Short summary:
- To customize the behavior of the greather than or equal to operator
x >= y
, override the__ge__()
dunder method in your class definition. - Python internally calls
x.__ge__(y)
to obtain a return value when comparing two objects usingx >= y
. - The return value can be any data type because any value can automatically converted to a Boolean by using the
bool()
built-in function. - If the
__ge__()
method is not defined, Python will raise aTypeError
.
Syntax
__ge__(self, other)
To use the greater than or equal to operator on custom objects, define the __ge__()
“dunder” magic method that takes two arguments: self
and other
. You can then use attributes of the custom objects to determine if one is greater than or equal to the other.
The method should return a Boolean True
or False
— however, this is not required because every object can be automatically converted to a Boolean value using the built-in bool()
function.
Let’s have a look at an example next.
Example
In the following code, you compare two persons with each other by using the age
attribute as a decision criterion:
class Person: def __init__(self, age): self.age = age def __ge__(self, other): return self.age >= other.age alice = Person(18) bob = Person(17) carl = Person(18) print(alice >= bob) # True print(alice >= carl) # True print(bob >= alice) # False
For example, because Alice’s age is 18 years and Bob’s 17 years, the expression alice >= bob
evaluates to True
.
Background Video
Default Implementation of __ge__
The __ge__()
dunder method doesn’t have a default implementation. If you try to compare objects using the greater than or equal to operator >=
, Python will simply raise a TypeError
.
class Person: def __init__(self, age): self.age = age alice = Person(18) bob = Person(17) carl = Person(18) print(alice >= bob)
Traceback (most recent call last): File "C:\Users\xcent\Desktop\code.py", line 12, in <module> print(alice >= bob) TypeError: '>=' not supported between instances of 'Person' and 'Person'
TypeError: ‘>=’ not supported between instances of ‘…’ and ‘…’
If you get the TypeError: '>=' not supported between instances of '...' and '...'
, you try to compare two objects using the greater than or equal to operator x >= y
for which the __ge__()
magic method is not defined.
class Finxter: pass x = Finxter() y = Finxter() x >= y # Python will raise an error!
Output:
Traceback (most recent call last): File "C:\Users\xcent\Desktop\code.py", line 8, in <module> x >= y # Python will raise an error! TypeError: '>=' not supported between instances of 'Finxter' and 'Finxter'
To fix the error, simply define the __ge__(self, other)
method in your class definition and return any object that will then be converted to a Boolean True
or False
.
class Finxter: def __ge__(self, other): return 42 x = Finxter() y = Finxter() x >= y # Now it works! # 42
Commutativity of Greater Than or Equal To >=
The output of x >= y
and y >= x
may be different because the former calls x.__ge__(y)
and the latter calls y.__ge__(x)
. If x
and y
have different definitions of the dunder method __ge__()
, the operation becomes non-commutative.
You can see this in the following example:
class Person: def __ge__(self, other): return False class Human: def __ge__(self, other): return True alice = Person() bob = Human() print(alice >= bob) # False print(bob >= alice) # True
Where to Go From Here?
Enough theory. Let’s get some practice!
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