Creating REST API in Python

REST or Representational State Transfer is a software development style used mainly in API or Application Programming Interface design to build interactive and modern web services. It is also known as RESTful web service.

Python is a powerful programming language. It has many libraries for building REST or RESTful APIs. One of the popular library for building web apps and writing REST APIs is Flask.

In this article, I will show you how to create REST API in Python using Flask. Let’s get started.


You should have

  • Python 2 or Python 3 installed on your computer.
  • PIP or PIP3 installed on your computer.
  • The basic understanding of Python programming language.
  • The basic understanding of executing commands in the shell.

You should be able to find articles and tutorials on all these topics on

I will be using Python 3 on Debian 9 Stretch in this article. If you’re using Python 2, you will have to adjust a little bit. You should be able to figure it out yourself as it will be simple as writing python instead of python3 and pip instead of pip3.

Setting Up Virtual Environment:

To put it simply, virtual environment is used to isolate one Python app from another. The Python package used to do that is virtualenv.

You can easily install virtualenv using PIP on your computer with the following command:

$ sudo -H pip3 install virtualenv

Now create a project directory (let’s call it pyrest/) with the following command:

$ mkdir pyrest

Now create a Python virtual environment on the pyrest/ project directory with the following command:

$ virtualenv pyrest/

Now navigate into the project directory with the following command:

$ cd pyrest

Then, activate the Python virtual environment with the following command:

$ source bin/activate

Finally, run the following command to install the Flask Python library:

$ bin/pip3 install flask

Writing Your First Flask Script:

In this section, I will write a hello world program in Python Flask.

First, create a file in your project directory:

$ touch

Now add the following lines to file and save it.

In the next section, I will show you how to run Flask scripts.

Running Flask Script:

Now to start the Flask server, run the following command:

$ bin/python3

As you can see, the server has started on

Now, you can access the Flask server from the web browser or API testing softwares such as Postman. I am going to use CURL.

$ curl

As you can see, the correct output is printed on the screen.

Congrats! Flask is working.

Accessing Data Using GET in REST API:

GET request on REST API is used to fetch information from the API server. You set some API endpoints and do a GET request on that end point. It’s simple.

First, create a new file in your project directory with the following command:

$ touch

Now add the following lines in your file and save it.

Here, on line 1, the Flask constructor function and jsonify function is imported from the flask module.

On line 3, a Flask object is created and stored on app variable.

On line 5, I created a Python array of dictionaries of some dummy data and stored it in the accounts variable.

On line 10, I defined the API endpoint /accounts and the request method, which is GET.

On line 11, I defined the function getAccounts(). getAccounts() function will execute when a GET request to /accounts endpoint is made.

Line 12, which is a part of getAccounts() function, I converted the accounts array of dictionaries to JSON using jsonify() function and returned it.

On line 14-15, I called the to tell Flask to run the API server on port 8080.

Now run the Flask API server with the following command:

$ bin/python3

The server has started on port 8080.

Now make a GET request to the /accounts endpoint with CURL as follows:

$ curl

As you can see, the accounts data is displayed as JSON format on GET request on /accounts endpoint.

You can also get specific account data as well. To do that, I am going to create another API endpoint /account/<id>. Here, <id> will be the ID the account holder. The ID here is the index of the array.

Edit the script and add the marked lines to it.

Here, on line 14, I defined the API endpoint /account/<id> and the method to be used, which is GET.

On line 15-17, the function getAccount() for the API endpoint /account/<id> is defined. The getAccount() function accepts a id as an argument. The value of <id> from the API endpoint is set to the id variable of getAccount() function.

On line 16, the id variable is converted to an integer. I also deduced 1 from the id variable. Because the array index starts from 0. I want to start the account ID from 1. So if I put 1 as the account <id>, 1 – 1 = 0, I will get the element at index 0 from the array accounts.

On line 17, the array at index <id> is returned as JSON.

The rest of the codes are the same.

Now run the API server again.

$ bin/python3

I requested data for account 1 and 2 separately and I got the expected output as you can see from the screenshot below.

$ curl
$ curl

Adding Data Using POST in REST API:

Now I am going to rename to and add an API endpoint /account for adding new data.

Rename to

$ mv -v

First, add the lines (19-26) as marked in the screenshot below to the file.

Now run the server:

$ bin/python3

To insert new data into the /account endpoint, run the following command:

$ curl -X POST -H "Content-Type: application/json" -d '{"name": "Shovon", "balance": 100}'

NOTE: Here, ‘{“name”: “Shovon”, “balance”: 100}’ is the JSON input data.

The data should be inserted.

As you can see, the new data is added.

So that’s it for this article.  Thanks for reading this article.

About the author

Shahriar Shovon

Freelancer & Linux System Administrator. Also loves Web API development with Node.js and JavaScript. I was born in Bangladesh. I am currently studying Electronics and Communication Engineering at Khulna University of Engineering & Technology (KUET), one of the demanding public engineering universities of Bangladesh.