How to list all fields of a class (and no methods)?
Suppose o
is a Python object, and I want all of the fields of o
, without any methods or __stuff__
. How can this be done?
I've tried things like:
[f for f in dir(o) if not callable(f)]
[f for f in dir(o) if not inspect.ismethod(f)]
but these return the same as dir(o)
, presumably because dir
gives a list of strings. Also, things like __class__
would be returned here, even if I get this to work.
Solution 1:
You can get it via the __dict__
attribute, or the built-in vars
function, which is just a shortcut:
>>> class A(object):
... foobar = 42
... def __init__(self):
... self.foo = 'baz'
... self.bar = 3
... def method(self, arg):
... return True
...
>>> a = A()
>>> a.__dict__
{'foo': 'baz', 'bar': 3}
>>> vars(a)
{'foo': 'baz', 'bar': 3}
There's only attributes of the object. Methods and class attributes aren't present.
Solution 2:
You could use the built-in method vars()
Solution 3:
The basic answer is "you can't do so reliably". See this question.
You can get an approximation with [attr for attr in dir(obj) if attr[:2] + attr[-2:] != '____' and not callable(getattr(obj,attr))]
.
However, you shouldn't rely on this, because:
Because
dir()
is supplied primarily as a convenience for use at an interactive prompt, it tries to supply an interesting set of names more than it tries to supply a rigorously or consistently defined set of names, and its detailed behavior may change across releases.
In other words, there is no canonical way to get a list of "all of an object's attributes" (or "all of an object's methods").
If you're doing some kind of dynamic programming that requires you to iterate over unknwon fields of an object, the only reliable way to do it is to implement your own way of keeping track of those fields. For instance, you could use an attribute naming convention, or a special "fields" object, or, most simply, a dictionary.
Solution 4:
This should work for callables:
[f for f in dir(o) if not callable(getattr(o,f))]
You could get rid of the rest with:
[f for f in dir(o) if not callable(getattr(o,f)) and not f.startswith('__')]