Home >Backend Development >Python Tutorial >Building a String Calculator with Test-Driven Development (TDD): A Step-by-Step Guide
We will implement a string calculator in Python using a test-driven development (TDD) approach. This means we will write tests for each feature before implementing the corresponding functionality.
You can refer to the link https://osherove.com/tdd-kata-1 as your checkpoints for implementing TDD. The link provides step-by-step instructions that you can follow.
In your project folder, create two files: string_calculator.py and tests/test_string_calculator.py. We'll implement the features step by step. First, we need to create a StringCalculator class with an add method.
Let's write the first test for our application using the unittest library. Open the tests/test_string_calculator.py file and start with the following code:
import unittest from string_calculator import StringCalculator class TestStringCalculator(unittest.TestCase): """Test suite for the StringCalculator class.""" def setUp(self): """ Create a new instance of StringCalculator for each test. Can use static method to avoid creating a new instance. """ self.calculator = StringCalculator() def test_empty_string_returns_zero(self): """ Test case: Adding an empty string should return 0. Input: "" Expected Output: 0 """ self.assertEqual(self.calculator.add(""), 0)
Now, let's implement the StringCalculator class in the string_calculator.py file:
class StringCalculator: def add(self, numbers:str): if not numbers: return 0
To run the tests, follow these steps:
Ensure that you are in the project directory where your string_calculator.py and tests/test_string_calculator.py files are located.
Open your terminal or command prompt.
Run the following command to execute the tests:
python -m unittest discover tests
This command will automatically discover and run all tests within the tests folder.
You should see something like this if the test passes:
---------------------------------------------------------------------- Ran 1 test in 0.001s OK
If everything is set up correctly and the test case passes, it means your implementation for handling an empty string is working as expected.
We need to update the method to handle the case where there is only one number or two numbers in the input string, and it should return their sum. For an empty string, the method should return 0.
Open the tests/test_string_calculator.py file and add the following test cases to cover all the scenarios:
def test_add_single_number(self): """ Test case: Adding a single number should return the number itself. Input: "1" Expected Output: 1 """ self.assertEqual(self.calculator.add("1"), 1) def test_add_two_numbers(self): """ Test case: Adding two numbers should return their sum. Input: "1,2" Expected Output: 3 """ self.assertEqual(self.calculator.add("1,2"),3)
Now, update the add method in the string_calculator.py file to handle the addition of one or two numbers:
class StringCalculator: def add(self, numbers:str): if not numbers: return 0 ''' Split the string by commas, convert each value to an integer, and sum them up ''' numbers_list = map(int,numbers.split(',')) return sum(numbers_list)
You can test the code again by following the previous steps.
We'll write a test case to check if the method can handle multiple numbers separated by commas.
Open the tests/test_string_calculator.py file and add a test case to handle multiple numbers:
import unittest from string_calculator import StringCalculator class TestStringCalculator(unittest.TestCase): """Test suite for the StringCalculator class.""" def setUp(self): """ Create a new instance of StringCalculator for each test. Can use static method to avoid creating a new instance. """ self.calculator = StringCalculator() def test_empty_string_returns_zero(self): """ Test case: Adding an empty string should return 0. Input: "" Expected Output: 0 """ self.assertEqual(self.calculator.add(""), 0)
The functionality has already been implemented, so we can proceed to test the code and then move on to the next step.
Now, we need to enhance the add method to handle new lines (n) as valid separators between numbers, in addition to commas.
Open the tests/test_string_calculator.py file and add a test case to check if the method correctly handles new lines as separators:
class StringCalculator: def add(self, numbers:str): if not numbers: return 0
Next, update the add method in the string_calculator.py file to handle new lines (n) as separators. We can modify the method to replace n with commas, then split the string by commas.
Here's the updated code for the add method:
python -m unittest discover tests
You can test the code again by following the previous steps defined in step1.
In this step, we will enhance the functionality further to allow custom delimiters. For instance, users should be able to specify a custom delimiter at the beginning of the string. For example:
Open the tests/test_string_calculator.py file and add a test case to handle the custom delimiter functionality:
---------------------------------------------------------------------- Ran 1 test in 0.001s OK
To handle custom delimiters, update the add method to look for the delimiter in the input string. The delimiter should be specified at the beginning of the string after //.
Here’s the updated add method:
def test_add_single_number(self): """ Test case: Adding a single number should return the number itself. Input: "1" Expected Output: 1 """ self.assertEqual(self.calculator.add("1"), 1) def test_add_two_numbers(self): """ Test case: Adding two numbers should return their sum. Input: "1,2" Expected Output: 3 """ self.assertEqual(self.calculator.add("1,2"),3)
In this step, we need to modify the add method to handle negative numbers. When a negative number is passed, it should throw an exception with the message "negatives not allowed", and include the negative numbers that were passed.
Open the tests/test_string_calculator.py file and add a test case to handle the negative number exception:
class StringCalculator: def add(self, numbers:str): if not numbers: return 0 ''' Split the string by commas, convert each value to an integer, and sum them up ''' numbers_list = map(int,numbers.split(',')) return sum(numbers_list)
Now, modify the add method to check for negative numbers and raise a ValueError with the appropriate message.
Here's the updated add method:
def test_add_multiple_numbers(self): """ Test case: Adding multiple numbers should return their sum. Input: "1,2,3,4,5" Expected Output: 15 """ self.assertEqual(self.calculator.add("1,2,3,4,5"), 15)
In this step, we will add a method called GetCalledCount() to the StringCalculator class that will return how many times the add() method has been invoked. We will follow the TDD process by writing a failing test first, and then implementing the feature.
Start by adding a test case for the GetCalledCount() method. This test should check that the method correctly counts the number of times add() is called.
Open the tests/test_string_calculator.py file and add the following test:
import unittest from string_calculator import StringCalculator class TestStringCalculator(unittest.TestCase): """Test suite for the StringCalculator class.""" def setUp(self): """ Create a new instance of StringCalculator for each test. Can use static method to avoid creating a new instance. """ self.calculator = StringCalculator() def test_empty_string_returns_zero(self): """ Test case: Adding an empty string should return 0. Input: "" Expected Output: 0 """ self.assertEqual(self.calculator.add(""), 0)
Now, implement the GetCalledCount() method in the StringCalculator class. This method will need to keep track of how many times add() has been invoked.
Here’s the updated StringCalculator class:
class StringCalculator: def add(self, numbers:str): if not numbers: return 0
In this step, we will implement two requirements:
We will first write the tests for both of these requirements, then implement the functionality in the StringCalculator class.
Add the following tests for both the ignore numbers greater than 1000 and handling custom delimiters of any length. Open the tests/test_string_calculator.py file and add the following:
python -m unittest discover tests
Now, implement the functionality in the StringCalculator class. This will include:
Here’s the updated StringCalculator class:
---------------------------------------------------------------------- Ran 1 test in 0.001s OK
In this step, we will modify the add() method to support multiple delimiters of any length. This will allow us to handle cases where there are multiple delimiters in the format //[delimiter1][delimiter2]n.
Start by adding a test case to check for multiple delimiters. Open the tests/test_string_calculator.py file and add the following test:
def test_add_single_number(self): """ Test case: Adding a single number should return the number itself. Input: "1" Expected Output: 1 """ self.assertEqual(self.calculator.add("1"), 1) def test_add_two_numbers(self): """ Test case: Adding two numbers should return their sum. Input: "1,2" Expected Output: 3 """ self.assertEqual(self.calculator.add("1,2"),3)
Now, modify the add() method to handle multiple delimiters. The delimiters will be passed inside [], and we need to support handling multiple delimiters in the format //[delimiter1][delimiter2]n.
Here's the updated StringCalculator class to support this:
class StringCalculator: def add(self, numbers:str): if not numbers: return 0 ''' Split the string by commas, convert each value to an integer, and sum them up ''' numbers_list = map(int,numbers.split(',')) return sum(numbers_list)
Run the tests again to verify that everything works, including backward compatibility with the old format and support for the new multiple delimiters format:
def test_add_multiple_numbers(self): """ Test case: Adding multiple numbers should return their sum. Input: "1,2,3,4,5" Expected Output: 15 """ self.assertEqual(self.calculator.add("1,2,3,4,5"), 15)
The tests should pass for both old and new formats:
def test_add_numbers_with_newlines(self): """ Test case: Adding numbers separated by newlines should return their sum. Input: "1\n2\n3" Expected Output: 6 """ self.assertEqual(self.calculator.add("1\n2\n3"), 6)
Appreciate you following along with this TDD series! I hope you found it useful.
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