I have an object (Person
) that has multiple subobjects (Pet, Residence
) as properties. I want to be able to dynamically set the properties of these subobjects like so:
class Person(object):
def __init__(self):
self.pet = Pet()
self.residence = Residence()
class Pet(object):
def __init__(self,name='Fido',species='Dog'):
self.name = name
self.species = species
class Residence(object):
def __init__(self,type='House',sqft=None):
self.type = type
self.sqft=sqft
if __name__=='__main__':
p=Person()
setattr(p,'pet.name','Sparky')
setattr(p,'residence.type','Apartment')
print p.__dict__
Currently I get the wrong output: {'pet': <__main__.Pet object at 0x10c5ec050>, 'residence': <__main__.Residence object at 0x10c5ec0d0>, 'pet.name': 'Sparky', 'residence.type': 'Apartment'}
As you can see, instead of setting the name
attribute on the Pet
subobject of the Person
, a new attribute pet.name
is created on the Person
.
I cannot specify person.pet
to setattr()
because different sub-objects will be set by the same method, which parses some text and fills in the object attributes if/when a relevant key is found.
Is there a easy/builtin way to accomplish this?
Or perhaps I need to write a recursive function to parse the string and call getattr()
multiple times until the necessary subobject is found and then call setattr()
on that found subobject?
Python setattr() and getattr() goes hand-in-hand. As we have already seen what getattr() does; The setattr() function is used to assign a new value to an object/instance attribute.
What is setattr() used for? Explanation: setattr(obj,name,value) is used to set an attribute. If attribute doesn't exist, then it would be created. 5.
Python getattr() function is used to access the attribute value of an object and also gives an option of executing the default value in case of unavailability of the key.
Python's magic method __setattr__() implements the built-in setattr() function that takes an object and an attribute name as arguments and removes the attribute from the object. We call this a “Dunder Method” for “Double Underscore Method” (also called “magic method”).
You could use functools.reduce
:
import functools
def rsetattr(obj, attr, val):
pre, _, post = attr.rpartition('.')
return setattr(rgetattr(obj, pre) if pre else obj, post, val)
# using wonder's beautiful simplification: https://stackoverflow.com/questions/31174295/getattr-and-setattr-on-nested-objects/31174427?noredirect=1#comment86638618_31174427
def rgetattr(obj, attr, *args):
def _getattr(obj, attr):
return getattr(obj, attr, *args)
return functools.reduce(_getattr, [obj] + attr.split('.'))
rgetattr
and rsetattr
are drop-in replacements for getattr
and setattr
,
which can also handle dotted attr
strings.
import functools
class Person(object):
def __init__(self):
self.pet = Pet()
self.residence = Residence()
class Pet(object):
def __init__(self,name='Fido',species='Dog'):
self.name = name
self.species = species
class Residence(object):
def __init__(self,type='House',sqft=None):
self.type = type
self.sqft=sqft
def rsetattr(obj, attr, val):
pre, _, post = attr.rpartition('.')
return setattr(rgetattr(obj, pre) if pre else obj, post, val)
def rgetattr(obj, attr, *args):
def _getattr(obj, attr):
return getattr(obj, attr, *args)
return functools.reduce(_getattr, [obj] + attr.split('.'))
if __name__=='__main__':
p = Person()
print(rgetattr(p, 'pet.favorite.color', 'calico'))
# 'calico'
try:
# Without a default argument, `rgetattr`, like `getattr`, raises
# AttributeError when the dotted attribute is missing
print(rgetattr(p, 'pet.favorite.color'))
except AttributeError as err:
print(err)
# 'Pet' object has no attribute 'favorite'
rsetattr(p, 'pet.name', 'Sparky')
rsetattr(p, 'residence.type', 'Apartment')
print(p.__dict__)
print(p.pet.name)
# Sparky
print(p.residence.type)
# Apartment
For an out of the box solution, you can use operator.attrgetter
:
from operator import attrgetter
attrgetter(dotted_path)(obj)
For one parent and one child:
if __name__=='__main__':
p = Person()
parent, child = 'pet.name'.split('.')
setattr(getattr(p, parent), child, 'Sparky')
parent, child = 'residence.type'.split('.')
setattr(getattr(p, parent), child, 'Sparky')
print p.__dict__
This is simpler than the other answers for this particular use case.
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