How to properly use python's isinstance() to check if a variable is a number?

Question

I found some old Python code that was doing something like:

if type(var) is type(1):
   ...

As expected, pep8 complains about this recommending usage of isinstance().

Now, the problem is that the numbers module was added in Python 2.6 and I need to write code that works with Python 2.5+

So if isinstance(var, Numbers.number) is not a solution.

Which would be the proper solution in this case?

Answer 1

In Python 2, you can use the types module:

>>> import types
>>> var = 1
>>> NumberTypes = (types.IntType, types.LongType, types.FloatType, types.ComplexType)
>>> isinstance(var, NumberTypes)
True

Note the use of a tuple to test against multiple types.

Under the hood, IntType is just an alias for int, etc.:

>>> isinstance(var, (int, long, float, complex))
True

The complex type requires that your python was compiled with support for complex numbers; if you want to guard for this use a try/except block:

>>> try:
...     NumberTypes = (types.IntType, types.LongType, types.FloatType, types.ComplexType)
... except AttributeError:
...     # No support for complex numbers compiled
...     NumberTypes = (types.IntType, types.LongType, types.FloatType)
...

or if you just use the types directly:

>>> try:
...     NumberTypes = (int, long, float, complex)
... except NameError:
...     # No support for complex numbers compiled
...     NumberTypes = (int, long, float)
...

In Python 3 types no longer has any standard type aliases, complex is always enabled and there is no longer a long vs int difference, so in Python 3 always use:

NumberTypes = (int, float, complex)

Last but not least, you can use the numbers.Numbers abstract base type (new in Python 2.6) to also support custom numeric types that don't derive directly from the above types:

>>> import numbers
>>> isinstance(var, numbers.Number)
True

This check also returns True for decimal.Decimal() and fractions.Fraction() objects.

This module does make the assumption that the complex type is enabled; you'll get an import error if it is not.

Answer 2

Python 2 supports four types for numbers int,float, long and complexand python 3.x supports 3:int, float and complex

>>> num = 10
>>> if isinstance(num, (int, float, long, complex)): #use tuple if checking against multiple types
      print('yes it is a number')

yes it is a number
>>> isinstance(num, float)   
False
>>> isinstance(num, int)
True
>>> a = complex(1, 2)
>>> isinstance(a, complex)
True