Better Unit Testing with DataProviders

When unit testing your code, there are times when you need to test the same method or function with a variety of different parameters. For example, we have a function to check to see if a passed email is both valid and not already in the list of known emails:

We can run a simple test on this by creating a new test class:

The test above will pass but it doesn’t cover all of the possibilities that this function could run into in the real world. What happens if the email already exists or is not a real email? We need those tests too.

We have a couple of options to create those tests:

  • Write a new test function for each possible combination.
  • Use a DataProvider and run the same test using that data it provides.

Option 1: Write more tests.

Let’s start by looking at the first option. We will need to write a new assertion for each of the possible cases. Which looks like this:

These tests are valid but there is a fair amount of duplication in the code. The only real differences between the three assertions are the expected result, the email we’re adding and the known list. The rest of the code is the same.

What if we have a way of passing those three items as parameters to the same test? Well we do, it’s called a DataProvider.

Option 2 : Use a DataProvider

At its base, a DataProvider is a function that returns an array consisting of the parameters for each assertion to be run:

In practice, DataProviders usually returns an array of values for each test simply because at the very least you will want to pass the expected result of the test and a value to pass to the code your testing.

We’ll need to refactor our test code a bit in order to use a DataProvider:

As you can see, the testing function now accepts 3 parameters that will be passed to it from the DataProvider which looks like this:

** Just an aside here, the name you use for the Data Provider doesn’t matter, I tend to use the convention of using the test function name and changing test_  to data_  to make the association clear. ***

Each of the arrays being returned contains the parameters, in order, that the test function is expecting; The $expected_result , the  $new_email  we’re adding and the $list_of_known_emails

At this point, we have our testing function and the DataProvider ready but they don’t know about each other. Connecting them is easy, we simply a new annotation to the testing function and PHPUnit will make the connection for us:

Now when we run our tests, the test_is_new_and_valid_email  test will run for each index in the DataProvider array and will be passed their parameters. If you ever need to add another test case, it’s a simple as adding a new array to the DataProvider!

As you can see, even though there is a little more setup involved for a DataProvider, your tests become more concise and easier to maintain and extend.

Here is the final test class with some comments:

What do you think of dataProviders? Are they useful? Please let me know in the comments!

Spooferman

This was a very fun project to work on.

In response to many video parodies and tributes found online, Les Stroud tasked me with creating this portal for people to share either videos they created or found online.

I did all the artwork and programming on this project which included a custom built content management system for handling submissions, managing contests and many other features.

Technologies: HTML, CSS, PHP/MySQL, Javascript

The Design Firm

I just competed work on a WordPress theme for Luke Despatie & The Design Firm based on the very clean and elegant artwork provided by Luke. The theme itself has all the regular functionality you would expect of a WordPress theme with the addition of being able to update the full screen home page image and caption message via the CMS.