The Value Is the Boundary
Author’s Note: I do not take credit for the phrase used as the title of this blog post. It comes from Gary’s Ruby Conf 12 video recording entitled Boundaries mentioned below and in the previous blog post.
In the last blog post Testing Trade-offs, I talked about the difficulties of verifying the decisions and dependencies of our classes with the current mainstream testing methodologies. Based on a recorded conference talk by Gary Bernhardt, the focus was on effectively testing the logic a class contains and the dependent collobrators it takes in for coordinating with other classes and objects to perform its responsibilities. Mixing the two concerns in the same object definition requires utilizing both isolated unit testing and integration/integrated testing in order to adequately test cover the class. However, code designed this way seems to play to the weaknesses of each testing strategy just as much as it plays to their strengths (please see the previous blog post if you would like more details on that discussion).
Today let’s go one step further and talk about ways that we could more cleanly separate the concerns of decisions and dependencies, with the hope that we can create objects that better lend themselves to one type of testing over the other. Gary proposes that a such a codebase could have better modularity, scalability, and even concurrency. I assert that your code will also be more maintainable and extensible as well. Most of today’s content will take a lesson from the functional programming paradigm, including practices they have espoused for decades.
Frictionless Isolated Unit Testing
If you wanted to test the mathematical addition operator (i.e., the plus sign
+), what frameworks, tools, and/or coding tricks do you have to employ to
sufficiently isolate it from all other concerns and objects? Absolutely nothing!
There are no dependencies to mock or stub; it isolates for free. Why is that?
Gary cautions against assuming it is because the addition operator is simple and
lacks complexity. He digs deeper in order to identify two properities the
implementation of plus sign exhibits that allows it to be naturally isolated.
The first property is that the operator takes values as arguments and returns new values as output without any mutation. The second property is that the operator requires no dependencies in order to perform its computation and logic. Thus there is nothing to mock or stub when testing it, which was the major weakness of isolated unit testing. Also because of the lack of dependencies, no integrated tests are required in order to better test how the operator will behave in a production environment where there are no mocks and stubs. To test the addition operator we merely need to write simple pass-values-in, assert-value-out tests with no extra setup required.
As Gary applies these concepts to existing code, we notice a few changes. Pieces of domain logic and pieces of code that coordinate dependencies are separated from each other, broken out into new objects created for a single purpose and responsibility. The nature of the communication between objects also changed, with values (inputs and outputs) becoming the boundary between objects instead of the emphasis being on several synchronous method calls. Value objects focused on data (and not behavior) become the new contract between collaborating classes.
To Be Continued…
You may notice that many of these concepts have a functional programming influence. The properties of immutability and focus on data at the boundaries allow us to write code that isolates very easily and lends itself very well to isolated unit testing that is simple and not brittle. It is very good at verifying the domain logic and decision paths of our objects. Of course, we can’t write the entirety of our codebase in this manner with no dependencies ever. Next time I will discuss a code architecture that Gary proposes which can utilize this style of code married with some more imperative glue code that coordinates the dependencies in the system. We will also discuss testing those portions of code as well.