Why can't Python parse this JSON data? [closed]
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I have this JSON in a file:
{
"maps": [
{
"id": "blabla",
"iscategorical": "0"
},
{
"id": "blabla",
"iscategorical": "0"
}
],
"masks": [
"id": "valore"
],
"om_points": "value",
"parameters": [
"id": "valore"
]
}
I wrote this script to print all of the JSON data:
import json
from pprint import pprint
with open('data.json') as f:
data = json.load(f)
pprint(data)
This program raises an exception, though:
Traceback (most recent call last):
File "<pyshell#1>", line 5, in <module>
data = json.load(f)
File "/usr/lib/python3.5/json/__init__.py", line 319, in loads
return _default_decoder.decode(s)
File "/usr/lib/python3.5/json/decoder.py", line 339, in decode
obj, end = self.raw_decode(s, idx=_w(s, 0).end())
File "/usr/lib/python3.5/json/decoder.py", line 355, in raw_decode
obj, end = self.scan_once(s, idx)
json.decoder.JSONDecodeError: Expecting ',' delimiter: line 13 column 13 (char 213)
How can I parse the JSON and extract its values?
Your data is not valid JSON format. You have []
when you should have {}
for the "masks"
and "parameters"
elements:
[]
are for JSON arrays, which are calledlist
in Python{}
are for JSON objects, which are calleddict
in Python
Here's how your JSON file should look:
{
"maps": [
{
"id": "blabla",
"iscategorical": "0"
},
{
"id": "blabla",
"iscategorical": "0"
}
],
"masks": {
"id": "valore"
},
"om_points": "value",
"parameters": {
"id": "valore"
}
}
Then you can use your code:
import json
from pprint import pprint
with open('data.json') as f:
data = json.load(f)
pprint(data)
With data, you can now also find values like so:
data["maps"][0]["id"]
data["masks"]["id"]
data["om_points"]
Try those out and see if it starts to make sense.
Your data.json
should look like this:
{
"maps":[
{"id":"blabla","iscategorical":"0"},
{"id":"blabla","iscategorical":"0"}
],
"masks":
{"id":"valore"},
"om_points":"value",
"parameters":
{"id":"valore"}
}
Your code should be:
import json
from pprint import pprint
with open('data.json') as data_file:
data = json.load(data_file)
pprint(data)
Note that this only works in Python 2.6 and up, as it depends upon the with
-statement. In Python 2.5 use from __future__ import with_statement
, in Python <= 2.4, see Justin Peel's answer, which this answer is based upon.
You can now also access single values like this:
data["maps"][0]["id"] # will return 'blabla'
data["masks"]["id"] # will return 'valore'
data["om_points"] # will return 'value'
Here you go with modified data.json
file:
{
"maps": [
{
"id": "blabla",
"iscategorical": "0"
},
{
"id": "blabla",
"iscategorical": "0"
}
],
"masks": [{
"id": "valore"
}],
"om_points": "value",
"parameters": [{
"id": "valore"
}]
}
You can call or print data on console by using below lines:
import json
from pprint import pprint
with open('data.json') as data_file:
data_item = json.load(data_file)
pprint(data_item)
Expected output for print(data_item['parameters'][0]['id'])
:
{'maps': [{'id': 'blabla', 'iscategorical': '0'},
{'id': 'blabla', 'iscategorical': '0'}],
'masks': [{'id': 'valore'}],
'om_points': 'value',
'parameters': [{'id': 'valore'}]}
Expected output for print(data_item['parameters'][0]['id'])
:
valore
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