I have created a decorator which I am using to manage logging. I want logging to occur before and after the decorated function runs. The function works fine when interacting with very basic functions, however, when interacting with methods that are a part of other classes, things break. I suspect the issue is a result of there being 2 self
arguments. Do you have any idea how to resolve it?
Simplified Decorator Class
class Logger:
def __init__(self, logging_type:str = 'debug'):
self.logging_type = logging_type
def __call__(self, decorated_function:callable):
self.func = decorated_function
return getattr(self, self.logging_type)
def debug(self, *args, **kwargs):
print("starting function")
output = self.func(*args, **kwargs)
print("Completing Function")
return output
We see that the decorator works on basic functions:
@Logger(logging_type="debug")
def simple_function(x):
return x**2
In [2]: simple_function(3)
starting function
Completing Function
Out[2]: 9
However, fails when work with other classes:
class BigClass:
def __init__(self, stuff = 10):
self.stuff = stuff
@Logger(logging_type="debug")
def cool_function(self, input1: int):
return self.stuff + input1
In [16]: test = BigClass()
...: test.cool_function(3)
starting function
It then hits a type error on the output line:
TypeError: cool_function() missing 1 required positional argument: 'input1'
Ideas?
By all means read juanpa.arrivillaga's informative answer. But here is a simpler approach. In writing a class decorator of this type, __call__
should return an ordinary function instead of a member function, like this:
class Logger:
def __init__(self, logging_type:str = 'debug'):
self.logging_function = getattr(self, logging_type)
def __call__(self, decorated_function: callable):
def f(*args, **kwargs):
return self.logging_function(decorated_function, *args, **kwargs)
return f
def debug(self, decorated_function, *args, **kwargs):
print("starting function")
output = decorated_function(*args, **kwargs)
print("Completing Function")
return output
@Logger(logging_type="debug")
def simple_function(x):
return x**2
class BigClass:
def __init__(self, stuff = 10):
self.stuff = stuff
@Logger(logging_type="debug")
def cool_function(self, input1: int):
return self.stuff + input1
print(simple_function(12))
test = BigClass()
print(test.cool_function(3))
OUTPUT:
starting function
Completing Function
144
starting function
Completing Function
13