'Return class instance instead of creating a new one if already existing
I defined a class named Experiment for the results of some lab experiments I am conducting. The idea was to create a sort of database: if I add an experiment, this will be pickled to a db before at exit and reloaded (and added to the class registry) at startup.
My class definition is:
class IterRegistry(type):
def __iter__(cls):
return iter(cls._registry)
class Experiment(metaclass=IterRegistry):
_registry = []
counter = 0
def __init__(self, name, pathprotocol, protocol_struct, pathresult, wallA, wallB, wallC):
hashdat = fn.hashfile(pathresult)
hashpro = fn.hashfile(pathprotocol)
chk = fn.checkhash(hashdat)
if chk:
raise RuntimeError("The same experiment has already been added")
self._registry.append(self)
self.name = name
[...]
While fn.checkhash is a function that checks the hashes of the files containing the results:
def checkhash(hashdat):
for exp in cl.Experiment:
if exp.hashdat == hashdat:
return exp
return False
So that if I add a previously added experiment, this won't be overwritten.
Is it possible to somehow return the existing instance if already existant instead of raising an error? (I know in __init__ block it is not possible)
Solution 1:[1]
You can use __new__ if you want to customize the creation instead of just initializing in newly created object:
class Experiment(metaclass=IterRegistry):
_registry = []
counter = 0
def __new__(cls, name, pathprotocol, protocol_struct, pathresult, wallA, wallB, wallC):
hashdat = fn.hashfile(pathresult)
hashpro = fn.hashfile(pathprotocol)
chk = fn.checkhash(hashdat)
if chk: # already added, just return previous instance
return chk
self = object.__new__(cls) # create a new uninitialized instance
self._registry.append(self) # register and initialize it
self.name = name
[...]
return self # return the new registered instance
Solution 2:[2]
Try to do it this way (very simplified example):
class A:
registry = {}
def __init__(self, x):
self.x = x
@classmethod
def create_item(cls, x):
try:
return cls.registry[x]
except KeyError:
new_item = cls(x)
cls.registry[x] = new_item
return new_item
A.create_item(1)
A.create_item(2)
A.create_item(2) # doesn't add new item, but returns already existing one
Solution 3:[3]
After four years of the question, I got here and Serge Ballesta's answer helped me. I created this example with an easier syntax.
If base is None, it will always return the first object created.
class MyClass:
instances = []
def __new__(cls, base=None):
if len(MyClass.instances) == 0:
self = object.__new__(cls)
MyClass.instances.append(self)
if base is None:
return MyClass.instances[0]
else:
self = object.__new__(cls)
MyClass.instances.append(self)
# self.__init__(base)
return self
def __init__(self, base=None):
print("Received base = %s " % str(base))
print("Number of instances = %d" % len(self.instances))
self.base = base
R1 = MyClass("apple")
R2 = MyClass()
R3 = MyClass("banana")
R4 = MyClass()
R5 = MyClass("apple")
print(id(R1), R1.base)
print(id(R2), R2.base)
print(id(R3), R3.base)
print(id(R4), R4.base)
print(id(R5), R5.base)
print("R2 == R4 ? %s" % (R2 == R4))
print("R1 == R5 ? %s" % (R1 == R5))
It gives us the result
Received base = apple
Number of instances = 2
Received base = None
Number of instances = 2
Received base = banana
Number of instances = 3
Received base = None
Number of instances = 3
Received base = apple
Number of instances = 4
2167043940208 apple
2167043940256 None
2167043939968 banana
2167043940256 None
2167043939872 apple
R2 == R4 ? True
R1 == R5 ? False
Is nice to know that __init__ will be always called before the return of the __new__, even if you don't call it (in commented part) or you return an object that already exists.
Sources
This article follows the attribution requirements of Stack Overflow and is licensed under CC BY-SA 3.0.
Source: Stack Overflow
| Solution | Source |
|---|---|
| Solution 1 | Serge Ballesta |
| Solution 2 | |
| Solution 3 | Carlos Adir |
