Comparing boolean and int using isinstance

问题

Can someone give me an explanation why isinstance() returns True in the following case? I expected False, when writing the code.

print isinstance(True, (float, int))
True

My guess would be that its Python's internal subclassing, as zero and one - whether float or int - both evaluate when used as boolean, but don't know the exact reason.

What would be the most pythonic way to solve such a situation? I could use type() but in most cases this is considered less pythonic.

回答1:

For historic reasons, bool is a subclass of int, so True is an instance of int. (Originally, Python had no bool type, and things that returned truth values returned 1 or 0. When they added bool, True and False had to be drop-in replacements for 1 and 0 as much as possible for backward compatibility, hence the subclassing.)

The correct way to "solve" this depends on exactly what you consider the problem to be.

If you want True to stop being an int, well, too bad. That's not going to happen.

If you want to detect booleans and handle them differently from other ints, you can do that:

if isinstance(whatever, bool):
    # special handling
elif isinstance(whatever, (float, int)):
    # other handling

If you want to detect objects whose specific class is exactly float or int, rejecting subclasses, you can do that:
```
if type(whatever) in (float, int):
    # Do stuff.
```
If you want to detect all floats and ints, you're already doing that.

回答2:

Yes, this is right, it's a subclass of int, you can verify it using the interpreter:

>>> int.__subclasses__()
[<type 'bool'>]

回答3:

If you only want to check for int:

if type(some_var) is int:
    return True

else:
    return False

回答4:

See some behaviors (Not so wierd) of python on bool and int

>>> 1 == True  
True           
>>> 0 == False 
True           
>>> True*5 == 0
False          
>>> True*5 == 5
True           
>>>

How interchangeable can they be used...!

From boolobject.h (win py 2.7) I can see a typedef of int for bool obj. So it is pretty evident that bool has inherited few facial features of int.

#ifndef Py_BOOLOBJECT_H
#define Py_BOOLOBJECT_H
#ifdef __cplusplus
extern "C" {
#endif


typedef PyIntObject PyBoolObject;

来源：https://stackoverflow.com/questions/37888620/comparing-boolean-and-int-using-isinstance

标签

python

int

boolean

comparison

isinstance