In this Python JSON Tutorial, we will learn how to parse a JSON file, access elements in it, access inner nodes, convert Python objects to JSON string, etc., with examples.

Python JSON Tutorial

In recent times, JSON is preferred syntax for storing and exchanging data between applications.

In Python programming, you can use json package to work with JSON strings. In this tutorial, we will learn how to use json Python package and work with JSON data.

Import JSON

json package comes inbuilt with Python. So, all you have to do to use json package is, import at the start of your program.

To import json into your Python program, use the following import statement.

import json
Try Online
ADVERTISEMENT

Parse JSON String and Access Elements

Consider the following JSON String.

{"rollno":25, "name":"Raghu", "class":7, "section":"B"}
Try Online

We will parse this JSON string using loads() function of json module. And we shall print the individual elements of the JSON object.

Python Program

import json

#json string
jsonStr = '{"rollno":25, "name":"Raghu", "class":7, "section":"B"}'

#parse/load json string into json object
jsonObj = json.loads(jsonStr)

#access 
print(jsonObj["rollno"])
print(jsonObj["name"])
print(jsonObj["class"])
print(jsonObj["section"])
Try Online

Output

25
Raghu
7
B

As you can observe, once the JSON string is parsed to an object jsonObj, you can access the individual elements with key used as index.

For example, jsonObj["rollno"] returns the value for the key rollno in jsonObj.

Access Inner Nodes in JSON

You can access inner nodes in the same way as that you access elements in multi-dimensional array.

In this example, we take a JSON string, in which one of the element marks has elements in it {"science":87, "maths":34}.

Python Program

import json

#json string
jsonStr = '{"rollno":25, "name":"Raghu", "marks":{"science":87, "maths":34}}'

#parse/load json string into json object
jsonObj = json.loads(jsonStr)

#access inner nodes
print(jsonObj["marks"]["science"])
Try Online

Output

87

Parse JSON Array

You can parse a JSON array and access the elements using index. The index starts from 0 and increments for the subsequent elements as in a list.

In the following example, we have an array of two elements. We shall parse the JSON array using the same loads() function, and then access the array elements using index.

Python Program

import json

#json string
jsonStr = '[{"rollno":1, "name":"Prasanth"}, {"rollno":2, "name":"Raghu"}]'

#parse/load json string into json object
jsonObj = json.loads(jsonStr)

#access the json array
print(jsonObj[0])
print(jsonObj[1])
Try Online

Output

{'rollno': 1, 'name': 'Prasanth'}
{'rollno': 2, 'name': 'Raghu'}

Convert Python Objects to JSON

You can convert some of the types of Python Objects to JSON. Using this, you can save python objects directly to files in persistent storage. Or you can transmit them to other applications as JSON string, which is a good thing, because most of the applications are embracing JSON syntax for data transfer between the applications.

We can convert following Python objects to JSON String.

  • Dictionary
  • List
  • Tuple
  • String
  • Integer
  • Float
  • Boolean
  • None

In the following example, we shall convert some of the Python objects to JSON String.

Python Program

import json

#list to json string
alist = [12, 57, 41, 68, 47, 62]
jsonList = json.dumps(alist)
print(jsonList)

#tuple to json string
atuple = (12, "Raghu")
jsonTuple = json.dumps(atuple)
print(jsonTuple)

#dictionary to json string
aDict = {"rollno":12, "name":"Raghu"}
jsonDict = json.dumps(aDict)
print(jsonDict)

#string to json
str = "Hello World"
jsonStr = json.dumps(str)
print(jsonStr)

#int to json
i = 25
jsonInt = json.dumps(i)
print(jsonInt)

#float to json
f = 25.256
jsonFloat = json.dumps(f)
print(jsonFloat)

#boolean to json
bool = True
jsonBool = json.dumps(bool)
print(jsonBool)

#null to json
a = None
jsonNone = json.dumps(a)
print(jsonNone)
Try Online

Output

[12, 57, 41, 68, 47, 62]
[12, "Raghu"]
{"rollno": 12, "name": "Raghu"}
"Hello World"
25
25.256
true
null

Conclusion

In this Python Tutorial, we learned how to parse JSON formatted string, convert some of the Python objects to JSON string and vice versa.