Introduction to Sets in Python

nimo08

Nimo Mohamed

Posted on August 19, 2023

Introduction to Sets in Python

Data structures are used to organize data for efficient access when needed.
They are a vital part of programming languages and in Python they include: lists, dictionaries,sets and tuples. This article provides a brief overview of the set data structure.

What are Sets?

  • These are unordered collections with no duplicate elements, they can be created using curly braces ({}) or the set() function.
  • Creating empty sets is only possible through the set() function, as the {} will create an empty dictionary, which is a different data structure altogether.
  • Sets are mutable and therefore elements can be added or removed.
  • Sets are used for membership testing i.e., checking whether a specific element is present in the sequence, elimination of duplicate entries as well as mathematical operations.

Creation of a set

  • Using set() function
>>> a = set((1, 2, 3))
>>> a
{1, 2, 3}
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  • Using curly braces
>>> my_set = {'Red', 'Yellow', 'Blue'}
>>> type(my_set)
<class 'set'>
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Modifying a set

The mutability of sets allows for the addition or removal of elements within a set, this is demonstrated below.

  • Adding elements
>>> my_set = {1, 2, 3, 4, 5, 6}
>>> my_set.update((67,))
>>> my_set
{1, 2, 3, 4, 5, 6, 67}
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  • Removing elements
>>> my_set = {1, 2, 3, 4, 5, 6}
>>> my_set.remove((5))
>>> my_set
{1, 2, 3, 4, 6}
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Mathematical operations in sets

  • Union: set of all the elements of both sets, without duplicates, uses the ‘|’ operator or the union() method
>>> a = {1, 2, 3, 4,  5, 6,} 
>>> b = {9, 10 ,1, 11, 4}
>>> a | b
{1, 2, 3, 4, 5, 6, 9, 10, 11}

>>> a.union(b)
{1, 2, 3, 4, 5, 6, 9, 10, 11}
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  • Intersection: set of all common elements of both the sets, uses the ‘&’ operator or the intersection() method
>>> a = {1, 2, 3, 4,  5, 6,} 
>>> b = {9, 10 ,1, 11, 4}
>>> a & b
{1, 4}

>>> a.intersection(b)
{1, 4}
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  • Difference: set of all elements in the first set that are not present in the second set, uses the ‘-’ operator or the difference() method
>>> a = {1, 2, 3, 4,  5, 6,} 
>>> b = {9, 10 ,1, 11, 4}
>>> a - b
{2, 3, 5, 6}

>>> a.difference(b)
{2, 3, 5, 6}
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  • Symmetric difference: set of all elements that are either in the first set or the second set, but not in both, uses the ‘^’ operator or the symmetric_difference() method
>>> a = {1, 2, 3, 4,  5, 6,} 
>>> b = {9, 10 ,1, 11, 4}
>>> a ^ b
{2, 3, 5, 6, 9, 10, 11}

>>> a.symmetric_difference(b)
{2, 3, 5, 6, 9, 10, 11}
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References

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nimo08
Nimo Mohamed

Posted on August 19, 2023

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