Read, write, parse json using python
JSON (JavaScript Object Notation) is a lightweight data format that is widely used for data exchange between different applications. Python provides built-in support for working with JSON data using the json module. In this blog, we will discuss how to read, write, and parse JSON data using Python.
Reading JSON Data
To read JSON data in Python, we can use the load or loads method from the json module. The load method is used to read JSON data from a file, while the loads method is used to read JSON data from a string.
Here's an example of how to read JSON data from a file:
import json
with open('data.json', 'r') as f:
data = json.load(f)
In this example, we use the open function to open the JSON file in read mode and pass the file object to the json.load function to load the JSON data into a Python object.
Writing JSON Data
To write JSON data in Python, we can use the dump or dumps method from the json module. The dump method is used to write JSON data to a file, while the dumps method is used to write JSON data to a string.
Here's an example of how to write JSON data to a file:
import json
data = {'name': 'John', 'age': 25, 'gender': 'male'}
with open('data.json', 'w') as f:
json.dump(data, f)
In this example, we create a Python dictionary data that contains the data that we want to write to the JSON file. We then open the file using the open function and pass the file object to the json.dump function to write the JSON data to the file.
Parsing JSON Data
To parse JSON data in Python, we can use the loads method from the json module. The loads method is used to parse a JSON string into a Python object.
Here's an example of how to parse JSON data from a string:
import json
data = '{"name": "John", "age": 25, "gender": "male"}'
parsed_data = json.loads(data)
In this example, we create a string data that contains the JSON data that we want to parse. We then pass the string to the json.loads function to parse the JSON data into a Python object.
Conclusion
In this blog, we discussed how to read, write, and parse JSON data using Python. The json module provides built-in support for working with JSON data, which makes it easy to exchange data between different applications. By using the load, dump, and loads methods, we can read, write, and parse JSON data in just a few lines of code.
Happy Learning!! Happy Coding!!
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