--- name: matlab-test-generator description: Create comprehensive MATLAB unit tests using the MATLAB Testing Framework. Use when generating test files, test cases, unit tests, test suites, or when the user requests testing for MATLAB code, functions, or classes. license: MathWorks BSD-3-Clause (see LICENSE) --- # MATLAB Test Generator This skill provides comprehensive guidelines for creating robust unit tests using the MATLAB Testing Framework. Generate test classes, test methods, and test suites following MATLAB best practices. ## When to Use This Skill - Creating unit tests for MATLAB functions or classes - Generating test suites for existing code - Writing test cases with assertions and fixtures - Creating parameterized tests - Setting up test environments with setup/teardown methods - When user requests testing, test coverage, or mentions unit tests ## MATLAB Testing Framework Overview MATLAB supports multiple testing approaches: 1. **Script-Based Tests** - Simple test scripts with assertions 2. **Function-Based Tests** - Test functions with local functions for each test 3. **Class-Based Tests** - Full-featured test classes (recommended for complex testing) ## Test Class Structure ### Basic Test Class Template ```matlab classdef MyFunctionTest < matlab.unittest.TestCase % Tests for myFunction properties (TestParameter) % Define parameters for parameterized tests end properties % Test fixtures and shared data end methods (TestClassSetup) % Runs once before all tests end methods (TestClassTeardown) % Runs once after all tests end methods (TestMethodSetup) % Runs before each test method end methods (TestMethodTeardown) % Runs after each test method end methods (Test) % Individual test methods end end ``` ## Critical Rules ### File Naming - **Test files MUST end with `Test.m`** (e.g., `myFunctionTest.m`) - Class name must match filename - Follow PascalCase naming convention - Place in `tests/` directory or alongside source with `Test` suffix ### Test Method Naming - Use descriptive, readable names - Start with lowercase letter - Use camelCase - Describe what is being tested - Example: `testAdditionWithPositiveNumbers` ### Assertions Always use the appropriate assertion method: - `verifyEqual(actual, expected)` - Continues testing on failure - `assertEqual(actual, expected)` - Stops testing on failure (legacy) - `verifyTrue(condition)` - Verify boolean condition - `verifyError(f, errorID)` - Verify function throws error - `verifyWarning(f, warningID)` - Verify function issues warning - `verifyInstanceOf(actual, expectedClass)` - Verify object type - `verifySize(actual, expectedSize)` - Verify array size - `verifyEmpty(actual)` - Verify empty array ## Complete Test Examples ### Example 1: Testing a Simple Function Function to test (`add.m`): ```matlab function result = add(a, b) % ADD Add two numbers result = a + b; end ``` Test class (`addTest.m`): ```matlab classdef addTest < matlab.unittest.TestCase % Tests for add function methods (Test) function testAddPositiveNumbers(testCase) % Test addition of positive numbers result = add(2, 3); testCase.verifyEqual(result, 5); end function testAddNegativeNumbers(testCase) % Test addition of negative numbers result = add(-2, -3); testCase.verifyEqual(result, -5); end function testAddMixedNumbers(testCase) % Test addition of positive and negative result = add(5, -3); testCase.verifyEqual(result, 2); end function testAddZero(testCase) % Test addition with zero result = add(5, 0); testCase.verifyEqual(result, 5); end function testAddArrays(testCase) % Test element-wise addition of arrays result = add([1 2 3], [4 5 6]); testCase.verifyEqual(result, [5 7 9]); end end end ``` ### Example 2: Parameterized Tests ```matlab classdef calculateAreaTest < matlab.unittest.TestCase % Tests for calculateArea function with parameters properties (TestParameter) rectangleDims = struct(... 'small', struct('width', 2, 'height', 3, 'expected', 6), ... 'large', struct('width', 10, 'height', 20, 'expected', 200), ... 'unit', struct('width', 1, 'height', 1, 'expected', 1)); end methods (Test) function testRectangleArea(testCase, rectangleDims) % Test rectangle area calculation area = calculateArea(rectangleDims.width, rectangleDims.height); testCase.verifyEqual(area, rectangleDims.expected); end end end ``` ### Example 3: Tests with Fixtures ```matlab classdef DataProcessorTest < matlab.unittest.TestCase % Tests for DataProcessor class with setup/teardown properties TestData TempFile end methods (TestMethodSetup) function createTestData(testCase) % Create test data before each test testCase.TestData = rand(100, 5); testCase.TempFile = tempname; end end methods (TestMethodTeardown) function deleteTestData(testCase) % Clean up after each test if isfile(testCase.TempFile) delete(testCase.TempFile); end end end methods (Test) function testDataLoading(testCase) % Test data loading functionality save(testCase.TempFile, 'data', testCase.TestData); processor = DataProcessor(testCase.TempFile); testCase.verifyEqual(processor.data, testCase.TestData); end function testDataNormalization(testCase) % Test data normalization processor = DataProcessor(); processor.data = testCase.TestData; normalized = processor.normalize(); testCase.verifyLessThanOrEqual(max(normalized(:)), 1); testCase.verifyGreaterThanOrEqual(min(normalized(:)), 0); end end end ``` ### Example 4: Error Testing ```matlab classdef validateInputTest < matlab.unittest.TestCase % Tests for validateInput function methods (Test) function testValidInput(testCase) % Test valid input passes testCase.verifyWarningFree(@() validateInput(5)); end function testNegativeInputError(testCase) % Test negative input throws error testCase.verifyError(@() validateInput(-5), 'MATLAB:validators:mustBePositive'); end function testNonNumericInputError(testCase) % Test non-numeric input throws error testCase.verifyError(@() validateInput('text'), 'MATLAB:validators:mustBeNumeric'); end function testEmptyInputError(testCase) % Test empty input throws error testCase.verifyError(@() validateInput([]), 'MATLAB:validators:mustBeNonempty'); end end end ``` ## Test Organization Best Practices ### Directory Structure ``` project/ ├── src/ │ ├── myFunction.m │ └── MyClass.m └── tests/ ├── myFunctionTest.m └── MyClassTest.m ``` ### Running Tests **Run all tests in directory:** ```matlab results = runtests('tests') ``` **Run specific test class:** ```matlab results = runtests('myFunctionTest') ``` **Run specific test method:** ```matlab results = runtests('myFunctionTest/testAddPositiveNumbers') ``` **Generate test suite:** ```matlab suite = testsuite('tests'); results = run(suite); ``` **With coverage report:** ```matlab import matlab.unittest.TestRunner import matlab.unittest.plugins.CodeCoveragePlugin runner = TestRunner.withTextOutput; runner.addPlugin(CodeCoveragePlugin.forFolder('src')); results = runner.run(testsuite('tests')); ``` ## Assertion Tolerance For floating-point comparisons, use tolerance: ```matlab % Absolute tolerance testCase.verifyEqual(actual, expected, 'AbsTol', 1e-10); % Relative tolerance testCase.verifyEqual(actual, expected, 'RelTol', 1e-6); % Both testCase.verifyEqual(actual, expected, 'AbsTol', 1e-10, 'RelTol', 1e-6); ``` ## Test Assumptions Use assumptions to skip tests when prerequisites aren't met: ```matlab function testPlotting(testCase) % Skip test if not running in graphical environment testCase.assumeTrue(usejava('desktop'), 'Requires desktop environment'); % Test code here fig = figure; plot(1:10); testCase.verifyInstanceOf(fig, 'matlab.ui.Figure'); close(fig); end ``` ## Test Tagging Tag tests for selective execution: ```matlab methods (Test, TestTags = {'Unit'}) function testBasicOperation(testCase) % Fast unit test end end methods (Test, TestTags = {'Integration', 'Slow'}) function testDatabaseConnection(testCase) % Slower integration test end end ``` Run tagged tests: ```matlab % Run only Unit tests suite = testsuite('tests', 'Tag', 'Unit'); results = run(suite); ``` ## Mock Objects and Stubs For testing code with dependencies: ```matlab function testWithMock(testCase) % Create mock object import matlab.mock.TestCase [mock, behavior] = testCase.createMock(?MyInterface); % Define behavior testCase.assignOutputsWhen(withAnyInputs(behavior.methodName), expectedOutput); % Use mock in test result = functionUnderTest(mock); testCase.verifyEqual(result, expectedValue); end ``` ## Performance Testing Test execution time: ```matlab function testPerformance(testCase) % Test function executes within time limit tic; result = expensiveFunction(largeData); elapsedTime = toc; testCase.verifyLessThan(elapsedTime, 1.0, ... 'Function should complete within 1 second'); end ``` ## Checklist for Test Creation Before finalizing tests, verify: - [ ] Test file ends with `Test.m` - [ ] Class inherits from `matlab.unittest.TestCase` - [ ] Test methods use descriptive names - [ ] Appropriate assertions used (verify vs assert) - [ ] Edge cases covered (empty, zero, negative, large values) - [ ] Error cases tested with `verifyError` - [ ] Floating-point comparisons use tolerance - [ ] Setup/teardown methods clean up resources - [ ] Tests are independent (can run in any order) - [ ] Tests follow Arrange-Act-Assert pattern - [ ] Parameterized tests used for similar test cases - [ ] Comments explain what is being tested ## Common Patterns ### Arrange-Act-Assert Pattern ```matlab function testCalculation(testCase) % Arrange - Set up test data input1 = 5; input2 = 3; expected = 8; % Act - Execute the code under test actual = myFunction(input1, input2); % Assert - Verify the result testCase.verifyEqual(actual, expected); end ``` ### Testing Private Methods ```matlab % Use access to test private methods classdef MyClassTest < matlab.unittest.TestCase methods (Test) function testPrivateMethod(testCase) obj = MyClass(); % Access private method result = obj.privateMethod(testCase); testCase.verifyEqual(result, expectedValue); end end end ``` ### Testing Static Methods ```matlab function testStaticMethod(testCase) % Test static method without instantiation result = MyClass.staticMethod(input); testCase.verifyEqual(result, expected); end ``` ## Troubleshooting **Issue**: Tests not discovered - **Solution**: Ensure filename ends with `Test.m` and class inherits from `matlab.unittest.TestCase` **Issue**: Floating-point comparison failures - **Solution**: Use `'AbsTol'` or `'RelTol'` parameters with `verifyEqual` **Issue**: Tests affecting each other - **Solution**: Ensure proper cleanup in teardown methods and test independence **Issue**: Slow test execution - **Solution**: Use tags to separate fast unit tests from slow integration tests ## Additional Resources - Use `doc matlab.unittest.TestCase` for complete assertion reference - Use `doc matlab.unittest.fixtures` for advanced fixture usage - Use `doc matlab.mock` for mocking framework documentation