// Copyright 2019-present the Flutter authors. All Rights Reserved. // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. import 'dart:isolate'; import 'dart:math'; import 'dart:typed_data'; import 'package:flutter/material.dart'; import 'package:provider/provider.dart'; class DataTransferPageStarter extends StatelessWidget { @override Widget build(BuildContext context) { return ChangeNotifierProvider( builder: (context) => DataTransferIsolateController(), child: DataTransferPage(), ); } } class DataTransferPage extends StatelessWidget { @override Widget build(context) { final controller = Provider.of(context); return SafeArea( child: Column( mainAxisSize: MainAxisSize.min, children: [ Container( child: Text( 'Number Generator Progress', style: Theme.of(context).textTheme.title, ), padding: EdgeInsets.all(8), ), LinearProgressIndicator( value: controller.progressPercent, backgroundColor: Colors.grey[200], ), Expanded( child: RunningList(), ), Column( children: [ RaisedButton( child: const Text('Transfer Data to 2nd Isolate'), color: (controller.runningTest == 1) ? Colors.blueAccent : Colors.grey[300], onPressed: () => controller.generateRandomNumbers(false), ), RaisedButton( child: const Text('Transfer Data with TransferableTypedData'), color: (controller.runningTest == 2) ? Colors.blueAccent : Colors.grey[300], onPressed: () => controller.generateRandomNumbers(true), ), RaisedButton( child: const Text('Generate on 2nd Isolate'), color: (controller.runningTest == 3) ? Colors.blueAccent : Colors.grey[300], onPressed: controller.generateOnSecondaryIsolate, ), ], ), ], ), ); } } class DataTransferIsolateController extends ChangeNotifier { Isolate _isolate; ReceivePort _incomingReceivePort; SendPort _outgoingSendPort; final currentProgress = []; int runningTest = 0; Stopwatch _timer = Stopwatch(); double progressPercent = 0; Isolate get newIsolate => _isolate; bool get running => runningTest != 0; DataTransferIsolateController() { createIsolate(); listen(); } Future createIsolate() async { _incomingReceivePort = ReceivePort(); _isolate = await Isolate.spawn( _secondIsolateEntryPoint, _incomingReceivePort.sendPort); } void listen() { _incomingReceivePort.listen((dynamic message) { if (message is SendPort) { _outgoingSendPort = message; } if (message is int) { currentProgress.insert( 0, '$message% - ${_timer.elapsedMilliseconds / 1000} seconds'); progressPercent = message / 100; } if (message is String && message == 'done') { runningTest = 0; _timer.stop(); } notifyListeners(); }); } void generateOnSecondaryIsolate() { if (running) return; runningTest = 3; currentProgress.clear(); _timer = Stopwatch(); _timer.start(); _outgoingSendPort.send('start'); notifyListeners(); } Future generateRandomNumbers(bool transferableTyped) async { if (running) { return; } if (transferableTyped) { runningTest = 2; } else { runningTest = 1; } var random = Random(); currentProgress.clear(); _timer.reset(); _timer.start(); List randNums = []; for (int i = 0; i < 100; i++) { randNums.clear(); for (int j = 0; j < 1000000; j++) { randNums.add(random.nextInt(100)); } if (transferableTyped) { final transferable = TransferableTypedData.fromList([Int32List.fromList(randNums)]); await sendNumbers(transferable); } else { await sendNumbers(randNums); } } } Future sendNumbers(dynamic numList) async { return Future(() { _outgoingSendPort.send(numList); }); } void dispose() { super.dispose(); _isolate?.kill(priority: Isolate.immediate); _isolate = null; } } class RunningList extends StatelessWidget { @override Widget build(BuildContext context) { final progress = Provider.of(context).currentProgress; return DecoratedBox( decoration: BoxDecoration( color: Colors.grey[200], ), child: ListView.builder( itemCount: progress.length, itemBuilder: (context, index) { return Column( children: [ Card( child: ListTile( title: Text(progress[index]), ), color: Colors.lightGreenAccent, ), Divider( color: Colors.blue, height: 3, ), ], ); }, ), ); } } Future _secondIsolateEntryPoint(SendPort sendPort) async { var receivePort = ReceivePort(); sendPort.send(receivePort.sendPort); int length = 1; receivePort.listen( (dynamic message) async { if (message is String && message == 'start') { await generateAndSum(sendPort, createNums(), length); sendPort.send('done'); } else if (message is TransferableTypedData) { await generateAndSum( sendPort, message.materialize().asInt32List(), length); length++; } else if (message is List) { await generateAndSum(sendPort, message, length); length++; } if (length == 101) { sendPort.send('done'); length = 1; } }, ); } Iterable createNums() sync* { var random = Random(); for (int i = 0; i < 100000000; i++) { yield random.nextInt(100); } } Future generateAndSum( SendPort callerSP, Iterable iter, int length, ) async { int sum = 0; int count = 1; for (int x in iter) { sum += x; if (count % 1000000 == 0) { callerSP.send((count ~/ 1000000) * length); } count++; } return sum; }