I am having trouble using json.loads to convert to a dict object and I can't figure out what I'm doing wrong.The exact error I get running this is
ValueError: Expecting property name: line 1 column 2 (char 1)
Here is my code:
from kafka.client import KafkaClient
from kafka.consumer import SimpleConsumer
from kafka.producer import SimpleProducer, KeyedProducer
import pymongo
from pymongo import MongoClient
import json
c = MongoClient("54.210.157.57")
db = c.test_database3
collection = db.tweet_col
kafka = KafkaClient("54.210.157.57:9092")
consumer = SimpleConsumer(kafka,"myconsumer","test")
for tweet in consumer:
print tweet.message.value
jsonTweet=json.loads(({u'favorited': False, u'contributors': None})
collection.insert(jsonTweet)
I'm pretty sure that the error is occuring at the 2nd to last line
jsonTweet=json.loads({u'favorited': False, u'contributors': None})
but I do not know what to do to fix it. Any advice would be appreciated.
Use the json.loads() function. The json. loads() function accepts as input a valid string and converts it to a Python dictionary. This process is called deserialization – the act of converting a string to an object.
loads() takes in a string and returns a json object. json. dumps() takes in a json object and returns a string.
The dump() method is used when the Python objects have to be stored in a file. The dumps() is used when the objects are required to be in string format and is used for parsing, printing, etc, . The dump() needs the json file name in which the output has to be stored as an argument.
load() is used to read the JSON document from file and The json. loads() is used to convert the JSON String document into the Python dictionary.
I encountered another problem that returns the same error.
I used a json string with single quotes :
{
'property': 1
}
But json.loads
accepts only double quotes for json properties :
{
"property": 1
}
json.loads
doesn't accept a final comma:
{
"property": "text",
"property2": "text2",
}
ast
to solve single quote and final comma issuesYou can use ast
(part of standard library for both Python 2 and 3) for this processing. Here is an example :
import ast
# ast.literal_eval() return a dict object, we must use json.dumps to get JSON string
import json
# Single quote to double with ast.literal_eval()
json_data = "{'property': 'text'}"
json_data = ast.literal_eval(json_data)
print(json.dumps(json_data))
# Displays : {"property": "text"}
# ast.literal_eval() with double quotes
json_data = '{"property": "text"}'
json_data = ast.literal_eval(json_data)
print(json.dumps(json_data))
# Displays : {"property": "text"}
# ast.literal_eval() with final coma
json_data = "{'property': 'text', 'property2': 'text2',}"
json_data = ast.literal_eval(json_data)
print(json.dumps(json_data))
# Displays : {"property2": "text2", "property": "text"}
Using ast
will prevent you from single quote and final comma issues by interpet the JSON like Python dictionnary (so you must follow the Python dictionnary syntax). It's a pretty good and safely alternative of eval()
function for literal structures.
Python documentation warned us of using large/complex string :
Warning It is possible to crash the Python interpreter with a sufficiently large/complex string due to stack depth limitations in Python’s AST compiler.
To use json.dumps
with single quotes easily you can use this code:
import ast
import json
data = json.dumps(ast.literal_eval(json_data_single_quote))
ast
documentationast Python 3 doc
ast Python 2 doc
If you frequently edit JSON, you may use CodeBeautify. It helps you to fix syntax error and minify/beautify JSON.
I hope it helps.
json.loads
will load a json string into a python dict
, json.dumps
will dump a python dict
to a json string, for example:
>>> json_string = '{"favorited": false, "contributors": null}'
'{"favorited": false, "contributors": null}'
>>> value = json.loads(json_string)
{u'favorited': False, u'contributors': None}
>>> json_dump = json.dumps(value)
'{"favorited": false, "contributors": null}'
So that line is incorrect since you are trying to load
a python dict
, and json.loads
is expecting a valid json string
which should have <type 'str'>
.
So if you are trying to load the json, you should change what you are loading to look like the json_string
above, or you should be dumping it. This is just my best guess from the given information. What is it that you are trying to accomplish?
Also you don't need to specify the u
before your strings, as @Cld mentioned in the comments.
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