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Testing

This is an introduction to testing re-frame apps. It walks you through some choices.

What To Test

For any re-frame app, there's three things to test:

  • Event Handlers - most of your testing focus will be here because this is where most of the logic lives

  • Subscription Handlers - often not a lot to test here. Only Layer 3 subscriptions need testing.

  • View functions - I don't tend to write tests for views. There, I said it. Hey! It is mean to look at someone with that level of disapproval, while shaking your head. I have my reasons ...
    In my experience with the re-frame architecture, View Functions tend to be an unlikely source of bugs. And every line of code you write is like a ball & chain you must forevermore drag about, so I dislike maintaining tests which don't deliver good bang for buck.

And, yes, in theory there's also Effect Handlers (Domino 3) to test, but you'll hardly ever write one, and, anyway, each one is different, so I've got no good general insight to offer you for them. They will be ignored in this tutorial.

Test Terminology

Let's establish some terminology to aid the further explanations in this tutorial. Every unittest has 3 steps:

  1. setup initial conditions
  2. execute the thing-under-test
  3. verify that the thing-under-test did the right thing

Exposing Event Handlers For Test

Event Handlers are pure functions which should make them easy to test, right?

First, create a named event handler using defn like this:

(defn select-triangle
  [db [_ triangle-id]]
  ... return a modified version of db)

You'd register this handler in a separate step:

(re-frame.core/reg-event-db     ;; this is a "-db" event handler, not "-fx"
  :select-triangle
  [some-interceptors]
  select-triangle)    ;; <--- defn above. don't use an annonomous fn

This arrangement means the event handler function select-triangle is readily available to be unittested.

Event Handlers - Setup - Part 1

To test select-triangle, a unittest must pass in values for the two arguments db and v. And, so, our setup would have to construct both values.

But how to create a useful db value?

db is a map of a certain structure, so one way would be to simply assoc values into a map at certain paths to simulate a real-world db value or, even easier, just use a map literal, like this:

;; a test
(let [
      ;; setup - create db and event
      db      {:some 42  :thing "hello"}   ; a literal
      event   [:select-triangle :other :event :args]

      ;; execute
      result-db (select-triange db event)]

      ;; validate that result-db is correct)
      (is ...)

This certainly works in theory, but in practice, unless we are careful, constructing the db value in setup could:

  • be manual and time consuming
  • tie tests to the internal structure of app-db

The setup of every test could end up relying on the internal structure of app-db and any change in that structure (which is inevitable over time) would result in a lot re-work in the tests. That's too fragile.

So, this approach doesn't quite work.

Event Handlers - Setup - Part 2

In re-frame, Events are central. They are the "language of the system". They provide the eloquence.

The db value (stored in app-db) is the cumulative result of many event handlers running.

We can use this idea. In setup, instead of manually trying to create that db value, we could "build up" a db value by threading db through many event handlers which cumulatively create the required initial state. Tests then need know nothing about the internal structure of that db.

Like this:

(let [
      ;; setup - cummulatively build up db
      db (-> {}    ;; empty db
             (initialise-db [:initialise-db])   ;; each event handler expects db and event
             (clear-panel   [:clear-panel])
             (draw-triangle [:draw-triangle 1 2 3]))

      event  [:select-triange :other :stuff]

      ;; now execute the event handler under test
      db'    (select-triange db event)]

      ;; validate that db' is correct
      (is ...)

This approach works so long as all the event handlers are of the -db kind, but the threading gets a little messy when some event handlers are of the -fx kind which take a coeffect argument and return effects, instead of a db value.

So, this approach is quite workable in some cases, but can get messy in the general case.

Event Handlers - Setup - Part 3

There is further variation which is quite general but not as pure.

During test setup we could literally just dispatch the events which would put app-db into the right state.

Except, we'd have to use dispatch-sync rather dispatch to force immediate handling of events, rather than queuing.

;; setup - cummulatively build up db
(dispatch-sync [:initialise-db])
(dispatch-sync [:clear-panel])
(dispatch-sync [:draw-triangle 1 2 3])

;; execute
(dispatch-sync  [:select-triange :other :stuff])

;; validate that the valuein 'app-db' is correct
;; perhaps with subscriptions

Notes:

  1. we use dispatch-sync because dispatch is async (event is handled not now, but soon)
  2. Not pure. We are choosing to mutate the global app-db. But having said that, there's something about this approach which is remarkably pragmatic.
  3. the setup is now very natural. The associated handlers can be either -db or -fx
  4. if the handlers have effects other than just updating app-db, we might need to stub out XXX
  5. How do we look at the results ????

If this method appeals to you, you should ABSOLUTELY review the utilities in this helper library: re-frame-test.

In summary, event handlers should be easy to test because they are pure functions. The interesting part is the unittest "setup" where we need to establish an initial value for db.

Subscription Handlers

Here's a Subscription Handler from the todomvc example:

(reg-sub
  :visible-todos

  ;; signal function
  (fn [query-v _]
    [(subscribe [:todos])
     (subscribe [:showing])])

  ;; computation function
  (fn [[todos showing] _]   ;; that 1st parameter is a 2-vector of values
    (let [filter-fn (case showing
                      :active (complement :done)
                      :done   :done
                      :all    identity)]
      (filter filter-fn todos))))

How do we test this?

First, we could split the computation function from its registration, like this:

(defn visible-todos
  [[todos showing] _]

  (let [filter-fn (case showing
                    :active (complement :done)
                    :done   :done
                    :all    identity)]
   (filter filter-fn todos)))

(reg-sub
  :visible-todos
  (fn [query-v _]
      [(subscribe [:todos])
       (subscribe [:showing])])
  visible-todos)     ;; <--- computation function used here

That makes visible-todos available for direct unit testing. But, as we experienced with Event Handlers, the challenge is around constructing db values (first parameter) in a way which doesn't become fragile.

View Functions - Part 1

Components/views are more tricky and there are a few options.

But remember my ugly secret - I don't tend to write tests for my views.

But here's how, theoretically, I'd write tests if I wasn't me ...

If a View Function is Form-1, then it is fairly easy to test.

A trivial example:

(defn greet
   [name]
   [:div "Hello " name])

(greet "Wiki")
;;=> [:div "Hello " "Wiki"]

So, here, testing involves passing values into the function and checking the data structure returned for correctness.

What's returned is hiccup, of course. So how do you test hiccup for correctness?

hiccup is just a clojure data structure - vectors containing keywords, and maps, and other vectors, etc. Perhaps you'd use https://github.com/nathanmarz/specter to declaratively check on the presence of certain values and structures? Or do it more manually.

View Functions - Part 2A

But what if the View Function has a subscription?

(defn my-view
  [something]
  (let [val  (subscribe [:query-id])]     ;; <-- reactive subscription
    [:div .... using @val in here]))

The use of subscribe makes the function impure (it obtains data from places other than its args).

A testing plan might be:

  1. setup app-db with some values in the right places (via dispatch of events?)
  2. call my-view (with a parameter) which will return hiccup
  3. check the hiccup structure for correctness.

Continuing on, in a second phase you could then:

  1. change the value in app-db (which will cause the subscription to fire)
  2. call view functions again (hiccup returned)
  3. check the new hiccup for correctness.

Which is all possible, if a little messy.

View Functions - Part 2B

There is a pragmatic method available to handle the impurity: use with-redefs to stub out subscribe. Like this:

(defn subscription-stub [x]
  (atom
    (case x
      [:query-id] 42)))

(deftest some-test
  (with-redefs [re-frame/subscribe (subscription-stub)]
    (testing "some some view which does a subscribe"
      ..... call the view function and the hiccup output)))

For more integration level testing, you can use with-mounted-component from the reagent-template to render the component in the browser and validate the generated DOM.

View Functions - Part 2C

Or ... there is another option: you can structure in the first place for pure view functions.

The trick here is to create an outer and inner component. The outer sources the data (via a subscription), and passes it onto the inner as props (parameters).

As a result, the inner component, which does the testable work, is pure and easily tested. The outer is impure but trivial.

To get a more concrete idea, I'll direct you to another page in the re-frame docs which has nothing to do with testing, but it does use this simple-outer-subscribe-with-complicated-inner-render pattern for a different purpose: Using Stateful JS Components

Note: this technique could be made simple and almost invisible via the use of macros.

This pattern has been independently discovered by many. For example, here it is called the Container/Component pattern.

Summary

Event handlers will be your primary focus when testing. Remember to review the utilities in re-frame-test.

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