Writing effective tests is crucial for ensuring the quality and reliability of your FastAPI applications. In this section, we’ll explore the fundamental concepts of testing FastAPI applications using Pytest. We’ll cover topics like creating test clients, testing endpoints, and handling database interactions.
Creating a Test Client
To test your FastAPI application, you’ll need to create a test client using the TestClient
class from the fastapi.testclient
module. This client allows you to make HTTP requests to your application and inspect the responses.
Example:
Python
import pytest
from fastapi import FastAPI
from fastapi.testclient import TestClient
app = FastAPI()
@app.get("/")
def read_root():
return {"Hello": "World"}
@pytest.fixture
def client():
with TestClient(app) as client:
yield client
In this example, we create a TestClient
instance within a fixture named client
. This allows us to use the client in our test functions.
Testing Endpoints
Once you have a test client, you can use it to make requests to your application’s endpoints and assert the expected results.
Example:
Python
def test_read_root(client):
response = client.get("/")
assert response.status_code == 200
assert response.json() == {"Hello": "World"}
In this example, we test the /
endpoint by making a GET request and asserting that the response status code is 200 and the response JSON contains the expected data.
Testing Database Interactions
If your FastAPI application interacts with a database, you’ll need to handle database setup and teardown in your tests. You can use fixtures or custom code to manage database connections and data.
Example:
Python
@pytest.fixture
def db_session():
# Create a database session
session = Session()
yield session
session.close()
def test_create_user(client, db_session):
# Create a user
response = client.post("/users", json={"name": "Alice"})
assert response.status_code == 201
# Check if the user was created
user = db_session.query(User).filter(User.name == "Alice").first()
assert user is not None
In this example, we create a db_session
fixture to manage the database session. We use the fixture to create a user and then check if the user was created successfully.