, D, F. Another example, to select 5 top items in the list {"43": 100, "12": 99, "44":98, "12": 97, "1": 96, "100": 96, "99":90} "99":90 "1": 96 "100": 96 "12": 97 "44":98 "12": 99 "43": 100 Then, the bottom 5 items are 43, 12, 44, 12, 100.


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