Python encode dict to json

How to convert a nested dictionary to json in Python

This tutorial provides you with step-by-step instructions on how to convert a nested dictionary to JSON in Python. Also, it will show you, how to convert a dictionary to JSON in Python.

Convert dictionary to JSON Python

Below is a simple example in Python that demonstrates how to convert a dictionary into a JSON formatted string, and also how to write this JSON data to a file.

import json # Sample dictionary data = < "name": "Alice", "age": 25, "is_student": False, "courses": ["Math", "Physics"], "grades": < "Math": 90, "Physics": 85 >> # Convert dictionary to JSON string json_string = json.dumps(data, indent=4) # Output JSON string to the console print("JSON String:") print(json_string) # Write JSON data to a file with open('data.json', 'w') as file: json.dump(data, file, indent=4) print("\nThe JSON data has been written to 'data.json'")

1. We import the json module which is part of Python’s standard library.
2. We create a sample dictionary called data . This dictionary has different types of data, including nested data (a list and another dictionary).
3. We use the json.dumps() method to convert the dictionary into a JSON formatted string. The indent parameter is used for pretty-printing.
4. We print this JSON string to the console.
5. We use the json.dump() method to write the dictionary to a file in JSON format. We open a file called ‘data.json’ in write mode, and write the JSON data to this file with an indentation of 4 spaces for readability.
6. Lastly, we print a message indicating that the JSON data has been written to the file.

You can run this script by saving it as a .py file (e.g., convert_to_json_example.py ) and executing it using Python from the command line:

python convert_to_json_example.py

Convert nested dictionary to JSON in Python

Now, let us check step by step, how to convert a nested dictionary to JSON in Python.

• Create a Python File: Create a new Python file (e.g., convert_to_json.py ) using a text editor or an Integrated Development Environment (IDE) like PyCharm or Visual Studio Code.
• Import JSON Module: At the top of your file, import the built-in json module. This module provides methods to encode dictionaries into JSON format and decode JSON into dictionaries.

• Create a Nested Dictionary: Create a nested dictionary that you want to convert to JSON. A nested dictionary means a dictionary within a dictionary.

• Convert Dictionary to JSON String: Use the json.dumps() method to convert the dictionary into a JSON formatted string. Optionally, you can use the indent parameter to format the JSON string for better readability.

json_string = json.dumps(my_data, indent=4)

• Print JSON String: Print the resulting JSON string to the console to verify that the conversion was successful.

Once you run the above code, you can see the output like below:

This is how to convert a nested dictionary to JSON in Python. Here we saw a step-by-step article.

I am Bijay Kumar, a Microsoft MVP in SharePoint. Apart from SharePoint, I started working on Python, Machine learning, and artificial intelligence for the last 5 years. During this time I got expertise in various Python libraries also like Tkinter, Pandas, NumPy, Turtle, Django, Matplotlib, Tensorflow, Scipy, Scikit-Learn, etc… for various clients in the United States, Canada, the United Kingdom, Australia, New Zealand, etc. Check out my profile.

Источник

5 Ways to Convert Dictionary to JSON in Python

Most of the programs need data to work. This data is provided to the program while running or built into the program since the beginning. JSON is one of the ways to store this data in an organized and easy-to-handle manner. On the other hand, a python dictionary is one of the data types that can store a sequence of elements simultaneously in a well-formatted manner, just like JSON.

Therefore, in this article, let us understand some of the common methods to convert python Dict to JSON after a brief introduction of JSON and dictionary in python.

What is JSON in Python?

JSON(Javascript Object Notation) is a standard format to transfer the data as a text that can be sent over a network. JSON is a syntax for exchanging and storing data over the network. It uses lots of APIs and databases that are easy for humans and machines to read and understand. Python has an inbuilt package named ‘json’, which you can use to work with JSON data. To use this feature, you have to import the JSON package in python programming.

Python JSON stores the data in the form of key-value pairs inside curly brackets(<>), and hence, it is pretty similar to a python dictionary. But here, the JSON key is a string object with double quotation mark compulsorily. However, the value corresponding to the key could be of any data type, i.e., string, integer, nested JSON, or any other sequence data type similar to an array.

For Example

import json # some JSON: a = '< "name":"Jack", "age":21, "city":"California">' # parse x: b = json.loads(a) print(b["city"])

Remember that the JSON exists as a string but not a string from the data context.

What is Dictionary in Python?

Dictionary is one of the data types in python used to store the sequence of data in a single variable. Python dictionary helps store the data values like a map that is not supported by any other data type which holds only a single value as an element. Dictionary is an unordered and changeable collection of data elements stored in the form of key:value pairs inside the curly brackets(<>). Here the colon(:) represents the key associated with its respective value.

Dictionary values can be of any data type and allow duplicate values, whereas dictionary keys are unique and immutable.

For Example

sample_dict = < "vegetable": "carrot", "fruit": "orange", "chocolate": "kitkat" > print(sample_dict)

Remember that dictionary keys are case sensitive; therefore, the same name but different cases of the key will be treated distinctly.

Difference Between Dictionary and JSON

Keys can be any hashable object

Keys can be ordered and repeated

No such default value is set

Keys has a default value of undefined

Values can be accessed by subscript

Values can be accessed by using “.”(dot) or “[]”

Can use a single or double quote for the string object

The double quotation is necessary for the string object

Return ‘string’ object type

Convert Dict to JSON in Python

Below are 5 common methods you can use to convert a dict to JSON in python:

1) Using dumps() function

Python possesses a default module, ‘json,’ with an in-built function named dumps() to convert the dictionary into a JSON object by importing the «json» module. «json» module makes it easy to parse the JSON strings which contain the JSON object. The below example displays the conversion of a python dictionary to a JSON object.

For Example

import json Fruit_Dict = < 'name': 'Apple', 'color': 'Red', 'quantity': 10, 'price': 60 > Fruit_Json = json.dumps(Fruit_Dict) print(Fruit_Json)

2) Converting nested dictionary to JSON

You can create a nested dictionary in the above example by declaring a new dictionary inside the default dictionary. To convert the nested dictionary into a json object, you can use the dumps function itself. Here, we have used indent=3, which refers to the space at the beginning of the code line:

For Example

import json dictionary = < 'fruit':"Grapes": "10","color": "green">, 'vegetable':"chilli": "4","color": "red">, > result = json.dumps(dictionary, indent = 3) print(result)

  "fruit":  "Grapes": "10", "color": "green" >, "vegetable":  "chilli": "4", "Grapes": "10", >, "vegetable":  "chilli": "4", "color": "pink" > 

3) Convert dictionary to JSON quotes

You can declare a class and use it for the string representation to convert it into json object. Here, we have declared the class using the __str__(self) method, and the variable ‘collect’ is declared along with the variable ‘result’ to assign with the class and convert into the json object.

For Example

import json class fruits(dict): def __str__(self): return json.dumps(self) collect = [['apple','grapes']] result = fruits(collect) print(result)

4) Convert dictionary to JSON array

You can declare an array to check the keys and values of the dictionary and convert it into json object. The for loop stores the value, and the dumps() method stores the dictionary. Check out the below example for a better understanding of the approach.

For Example

import json dictionary = 'Apple': 3, 'Grapes': 1> array = [ 'key' : i, 'value' : dictionary[i]> for i in dictionary] print(json.dumps(array))

5) Convert dictionary to JSON using sort_keys

Using this method, you can use the sort_keys attribute inside the dumps() method and set it to “true” to sort the dictionary and convert it into json object. If you set it to false, the dictionary won’t be sorted to find the json object in python.

For Example

import json dictionary ="Name": "jack", "Branch": "IT", "CGPA": "8.6"> result = json.dumps(dictionary, indent = 3, sort_keys = True) print(result)

  "Branch": "IT", "CGPA": "8.6", "Name": "jack" > 

Conclusion

As discussed above, JSON is a data format, and a dictionary in python is a data structure. If you wish to exchange data for different processes, you should use JSON format to serialize your python dictionary. Therefore, it is essential and recommended to learn all the above methods to convert python dictionaries to a json object and make your programming easy and efficient. To learn more about conversion in python, visit our article “3 Ways to Convert List to Tuple in Python”.

Источник

Преобразование словаря (dict) в JSON в Python

Чтобы преобразовать словарь (dict) в json в Python, вы можете использовать метод json.dumps() из модуля json. Чтобы работать с любыми операциями, связанными с json, в Python, импортируйте модуль json.

Пример 1: как сделать из словаря Json

Итак, мы определили один словарь, а затем преобразовали этот словарь в JSON с помощью метода json.dumps().

Пример 2

Чтобы отсортировать ключи, используйте sort_keys в качестве второго аргумента для json_dumps().

json.dumps() возвращает строковое представление JSON для python dict.

Пример 3

Чтобы записать данные JSON в файл на Python, используйте метод json.dump(). json.dump() — это встроенный метод, который преобразует объекты в подходящие объекты json.

В приведенной выше программе мы открыли файл с именем person.txt в режиме записи, используя «w». Если файл еще не существует, он будет создан. Затем json_dump() преобразует personDict в строку JSON, сохраненную в файле person.txt.

Файл person.txt создается при запуске приведенного выше кода и записывается строка json внутри этого файла.

Автор статей и разработчик, делюсь знаниями.

Источник