isolate_manager 6.0.0-rc.16

Create multiple long-lived isolates for the Functions, supports Worker on the Web (with the effective generator) and WASM compilation.

Isolate Manager

Features

• Flexible Isolate Management:
  • One-off Isolates: For single computations (similar to Isolate.run) with support for Web Workers.
  • Long-lived Single Function Isolates: One instance per function with stream support.
  • Long-lived Multi-Function Isolates: One instance to handle multiple functions (ideal for shared compute operations).
• Web & WASM Support: Automatically compiles functions to JavaScript Workers on the web (fallback to Future/Stream if Workers are unavailable).
• Robust Exception Handling: Supports try-catch blocks and custom error handling.
• Queue Management: Automatically queues multiple computations, supports priority tasks, and offers customizable queue strategies.
• Type Safety Helpers: Use specialized types (IsolateNum, IsolateString, etc.) to ensure only transferable data (primitives, Maps, Lists) is exchanged between isolates.

Setup

Functions used in isolates must be static or top-level. Also, add @pragma('vm:entry-point') to prevent tree-shaking:

@pragma('vm:entry-point')
int add(List<int> values) {
  return values[0] + values[1];
}

Annotations & Platform Setup

• Annotations:

  • @isolateManagerWorker – For one-off or single-function isolates.
  • @isolateManagerSharedWorker – For shared multi-function isolates.
  • @isolateManagerCustomWorker – For custom isolate functions with manual control.

• Platform Setup:

  • Mobile/Desktop: No additional setup.

  • Web: Functions must not depend on Flutter libraries. Only Dart primitives, Maps, and Lists are allowed. Run:

    dart run isolate_manager:generate
    

    to generate the JavaScript Workers.

Usage Examples

One-off Isolate

Use a one-off isolate with either method:

@isolateManagerWorker
int fibonacciRecursive(int n) {
  if (n == 0) return 0;
  if (n == 1) return 1;
  return fibonacciRecursive(n - 1) + fibonacciRecursive(n - 2);
}

// Option 1: Explicit worker parameters
final fibo40 = await IsolateManager.run(
  () => fibonacciRecursive(40),
  workerName: 'fibonacciRecursive',
  workerParameter: 40,
);

// Option 2: Automatic worker mapping
final fibo40 = await IsolateManager.runFunction(fibonacciRecursive, 40);

Long-lived Multi-Function Isolates

void main() async {
  final isolateShared = IsolateManager.createShared(
    concurrent: 3,
    useWorker: true,
    workerMappings: {
      addFuture: 'addFuture',
      add: 'add',
    },
  );

  final added1 = await isolateShared.compute(addFuture, [1.1, 2.2]);
  print('addFuture: 1.1 + 2.2 = $added1');

  final added2 = await isolateShared.compute(add, [1, 2]);
  print('add: 1 + 2 = $added2');
}

@isolateManagerSharedWorker
Future<double> addFuture(List<double> values) async {
  return values[0] + values[1];
}

@isolateManagerSharedWorker
int add(List<int> values) {
  return values[0] + values[1];
}

Long-lived Single Function Isolate

main() async {
  final isolate = IsolateManager.create(
    fibonacci,
    workerName: 'fibonacci',
    concurrent: 2,
  );

  isolate.stream.listen((value) {
    print('Intermediate value: $value');
  });

  final fibo = await isolate(20);
  await isolate.stop(); // Or `restart` if you want to restart
}

@isolateManagerWorker
int fibonacci(int n) {
  if (n == 0) return 0;
  if (n == 1) return 1;
  return fibonacci(n - 1) + fibonacci(n - 2);
}

Custom Function Usage & Try-Catch

Define a custom function with full control over events, error handling, and progress updates:

@isolateManagerCustomWorker
void customIsolateFunction(dynamic params) {
  IsolateManagerFunction.customFunction<int, int>(
    params,
    onEvent: (controller, message) {
      try {
        final result = fibonacci(message);
        controller.sendResult(result);
      } catch (err, stack) {
        controller.sendResultError(IsolateException(err, stack));
      }
      return 0;
    },
    onInitial: (controller, initialParams) {
      // Initialization logic here.
    },
    onDispose: (controller) {
      // Cleanup actions here.
    },
  );
}

final isolateManager = IsolateManager.createCustom(
  customIsolateFunction,
  initialParams: 'Initial parameters',
  workerName: 'customIsolateFunction',
  debugMode: true,
);

Advanced Features

Queue Management

• Priority: Set priority: true to move critical computations to the front.

• Queue Limits: Define maxCount to limit queued tasks.

• Queue Strategies: Customize behavior when the limit is reached:

  • QueueStrategyUnlimited() – No limit (default)
  • QueueStrategyRemoveNewest() – Removes the newest task when full
  • QueueStrategyRemoveOldest() – Removes the oldest task when full
  • QueueStrategyDiscardIncoming() – Discards new tasks when full

• Custom Strategy: Extend QueueStrategy to implement your own logic:

  class CustomQueueStrategy<R, P> extends QueueStrategy<R, P> {
    @override
    bool continueIfMaxCountExceeded() {
      // Custom logic using `queues`, `queuesCount`, and `maxCount`
      return true; // Allow new tasks by default
    }
  }
  

Progress Updates

Receive progress updates before the final result:

final result = await isolateManager.compute(100, callback: (value) {
  final data = jsonDecode(value);
  if (data.containsKey('progress')) {
    print('Progress: ${data['progress']}');
    return false; // Indicates this is a progress update
  }
  print('Final result: ${data['result']}');
  return true; // Final result received
});

Type Safety for Web Workers

Use helper types to ensure safe data transfer:

@isolateManagerWorker
IsolateMap isolateFunction(IsolateList numbers) {
  // Decode the list into standard Dart types.
  final data = numbers.decode!;
  final map = Map.fromEntries(
    data.map((e) => MapEntry(IsolateString('$e'), IsolateNum(e as num))),
  );
  return IsolateMap(map);
}

// Convert native Dart objects to IsolateTypes:
final encoded = IsolateType.encode({'k1': 'v1', 'k2': 'v2'});

Handling Complex Data Structures

For functions that process lists or maps, simply pass the data using the IsolateTypes or through:

• List Example:

  @isolateManagerWorker
  List processList(List params) {
    return params;
  }
  

• Map Example:

  @isolateManagerWorker
  Map processMap(Map params) {
    return params;
  }
  

Generator Commands & Flags

Generate JavaScript Workers after adding or modifying annotated functions:

dart run isolate_manager:generate

Additional options:

• --single – Generate only single-function isolates.
• --shared – Generate only shared-function isolates.
• --in <path> (or -i <path>) – Input folder.
• --out <path> (or -o <path>) – Output folder.
• --obfuscate <level> – JS obfuscation level (0–4, default is 4).
• --debug – Retain temporary files for debugging.
• --worker-mappings-experiment=lib/main.dart – Auto-generate worker mappings (experiment).

Additional Information

• Queue Info: Use queuesLength to get the current queue size.
• Startup Control: Use ensureStarted to await manual start; check isStarted to see if initialization is complete.
• Static Methods: For static functions, specify the worker name as "ClassName.functionName".
• Data Flow: When using converters, data flows from Main → Worker → Main → Converter → Final Result.

Benchmark

Recursive Fibonacci benchmarks (measured in microseconds on a MacBook M1 Pro 14" with 16GB RAM):

• VM

Fibonacci	Main App	One Isolate	Three Isolates	IsolateManager.runFunction	IsolateManager.run	Isolate.run
30	542,788	546,776	195,634	581,030	556,381	539,848
33	2,275,882	2,270,587	826,524	2,303,890	2,297,313	2,285,464
36	9,798,373	9,660,129	3,451,513	9,707,627	9,641,757	9,643,465

• Chrome (with Worker support)

Fibonacci	Main App	One Isolate	Three Isolates	IsolateManager.runFunction	IsolateManager.run	Isolate.run (Unsupported)
30	2,121,599	553,000	200,100	1,110,200	1,085,899	0
33	9,022,701	2,303,101	820,800	2,834,500	2,836,200	0
36	38,152,701	9,749,801	3,443,399	10,229,201	10,254,599	0

Detailed benchmark info

Contributions

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