Introduction
“The expert in anything was once a beginner”
In this article, we will discuss a unique data type called sets with all its unique properties. We can also discuss the operators which are unique to sets.
Definition
A Set is an unordered collection(Not indexed) data type which cannot be modified but addition and deletion can be done. Python’s set is the notation of the set in maths.
The set will not have any duplicate elements.
The set is written within curly brackets
The syntax for creating a set
variable_name={set of values separated by a comma}
Here, the set will be saved in a variable and can be used in the future.
Example
fruits={"apple","orange","pine-apple","grapes"}
Here, fruits are a set containing a list of fruits.
Here, we cannot predict the order of the elements inside the set, because it is not ordered.
Accessing a set
We cannot access the set with the index as there is no index available in the set.
So, we can use for loop to access all the elements available in it.
for i in fruits:
print(i)
orange
apple
grapes
pine-apple
Modifying elements in a set
Modification is not possible in a set. We cannot modify the existing elements in a set. But, we can add or delete the element.
Adding elements in a set
To add one item to a set use the add() method.
fruits={"apple","orange","pine-apple","grapes"}
fruits.add("water-melon")
print(fruits)
{'water-melon', 'pine-apple', 'grapes', 'orange', 'apple'}
To add items from another set into the current set, use the update() method. The object in the update() method does not have to be a set, it can be any iterable object (tuples, lists, dictionaries, etc.).
fruits={"apple","orange","pine-apple","grapes"}
fruits.update(["water-melon","kiwi"])
print(fruits)
{'water-melon', 'pine-apple', 'kiwi', 'grapes', 'orange', 'apple'}
Remove elements in a set
remove()
This method is used to delete the specified elements in the set. If the element is not available then the remove method will throw an error.
fruits={"apple","orange","pine-apple","grapes"}
fruits.remove("grapes")
print(fruits)
{'orange', 'apple', 'pine-apple'}
discard()
This method is used to delete the specified elements in the set. If the element is not available then the discard method will not throw an error.
fruits={"apple","orange","pine-apple","grapes"}
fruits.discard("pine-apple")
print(fruits)
{'orange', 'apple', 'grapes'}
pop()
This method is used to delete a random element and save it in a variable.
fruits={"apple","orange","pine-apple","grapes"}
poped_item=fruits.pop()
print(poped_item)
print(fruits)
orange
{'apple', 'grapes', 'pine-apple'}
clear()
The clear() method empties the set.
fruits={"apple","orange","pine-apple","grapes"}
del fruits
print(fruits)
set()
del keyword
The del keyword will delete the set completely.
fruits={"apple","orange","pine-apple","grapes"}
del fruits
print(fruits)
Traceback (most recent call last):
File "main.py", line 3, in <module>
print(fruits)
NameError: name 'fruits' is not defined
Unique operators in set
Union
Union of two sets are used to merge all the elements available in a set.
This is represented with the help of | operator. The same can be done with the union() method.
Union is similar to the set theory.
This allows multiple operands (i.e. sets) and the order of precedence is from left to right.
fruits1={"apple","orange","pine-apple"}
fruits2={"apple","kiwi","water melon"}
print(fruits1|fruits2)
print(fruits1.union(fruits2))
{'pine-apple', 'orange', 'water melon', 'apple', 'kiwi'}
Intersection
The intersection is used to result in the common elements available in all the sets.
The intersection is done with the symbol &. The same can be done with intersection() method.
This allows multiple operands (i.e. sets) and order of precedence is from left to right.
fruits1={"apple","orange","pine-apple"}
fruits2={"apple","kiwi","water melon"}
print(fruits1&fruits2)
print(fruits1.intersection(fruits2))
{'apple'}
Difference
The difference is used to result in a set with the elements that are present only in the first set.
The difference is done with the symbol -. The same can be done with the difference() method.
This allows multiple operands (i.e. sets) and the order of precedence is from left to right.
fruits1={"apple","orange","pine-apple"}
fruits2={"apple","kiwi","water melon"}
print(fruits1-fruits2)
print(fruits1.difference(fruits2))
{'orange', 'pine-apple'}
fruits1={"apple","orange","pine-apple"}
fruits2={"apple","kiwi","water melon"}
print(fruits2-fruits1)
print(fruits2.difference(fruits1))
{'water melon', 'kiwi'}
Symmetric difference
Symmetric difference return all the elements that are available in either of the set but not both(which means it will ignore the common elements).
The symbol used for the symmetric difference is ^. The same can be done with the symmetric_difference() method.
This allows multiple operands (i.e. sets) and the order of precedence is from left to right. But the method does not allow multiple operands.
fruits1={"apple","orange","pine-apple"}
fruits2={"apple","kiwi","water melon"}
print(fruits1.symmetric_difference(fruits2))
{'orange', 'water melon', 'pine-apple', 'kiwi'}
isdisjoint()
The isdisjoint method returns True if there are no common elements in the two sets. Else returns False.
fruits1={"apple","orange","pine-apple"}
fruits2={"apple","kiwi","water melon"}
print(fruits1.isdisjoint(fruits2))#False
issubset()
The issubset returns True is all the elements available in a set is available in another subset.
The symbol used for the issubset is <=. The same can be done with the issubset() method.
fruits1={"apple","orange","pine-apple"}
fruits2={"apple","kiwi","water melon"}
fruits3={"apple","orange"}
print(fruits1.issubset(fruits2))#False
print(fruits3.issubset(fruits1))#True
print(fruits1<=fruits2)#False
print(fruits3<=fruits1)#True
Here, we can clearly see that fruits2 is a subset of fruit1.
Here, we also return True if two sets are identical. But when we use < symbol this will return False for identical sets and returns True only for proper subset.
issuperset
This is just the opposite of issubset.
The symbol used for the issuperset is >=. The same can be done with the issuperset() method.
fruits1={"apple","orange","pine-apple"}
fruits2={"apple","kiwi","water melon"}
fruits3={"apple","orange"}
print(fruits2.issuperset(fruits1))#False
print(fruits1.issuperset(fruits3))#True
print(fruits2>=fruits3)#False
print(fruits1>=fruits3)#True
Here, fruits1 is the super set and fruits2 is the subset.
Here, we also return True if two sets are identical. But when we use > symbol this will return False for identical sets and returns True only for a proper superset.
Practice yourself
- Create three or more sets and try doing all the set operations and analyzing the report generated.
Conclusion
Thus, we have seen in detail the set. You can fork and use this repl link to explore more about the set in python. You can write your doubts in the comments and can eagerly expect a reply from your friends. Learning is multiplied by sharing.