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:

Pharmacological Interventions

The use of medications or drugs to treat or manage conditions and diseases, often apart of broader treatment plans.

DSM

The Diagnostic and Statistical Manual of Mental Disorders, a key manual used by healthcare professionals for the diagnosis and classification of mental disorders.

Mental Health

A state of well-being in which an individual realizes his or her own abilities, can cope with the normal stresses of life, work productively, and is able to make a contribution to his or her community.

Diagnostic Categories

Classifications used in psychiatry and psychology for organizing and systematically describing symptoms and behaviors of mental disorders for accurate diagnosis and treatment planning.