edgepulse_core

Pure Dart core library for EdgePulse — providing data models, metric collectors, exporters, and the PulseRunner orchestration engine for on-device AI inference tracing.

Zero Flutter dependency — runs anywhere Dart runs.

Features

• Models: InferenceTrace, MemorySnapshot, LayerTiming, ThermalState, TraceConfig, TraceSummary
• Collectors: MetricCollector, MockMetricCollector, LatencyCollector
• Exporters: JsonExporter, MarkdownExporter, CsvExporter
• Runner: PulseRunner with warmup, iteration measurement, and error handling
• Facade: EdgePulse entrypoint with EdgePulse.mock() for non-Flutter / CLI / testing usage

Getting Started

Add edgepulse_core to your pubspec.yaml:

dependencies:
  edgepulse_core: ^0.1.0

Usage Example

import 'package:edgepulse_core/edgepulse_core.dart';

Future<void> main() async {
  final pulse = EdgePulse.mock();

  await pulse.initialize();

  final traces = await pulse.traceMany(
    modelId: 'example-model',
    modelFormat: 'mock',
    runs: 3,
    run: () async {
      await Future<void>.delayed(const Duration(milliseconds: 50));
    },
  );

  print('Captured ${traces.length} traces');
  print(pulse.exportJson(traces));

  await pulse.dispose();
}

License

MIT License. See LICENSE for details.