Observe a string and get from API with RxSwift - swift

I have a MVVM test project to experiment RxSwift. I have a UItextfield a button. User write a food name, click on the button and a get from an API is triggered to get all recipes with that food.
View model
struct FoodViewModel
var foodIdentifier: Variable<String> = Variable<String>("")
init() {
foodIdentifier.asObservable().subscribe(onNext: { (identifier) in
self.getRecipes() // Get from API
})
}
}
ViewController
class FoodViewController: UIViewController {
#IBOutlet weak var foodTextField: UITextField!
#IBAction func setCurrentRace(_ sender: Any) {
viewModel.foodIdentifier.value = foodTextField.text!
}
}
After compile I got an error
Closure cannot implicitly capture a mutating self parameter
What I'm doing wrong ? I think it's because of struct of FoodViewModel. If yes, how can I achieve that using struct ?

-- EDIT
I wrote all of the below but forgot to answer your explicit question... The reason you are getting the error is because you are trying to capture self in a closure where self is a struct. If this were allowed, you would be capturing a copy of the view model that you haven't even finished constructing. Switching your view model to a class alleviates the problem because you are no longer capturing a copy, but the object itself for later use.
Here is a better way to set up a view model. You didn't give all the necessary information so I took some liberties...
First we need a model. I don't know exactly what should be in a Recipe so you will have to fill it in.
struct Recipe { }
Next we have our view model. Note that it doesn't directly connect with anything in the UI or the server. This makes testing very easy.
protocol API {
func getRecipies(withFood: String) -> Observable<[Recipe]>
}
protocol FoodSource {
var foodText: Observable<String> { get }
}
struct FoodViewModel {
let recipes: Observable<[Recipe]>
init(api: API, source: FoodSource) {
recipes = source.foodText
.flatMapLatest({ api.getRecipies(withFood: $0) })
}
}
In real code, you aren't going to want to make a new server call every time the user types a letter. There are a lot of examples on the web that explain how to build in a delay that waits until the user stops typing before making the call.
Then you have the actual view controller. You didn't mention what you wanted to do with the results of the server call. Maybe you want to bind the result to a table view? I'm just printing the results here.
class FoodViewController: UIViewController, FoodSource {
#IBOutlet weak var foodTextField: UITextField!
var api: API!
override func viewDidLoad() {
super.viewDidLoad()
let viewModel = FoodViewModel(api: api, source: self)
viewModel.recipes.subscribe(onNext: {
print($0)
}).disposed(by: bag)
}
var foodText: Observable<String> {
return foodTextField.rx.text.map { $0 ?? "" }.asObservable()
}
let bag = DisposeBag()
}
Notice how we avoid having to make an IBAction. when you are coding up a view controller with Rx, you will find that almost all the code ends up in the viewDidLoad method. This is because with Rx, you are mainly just worried about wiring everything up. Once the observables are wired up, user action will cause things to happen. It's more like programming a spreadsheet. You just put in the formulas and link the observables together. User's data entry takes care of the actual action.
The above is just one way of setting everything up. This method matches closely with Srdan Rasic's model: http://rasic.info/a-different-take-on-mvvm-with-swift/
You could also turn the food view model into a pure function like this:
struct FoodSink {
let recipes: Observable<[Recipe]>
}
func foodViewModel(api: API, source: FoodSource) -> FoodSink {
let recipes = source.foodText
.flatMapLatest({ api.getRecipies(withFood: $0) })
return FoodSink(recipes: recipes)
}
One takeaway from this... Try to avoid using Subjects or Variables. Here's a great article that helps determine when using a Subject or Variable is appropriate: http://davesexton.com/blog/post/To-Use-Subject-Or-Not-To-Use-Subject.aspx

Related

SwiftUI with complex MVVM (Repository + Nested ObservedObject)

Explanation
I am still in the process of learning to utilize SwiftUI patterns in the most optimal way. But most SwiftUI MVVM implementation examples I find are very simplistic. They usually have one database class and then 1-2 viewmodels that take data from there and then you have views.
In my app, I have a SQLite DB, Firebase and different areas of content. So I have a few separate model-vm-view paths. In the Android equivalent of my app, I used a pattern like this:
View - ViewModel - Repository - Database
This way I can separate DB logic like all SQL queries in the repository classes and have the VM handle only view related logic. So the whole thing looks something like this:
In Android this works fine, because I just pass through the LiveData object to the view. But when trying this pattern in SwiftUI, I kind of hit a wall:
It doesn't work / I don't know how to correctly connect the Published objects of both
The idea of "chaining" or nesting ObservableObjects seems to be frowned upon:
This article about Nested Observable Objects in SwiftUI:
I’ve seen this pattern described as “nested observable objects”, and it’s a subtle quirk of SwiftUI and how the Combine ObservableObject protocol works that can be surprising. You can work around this, and get your view updating with some tweaks to the top level object, but I’m not sure that I’d suggest this as a good practice. When you hit this pattern, it’s a good time to step back and look at the bigger picture.
So it seems like one is being pushed towards using the simpler pattern of:
View - ViewModel - Database Repository
Without the repository in-between. But this seems annoying to me, it would make my viewmodel classes bloated and would mix UI/business code with SQL queries.
My Code
So this is a simplified version of my code to demonstrate the problem:
Repository:
class SA_Repository: ObservableObject {
#Published var selfAffirmations: [SelfAffirmation]?
private var dbQueue: DatabaseQueue?
init() {
do {
dbQueue = Database.sharedInstance.dbQueue
fetchSelfAffirmations()
// Etc. other SQL code
} catch {
print(error.localizedDescription)
}
}
private func fetchSelfAffirmations() {
let saObservation = ValueObservation.tracking { db in
try SelfAffirmation.fetchAll(db)
}
if let unwrappedDbQueue = dbQueue {
let _ = saObservation.start(
in: unwrappedDbQueue,
scheduling: .immediate,
onError: {error in print(error.localizedDescription)},
onChange: {selfAffirmations in
print("change in SA table noticed")
self.selfAffirmations = selfAffirmations
})
}
}
public func updateSA() {...}
public func insertSA() {...}
// Etc.
}
ViewModel:
class SA_ViewModel: ObservableObject {
#ObservedObject private var saRepository = SA_Repository()
#Published var selfAffirmations: [SelfAffirmation] = []
init() {
selfAffirmations = saRepository.selfAffirmations ?? []
}
public func updateSA() {...}
public func insertSA() {...}
// + all the Firebase stuff later on
}
View:
struct SA_View: View {
#ObservedObject var saViewModel = SA_ViewModel()
var body: some View {
NavigationView {
List(saViewModel.selfAffirmations, id: \.id) { selfAffirmation in
SA_ListitemView(content: selfAffirmation.content,
editedValueCallback: { newString in
saViewModel.updateSA(id: selfAffirmation.id, newContent: newString)
})
}
}
}
}
Attempts
Obviously the way I did it here is wrong, because it clones the data from repo to vm once with selfAffirmations = saRepository.selfAffirmations ?? [] but then it never updates when I edit the entries from the view, only on app restart.
I tried $selfAffirmations = saRepository.$selfAffirmations to just transfer the binding. But the repo one is an optional, so I'd need to make the vm selfAffirmations an optional too, which would then mean handling unnecessary logic in the view code. And not sure if it would even work at all.
I tried to do it manually with Combine but this way seemed to not be recommended and fragile. Plus it also didn't work:
selfAffirmations = saRepository.selfAffirmations ?? []
cancellable = saRepository.$selfAffirmations.sink(
receiveValue: { [weak self] repoSelfAffirmations in
self?.selfAffirmations = repoSelfAffirmations ?? []
}
)
Question
Overall I would just need some way to pass through the data from the repo to the view, but have the vm be in the middle as a separator. I read about the PassthroughSubject in Combine, which sounds like it would be fitting, but I'm not sure if I am just misunderstanding some concepts here.
Now I am not sure if my architecture concepts are wrong/unfitting, or if I just don't understand enough about Combine publishers yet to make this work.
Any advice would be appreciated.
After getting some input from the comments, I figured out a clean way.
The problem for me was understanding how to make a property of a class publish its values. Because the comments suggested that property wrappers like #ObservedObject was a frontend/SwiftUI only thing, making me assume that everything related was limited to that too, like #Published.
So I was looking for something like selfAffirmations.makePublisher {...}, something that would make my property a subscribable value emitter. I found that arrays naturally come with a .publisher property, but this one seems to only emit the values once and never again.
Eventually I figured out that #Published can be used without #ObservableObject and still work properly! It turns any property into a published property.
So now my setup looks like this:
Repository (using GRDB.swift btw):
class SA_Repository {
private var dbQueue: DatabaseQueue?
#Published var selfAffirmations: [SelfAffirmation]?
// Set of cancellables so they live as long as needed and get deinitialiazed with the class end
var subscriptions = Array<DatabaseCancellable>()
init() {
dbQueue = Database.sharedInstance.dbQueue
fetchSelfAffirmations()
}
private func fetchSelfAffirmations() {
// DB code....
}
}
And viewmodel:
class SA_ViewModel: ObservableObject {
private var saRepository = SA_Repository()
#Published var selfAffirmations: [SelfAffirmation] = []
// Set of cancellables to keep them running
var subscriptions = Set<AnyCancellable>()
init() {
saRepository.$selfAffirmations
.sink{ [weak self] repoSelfAffirmations in
self?.selfAffirmations = repoSelfAffirmations ?? []
}
.store(in: &subscriptions)
}
}

Swift memory conflict where it should not happen

I am working on a SwiftUI project, where I use the MVVM-architecture.
When changing a View-model object property from the SwiftUI view, it causes a memory conflict crash in the view-model object.
The error is of the type: Simultaneous accesses to 0x600003591b48, but modification requires exclusive access.
In steps, here is what happens:
View-model property is changed from view
View-model property changes model property
Model property notifies about changes
View-model receives change notification
View-model access model object
Crash occur due to memory conflict
Relevant code snippets are seen below. Xcode project is a standard SwiftUI project.
The error will happen, after first clicking the add button, and then the modify button.
If the "update" code is moved into the "receiveValue" closure, the error will not occur. Likewise, the error will not occur, if the View-model class is made non-generic.
To my best knowledge, the code is all-right, so I suspect it is a compiler problem. But I am not sure.
import Foundation
import SwiftUI
import Combine
struct ContentView: View {
#ObservedObject var item: ViewModel<Model> = ViewModel<Model>()
var body: some View {
VStack {
Button("Add", action: { item.add(model:Model()) })
Button("Modify", action: { item.selected.toggle() })
}
}
}
protocol ModelType {
var objectDidChange: ObservableObjectPublisher { get }
var selected: Bool { get set }
}
class Model: ModelType {
let objectDidChange = ObservableObjectPublisher()
var selected = false {
didSet {
objectDidChange.send()
}
}
}
class ViewModel<Model:ModelType>: ObservableObject {
var selected = false {
didSet {
model.selected = selected
}
}
func add(model: Model) {
self.model = model
cancellable = model.objectDidChange.sink(receiveValue: { _ in
self.update()
})
}
private var model: Model! = nil
private var cancellable: AnyCancellable? = nil
func update() {
// Crash log: Simultaneous accesses to 0x600003591b48, but modification requires exclusive access.
print("update \(model.selected)")
}
}
Short version: require AnyObject for ModelType.
Long version:
You're trying to read from self.model while you're in the middle of setting self.model. When you say "If the "update" code is moved into the "receiveValue" closure, the error will not occur," this isn't quite correct. I expect what you mean is you wrote this:
cancellable = model.objectDidChange.sink(receiveValue: { _ in
print("update \(model.selected)")
})
And that worked, but that's completely different code. model in this case is the local variable, not the property self.model. You'll get the same crash if you write it this way:
cancellable = model.objectDidChange.sink(receiveValue: { _ in
print("update \(self.model.selected)")
})
The path that gets you here is:
ViewModel.selected.didSet
WRITE to Model.selected <---
Model.selected.didSet
(observer-closure)
ViewModel.update
READ from ViewModel.model <---
This is a read and write to the same value, and that violates exclusive access. Note that the "value" in question is "the entire ViewModel value," not ViewModel.selected. You can show this by changing the update function to:
print("update \(model!)")
You'll get the same crash.
So why does this work when you take out the generic? Because this particularly strict version of exclusivity only applies to value types (like structs). It doesn't apply to classes. So when this is concrete, Swift knows viewModel is a class, and that's ok. (The why behind this difference a bit complex, so I suggest reading the proposal that explains it.)
When you make this generic, Swift has to be very cautious. It doesn't know that Model is a class, so it applies stricter rules. You can fix this by promising that it's a class:
protocol ModelType: AnyObject { ... }

SwiftUI not being updated with manual publish

I have a class, a “clock face” with regular updates; it should display an array of metrics that change over time.
Because I’d like the clock to also be displayed in a widget, I’ve found that I had to put the class into a framework (perhaps there’s another way, but I’m too far down the road now). This appears to have caused a problem with SwiftUI and observable objects.
In my View I have:
#ObservedObject var clockFace: myClock
In the clock face I have:
class myClock: ObservableObject, Identifiable {
var id: Int
#Publish public var metric:[metricObject] = []
....
// at some point the array is mutated and the display updates
}
I don’t know if Identifiable is needed but it’s doesn’t make any difference to the outcome. The public is demanded by the compiler, but it’s always been like that anyway.
With these lines I get a runtime error as the app starts:
objc[31175] no class for metaclass
So I took off the #Published and changed to a manual update:
public var metric:[metricObject] = [] {
didSet {
self.objectWillChange.send()`
}
}
And now I get a display and by setting a breakpoint I can see the send() is being called at regular intervals. But the display won’t update unless I add/remove from the array. I’m guessing the computed variables (which make up the bulk of the metricObject change isn’t being seen by SwiftUI. I’ve subsequently tried adding a “dummy” Int to the myClock class and setting that to a random value to trying to trigger a manual refresh via a send() on it’s didSet with no luck.
So how can I force a periodic redraw of the display?
What is MetricObject and can you make it a struct so you get Equatable for free?
When I do this with an Int it works:
class PeriodicUpdater: ObservableObject {
#Published var time = 0
var subscriptions = Set<AnyCancellable>()
init() {
Timer
.publish(every: 1, on: .main, in: .default)
.autoconnect()
.sink(receiveValue: { _ in
self.time = self.time + 1
})
.store(in: &subscriptions)
}
}
struct ContentView: View {
#ObservedObject var updater = PeriodicUpdater()
var body: some View {
Text("\(self.updater.time)")
}
}
So it's taken a while but I've finally got it working. The problem seemed to be two-fold.
I had a class defined in my framework which controls the SwiftUI file. This class is sub-classed in both the main app and the widget.
Firstly I couldn't use #Published in the main class within the framework. That seemed to cause the error:
objc[31175] no class for metaclass
So I used #JoshHomman's idea of an iVar that's periodically updated but that didn't quite work for me. With my SwiftUI file, I had:
struct FRMWRKShape: Shape {
func drawShape(in rect: CGRect) -> Path {
// draw and return a shape
}
}
struct ContentView: View {
#ObservedObject var updater = PeriodicUpdater()
var body: some View {
FRMWRKShape()
//....
FRMWRKShape() //slightly different parameters are passed in
}
}
The ContentView was executed every second as I wanted, however the FRMWRKShape code was called but not executed(?!) - except on first starting up - so the view doesn't update. When I changed to something far less D.R.Y. such as:
struct ContentView: View {
#ObservedObject var updater = PeriodicUpdater()
var body: some View {
Path { path in
// same code as was in FRMWRKShape()
}
//....
Path { path in
// same code as was in FRMWRKShape()
// but slightly different parameters
}
}
}
Magically, the View was updated as I wanted it to be. I don't know if this is expected behaviour, perhaps someone can say whether I should file a Radar....

Passing a value type as reference in Swift

I have my model implemented as structs in Swift 3.0. Several of these structs have delegates that should be able to modify the model depending on the user's actions.
However, when I pass the struct to the delegate method, it gets copied.
How do you solve this? Can you force the compiler to pass this struct as a reference, or the only option is to use a class?
structs are always passed by value. The whole point of using a struct is to have it behave as a value type. If you need delegation (which usually implies mutable state), you should be using a class.
If you really really need to, you could force pass-by-reference by using an inout parameter, but that is not recommended in general. You could also use a box type to simulate passing by reference. But, in general, you should just use a class if you need reference behavior.
The whole point of using struct in the first place is that this is desirable behavior. It preserves the immutability of the data. inout can achieve this, but it's not recommended in the general case.
protocol Delegate {
func callback(_ oldValue: Int) -> Int
}
struct IncrementerDelegate: Delegate {
let step: Int
func callback(_ oldValue: Int) -> Int {
return oldValue + step
}
}
struct Model {
var i = 0
}
class Controller {
var model = Model()
var delegate: Delegate
init(delegate: Delegate) {
self.delegate = delegate
}
// To be called externally, such as by a button
func doSomething() {
// Delegate determains new value, but it's still the
// controller's job to perform the mutation.
model.i = delegate.callback(model.i)
}
}
let delegate = IncrementerDelegate(step: 5)
let controller = Controller(delegate: delegate)
print(controller.model.i)
controller.doSomething() // simulate button press
print(controller.model.i)
protocol CrappyDelegate {
func callback(_ model: inout Model)
}
struct CrappyIncrementerDelegate: CrappyDelegate {
let step: Int
func callback(_ model: inout Model) {
model.i = 9999999
// Just hijacked the models value,
// and the controller can't do anything about it.
}
}
class VulnerableController {
var model = Model()
var delegate: CrappyDelegate
init(delegate: CrappyDelegate) {
self.delegate = delegate
}
// To be called externally, such as by a button
func doSomething() {
// Controller leaks entire model, and has no control over what happens to it
delegate.callback(&model)
}
}
let crappyDelegate = CrappyIncrementerDelegate(step: 5)
let vulnerableController = VulnerableController(delegate: crappyDelegate)
print(controller.model.i)
controller.doSomething() // simulate button press
print(controller.model.i) // model hijacked
If you want to pass by reference, you should generally use a class not a struct.
https://developer.apple.com/library/content/documentation/Swift/Conceptual/Swift_Programming_Language/ClassesAndStructures.html states:
You can use both classes and structures to define custom data types to
use as the building blocks of your program’s code.
However, structure instances are always passed by value, and class
instances are always passed by reference. This means that they are
suited to different kinds of tasks. As you consider the data
constructs and functionality that you need for a project, decide
whether each data construct should be defined as a class or as a
structure.

Generic parameter constraint on class crashes the compiler

This is a simplified form of some swift3 code:
class GenericListViewModel<CellViewModel> {
let cells: [CellViewModel]
required init(cells: [CellViewModel]) {
self.cells = cells
}
}
class ViewController<CellViewModel, ListViewModel: GenericListViewModel<CellViewModel>> {
var viewModel: ListViewModel
init(cellViewModels: [CellViewModel]) {
viewModel = ListViewModel(cells: cellViewModels)
}
}
The compiler crashes with the following error:
While emitting IR SIL function #_TFC4Xxxx14ViewControllercfT14cellViewModelsGSax__GS0_xq__ for 'init'
at /.../GenericStuff.swift:22:5
Am is missing something, or is this a Swift compiler bug?
Edit:
I reported this here https://bugs.swift.org/browse/SR-3315 and it looks like it's fixed in current swift master branch.
You're pushing the system too hard with inheritance. Generics based on subclasses of other generics tends to break the compiler's brain, and is usually not really what you meant anyway. (That said: there is never an excuse for the compiler crashing, so you should absolutely open a bugreport.)
Do you really mean to subclass GenericListViewModel and then parameterize ViewController on that precise subclass? This seems very over-complicated and I'm not seeing how you would get any actual value out of it (since you can't rely on any additional methods added to your subclasses, and you already have dynamic dispatch). You're using both subclasses and generics to solve the same problem.
What you likely mean is that there's a CellViewModel and you want GenericListViewModel<CellViewModel> to wrap that, and aren't thinking about subclasses at all.
So, assuming you don't really mean to parameterize this specifically, let inheritance do its job. ListViewModel should be typealias, not a type parameter:
class ViewController<CellViewModel> {
typealias ListViewModel = GenericListViewModel<CellViewModel>
var viewModel: ListViewModel
init(cellViewModels: [CellViewModel]) {
viewModel = ListViewModel(cells: cellViewModels)
}
}
Now it's fine. That said, do you really need the view model to be a reference type? View models often don't need identity themselves (unless you're observing them with KVO). They may wrap a reference type, but as an adapter, a value type is often fine. Assuming this is true for you, then this can and should be simplified to a struct:
struct GenericListViewModel<CellViewModel> {
let cells: [CellViewModel]
}
class ViewController<CellViewModel> {
typealias ListViewModel = GenericListViewModel<CellViewModel>
var viewModel: ListViewModel
init(cellViewModels: [CellViewModel]) {
viewModel = ListViewModel(cells: cellViewModels)
}
}
To your goals of "custom logic like filtering the model, or keeping some other state specific to each controller," I would be very careful of using subclasses for this. It sounds like you're tempted to mix too much functionality into a single type. First, think about how you'd call your code the way you're thinking about it. ListViewModel isn't constrained by the init call, so you can't use type-inference. You'll have to initialize it like:
let vc: ViewController<SomeCellModel, GenericListViewModelSubclass<SomeCellModel>> = ViewController(cells: cells)
That's pretty hideous and is fighting all the things Swift wants to help you with. Since you want to be able to pass in the ListViewModel type, let's just pass it in. This is what protocols are for, not classes.
protocol CellViewModelProviding {
associatedtype CellViewModel
var cells: [CellViewModel] { get }
}
class ViewController<ListViewModel: CellViewModelProviding> {
var viewModel: ListViewModel
init(listViewModel: ListViewModel) {
viewModel = listViewModel
}
}
Now we can create different providers.
// A more standard name for your GenericListViewModel
struct AnyListViewModel<CellViewModel>: CellViewModelProviding {
let cells: [CellViewModel]
}
struct FilteredListViewModel<CellViewModel>: CellViewModelProviding {
var cells: [CellViewModel] {
return unfilteredCells.filter(predicate)
}
var unfilteredCells: [CellViewModel]
var predicate: (CellViewModel) -> Bool
}
Now we can use it with:
let vc = ViewController(listViewModel: AnyListViewModel(cells: [1,2,3]))
let vc2 = ViewController(listViewModel: FilteredListViewModel(unfilteredCells: [1,2,3],
predicate: { $0 % 2 == 0 }))
So that's pretty nice, but we could do better. It's kind of annoying to have to wrap our cells up in an AnyListViewModel in the normal case. We could probably create a factory method to get around this, but yuck. The better answer is to make use of the power of AnyListViewModel to be a type eraser. This is going to get a little more advanced, so if you're happy with the above solution, you can stop, but let's walk through it because it's really powerful and flexible if you need it.
First, we convert AnyListViewModel into a full type eraser that can accept either another view list model, or just an array.
struct AnyListViewModel<CellViewModel>: CellViewModelProviding {
private let _cells: () -> [CellViewModel]
var cells: [CellViewModel] { return _cells() }
init(cells: [CellViewModel]) {
_cells = { cells }
}
init<ListViewModel: CellViewModelProviding>(_ listViewModel: ListViewModel)
where ListViewModel.CellViewModel == CellViewModel {
_cells = { listViewModel.cells }
}
}
Now ViewController doesn't have to care what kind of ListViewModel is passed. It can turn anything into an AnyListViewModel and work with that.
class ViewController<CellViewModel> {
var viewModel: AnyListViewModel<CellViewModel>
init<ListViewModel: CellViewModelProviding>(listViewModel: ListViewModel)
where ListViewModel.CellViewModel == CellViewModel {
viewModel = AnyListViewModel(listViewModel)
}
init(cells: [CellViewModel]) {
viewModel = AnyListViewModel(cells: cells)
}
}
OK, that's cool, but it's not a huge improvement. Well, let's rebuild FilteredListViewModel and see what that gets us.
struct FilteredListViewModel<CellViewModel>: CellViewModelProviding {
var cells: [CellViewModel] {
return listViewModel.cells.filter(predicate)
}
private var listViewModel: AnyListViewModel<CellViewModel>
var predicate: (CellViewModel) -> Bool
// We can lift any other listViewModel
init<ListViewModel: CellViewModelProviding>(filtering listViewModel: ListViewModel,
withPredicate predicate: #escaping (CellViewModel) -> Bool)
where ListViewModel.CellViewModel == CellViewModel {
self.listViewModel = AnyListViewModel(listViewModel)
self.predicate = predicate
}
// Or, just for convenience, we can handle the simple [cell] case
init(filtering cells: [CellViewModel], withPredicate predicate: #escaping (CellViewModel) -> Bool) {
self.init(filtering: AnyListViewModel(cells: cells), withPredicate: predicate)
}
}
This is where things get powerful. We've said FilteredListViewModel can take some cells and filter them, sure. But it can also filter any other view list model.
let someList = AnyListViewModel(cells: [1,2,3])
let evenList = FilteredListViewModel(filtering: someList, withPredicate: { $0 % 2 == 0 })
So now you can chain things together. You could glue together filtering with sorting or something that modified the cells or whatever. You don't need one super-specialized subclass that does everything you need. You can click together simpler pieces to build complex solutions.