Summary: in this tutorial, you’ll learn how to organize the test code and how to use the various commands to run unit tests.
Organizing code
If you have a few modules, you can create test modules and place them within the same directory.
In practice, you may have many modules organized into packages. Therefore, it’s important to keep the development code and test code more organized.
It’s a good practice to keep the development code and the test code in separate directories. And you should place the test code in a directory called test
to make it obvious.
For demonstration purposes, we’ll create a sample project with the following structure:
D:\python-unit-testing
├── shapes
| ├── circle.py
| ├── shape.py
| └── square.py
└── test
├── test_circle.py
├── test_square.py
└── __init__.py
Code language: Python (python)
First, create the shapes
and test
directories in the project folder (python-unit-testing
).
Second, create three modules shape.py
, circle.py
, and square.py
modules and place them in the shapes
directory.
shape.py
from abc import ABC, abstractmethod
class Shape(ABC):
@abstractmethod
def area() -> float:
pass
Code language: Python (python)
The Shape
class is an abstract class that has the area()
method. It is the base class of the Circle
and Square
class.
circle.py
import math
from .shape import Shape
class Circle(Shape):
def __init__(self, radius: float) -> None:
if radius < 0:
raise ValueError('The radius cannot be negative')
self._radius = radius
def area(self) -> float:
return math.pi * math.pow(self._radius, 2)
Code language: Python (python)
The Circle
class also inherits from the Shape
class. It implements the area()
method that returns the area of the circle.
square.py
import math
from .shape import Shape
class Square(Shape):
def __init__(self, length: float) -> None:
if length < 0:
raise ValueError('The length cannot be negative')
self._length = length
def area(self) -> float:
return math.pow(self._length, 2)
Code language: Python (python)
Like the Circle
class, the Square
class has the area()
method that returns the area of the square.
Third, create the test_circle.py
and test_square.py
test modules and place them in the test
folder:
test_circle.py
import unittest
import math
from shapes.circle import Circle
from shapes.shape import Shape
class TestCircle(unittest.TestCase):
def test_circle_instance_of_shape(self):
circle = Circle(10)
self.assertIsInstance(circle, Shape)
def test_create_circle_negative_radius(self):
with self.assertRaises(ValueError):
circle = Circle(-1)
def test_area(self):
circle = Circle(2.5)
self.assertAlmostEqual(circle.area(), math.pi * 2.5*2.5)
Code language: Python (python)
The test_circle
module uses the Circle
and Shape
from the circle
and shape
test modules in the shapes
package.
test_square.py
import unittest
from shapes.square import Square
from shapes.shape import Shape
class TestSquare(unittest.TestCase):
def test_create_square_negative_length(self):
with self.assertRaises(ValueError):
square = Square(-1)
def test_square_instance_of_shape(self):
square = Square(10)
self.assertIsInstance(square, Shape)
def test_area(self):
square = Square(10)
area = square.area()
self.assertEqual(area, 100)
Code language: Python (python)
The test_square
module uses the Square
and Shape
classes from the square
and shape
modules in the shapes
package.
It’s important to create an __init__.py
file and place it in the test
folder. Otherwise, commands in the following section won’t work as expected.
Running unit tests
The unittest module provides you with many ways to run unit tests.
1) Running all tests
To run all tests in the test
directory, you execute the following command from the project directory folder (python-unit-testing
):
python -m unittest discover -v
Code language: Python (python)
The discover
is a subcommand that finds all the tests in the project.
Output:
test_area (test_circle.TestCircle) ... ok
test_circle_instance_of_shape (test_circle.TestCircle) ... ok
test_create_circle_negative_radius (test_circle.TestCircle) ... ok
test_area (test_square.TestSquare) ... ok
test_create_square_negative_length (test_square.TestSquare) ... ok
test_square_instance_of_shape (test_square.TestSquare) ... ok
----------------------------------------------------------------------
Ran 6 tests in 0.002s
OK
Code language: Python (python)
2) Running a single test module
To run a single test module, you use the following command:
python -m unittest test_package.test_module -v
Code language: Python (python)
For example, the following execute all tests in the test_circle
module of the test
package:
python -m unittest test.test_circle -v
Code language: Python (python)
Output:
test_area (test.test_circle.TestCircle) ... ok
test_circle_instance_of_shape (test.test_circle.TestCircle) ... ok
test_create_circle_negative_radius (test.test_circle.TestCircle) ... ok
----------------------------------------------------------------------
Ran 3 tests in 0.000s
OK
Code language: Python (python)
3) Running a single test class
A test module may have multiple classes. To run a single test class in a test module, you use the following command:
python -m unittest test_package.test_module.TestClass -v
Code language: Python (python)
For example, the following command tests the TestSquare
class from the test_square
module of the test package:
python -m unittest test.test_circle.TestCircle -v
Code language: Python (python)
Output:
test_area (test.test_square.TestSquare) ... ok
test_create_square_negative_length (test.test_square.TestSquare) ... ok
test_square_instance_of_shape (test.test_square.TestSquare) ... ok
----------------------------------------------------------------------
Ran 3 tests in 0.001s
OK
Code language: Python (python)
4) Running a single test method
To run a single test method of a test class, you use the following command:
python -m unittest test_package.test_module.TestClass.test_method -v
Code language: Python (python)
For example, the following command tests the test_area()
method of the TestCircle
class:
python -m unittest test.test_circle.TestCircle.test_area -v
Code language: Python (python)
Output:
test_area (test.test_circle.TestCircle) ... ok
----------------------------------------------------------------------
Ran 1 test in 0.001s
OK
Code language: Python (python)
Summary
- Place the development code and test code in separate directories. It’s a good practice to store the test code in the test directory.
- Use the command
python -m unittest discover -v
to discover and execute all the tests. - Use the command
python -m unittest test_package.test_module -v
to run a single test module. - Use the command
python -m unittest test_package.test_module.TestClass -v
to run a single test class. - Use the command
python -m unittest test_package.test_module.TestClass.test_method
-v to run a single test method.