Consider the Following Mapper Code: 1 #!/Usr/bin/env Python3

question 69

Multiple Choice

Consider the following mapper code: 1 #!/usr/bin/env python3
2 # length_mapper.py
3 """Maps lines of text to key-value pairs of word lengths and 1."""
4 import sys
5
6 def tokenize_input() :
7 """Split each line of standard input into a list of strings."""
8 for line in sys.stdin:
9 yield line.split()
10
11 # read each line in the the standard input and for every word
12 # produce a key-value pair containing the word, a tab and 1
13 for line in tokenize_input() :
14 for word in line:
15 print(str(len(word) ) + '\t1')
Which of the following statements a) , b) or c) is false.

• A) Generator function tokenize_input reads lines of text from the standard input stream and for each returns a list of strings.
• B) When Hadoop executes the script, lines 13-15 iterate through the lists of strings from tokenize_input. For each list (line) and for every string (word) in that list, the script outputs a key-value pair with the word's length as the key, a tab (\t) and the value 1, indicating that there is one word (so far) of that length. Of course, there probably are many words of that length.
• C) The MapReduce algorithm's reduction step will summarize these key-value pairs.
• D) All of the above statements are true.

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Definitions:

Endocrine System

A network of glands and organs that produce, store, and secrete hormones into the bloodstream to regulate the body's growth, metabolism, and sexual development and function.

Hormones

Chemical messengers produced by glands in the endocrine system, which travel through the bloodstream to target organs or tissues, influencing various physiological processes.

Bloodstream

The flowing body fluid that circulates through the heart, arteries, veins, and capillaries carrying nutrients and oxygen to cells.

Endocrine System

A network of glands that produce and release hormones into the bloodstream to regulate various body functions including growth, metabolism, and sexual development.