Serializing class instance to JSON
Using jsonpickle
import jsonpickle
object = YourClass()
json_object = jsonpickle.encode(object)
You can specify the default
named parameter in the json.dumps()
function:
json.dumps(obj, default=lambda x: x.__dict__)
Explanation:
Form the docs (2.7, 3.6):
``default(obj)`` is a function that should return a serializable version
of obj or raise TypeError. The default simply raises TypeError.
(Works on Python 2.7 and Python 3.x)
Note: In this case you need instance
variables and not class
variables, as the example in the question tries to do. (I am assuming the asker meant class instance
to be an object of a class)
I learned this first from @phihag's answer here. Found it to be the simplest and cleanest way to do the job.
The basic problem is that the JSON encoder json.dumps()
only knows how to serialize a limited set of object types by default, all built-in types. List here: https://docs.python.org/3.3/library/json.html#encoders-and-decoders
One good solution would be to make your class inherit from JSONEncoder
and then implement the JSONEncoder.default()
function, and make that function emit the correct JSON for your class.
A simple solution would be to call json.dumps()
on the .__dict__
member of that instance. That is a standard Python dict
and if your class is simple it will be JSON serializable.
class Foo(object):
def __init__(self):
self.x = 1
self.y = 2
foo = Foo()
s = json.dumps(foo) # raises TypeError with "is not JSON serializable"
s = json.dumps(foo.__dict__) # s set to: {"x":1, "y":2}
The above approach is discussed in this blog posting:
Serializing arbitrary Python objects to JSON using _dict_
And, of course, Python offers a built-in function that accesses .__dict__
for you, called vars()
.
So the above example can also be done as:
s = json.dumps(vars(foo)) # s set to: {"x":1, "y":2}
There's one way that works great for me that you can try out:
json.dumps()
can take an optional parameter default where you can specify a custom serializer function for unknown types, which in my case looks like
def serialize(obj):
"""JSON serializer for objects not serializable by default json code"""
if isinstance(obj, date):
serial = obj.isoformat()
return serial
if isinstance(obj, time):
serial = obj.isoformat()
return serial
return obj.__dict__
First two ifs are for date and time serialization
and then there is a obj.__dict__
returned for any other object.
the final call looks like:
json.dumps(myObj, default=serialize)
It's especially good when you are serializing a collection and you don't want to call __dict__
explicitly for every object. Here it's done for you automatically.
So far worked so good for me, looking forward for your thoughts.