Dartea
Implementation of MVU (Model View Update) pattern for Flutter. Inspired by TEA (The Elm Architecture) and Elmish (F# TEA implemetation)
Key concepts
This app architecture is based on three key things:
- Model (App state) must be immutable.
- View and Update functions must be pure.
- All side-effects should be separated from the UI logic.
The heart of the Dartea application are three yellow boxes on the diagram above. First, the state of the app (Model) is mapped to the widgets tree (View). Second, events from the UI are translated into Messages and go to the Update function (together with current app state). Update function is the brain of the app. It contains all the presentation logic, and it MUST be pure. All the side-effects (such as database queries, http requests and etc) must be isolated using Commands and Subscriptions.
Simple counter example
Model and Message:
class Model {
final int counter;
Model(this.counter);
}
abstract class Message {}
class Increment implements Message {}
class Decrement implements Message {}
View:
Widget view(BuildContext context, Dispatch<Message> dispatch, Model model) {
return Scaffold(
appBar: AppBar(
title: Text('Simple dartea counter'),
),
body: Center(
child: Column(
mainAxisAlignment: MainAxisAlignment.center,
crossAxisAlignment: CrossAxisAlignment.center,
children: <Widget>[
Text(
'${model.counter}',
style: Theme.of(context).textTheme.display1,
),
Padding(
child: RaisedButton.icon(
label: Text('Increment'),
icon: Icon(Icons.add),
onPressed:() => dispatch(Increment()),
),
padding: EdgeInsets.all(5.0),
),
RaisedButton.icon(
label: Text('Decrement'),
icon: Icon(Icons.remove),
onPressed: () => dispatch(Decrement()),
),
],
),
),
);
}
Update:
Upd<Model, Message> update(Message msg, Model model) {
if (msg is Increment) {
return Upd(Model(model.counter + 1));
}
if (msg is Decrement) {
return Upd(Model(model.counter - 1));
}
return Upd(model);
}
Update with side-effects:
Upd<Model, Message> update(Message msg, Model model) {
final persistCounterCmd = Cmd.ofAsyncAction(()=>Storage.save(model.counter));
if (msg is Increment) {
return Upd(Model(model.counter + 1), effects: persistCounterCmd);
}
if (msg is Decrement) {
return Upd(Model(model.counter - 1), effects: persistCounterCmd);
}
return Upd(model);
}
Create program and run Flutter app
void main() {
final program = Program(
() => Model(0), //create initial state
update,
view);
runApp(MyApp(program));
}
class MyApp extends StatelessWidget {
final Program darteaProgram;
MyApp(this.darteaProgram);
@override
Widget build(BuildContext context) {
return MaterialApp(
title: 'Dartea counter example',
theme: ThemeData(
primarySwatch: Colors.blue,
),
home: darteaProgram.build(key: Key('root_key')),
);
}
}
And that's it.
External world and subscriptions
Dartea program is closed loop with unidirectional data-flow. Which means it's closed for all the external sources (like sockets, database and etc). To connect Dartea program to some external events source one should use Subscriptions. Subscription is just a function (like view and update) with signature:
TSubHolder Function(TSubHolder currentSub, Dispatch<TMsg> dispatch, TModel model);
This function is called from Dartea engine right after every model's update. Here is an example of Timer subscription from the counter example.
const _timeout = const Duration(seconds: 1);
Timer _periodicTimerSubscription(
Timer currentTimer, Dispatch<Message> dispatch, Model model) {
if (model == null) {
currentTimer?.cancel();
return null;
}
if (model.autoIncrement) {
if (currentTimer == null) {
return Timer.periodic(_timeout, (_) => dispatch(Increment()));
}
return currentTimer;
}
currentTimer?.cancel();
return null;
}
There is a flag autoIncrement in model for controlling state of a subscription. currentTimer parameter is a subscription holder, an object which controls subscription lifetime. It's generic parameter, so it could be anything (for example StreamSubscription in case of dart's built-in Streams). If this parameter is null then it means that there is no active subscription at this moment. Then we could create new Timer subscription (if model's state is satisfied some condition) and return it as a result. Returned currentTimer subscription will be stored inside Dartea engine and passed as a parameter to this function on the next model's update. If we want to cancel current subscription then just call cancel() (or dispose(), or whatever it uses for releasing resources) and return null. Also there is dispatch parameter, which is used for sending messages into the Dartea progam loop (just like in view function). When Dartea program is removed from the widgets tree and getting disposed it calls subscription function last time to prevent memory leak. One should cancel the subscription if it happened.
Full counter example is here
Scaling and composition
First of all we need to say that MVU or TEA is fractal architecture. It means that we can split entire app into small MVU-components and populate some tree from them.
Traditional Elm composition
You can see how our application tree could look like. The relations are explicit and very strict. We can describe it in code something like this:
class BlueModel {
final Object stateField;
final YellowModel yellow;
final GreenModel green;
//constructor, copyWith...
}
abstract class BlueMsg {}
class UpdateFieldBlueMsg implements BlueMsg {
final Object newField;
}
class YellowModelBlueMsg implements BlueMsg {
final YellowMsg innerMsg;
}
class GreenModelBlueMsg implements BlueMsg {
final GreenMsg innerMsg;
}
Upd<BlueModel, BlueMsg> updateBlue(BlueMsg msg, BlueModel model) {
if (msg is UpdateFieldBlueMsg) {
return Upd(model.copyWith(stateField: msg.newField));
}
if (msg is YellowModelBlueMsg) {
//update yellow sub-model
final yellowUpd = yellowUpdate(msg.innerMsg, model.yellow);
return Upd(model.copyWith(yellow: yellowUpd.model));
}
//the same for green model
}
Widget viewBlue(BuildContext ctx, Disptach<BlueMsg> dispatch, BlueModel model) {
return Column(
children: [
viewField(model.stateField),
//yellow sub-view
viewYellow((m)=>dispatch(YellowModelBlueMsg(innerMsg: m)), model.yellow),
//green sub-view
viewGreen((m)=>dispatch(GreenModelBlueMsg(innerMsg: m)), model.green),
],
);
}
//The same for all other components
As we can see everything is straightforward. Each model holds strong references to its sub-models and responsible for updating and displaying them. It's typical composition of an elm application and it works fine. The main drawback is bunch of boilerplate: fields for all sub-models, messages wrappers for all sub-models, huge update function. Also performance could be an issue in case of huge widgets tree with list view and frequent model updates. I recommend this approach for all screens where components logically strictly connected and no frequent updates of leaves components (white, red and grey on the picture).
Alternative composition
In continue with Flutter's slogan "Everything is a widget!" we could imagine that each MVU-component of our app is a widget. And, fortunately, that is true. Program is like container for core functions (init, update, view, subscribe and etc) and when build() is called new widget is created and could be mounted somewhere in the widgets tree. Moreover Dartea has built-in ProgramWidget for more convinient way putting MVU-component into the widgets tree.
void main() => runApp(MyApp());
class MyApp extends StatelessWidget {
@override
Widget build(BuildContext context) {
return DarteaMessagesBus(
child: MaterialApp(
home: HomeWidget(),
),
);
}
}
class HomeWidget extends StatelessWidget {
@override
Widget build(BuildContext context) {
return ProgramWidget(
key: DarteaStorageKey('home'),
init: _init,
update: _update,
view: _view,
withDebugTrace: true,
withMessagesBus: true,
);
}
}
First, we added special root widget DarteaMessagesBus. It's used as common messages bus for whole our app and should be only one per application, usually as root widget. It means that one MVU-component (or ProgramWidget) can send to another a message without explicit connections. To enable ability receiving messages from another components we need to set flag withMessagesBus to true, it makes our component open to outside world. There are two ways to send a message from one component to another.
//from update function
Upd<Model, Msg> update(Msg msg, Model model) {
return Upd(model, msgsToBus: [AnotherModelMsg1(), AnotherModelMsg2()]);
}
//from view function
Widget view(BuildContext ctx, Dispatch<Msg> dispatch, Model model) {
return RaisedButton(
//...
onPressed:(){
final busDispatch = DarteaMessagesBus.dispatchOf(ctx);
busDispatch?(AnotherModelMsg3());
},
//..
);
}
And if there are any components which set withMessagesBus to true and can handle AnotherModelMsg1, AnotherModelMsg2 or AnotherModelMsg3, then they receive all those messages.
Second, we added special key DarteaStorageKey('home') for ProgramWidget. That means that after every update model is saved in PageStorage using that key. And when ProgramWidget with the same key is removed from the tree and then added again it restores latest model from the PageStorage instead of calling init again. It could be helpfull in many cases, for example when there is BottomNavigationBar.
Widget _view(BuildContext ctx, Dispatch<HomeMsg> dispatch, HomeModel model) {
return Scaffold(
//...
body: model.selectedTab == Tab.trending
? ProgramWidget(
key: DarteaStorageKey('trending_tab_program'),
//init, update, view
)
)
: ProgramWidget(
key: DarteaStorageKey('search_tab_program'),
//init, update, view
)
),
bottomNavigationBar: _bottomNavigation(ctx, dispatch, model.selectedTab),
//...
);
}
Here we create new ProgramWidget when tab is switched, but model for each tab is saved and restored automatically and we do not lose UI state. See full example of this approach in GitHub client example Using common messages bus and auto-save\restore mechanism helps us to compose loosely coupled components ProgramWidget. Communication protocol is described via messages. It reduces boilerplate code, removes strong connections. But at the same time it creates implicit connections between components. I suggest to use this approach when components are not connected logically, for example filter-component and content-component, tabs.
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