How to get JSON from webpage into Python script
Got the following code in one of my scripts:
#
# url is defined above.
#
jsonurl = urlopen(url)
#
# While trying to debug, I put this in:
#
print jsonurl
#
# Was hoping text would contain the actual json crap from the URL, but seems not...
#
text = json.loads(jsonurl)
print text
What I want to do is get the {{.....etc.....}}
stuff that I see on the URL when I load it in Firefox into my script so I can parse a value out of it. I've Googled a ton but I haven't found a good answer as to how to actually get the {{...}}
stuff from a URL ending in .json
into an object in a Python script.
Solution 1:
Get data from the URL and then call json.loads
e.g.
Python3 example:
import urllib.request, json
with urllib.request.urlopen("http://maps.googleapis.com/maps/api/geocode/json?address=google") as url:
data = json.loads(url.read().decode())
print(data)
Python2 example:
import urllib, json
url = "http://maps.googleapis.com/maps/api/geocode/json?address=google"
response = urllib.urlopen(url)
data = json.loads(response.read())
print data
The output would result in something like this:
{
"results" : [
{
"address_components" : [
{
"long_name" : "Charleston and Huff",
"short_name" : "Charleston and Huff",
"types" : [ "establishment", "point_of_interest" ]
},
{
"long_name" : "Mountain View",
"short_name" : "Mountain View",
"types" : [ "locality", "political" ]
},
{
...
Solution 2:
I'll take a guess that you actually want to get data from the URL:
jsonurl = urlopen(url)
text = json.loads(jsonurl.read()) # <-- read from it
Or, check out JSON decoder in the requests library.
import requests
r = requests.get('someurl')
print r.json() # if response type was set to JSON, then you'll automatically have a JSON response here...
Solution 3:
This gets a dictionary in JSON format from a webpage with Python 2.X and Python 3.X:
#!/usr/bin/env python
try:
# For Python 3.0 and later
from urllib.request import urlopen
except ImportError:
# Fall back to Python 2's urllib2
from urllib2 import urlopen
import json
def get_jsonparsed_data(url):
"""
Receive the content of ``url``, parse it as JSON and return the object.
Parameters
----------
url : str
Returns
-------
dict
"""
response = urlopen(url)
data = response.read().decode("utf-8")
return json.loads(data)
url = ("http://maps.googleapis.com/maps/api/geocode/json?"
"address=googleplex&sensor=false")
print(get_jsonparsed_data(url))
See also: Read and write example for JSON
Solution 4:
I have found this to be the easiest and most efficient way to get JSON from a webpage when using Python 3:
import json,urllib.request
data = urllib.request.urlopen("https://api.github.com/users?since=100").read()
output = json.loads(data)
print (output)
Solution 5:
you need import requests
and use from json() method :
source = requests.get("url").json()
print(source)
Of course, this method also works:
import json,urllib.request
data = urllib.request.urlopen("url").read()
output = json.loads(data)
print (output)
json.loads
will decode it into a Python object using this table, for example a JSON object will become a Python dict
.