isolate_manager 2.1.0

A plugin that helps you create multiple isolates for a function, keep it active, and compute with it (Also supports Worker.js on Web).

Isolate Manager

Features

• Easy to create multiple isolates for a function, keep it active and communicate with it.

• Supports Worker on Web (Worker is the real Isolate on Web). The plugin will use Future (and Stream) if Worker is unavailable on the working browser or is not configured.

• Multiple computes are allowed because the plugin will queue the input data and sends it to free isolate later.

Basic Usage (Use build-in function)

There are multiple ways to use this package, the only thing to notice is that the function has to be a static or top-level function to make it works.

Step 1: Create a top-level or static function

double add(dynamic value) => value[0] + value[1];

Step 2: Create IsolateManager instance for that function

final isolateManager = IsolateManager.create(
  add, // Function that you want to compute
  concurrent: 4, // Number of concurrent isolates. Default is 1
);

Step 3: Initialize the instance

await isolateManager.start();

Step 4: Send and receive data

You can listen to the result as stream

isolateManager.stream.listen((result) => print(result));

You can send even more times then concurrent because the plugin will queues the input data and sends it to free isolate later.

// add([10, 20])
final result = await isolateManager.compute([10, 20]);

Build your widget with StreamBuilder

StreamBuilder(
  stream: isolateManager.stream,
  builder: (context, snapshot) {
    if (!snapshot.hasData) {
      return const Center(
        child: CircularProgressIndicator(),
      );
    }
    return Text('Result of the `add` function: ${snapshot.data}');
  },
),

Step 5: Restart the IsolateManager if you need it

await isolateManager.restart();

Step 6: Stop IsolateManager when it finishes work

await isolateManager.stop();

Advanced Usage (Use your own function)

You can control everything with this method when you want to create multiple isolates for a function.

Step 1: Create a function of this form

// Create your own function here
void isolateFunction(dynamic params) {
  // Initial the controller for child isolate
  final controller = IsolateManagerController<double>(
    params, 
    onDispose: () {
      print('Dispose isolateFunction');
    }
  );

  // Get your initialParams.
  // Notice that this `initialParams` different from the `params` above.
  final initialParams = controller.initialParams;

  // Listen to the message receiving from main isolate
  controller.onIsolateMessage.listen((message) {
    // Do your stuff here
    final result = add(message[0], message[1]);
    
    // Send value back to your main process in stream [onMessage]
    controller.sendResult(result);
  });
}

Step 2: Create IsolateManager instance for your own function

final isolateManager = IsolateManager.createOwnIsolate(
    isolateFunction,
    initialParams: 'This is initialParams',
    debugMode: true,
  );

Step 3: Now you can use everything as above from this step

Worker Configuration

• Step 1: Download isolate_manager/worker/worker.dart or copy the below code to the file named worker.dart:

  worker.dart

  // ignore_for_file: avoid_web_libraries_in_flutter, depend_on_referenced_packages
  
  import 'dart:async';
  import 'dart:convert';
  import 'dart:html' as html;
  import 'dart:js' as js;
  
  import 'package:js/js.dart' as pjs;
  import 'package:js/js_util.dart' as js_util;
  
  @pjs.JS('self')
  external dynamic get globalScopeSelf;
  
  /// dart compile js worker.dart -o worker.js -O4
  
  /// In most cases you don't need to modify this function
  main() {
    callbackToStream('onmessage', (html.MessageEvent e) {
      return js_util.getProperty(e, 'data');
    }).listen((message) async {
      final Completer completer = Completer();
      completer.future.then((value) => jsSendMessage(value));
      completer.complete(worker(message));
    });
  }
  
  /// TODO: Modify your function here
  FutureOr<dynamic> worker(dynamic message) {
    // Best way to use this method is encoding the result to JSON
    // before sending to the main app, then you can decode it back to
    // the return type you want with `workerConverter`.
    return jsonEncode(message);
  }
  
  /// Internal function
  Stream<T> callbackToStream<J, T>(
      String name, T Function(J jsValue) unwrapValue) {
    var controller = StreamController<T>.broadcast(sync: true);
    js_util.setProperty(js.context['self'], name, js.allowInterop((J event) {
      controller.add(unwrapValue(event));
    }));
    return controller.stream;
  }
  
  /// Internal function
  void jsSendMessage(dynamic m) {
    js.context.callMethod('postMessage', [m]);
  }
  

• Step 2: Modify the function FutureOr<dynamic> worker(dynamic message) in the script to serves your purposes. You can also use the top-level or static function that you have created above.

You should copy that function to separated file or copy to worker.dart file to prevent the dart compile js error because some other functions depend on flutter library.

• Step 3: Run dart compile js worker.dart -o worker.js -O4 to compile dart to js (-O0 to -O4 is the obfuscated level of js).

• Step 4: Copy worker.js to web folder (the same folder with index.html).

• Step 5: Now you can add worker to workerName like below:

  final isolateManager = IsolateManager.create(
      add,
      workerName: 'worker', // Don't need to add the extension
    );
  

  Now the plugin will handle all other action to make the real isolate works on Web.

Additional

• If the worker.dart show errors for js package, you can add js to dev_dependencies:

  dev_dependencies:
    js:
  

• The result that you get from the isolate (or Worker) is sometimes different from the result that you want to get from the return type in the main app, you can use converter and workerConverter parameters to convert the result received from the Isolate (converter) and Worker (workerConverter). Example:

  final isolateManager = IsolateManager.create(
    convertToMap,
    // Ex: 'map_result' if the name is 'map_result.js'
    workerName: 'worker',
    // Convert the data from worker to fix the issue related to the different data type between dart and js
    workerConverter: (result) {
      final Map<int, double> convert = {};
  
      // Convert Map<String, String> (received from Worker) to Map<int, double>
      final decodedMap = jsonDecode(result) as Map;
      decodedMap.forEach((key, value) => convert.addAll({int.parse(key): double.parse(value)}));
  
      return convert;
    },
  );
  

  Data flow: Main -> Isolate or Worker -> Converter -> Result

Contributions

• This plugin is an enhanced plugin for isolate_contactor: pub | git
• If you encounter any problems or feel the library is missing a feature, feel free to open an issue. Pull requests are also welcome.

To-do list

• Find the best way to prevent using dart compile js.