Python Proxy ClassesJanuary 20, 2017
Let’s say you need a class which provides the functionality of two classes at the same time. Those two classes happen to be subclasses of the same base class. You could approach the problem by overriding every property and method provided by the base class, routing calls to the appropriate subclass in each. However, there’s a more elegant way to achieve this effect using Python’s
__call__ methods. The key is to avoid thinking of the problem as one requiring the combination of multiple classes. Instead, the goal is to proxy to these classes.
Consider this simple example. Say you need a class which can dispense both snacks and drinks.
DrinkVendingMachine, subclasses of
VendingMachine, have already been implemented. Here’s
class VendingMachine: def __init__(self): # Used to keep track of money collected by the machine. self.income = 0 def dispense(self, product_code, money): """ Dispenses a product identified by a unique product_code. """ raise NotImplementedError('dispense() must be implemented.')
Assume you can use the
product_code to tell which subclass to use. If you were to combine the classes, your solution might be
class SnackAndDrinkVendingMachine(VendingMachine): def dispense(self, product_code, money): if product_code.startswith('snack'): return SnackVendingMachine().dispense(product_code, money) elif product_code.startswith('drink'): return DrinkVendingMachine().dispense(product_code, money)
This is fine if you only have to deal with one method and your class doesn’t need to store state on instance attributes like
DrinkVendingMachine increment to keep track of money collected by the machine. But what if you have to handle many methods, or are working with several possibly divergent classes, each of which stores state on a variety of instance attributes, some not present on the base class? With an approach like
ProxiedVendingMachine, you don’t need to override anything; attribute access is proxied to instances of
class ProxiedCall: """ Utility class used in conjunction with ProxiedVendingMachine to route method calls between vending machine classes. """ def __init__(self, proxy, method_name): self.proxy = proxy self.method_name = method_name def __call__(self, *args, **kwargs): try: # The only methods on vending machine classes which accept # product codes as positional arguments expect them as the # second positional argument. Hence, we expect the same to # be true here. product_code = args except IndexError: product_code = False machine = self._get_machine(product_code) # Look up the method and call it. return getattr(machine, self.method_name)(*args, **kwargs) def _get_machine(self, product_code): for machine, prefix in self.proxy.machines: if product_code and product_code.startswith(prefix): return machine # If we don't have a product_code to go off of, default to the # last machine in the list on the proxy. return machine class ProxiedVendingMachine: """ Vending machine class which proxies to SnackVendingMachine and DrinkVendingMachine, defaulting to DrinkVendingMachine. """ def __init__(self): snack_machine = SnackVendingMachine() drink_machine = DrinkVendingMachine() self.machines = [ (snack_machine, 'snack'), (drink_machine, 'drink'), ] def __getattr__(self, name): # For each vending machine, check if the requested attribute # is defined. If the attr is defined on both, we take the one # defined for DrinkVendingMachine. for machine, __ in self.machines: try: attr = getattr(machine, name) except AttributeError: pass # The value defined for the attribute in the machines may be # None, which prevents us from defaulting `attr` to None. try: attr except NameError: # The attribute wasn't found on either machine. raise AttributeError else: # The attribute was found. If it's callable, return a # ProxiedCall which will route method calls to the # correct machine. if callable(attr): return ProxiedCall(self, name) else: return attr
This technique can be extended to proxy to classes that implement different interfaces. You just need a way to determine which class to route to.
For a less contrived example involving DRF pagination classes, see edx/course-discovery. In a nutshell: DRF allows you to set a single pagination class on your views. You can use a
ProxiedPagination class if you want your API to provide both