set object is not JSON serializable
Question:
When I try to run the following code:
import json
d = {'testing': {1, 2, 3}}
json_string = json.dumps(d)
I get the following exception:
Traceback (most recent call last):
File "json_test.py", line 4, in <module>
json_string = json.dumps(d)
File "/usr/lib/python2.7/json/__init__.py", line 243, in dumps
return _default_encoder.encode(obj)
File "/usr/lib/python2.7/json/encoder.py", line 207, in encode
chunks = self.iterencode(o, _one_shot=True)
File "/usr/lib/python2.7/json/encoder.py", line 270, in iterencode
return _iterencode(o, 0)
File "/usr/lib/python2.7/json/encoder.py", line 184, in default
raise TypeError(repr(o) + " is not JSON serializable")
TypeError: set([1, 2, 3]) is not JSON serializable
What can I do to successfully use json.dumps
with objects containing set
s?
Answers:
Turn sets into lists before serializing, or use a custom default
handler to do so:
def set_default(obj):
if isinstance(obj, set):
return list(obj)
raise TypeError
result = json.dumps(yourdata, default=set_default)
You can’t fix it.
This error means just “json.dumps doesn’t support data type “set”.You should know JSON comes from javascript. And there is no data type like Python’s “set” in javascript. So Python can’t treat ‘set’ using JSON.
So you need another approach like @Martijn Pieters mentioned.
UPDATE
I forgot to say this.
If you want to dump “set” or any other python object that is not supported JSON, you can use pickle
or cPickle
module. If you use the “dump.txt” only from Python, this may be helpful.
import cPickle
d = {'testing': {1, 2, 3}}
#dump
with open("pickledump.txt", "w") as fp:
cPickle.dump(d, fp)
#load
with open("pickledump.txt", "r") as fp:
x = cPickle.load(fp)
When I try to run the following code:
import json
d = {'testing': {1, 2, 3}}
json_string = json.dumps(d)
I get the following exception:
Traceback (most recent call last):
File "json_test.py", line 4, in <module>
json_string = json.dumps(d)
File "/usr/lib/python2.7/json/__init__.py", line 243, in dumps
return _default_encoder.encode(obj)
File "/usr/lib/python2.7/json/encoder.py", line 207, in encode
chunks = self.iterencode(o, _one_shot=True)
File "/usr/lib/python2.7/json/encoder.py", line 270, in iterencode
return _iterencode(o, 0)
File "/usr/lib/python2.7/json/encoder.py", line 184, in default
raise TypeError(repr(o) + " is not JSON serializable")
TypeError: set([1, 2, 3]) is not JSON serializable
What can I do to successfully use json.dumps
with objects containing set
s?
Turn sets into lists before serializing, or use a custom default
handler to do so:
def set_default(obj):
if isinstance(obj, set):
return list(obj)
raise TypeError
result = json.dumps(yourdata, default=set_default)
You can’t fix it.
This error means just “json.dumps doesn’t support data type “set”.You should know JSON comes from javascript. And there is no data type like Python’s “set” in javascript. So Python can’t treat ‘set’ using JSON.
So you need another approach like @Martijn Pieters mentioned.
UPDATE
I forgot to say this.
If you want to dump “set” or any other python object that is not supported JSON, you can use pickle
or cPickle
module. If you use the “dump.txt” only from Python, this may be helpful.
import cPickle
d = {'testing': {1, 2, 3}}
#dump
with open("pickledump.txt", "w") as fp:
cPickle.dump(d, fp)
#load
with open("pickledump.txt", "r") as fp:
x = cPickle.load(fp)