Building a Basic RestFul API in Python
Introduction
API Development in Python is a very easy task. This tutorial will help you to create a basic REST API in Python with the Flask Framework.
REST APIs are pretty much everywhere. They are the standard method to expose databases to clients and knowing how to develop a REST API is a necessity at all layers of the stack.
There are many reasons why you should learn to develop REST APIs in Python. If you are new to API development, then learning how to develop a REST API, will help you to showcase yourself to the industry.
What is REST API ?
REST (REpresentational State Transfer) is an architectural style, and an approach to communications that is often used in the development of Web services. The use of REST is often preferred over the more heavyweight SOAP (Simple Object Access Protocol) style because REST does not leverage as much bandwidth, which makes it a better fit for use over the Internet. The SOAP approach requires writing or using a provided server program (to serve data) and a client program (to request data).
You will get it more cleared by this picture.
Stuffs we require to build our first REST API
- Python
- Flask
- Flask-SQLAlchemy
- Flask-Restful
- SQlite3
- Jsonify
Let the Code Begin
Download the dataset from the Employees and Tracks Details and extract in your project folder named 'python_rest'. Database name is "chinook.db"
Once downloaded, make a file named server.py in the python_rest folder. This file will contain the API Definitions and Flask Code.
Now, we create a basic virtual environment for Python2.7 and install the packages after it's activation.
$ virtualenv venv
$ source venv/bin/activate
$ pip install flask flask-jsonpify flask-sqlalchemy flask-restful
$ pip freeze
Let's create the basic GET API
REST has got 4 options
- GET
- PUT
- POST
- DELETE
We will deal with GET and you will get how other works
Before the code, connect yourself to database.
Now everything being set up, we begin the code of exposing employees data and tracks data from database and also add a query operator on employees where employee's details is searched and fetched by EmployeeID.
The code is:
from flask import Flask, request
from flask_restful import Resource, Api
from sqlalchemy import create_engine
from json import dumps
from flask.ext.jsonpify import jsonify
db_connect = create_engine('sqlite:///chinook.db')
app = Flask(__name__)
api = Api(app)
class Employees(Resource):
def get(self):
conn = db_connect.connect() # connect to database
query = conn.execute("select * from employees") # This line performs query and returns json result
return {'employees': [i[0] for i in query.cursor.fetchall()]} # Fetches first column that is Employee ID
class Tracks(Resource):
def get(self):
conn = db_connect.connect()
query = conn.execute("select trackid, name, composer, unitprice from tracks;")
result = {'data': [dict(zip(tuple (query.keys()) ,i)) for i in query.cursor]}
return jsonify(result)
class Employees_Name(Resource):
def get(self, employee_id):
conn = db_connect.connect()
query = conn.execute("select * from employees where EmployeeId =%d " %int(employee_id))
result = {'data': [dict(zip(tuple (query.keys()) ,i)) for i in query.cursor]}
return jsonify(result)
api.add_resource(Employees, '/employees') # Route_1
api.add_resource(Tracks, '/tracks') # Route_2
api.add_resource(Employees_Name, '/employees/<employee_id>') # Route_3
if __name__ == '__main__':
app.run(port='5002')
There will be three routes created :
- http://127.0.0.1:5002/employees shows ids of all the employees in database
- http://127.0.0.1:5002/tracks shows tracks details
- http://127.0.0.1:5002/employees/8 shows details of employee whose employeeid is 8
It is simple to create a API. You can also add support to PUT,POST and DELETE on data too.
GitHub link is given below. Fork, Clone and add the supports and ace me back the Pull Requests
Project Link: https://github.com/sagaragarwal94/python_rest_flask
Resources
Questions / Want to learn more .Hit me up ? Book a session with me
It shows no employee table exists
Table is ‘employees’ not ‘employee’.
$ source venv/bin/activate
$ pip install flask flask-jsonpify
Both of this is showing error. Is it important to use python 2.7 for this?
I am using python 3.8.5
worked to me!
Here is my ‘requirements.txt’:
‘’’
aniso8601==8.1.1
click==7.1.2
Flask==1.1.2
Flask-Jsonpify==1.5.0
Flask-RESTful==0.3.8
Flask-SQLAlchemy==2.4.4
itsdangerous==1.1.0
Jinja2==2.11.3
MarkupSafe==1.1.1
pkg-resources==0.0.0
pytz==2021.1
six==1.15.0
SQLAlchemy==1.3.23
Werkzeug==1.0.1
‘’’
You need adjust the code on line #5 to ‘from flask_jsonpify import jsonify’
Everyone looking for the solution to “ModuleNotFound: flask.ext” Use ‘flask_jsonpify’ instead.