I'm trying to learn the Arrow library and improve my functional programming by transitioning some of my Android Kotlin code from more imperative style to functional style. I've been doing a type of MVI programming in the application to make testing simpler.
"Traditional" Method
ViewModel
My view model has a LiveData of the view's state plus a public method to pass user interactions from the view to the viewmodel so the view model can update state in whatever way is appropriate.
class MyViewModel: ViewModel() {
val state = MutableLiveData(MyViewState()) // MyViewState is a data class with relevant data
fun instruct(intent: MyIntent) { // MyIntent is a sealed class of data classes representing user interactions
return when(intent) {
is FirstIntent -> return viewModelScope.launch(Dispatchers.IO) {
val result = myRoomRepository.suspendFunctionManipulatingDatabase(intent.myVal)
updateStateWithResult(result)
}.run { Unit }
is SecondIntent -> return updateStateWithResult(intent.myVal)
}
}
}
Activity
The Activity subscribes to the LiveData and, on changes to state, it runs a render function using the state. The activity also passes user interactions to the view model as intents (not to be confused with Android's Intent class).
class MyActivity: AppCompatActivity() {
private val viewModel = MyViewModel()
override fun onCreateView() {
viewModel.state.observe(this, Observer { render(it) })
myWidget.onClickObserver = {
viewModel.instruct(someIntent)
}
}
private fun render(state: MyViewState) { /* update view with state */ }
}
Arrow.IO Functional Programming
I'm having trouble finding examples that aren't way over my head using Arrow's IO monad to make impure functions with side effects obvious and unit-testable.
View Model
So far I have turned my view model into:
class MyViewModel: ViewModel() {
// ...
fun instruct(intent: MyIntent): IO<Unit> {
return when(intent) {
is FirstIntent -> IO.fx {
val (result) = effect { myRoomRepository.suspendFunctionManipulatingDatabase(intent.myVal) }
updateStateWithResult(result)
}
is SecondIntent -> IO { updateStateWithResult(intent.myVal) }
}
}
}
I do not know how I am supposed to make this IO stuff run in Dispatcher.IO like I've been doing with viewModelScope.launch. I can't find an example for how to do this with Arrow. The ones that make API calls all seem to be something other than Android apps, so there is no guidance about Android UI vs IO threads.
View model unit test
Now, because one benefit I'm seeing to this is that when I write my view model's unit tests, I can have a test. If I mock the repository in order to check whether suspendFunctionManipulatingDatabase is called with the expected parameter.
@Test
fun myTest() {
val result: IO<Unit> = viewModel.instruct(someIntent)
result.unsafeRunSync()
// verify suspendFunctionManipulatingDatabase argument was as expected
}
Activity
I do not know how to incorporate the above into my Activity.
class MyActivity: AppCompatActivity() {
private val viewModel = MyViewModel()
override fun onCreateView() {
viewModel.state.observe(this, Observer { render(it) })
myWidget.onClickObserver = {
viewModel.instruct(someIntent).unsafeRunSync() // Is this how I should do it?
}
}
// ...
}
My understanding is anything in an IO block does not run right away (i.e., it's lazy). You have to call attempt() or unsafeRunSync() to get the contents to be evaluated.
Calling
viewModel.instructfrom Activity means I need to create some scope and invoke inDispatchers.IOright? Is this Bad(TM)? I was able to confine coroutines completely to the view model using the "traditional" method.Where do I incorporate
Dispatchers.IOto replicate what I did withviewModelScope.launch(Dispatchers.IO)?Is this the way you're supposed to structure a unit test when using Arrow's
IO?
