I recently came across this syntax, I am unaware of the difference.
I would appreciate it if someone could tell me the difference.
The answer is explained here.
To quote:
A class is free to implement comparison any way it chooses, and it can choose to make comparison against None mean something (which actually makes sense; if someone told you to implement the None object from scratch, how else would you get it to compare True against itself?).
Practically-speaking, there is not much difference since custom comparison operators are rare. But you should use is None as a general rule.
is None is a bit (~50%) faster than == None :)is is, basically, integer comparison while == is not only resolving references but comparing values which may have mismatching types.class Foo: def __eq__(self, other): return True foo = Foo() print(foo == None) # True print(foo is None) # False In this case, they are the same. None is a singleton object (there only ever exists one None).
is checks to see if the object is the same object, while == just checks if they are equivalent.
For example:
p = [1] q = [1] p is q # False because they are not the same actual object p == q # True because they are equivalent But since there is only one None, they will always be the same, and is will return True.
p = None q = None p is q # True because they are both pointing to the same "None" x == None may evaluate to True even if x is not None but an instance of some class with its own custom equality operator.It depends on what you are comparing to None. Some classes have custom comparison methods that treat == None differently from is None.
In particular the output of a == None does not even have to be boolean !! - a frequent cause of bugs.
For a specific example take a numpy array where the == comparison is implemented elementwise:
import numpy as np a = np.zeros(3) # now a is array([0., 0., 0.]) a == None #compares elementwise, outputs array([False, False, False]), i.e. not boolean!!! a is None #compares object to object, outputs False arr = np.array([1, 2, 3, 4, None]) arr == NoneIf you use numpy,
if np.zeros(3) == None: pass will give you an error when numpy does elementwise comparison.
np.array(None) is None : False.
==andisin python?isvs==, or about the nature of what exactlyNoneis and how the behaviour differs in either context (the latter is why I ended up here). Based on the vagueness and lack of OP responses... I'm surprised this has so many upvotes. I mean... cmon... the question is not even written in the actual question...