Might I be so inclined to ask for a hand and or different perspectives on how to Unit Test a function on my Viewcontroller that calls an HTTP request to a Back End server using promise kit which returns JSON that is then decoded into the data types needed and then mapped.
This is one of the promise kit functions (called in viewWillAppear) to get stock values etc...
func getVantage(stockId: String) {
firstly {
self.view.showLoading()
}.then { _ in
APIService.Chart.getVantage(stockId: stockId)
}.compactMap {
return $0.dataModel()
}.done { [weak self] data in
guard let self = self else { return }
self.stockValue = Float(data.price ?? "") ?? 0.00
self.valueIncrease = Float(data.delta ?? "") ?? 0.00
self.percentageIncrease = Float(data.deltaPercentage ?? "") ?? 0.00
let roundedPercentageIncrease = String(format: "%.2f", self.percentageIncrease)
self.stockValueLabel.text = "\(self.stockValue)"
self.stockValueIncreaseLabel.text = "+\(self.valueIncrease)"
self.valueIncreasePercentLabel.text = "(+\(roundedPercentageIncrease)%)"
}.ensure {
self.view.hideLoading()
}.catch { [weak self] error in
guard let self = self else { return }
self.handleError(error: error)
}
}
I've thought of using expectations to wait until the promise kit function is called in the unit test like so :
func testChartsMain_When_ShouldReturnTrue() {
//Arange
let sut = ChartsMainViewController()
let exp = expectation(description: "")
let testValue = sut.stockValue
//Act
-> Note : this code down here doesn't work
-> normally a completion block then kicks in and asserts a value then checks if it fulfills the expectation, i'm not mistaken xD
-> But this doesn't work using promisekit
//Assert
sut.getVantage(stockId: "kj3i19") {
XCTAssert((testValue as Any) is Float && !(testValue == 0.0))
exp.fulfill()
}
self.wait(for: [exp], timeout: 5)
}
but the problem is promisekit is done in its own custom chain blocks with .done being the block that returns a value from the request, thus i can't form the completion block on the unit test like in conventional Http requests like :
sut.executeAsynchronousOperation(completion: { (error, data) in
XCTAssertTrue(error == nil)
XCTAssertTrue(data != nil)
testExpectation.fulfill()
})
You seem to have an awful amount of business logic in your view controller, and this is something that makes it harder (not impossible, but harder) to properly test your code.
Recommending to extract all networking and data processing code into the (View)Model of that controller, and expose it via a simple interface. This way your controller becomes as dummy as possible, and doesn't need much unit testing, and you'll be focusing the unit tests on the (view)model.
But that's another, long, story, and I deviate from the topic of this question.
The first thing that prevents you from properly unit testing your function is the APIService.Chart.getVantage(stockId: stockId), since you don't have control over the behaviour of that call. So the first thing that you need to do is to inject that api service, either in the form of a protocol, or in the form of a closure.
Here's the closure approach exemplified:
class MyController {
let getVantageService: (String) -> Promise<MyData>
func getVantage(stockId: String) {
firstly {
self.view.showLoading()
}.then { _ in
getVantageService(stockId)
}.compactMap {
return $0.dataModel()
}.done { [weak self] data in
// same processing code, removed here for clarity
}.ensure {
self.view.hideLoading()
}.catch { [weak self] error in
guard let self = self else { return }
self.handleError(error: error)
}
}
}
Secondly, since the async call is not exposed outside of the function, it's harder to set a test expectation so the unit tests can assert the data once it knows. The only indicator of this function's async calls still running is the fact that the view shows the loading state, so you might be able to make use of that:
let loadingPredicate = NSPredicate(block: { _, _ controller.view.isLoading })
let vantageExpectation = XCTNSPredicateExpectation(predicate: loadingPredicate, object: nil)
With the above setup in place, you can use expectations to assert the behaviour you expect from getVantage:
func test_getVantage() {
let controller = MyController(getVantageService: { _ in .value(mockedValue) })
let loadingPredicate = NSPredicate(block: { _, _ !controller.view.isLoading })
let loadingExpectation = XCTNSPredicateExpectation(predicate: loadingPredicate, object: nil)
controller.getVantage(stockId: "abc")
wait(for: [loadingExpectation], timeout: 1.0)
// assert the data you want to check
}
It's messy, and it's fragile, compare this to extracting the data and networking code to a (view)model:
struct VantageDetails {
let stockValue: Float
let valueIncrease: Float
let percentageIncrease: Float
let roundedPercentageIncrease: String
}
class MyModel {
let getVantageService: (String) -> Promise<VantageDetails>
func getVantage(stockId: String) {
firstly {
getVantageService(stockId)
}.compactMap {
return $0.dataModel()
}.map { [weak self] data in
guard let self = self else { return }
return VantageDetails(
stockValue: Float(data.price ?? "") ?? 0.00,
valueIncrease: Float(data.delta ?? "") ?? 0.00,
percentageIncrease: Float(data.deltaPercentage ?? "") ?? 0.00,
roundedPercentageIncrease: String(format: "%.2f", self.percentageIncrease))
}
}
}
func test_getVantage() {
let model = MyModel(getVantageService: { _ in .value(mockedValue) })
let vantageExpectation = expectation(name: "getVantage")
model.getVantage(stockId: "abc").done { vantageData in
// assert on the data
// fulfill the expectation
vantageExpectation.fulfill()
}
wait(for: [loadingExpectation], timeout: 1.0)
}
Related
I would like to test if my init function works as expected. There is an async call in the init within a Task {} block. How can I make my test wait for the result of the Task block?
class ViewModel: ObservableObject {
#Published private(set) var result: [Item]
init(fetching: RemoteFetching) {
self.result = []
Task {
do {
let result = try await fetching.fetch()
self.result = result // <- need to do something with #MainActor?
} catch {
print(error)
}
}
}
}
Test:
func testFetching() async {
let items = [Item(), Item()]
let fakeFetching = FakeFetching(returnValue: items)
let vm = ViewModel(fetching: FakeFetching())
XCTAssertEqual(vm.result, [])
// wait for fetching, but how?
XCTAssertEqual(vm.result, items])
}
I tried this, but setting the items, only happens after the XCTWaiter. The compiler warns that XCTWaiter cannot be called with await, because it isn't async.
func testFetching() async {
let items = [Item(), Item()]
let fakeFetching = FakeFetching(returnValue: items)
let expectation = XCTestExpectation()
let vm = ViewModel(fetching: FakeFetching())
XCTAssertEqual(vm.result, [])
vm.$items
.dropFirst()
.sink { value in
XCTAssertEqual(value, items)
expectation.fulfill()
}
.store(in: &cancellables)
let result = await XCTWaiter.wait(for: [expectation], timeout: 1)
XCTAssertEqual(result, .completed)
}
Expectation-and-wait is correct. You're just using it wrong.
You are way overthinking this. You don't need an async test method. You don't need to call fulfill yourself. You don't need a Combine chain. Simply use a predicate expectation to wait until vm.result is set.
Basically the rule is this: Testing an async method requires an async test method. But testing the asynchronous "result" of a method that happens to make an asynchronous call, like your init method, simply requires good old-fashioned expectation-and-wait test.
I'll give an example. Here's a reduced version of your code; the structure is essentially the same as what you're doing:
protocol Fetching {
func fetch() async -> String
}
class MyClass {
var result = ""
init(fetcher: Fetching) {
Task {
self.result = await fetcher.fetch()
}
}
}
Okay then, here's how to test it:
final class MockFetcher: Fetching {
func fetch() async -> String { "howdy" }
}
final class MyLibraryTests: XCTestCase {
let fetcher = MockFetcher()
func testMyClassInit() {
let subject = MyClass(fetcher: fetcher)
let expectation = XCTNSPredicateExpectation(
predicate: NSPredicate(block: { _, _ in
subject.result == "howdy"
}), object: nil
)
wait(for: [expectation], timeout: 2)
}
}
Extra for experts: A Bool predicate expectation is such a common thing to use, that it will be found useful to have on hand a convenience method that combines the expectation, the predicate, and the wait into a single package:
extension XCTestCase {
func wait(
_ condition: #escaping #autoclosure () -> (Bool),
timeout: TimeInterval = 10)
{
wait(for: [XCTNSPredicateExpectation(
predicate: NSPredicate(block: { _, _ in condition() }), object: nil
)], timeout: timeout)
}
}
The outcome is that, for example, the above test code can be reduced to this:
func testMyClassInit() {
let subject = MyClass(fetcher: fetcher)
wait(subject.result == "howdy")
}
Convenient indeed. In my own code, I often add an explicit assert, even when it is completely redundant, just to make it perfectly clear what I'm claiming my code does:
func testMyClassInit() {
let subject = MyClass(fetcher: fetcher)
wait(subject.result == "howdy")
XCTAssertEqual(subject.result, "howdy") // redundant but nice
}
Tnx to matt this is the correct way. No need for async in the test function and just using a predicate did the job.
func testFetching() {
let items = [Item(), Item()]
let fakeFetching = FakeFetching(returnValue: items)
let expectation = XCTestExpectation()
let vm = ViewModel(fetching: FakeFetching())
let pred = NSPredicate { _, _ in
vm.items == items
}
let expectation = XCTNSPredicateExpectation(predicate: pred, object: vm)
wait(for: [expectation], timeout: 1)
}
Slight variation on Matt's excellent answer. In my case, I've broken out his extension method into even more granular extensions for additional convenience.
Helper Framework
public typealias Predicate = () -> Bool
public extension NSPredicate {
convenience init(predicate: #escaping #autoclosure Predicate) {
self.init{ _, _ in predicate() }
}
}
public extension XCTNSPredicateExpectation {
convenience init(predicate: #escaping #autoclosure Predicate, object: Any) {
self.init(predicate: NSPredicate(predicate: predicate()), object: object)
}
convenience init(predicate: #escaping #autoclosure Predicate) {
self.init(predicate: NSPredicate(predicate: predicate()))
}
convenience init(predicate: NSPredicate) {
self.init(predicate: predicate, object: nil)
}
}
public extension XCTestCase {
func XCTWait(for condition: #escaping #autoclosure Predicate, timeout: TimeInterval = 10) {
let expectation = XCTNSPredicateExpectation(predicate: condition())
wait(for: [expectation], timeout: timeout)
}
}
With the above in place, the OP's code can be reduced to this...
Unit Test
func testFetching() {
let items = [Item(), Item()]
let fakeFetching = FakeFetching(returnValue: items)
let vm = ViewModel(fetching: FakeFetching())
XCTWait(for: vm.items == items, timeout: 1)
}
Notes on Naming
Above, I'm using a somewhat controversial name in calling my function XCTWait. This is because the XCT prefix should be considered reserved for Apple's XCTest framework. However, the decision to name it this way stems from the desire to improve its discoverability. By naming it as such, when a developer types XCT In their code editor, XCTWait is now presented as one of the offered auto-complete entries** making finding and using much more likely.
However, some purists may frown on this approach, citing if Apple ever added something named similar, this code may suddenly break/stop working (although unlikely unless the signatures also matched.)
As such, use such namings at your own discretion. Alternately, simply rename it to something you prefer/that meets your own naming standards.
(** Provided it is in the same project or in a library/package they've imported somewhere above)
I have two Publishers, I want to feed the second one with the result of first one, I could do what I wanted by calling the second one nested into the first one, it works but it does not feel good to look at, is there a better way to do it?
the first Publisher returns AnyPublisher<URL, Error> and the second one returns AnyPublisher<JsonModel, Error>
func upload(input: URL, output: URL) {
let converter = MP3Converter()
converter.convert(input: input, output: output)
.sink { [weak self] result in
if case .failure(let error) = result {
ConsoleLogger.log(error)
self?.uploadedRecordingURL = nil
}
} receiveValue: { url in
guard let data = try? Data(contentsOf: url) else {
return
}
self.repository.uploadCover(data: data)
.sink(receiveCompletion: { [weak self] result in
if case .failure(let error) = result {
ConsoleLogger.log(error)
self?.uploadedRecordingURL = nil
}
}, receiveValue: { [weak self] response in
self?.uploadedRecordingURL = response.fileURL
}).store(in: &self.disposables)
}.store(in: &disposables)
}
I think you've already deduced this, but just do be clear: you are using sink and its receiveValue completely wrong. Don't start a new chain or do any significant work here at all! There should be a simple sink at the end, followed by store to anchor the chain, and that's the end.
You are looking for flatMap. That is how you chain publishers. (See my https://www.apeth.com/UnderstandingCombine/operators/operatorsTransformersBlockers/operatorsflatmap.html.) You may have to give some thought to exactly what needs to pass from the first publisher and its chain down into the flatMap closure and what needs to pass on down the chain from there.
You could use flatmap to chain your publishers together.
// the code would roughly look like this
converter.convert(input: input, output: output).flatMap { data in
return self.repository.uploadCover(data: data)
}.sink(receiveCompletion: { [weak self] result in
if case .failure(let error) = result {
ConsoleLogger.log(error)
self?.uploadedRecordingURL = nil
}
}, receiveValue: { [weak self] response in
self?.uploadedRecordingURL = response.fileURL
}).store(in: &self.disposables)
Here's an example in playgrounds that compiles
import Combine
import Foundation
enum SomeError: Error {
}
let subject0 = CurrentValueSubject<Data, SomeError>(Data())
let pub0 = subject0.eraseToAnyPublisher()
func repoUpload(data: Data) -> AnyPublisher<URL, SomeError> {
// do the real work, this is just to get it to compile
let subject1 = CurrentValueSubject<URL, SomeError>(URL(fileURLWithPath: "Somepath"))
return subject1.eraseToAnyPublisher()
}
var disposables = Set<AnyCancellable>()
pub0.flatMap { data in
return repoUpload(data: data)
}.sink(receiveCompletion: { result in
print(result)
}, receiveValue: { response in
print(response)
}).store(in: &disposables)
I have the following function to perform an URL request:
final class ServiceManagerImpl: ServiceManager, ObservableObject {
private let session = URLSession.shared
func performRequest<T>(_ request: T) -> AnyPublisher<String?, APIError> where T : Request {
session.dataTaskPublisher(for: self.urlRequest(request))
.tryMap { data, response in
try self.validateResponse(response)
return String(data: data, encoding: .utf8)
}
.mapError { error in
return self.transformError(error)
}
.eraseToAnyPublisher()
}
}
Having these 2 following functions, I can now call the desired requests from corresponded ViewModel:
final class AuditServiceImpl: AuditService {
private let serviceManager: ServiceManager = ServiceManagerImpl()
func emptyAction() -> AnyPublisher<String?, APIError> {
let request = AuditRequest(act: "", nonce: String.randomNumberGenerator)
return serviceManager.performRequest(request)
}
func burbleAction(offset: Int) -> AnyPublisher<String?, APIError> {
let request = AuditRequest(act: "burble", nonce: String.randomNumberGenerator, offset: offset)
return serviceManager.performRequest(request)
}
}
final class AuditViewModel: ObservableObject {
#Published var auditLog: String = ""
private let auditService: AuditService = AuditServiceImpl()
init() {
let timer = Timer(timeInterval: 5, repeats: true) { _ in
self.getBurbles()
}
RunLoop.main.add(timer, forMode: .common)
}
func getBurbles() {
auditService.emptyAction()
.flatMap { [unowned self] offset -> AnyPublisher<String?, APIError> in
let currentOffset = Int(offset?.unwrapped ?? "") ?? 0
return self.auditService.burbleAction(offset: currentOffset)
}
.receive(on: RunLoop.main)
.sink(receiveCompletion: { [unowned self] completion in
print(completion)
}, receiveValue: { [weak self] burbles in
self?.auditLog = burbles!
})
.store(in: &cancellableSet)
}
}
Everything is fine when I use self.getBurbles() for the first time. However, for the next calls, print(completion) shows finished, and the code doesn't perform self?.auditLog = burbles!
I don't know how can I loop over the getBurbles() function and get the response at different intervals.
Edit
The whole process in a nutshell:
I call getBurbles() from class initializer
getBurbles() calls 2 nested functions: emptyAction() and burbleAction(offset: Int)
Those 2 functions generate different requests and call performRequest<T>(_ request: T)
Finally, I set the response into auditLog variable and show it on the SwiftUI layer
There are at least 2 issues here.
First when a Publisher errors it will never produce elements again. That's a problem here because you want to recycle the Publisher here and call it many times, even if the inner Publisher fails. You need to handle the error inside the flatMap and make sure it doesn't propagate to the enclosing Publisher. (ie you can return a Result or some other enum or tuple that indicates you should display an error state).
Second, flatMap is almost certainly not what you want here since it will merge all of the api calls and return them in arbitrary order. If you want to cancel any existing requests and only show the latest results then you should use .map followed by switchToLatest.
I think I am going to change all of my code functions from "callback functions" to "return functions". I don't like the "stairs" look of my code.
Do you think it is a good idea?
I don't understand the difference between the two (except for the asynchronous web service calls that force the use of the callback function in my code).
Callback function:
Declaration:
func methodToSelectData(strQuery : String, dataBase: String, completion: #escaping (_ result: [AnyObject]) -> Void) {
let arryToReturn : [AnyObject] = []
let contactDB = FMDatabase(path: String(methodToCreateDatabase(dataBase: dataBase)!.absoluteString) )
if (contactDB?.open())! {
let results:FMResultSet? = contactDB?.executeQuery(strQuery, withArgumentsIn: nil)
while results?.next() == true {
arryToReturn.add(results!.resultDictionary())
}
if arryToReturn.count == 0 {
completion(arryToReturn)
}
contactDB?.close()
} else {
print("Error: \(String(describing: contactDB?.lastErrorMessage()))")
}
completion(arryToReturn)
}
Usage:
DBHandler.sharedInstance.methodToSelectData(strQuery:"SELECT * FROM table", dataBase: "DB.db", completion: { resultQuery in
if (resultQuery.count > 0) {
...
}
})
Return function
Declaration:
func method2ToSelectData(strQuery : String, dataBase: String) -> [AnyObject] {
let arryToReturn : [AnyObject] = []
let contactDB = FMDatabase(path: String(methodToCreateDatabase(dataBase: dataBase)!.absoluteString) )
if (contactDB?.open())! {
let results:FMResultSet? = contactDB?.executeQuery(strQuery, withArgumentsIn: nil)
while results?.next() == true {
arryToReturn.add(results!.resultDictionary())
}
if arryToReturn.count == 0 {
return arryToReturn
}
contactDB?.close()
} else {
print("Error: \(String(describing: contactDB?.lastErrorMessage()))")
}
return arryToReturn
}
Usage:
let resultQuery = DBHandler.sharedInstance.method2ToSelectData(strQuery:"SELECT * FROM table", dataBase: "DB.db")
if (resultQuery.count > 0) {
...
}
What is the best way to use one or the other? I don't understand the subtlety very well.
It's really a matter of what you need in any given situation.
For something as simple as returning a piece of data, you can do just that:
// Definition //
func newString(firstHalf: String, secondHalf: String) -> String {
return firstHalf + secondHalf
}
// Usage //
print(newString(firstHalf: "Hello", secondHalf: "world"))
Something more complicated, like a data call, might need a completion handler or closure:
// Definition //
func getData(fromEndpoint endpoint: String, completion: (String) -> Void) {
let data = serverData(from: endpoint) //Makes the server request.
completion(data)
}
// Usage //
getData(fromEndpoint: "https://www.reddit.com/.json") { data in
doThings(with: data)
}
You don't necessarily need an asynchronous call to use a closure/callback, but it tends to be one of the most common use-cases for one. As you do more coding in Swift, you'll find more use-cases for each.
I wrote small demo code as following.
I made two PublishSubject of different types.
as I change any, page triggers
I need to get page trigger only when one changes, which of observable_page.
class ViewController: UIViewController {
func loadData(page: Int, keyword: String) -> Observable<[Int]> {
let _result = Observable.of([1,2,3,4])
return _result
}
override func viewDidLoad() {
super.viewDidLoad()
// Do any additional setup after loading the view, typically from a nib.
let observable_keyword = PublishSubject<String>()
let observable_page = PublishSubject<Int>()
let trigger_tap = PublishSubject<Void>()
let tapObservable = trigger_tap.debug("trigger_tap", trimOutput: true)
let stringObservable = observable_keyword.debug("stringObservable", trimOutput: true)
let pageObservable = observable_page.debug("pageObservable", trimOutput: true)
let request_call_trigger = Observable.combineLatest(tapObservable, pageObservable)
.debug("request_call_trigger", trimOutput: true)
let page = request_call_trigger
.withLatestFrom(stringObservable) { ($0, $1) }
.flatMap { ((_, _, page), keyword) in
Observable.combineLatest(Observable.just(page), self.loadData(page: page, keyword: keyword)) { (pageNumber: $0, movies: $1) }
.materialize()
.filter { $0.isCompleted == false }
}
.share()
observable_keyword.onNext("breaking bad")
observable_page.onNext(1)
trigger_tap.onNext(())
observable_keyword.onNext("orange is new black")
observable_keyword.onNext("orange")
}
let bag = DisposeBag()
}
I read some option, felt filter or ignore may work here, but as I need their value in next, so confused, how to apply it properly.
If a single trigger is what you're looking for, I think the operator you seek is withLatestFrom :
observable2
.withLatestFrom(observable1)
Means: Only when observable2 changes - get its latest emitted value together with the latest emitted value of observable1.
edit: If you want both values, you might need to provide a resultsSelector:
observable2
.withLatestFrom(observable1) { ($0, $1) }
You can use withLatestFrom which as per documentation
Merges two observable sequences into one observable sequence by
combining each element from self with the latest element from the
second source, if any
in your code request_call_trigger is of type Observable<(Void, Int>) which you combine with the latest value from stringObservable using withLatestFrom. This produces another tuple of type Observable<(((Void, Int), String)>
you can flatMap on the tuple created by using withLatestFrom and pass the page and keyword values to loadData method by using tuple value for page which is $0.1 so no need to use combineLatest inside flatMap.
let tapObservable = trigger_tap.debug("trigger_tap", trimOutput: true)
let stringObservable = observable_keyword.debug("stringObservable", trimOutput: true)
let pageObservable = observable_page.debug("pageObservable", trimOutput: true)
let request_call_trigger: Observable<(Void, Int)> = Observable.combineLatest(tapObservable, pageObservable)
.debug("request_call_trigger", trimOutput: true)
_ = request_call_trigger
.withLatestFrom(stringObservable) { ($0, $1) }
.flatMap { [weak self] (request_page_tuple: (Void, Int), keyword: String) -> Observable<Event<[Int]>> in
guard let strongSelf = self else {
return Observable.empty()
}
return strongSelf
.loadData(page: request_page_tuple.1, keyword: keyword)
.materialize()
.filter { !$0.isCompleted }
}
.share()