While most of the examples that I've seen are using marbles diagrams to assert that a RxJS stream is behaving as intended, I'm of the opinion that most of these tests don't benefit from the marble diagram syntax.
The reason why I think that, is because marbles are testing implementation details and this isn't useful for us as consumers. We can expect that each operator is tested (within the producer's codebase, e.g. the RxJS repository) to verify that it operates in an expected way. When we, as consumers. write tests we should only be interested, for the most part, in the output of the stream. I do think that marble diagrams are useful when you're writing your custom operators because then it's important to test these implementation details. Besides, I can say from my experience that it can take a while to understand your first marble diagram and take up some more time to write your first test.
Because of this, I used
rxjs-for-await to write the tests for rx-query. In this post, we'll write a test using
rxjs-for-await and then compare it with other RxJS testing strategies. I hope this simple example illustrates why I do prefer these tests of marble tests.
As an example, let's test a simple
map to map a value to its corresponding letter in the alphabet, over a certain amount of time.
The example code looks like this:
rxjs-for-await written by Ben Lesh doesn't have its primary focus on making testing easy, but it's created to support the
A happy coincidence, because this does come in handy while writing tests because we can just await the stream to complete and verify the outcome.
When you're writing tests with
rxjs-for-await it's important to complete the stream.
Otherwise, it will just keep waiting until the stream completes, resulting in a timeout error.
When we compare this test to other RxJS testing strategies, using the marble syntax we can clearly see the differences between the two and and each other's focus.
RxJS Testing link
TestScheduler is provided by RxJS to write tests using the marble diagram syntax.
In the test case below, you can see that every frame of the stream is asserted, each frame that is just waiting, and each frame that emits a value.
This is important when you're writing operators, and that's probably why this approach is used in the RxJS codebase to test the RxJS operators.
But it also makes things more complex, especially if you're not used to reading or writing marble diagrams.
Now, let's take a look at how the same test is written with the popular
jasmine-marbles package. It uses the same syntax to write the marble diagrams, but it doesn't require the setup to create the
jasmine-marbles, we end up with the following test.
Another great library from Nicholas Jamieson, called
It can be compared with
jasmine-marbles as it also gets rid of the setup and it also uses the same marble diagram syntax. The main difference is that
rxjs-marbles can be used across all test frameworks. That's the reason why its API is different compared to
I think that marble tests are great for testing implementation details, every frame is important while writing your own RxJS operators. The only way to test these, in a descriptive way, is by using marble tests. This is clearly showcased in the RxJS repository.
But the advantages don't outweigh the disadvantages when it comes to testing most of the code that lives inside an application. Here, we should be interested in the output of a stream. Marble diagrams are also not helping to enlarge the pit of success, I haven't encountered a developer yet that immediately gets marble diagrams and feel comfortable to write their first test cases with it. Most of the tests I've seen in application code are also brittle to change, e.g. they fail when a detail, for example a timer duration, is modified.
Alex Okrushko did point out a drawback to this approach. Some tests will take longer to run (and might even time-out), or you will have to mock the timers. This is crucial when you have timers that wait multiple seconds. This is not the case with marble tests, and also with
That's why I like
rxjs-for-await. It helps to reduce the complexity of writing and reading RxJS tests. Simply put, it's simply input in, and output out.
That's why I wrote all the tests for
rx-query using the
rxjs-for-await package. For more use-cases, check out the test cases inside the repository.
This is a new library, written by Shai Reznik not too long ago.
This was my first look into
ObserverSpy, and I think it's great.
It solves the same problem that I had with marble tests, and I couldn't have said it any better than Shai:
Marble tests are very powerful, but at the same time can be very complicated to learn and to reason about for some people. You need to learn and understand cold and hot observables, schedulers and to learn a new syntax just to test a simple observable chain.
The only, small, downside compared to
rxjs-for-await is that you have to learn a new API, whereas
async/await feature. The plus side of using
ObserverSpy is that it has useful helper methods to read the output values of the stream.
You don't need an extra dependency to test your RxJS streams.
The output of a stream can be tested via the callbacks provided by a subscription, for example, the
But be careful when you go down this road, as this might lead to false positives.
In the test below it's crucial to use the
done callback (from your test framework). If you don't use the
done callback, the test completes before the
complete callback is invoked, and thus will the assertion inside of the
complete callback never be tested.
In other words, the test will always pass, even when it shouldn't.
This will probably lead to false-positives, as it was in my case.
That's why I suggest you to take a look at
This way you can have confidence in the tests you write.
I appreciate it if you would support me if have you enjoyed this post and found it useful, thank you in advance.