Being educated under java background, static method and class method are the same thing.
But not so in Python, there is subtle difference:
Say function a() is defined in Parent Class, while Sub Class extends Parent Class
Let’s talk about some definitions here:
@staticmethod function is nothing more than a function defined inside a class. It is callable without instantiating the class first. It’s definition is immutable via inheritance.
@classmethod function also callable without instantiating the class, but its definition follows Sub class, not Parent class, via inheritance. That’s because the first argument for @classmethod function must always be cls (class).
Let's assume an example of a class, dealing with date information (this is what will be our boilerplate to cook on):
classDate(object): day =0 month =0 year =0
def __init__(self, day=0, month=0, year=0):self.day = day self.month = month self.year = yearThis class obviously could be used to store information about certain dates (without timezone information; let's assume all dates are PResented in UTC).
Here we have __init__, a typical initializer of Python class instances, which receives arguments as a typicalinstancemethod, having the first non-optional argument (self) that holds reference to a newly created instance.
Classmethod
We have some tasks that can be nicely done using classmethods.
Let's assume that we want to create a lot of Date class instances having date information coming from outer source encoded as a string of next format ('dd-mm-yyyy'). We have to do that in different places of our source code in project.
So what we must do here is:
Date by passing those values to initialization call.This will look like:
day, month, year = map(int, string_date.split('-'))date1 =Date(day, month, year)For this purpose, C++ has such feature as overloading, but Python lacks that feature- so here's whenclassmethod applies. Lets create another "constructor".
@classmethod
def from_string(cls, date_as_string): day, month, year = map(int, date_as_string.split('-')) date1 = cls(day, month, year)return date1date2 =Date.from_string('11-09-2012')Let's look more carefully at the above implementation, and review what advantages we have here:
cls is an object that holds class itself, not an instance of the class. It's pretty cool because if we inherit ourDate class, all children will have from_string defined also.Staticmethod
What about staticmethod? It's pretty similar to classmethod but doesn't take any obligatory parameters (likeclassmethod or instancemethod does).
Let's look at the next use case.
We have a date string that we want to validate somehow. This task is also logically bound to Date class we've used so far, but still doesn't require instantiation of it.
Here is where staticmethod can be useful. Let's look at the next piece of code:
@staticmethod
def is_date_valid(date_as_string): day, month, year = map(int, date_as_string.split('-'))try:assert0<= day <=31assert0<= month <=12assert0<= year <=3999exceptAssertionError:returnFalsereturnTrueSo, as we can see from usage of staticmethod, we don't have any access to what the class is- it's basically just a function, called syntactically like a method, but without access to the object and it's internals (fields and another methods), while classmethod does.
Ref:
http://stackoverflow.com/questions/38238/what-are-class-methods-in-python-for
http://stackoverflow.com/questions/12179271/python-classmethod-and-staticmethod-for-beginner
http://julien.danjou.info/blog/2013/guide-python-static-class-abstract-methods
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