I started to implement automated tests recently and I have a little doubt of how to test my ViewModel functions. My project follows some clean architecture concepts, I'm using lib kotlin for mockito (https://github.com/nhaarman/mockito-kotlin) and I would like to do the following test: When call makeLoginUser get success then set loginUserLiveData .
I have studied some concepts and I know the tests I should do, but I am still in doubt as to how to do them, which objects should I mock for a given test and which should be instantiated. I needed a small example to address me.
Here is my test class and some classes of the structure of my project.
TestClass
#RunWith(JUnit4::class)
class MainViewModelTest {
#get:Rule
var instantTaskExecutorRule = InstantTaskExecutorRule()
#Mock
private lateinit var myRepository: MyRepository
private lateinit var loginUserUseCase: LoginUserUseCase
private lateinit var checkUserAuthenticatedUsecase: CheckUserAuthenticatedUsecase
private lateinit var logoutUserUseCase: LogoutUserUseCase
private lateinit var mainViewModel: MainViewModel
#Before
fun setUp() {
MockitoAnnotations.initMocks(this)
}
#Test
fun `When call makeLoginUser get success then set loginUserLiveData`() {
// prepare
myRepository = mock { // should I mock or instantiate?
on { execLoginUser(ArgumentMatchers.anyString(), ArgumentMatchers.anyString()) } doReturn Flowable.just(true)
}
loginUserUseCase = mock { // should I mock or instantiate?
on { execute(ArgumentMatchers.anyMap()) } doReturn Flowable.just(true)
}
mainViewModel = MainViewModel(loginUserUseCase, checkUserAuthenticatedUsecase, logoutUserUseCase)
val observer = mock<Observer<ResultState<Boolean>>> { mock }
// Execute
mainViewModel.makeLoginUser("test#gmail.com", "123456")
// Check
// ?
}
}
ViewModel
// components 'LoginUserUseCase', 'CheckUserAuthenticatedUsecase' and 'LogoutUserUseCase' injected via koin
class MainViewModel(
private val loginUserUseCase: LoginUserUseCase,
private val checkUserAuthenticatedUsecase: CheckUserAuthenticatedUsecase,
private val logoutUserUsecase: LogoutUserUseCase
): BaseViewModel() {
val loginUserLiveData = MutableLiveData<ResultState<Boolean>>()
val userAuthenticatedLiveData = MutableLiveData<ResultState<Boolean>>()
val logoutUserLiveData = MutableLiveData<ResultState<Boolean>>()
fun makeLoginUser(email: String, password: String) {
loginUserLiveData.postValue(ResultState.Loading())
loginUserUseCase.execute(mapOf(EMAIL to email, PASSWORD to password))
.subscribe({
loginUserLiveData.postValue(ResultState.Success(it))
}, {
loginUserLiveData.postValue(ResultState.Error(it))
}).addTo(disposables)
}
...
}
UseCase Domain Class
// components 'ThreadExecutor' and 'PostExecutionThread' injected via koin
abstract class FlowableUseCase<T, in Params> constructor(
private val threadExecutor: ThreadExecutor,
private val postExecutionThread: PostExecutionThread) {
protected abstract fun buildUseCaseObservable(params: Params? = null): Flowable<T>
open fun execute(params: Params? = null): Flowable<T> {
return this.buildUseCaseObservable(params)
.subscribeOn(Schedulers.from(threadExecutor))
.observeOn(postExecutionThread.scheduler)
}
}
Abstraction UseCases
// components 'MyRepository', 'ThreadExecutor' and 'PostExecutionThread' injected via koin
// 'MyRepository' abstracts remote and local data repository
class LoginUserUseCase(
private val myRepository: MyRepository,
threadExecutor: ThreadExecutor,
postExecutionThread: PostExecutionThread
): FlowableUseCase<Boolean, Map<String, Any>?>(threadExecutor, postExecutionThread) {
override fun buildUseCaseObservable(params: Map<String, Any>?) = myRepository
.execLoginUser(
params?.get(EMAIL) as String,
params[PASSWORD] as String
)
}
Related
I am using Hilt for DI in my project. I am trying write unit test cases for LiveData object, but it's not coming under coverage.
ViewModel
#HiltViewModel
class HealthDiagnosticsViewModel #Inject constructor(
private var networkHelper: NetworkHelper
) : ViewModel() {
var result = MutableLiveData<Int>()
.....
}
My unit test class is as below:
HealthViewModelTest
#HiltAndroidTest
#RunWith(RobolectricTestRunner::class)
#Config(application = HiltTestApplication::class)
class HealthDiagnosticsViewModelTest{
#get:Rule
var hiltRule = HiltAndroidRule(this)
#Inject
lateinit var networkHelper: NetworkHelper
lateinit var healthDiagnosticsViewModel: HealthDiagnosticsViewModel
#Before
fun setUp() {
hiltRule.inject()
healthDiagnosticsViewModel = HealthDiagnosticsViewModel(networkHelper)
}
#Test
fun testGetResult() {
val result = healthDiagnosticsViewModel.result.value
Assert.assertEquals(null, result)
}
#Test
fun testSetResult() {
healthDiagnosticsViewModel.result.value = 1
Assert.assertEquals(1, healthDiagnosticsViewModel.result.value)
}
}
Test Cases are passed but it's not coming under method coverage.
I'll share with you the an example of my code that would solve your problem.
I'm usnig ViewModel with Dagger Hilt
You don't have to use Robelectric, you can use MockK library.
Replace your HiltRule with this Rule:
#get:Rule
var rule: TestRule = InstantTaskExecutorRule()
This is my ViewModel class
using MockK, you can mock the networkHelper class without Hilt.
So, your setup method will be like that:
lateinit var networkHelper: NetworkHelper
......
......
......
#Before
fun setUp() {
networkHelper = mockk<NetworkHelper>()
healthDiagnosticsViewModel = HealthDiagnosticsViewModel(networkHelper)
}
4)The most important part in your test is to Observe to the LiveData first.
#Test
fun testGetResult() {
healthDiagnosticsViewModel.result.observeForever {}
val result = healthDiagnosticsViewModel.result.value
Assert.assertEquals(null, result)
}
You can observe to the livedata for each unit test, but keep in mind to Observe first before change data.
I'm trying to test this repository using a unit test with JUnit 4
class AppRepository #Inject constructor(
private val networkHelper: NetworkHelper,
private val weatherMapper: WeatherMapper,
private val cacheHelper: CacheHelper
) : Repository {
override fun fetchWeatherInfo(lat: Double, lng: Double): Flow<AppResult<Weather>> {
return networkHelper.getWeatherInfo(lat, lng).map {
when(it){
is AppResult.Error -> AppResult.Error(it.errorMessage)
is AppResult.Success -> AppResult.Success(weatherMapper.map(it.data))
}
}
}
}
So I've made a unit test class like this using coroutine dispatcher and mock some interfaces
for repository
#ExperimentalCoroutinesApi
#RunWith(JUnit4::class)
class AppRepositoryTest{
private val dispatcher = TestCoroutineDispatcher()
#Mock
private lateinit var networkHelper: NetworkHelper
#Mock
private lateinit var cacheHelper: CacheHelper
private val mapper=WeatherMapper()
private lateinit var repository: AppRepository
#Before
fun setup(){
MockitoAnnotations.openMocks(this)
repository= AppRepository(networkHelper,mapper,cacheHelper)
}
#Test
fun`check if weather info returned failed`(){
dispatcher.runBlockingTest {
val expected:AppResult<Weather> = AppResult.Error("Can't load weather info")
`when`(networkHelper.getWeatherInfo(1.0,1.0)).thenReturn(
flow { AppResult.Error("Can't load weather info") }
)
val result= repository.fetchWeatherInfo(1.0,1.0).single()
assertEquals(expected,result)
}
}
}
I want to test a failed case for the current repository function but the failed crashed due to this error
Flow is empty
java.util.NoSuchElementException: Flow is empty
at kotlinx.coroutines.flow.FlowKt__ReduceKt.single(Reduce.kt:62)
at kotlinx.coroutines.flow.FlowKt.single(Unknown Source)
at com.isma3il.photoweatherapp.data.repositories.AppRepositoryTest$check if weather info returned failed$1.invokeSuspend(AppRepositoryTest.kt:73)
at com.isma3il.photoweatherapp.data.repositories.AppRepositoryTest$check if weather info returned failed$1.invoke(AppRepositoryTest.kt)
at com.isma3il.photoweatherapp.data.repositories.AppRepositoryTest$check if weather info returned failed$1.invoke(AppRepositoryTest.kt)
so how to fix this issue and how to use flow in testing?
I totally forget to emit data inside the flow builder
like this
`when`(networkHelper.getWeatherInfo(1.0,1.0)).thenReturn(
flow { emit(AppResult.Error("Can't load weather info")) }
)
and that is works for me.
I clearly don't understand how to unit test business logic inside Transformation. In my specific case I need to test Transformations.map, but I guess Transformations.switchmap would be the same.
The following is just an example of my scenario, and what I'd like to achieve.
MyViewModel.kt
class MyViewModel: ViewModel() {
private val _sampleLiveDataIwannaTest : MutableLiveData<Int> = MutableLiveData()
val sampleLiveDataIWannaTest: Livedata<Int> = _sampleLiveDataIWannaTest
// ...
val liveDataImNotInterestedIn = Transformations.map(myRepository.streamingData){
streaming->
_sampleLiveDataIwannaTest.postValue(streaming.firstElementValue +streaming.lastElementValue)
streaming
}
// ...
}
With:
val liveDataImNotInteresedIn : LiveData<Foo>
myRepository.streamingData : LiveData<Foo>
myRepository.streamingData is a data source that wakes up the Transformations.map which, in turn, starts the business logic I'm interested in (the value posted in _sampleLiveDataIwannaTest). In this particular test, I don't care about anything else.
MyViewModelTest.kt
class MyViewModelTest {
#get:Rule val rule = InstantTaskExecutorRule()
#RelaxedMockK
lateinit var myRepository : MyRepository
#OverrideMockKs
lateinit var sut: MyViewModel
#Before
fun setUp() {
MockKAnnotations.init(this, relaxUnitFun = true)
}
#Test
fun Transformations_Test(){
sut.liveDataImNotInterestedIn.observeForever{}
// 1)I really don't know how to mock the livedata that returns from
// myRepository.streamingData . Something like this is correct?
// every{myRepository.streamingData}.returns{< LiveData of type Int > }
// 2) I wish to write this kind of test:
//
// assertEquals(5, sampleLiveDataIWannaTest.value)
}
I'm using MockK instead of Mockito.
The unit test code will look like this:
class MyViewModelTest {
#get:Rule
val rule = InstantTaskExecutorRule()
#RelaxedMockK
lateinit var myRepository : MyRepository
#RelaxedMockK
lateinit var mockedSampleLiveDataIWannaTest : Observer<Int>
#OverrideMockKs
lateinit var sut: MyViewModel
#Before
fun setUp() {
MockKAnnotations.init(this, relaxUnitFun = true)
}
#Test
fun Transformations_Test(){
val expected = (*YOUR EXPECTED DATA HERE FROM REPOSITORY*)
every { myRepository.streamingData() } answers { expected }
sut.sampleLiveDataIWannaTest.observeForever(mockedSampleLiveDataIWannaTest)
verify { myRepository.streamingData() }
verify() { mockedSampleLiveDataIWannaTest.onChanged(Int) }
confirmVerified(myRepository, mockedSampleLiveDataIWannaTest)
}
if your repository is using coroutines then change every to coEvery and verify to coVerify
to learn more about MockK: https://mockk.io/
I am new to JUnit test cases in Android. I heard that by using Mockito we can achieve easily.
My Android Class makes an external call to a REST API Service (Retrofit) that returns a JSON response. I have to mock that response (hardcoded JSON) and write test cases.
Please share your idea how to achieve this.
i am able to achieve.
updating with a piece of code.
class GenerateTripViewModelTest {
#Mock
private lateinit var mockRepository: GenerateTripRepository
private val schedulerProvider = SchedulerProvider(Schedulers.trampoline(), Schedulers.trampoline())
private lateinit var generateTripViewModel: GenerateTripViewModel
#Before
fun setUp() {
MockitoAnnotations.initMocks(this)
generateTripViewModel = GenerateTripViewModel(mockRepository, schedulerProvider)
}
#Test
fun SearchSuccessCase() {
val tripReq = GenerateTripReqModel(ArrayList<String>(),"123","xxxx","xxxx")
Mockito.`when`(mockRepository.generateTrip(tripReq)).thenReturn(Observable.just(GenerateTripResModel("")))
val testObserver = TestObserver<GenerateTripResModel>()
generateTripViewModel.generateTrip(tripReq).subscribe(testObserver)
testObserver.assertNoErrors()
}
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
class GenerateTripViewModel #Inject constructor(private val generateTripRepository: GenerateTripRepository,private val schedulerProvider: SchedulerProvider) : ViewModel() {
fun generateTrip(reqModel: GenerateTripReqModel) = generateTripRepository.generateTrip(reqModel)
}
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
#Singleton
class GenerateTripRepository #Inject constructor(
private val apiServices: ApiServices, private val context: Context,
private val appExecutors: AppExecutors = AppExecutors()) {
/**
* Generate Trip
*/
fun generateTrip(reqModel: GenerateTripReqModel): Observable<GenerateTripResModel> = apiServices.generateTrip(reqModel)
}
class Test{
#Mock
lateinit var redditApiService: RedditApiService
lateinit var postSettingsViewModel: PostSettingsViewModel
#Before
fun setUp() {
initMocks(this)
postSettingsViewModel = PostSettingsViewModel(redditApiService, userRepo)
}
#Test
fun testApi(){
Mockito.`when`(redditApiService.getSubreddits("asd")).thenReturn(Single
.just<SubredditResponse>(SubredditResponse(listOf(Subreddit("first")))))
//make your tests
}
}
You can use viewmodel or presenter and pass your api service there. With mockito you can specify function call and its return value. Mockito.when(api.get()).thenReturn(new Result()).
You can check google samples: https://github.com/googlesamples/android-architecture-components/blob/master/GithubBrowserSample/app/src/test/java/com/android/example/github/api/GithubServiceTest.kt
You can use product flavors for mock your response or user MockWebServer library or replace your retrofit interface with you implementation what return json from assets
upd: I misunderstood the question. I agree with Phowner Biring
I have the following viewmodel:
class ListViewModel(application: Application) : AndroidViewModel(application) {
private val appDatabase: AppDatabase by lazy {
AppDatabase.getInstance(application)
}
private val items: LiveData<List<Item>> by lazy {
appDatabase.itemDao().getAllItems()
}
fun getAllItems(): LiveData<List<Item>> {
return items
}
fun deleteItemById(id: Long) {
launch { async { appDatabase.itemDao().deleteItemById(id) } }
}
}
I have a test suite already in place at the DAO level, and because this viewmodel is simple an abstraction layer over my DAOs, I'm struggling to figure out how to create meaningful tests for this viewmodel.
I've tried mocking the DAOs using Mockito but can't seem to implement them properly. My latest attempt looks like this:
class ListViewModelTest {
lateinit var listViewModel: ListViewModel
#Mock
lateinit var context: Application
#Mock
lateinit var appDatabase: AppDatabase
#Mock
lateinit var items: LiveData<List<Item>>
#Before
fun setup() {
MockitoAnnotations.initMocks(this)
setupMocks()
listViewModel = ListViewModel(context)
}
fun setupMocks() {
`when`<Context>(context.applicationContext).thenReturn(context)
`when`(appDatabase.itemDao().getAllItems()).thenReturn(items)
}
#Test
fun getAllItems() {
listViewModel.getAllItems()
verify(appDatabase).itemDao().getAllItems()
}
#Test
fun deleteFilesystem() {
listViewModel.deleteItemById(0)
verify(appDatabase).itemDao().deleteItemById(0)
}
}
I'm pretty new to testing in general, so any general advice is also appreciated.