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A fault injection framework for testing on-device AI models in Flutter. Simulate memory pressure, malformed inputs, and degradation to catch failures before deployment.

150/ 160
pub points
464
downloads

We analyzed this package 23 hours ago, and awarded it 150 pub points (of a possible 160):

Passed report section
Follow Dart file conventions
30 / 30trigger folding of the section

Passed check 10/10 points: Provide a valid pubspec.yaml

Passed check 5/5 points: Provide a valid README.md

Passed check 5/5 points: Provide a valid CHANGELOG.md

Passed check 10/10 points: Use an OSI-approved license

Detected license: MIT.

Passed report section
Provide documentation
20 / 20trigger folding of the section

Passed check 10/10 points: 20% or more of the public API has dartdoc comments

217 out of 219 API elements (99.1 %) have documentation comments.

Some symbols that are missing documentation: sate_ai.AIModelAdapter.AIModelAdapter.new, sate_ai.FaultInjector.FaultInjector.new.

Passed check 10/10 points: Package has an example

Passed report section
Platform support
20 / 20trigger folding of the section

Passed check 20/20 points: Supports 5 of 6 possible platforms (iOS, Android, Web, Windows, macOS, Linux)

  • ✓ Android

  • ✓ iOS

  • ✓ Windows

  • ✓ Linux

  • ✓ macOS

These platforms are not supported:

Package does not support platform `Web`.

Because:

  • package:sate_ai/sate_ai.dart that imports:
  • package:sate_ai/src/adapters/tflite_adapter.dart that imports:
  • package:tflite_flutter/tflite_flutter.dart that declares support for platforms: Android, iOS, Windows, Linux, macOS.
Passed report section
Pass static analysis
50 / 50trigger folding of the section

Passed check 50/50 points: code has no errors, warnings, lints, or formatting issues

Failed report section
Support up-to-date dependencies
30 / 40trigger folding of the section

Failed check 0/10 points: All of the package dependencies are supported in the latest version

Package Constraint Compatible Latest Notes
args ^2.4.0 2.7.0 2.7.0
onnxruntime ^1.4.1 1.4.1 1.4.1
tflite_flutter ^0.11.0 0.11.0 0.12.1
Transitive dependencies
Package Constraint Compatible Latest Notes
async - 2.13.1 2.13.1
boolean_selector - 2.1.2 2.1.2
characters - 1.4.1 1.4.1
collection - 1.19.1 1.19.1
ffi - 2.2.0 2.2.0
matcher - 0.12.20 0.12.20
material_color_utilities - 0.13.0 0.13.1
meta - 1.18.0 1.19.0
path - 1.9.1 1.9.1
plugin_platform_interface - 2.1.8 2.1.8
quiver - 3.2.2 3.2.2
source_span - 1.10.2 1.10.2
stack_trace - 1.12.1 1.12.1
stream_channel - 2.1.4 2.1.4
string_scanner - 1.4.1 1.4.1
term_glyph - 1.2.2 1.2.2
test_api - 0.7.13 0.7.13
vector_math - 2.2.0 2.4.2

To reproduce run dart pub outdated --no-dev-dependencies --up-to-date --no-dependency-overrides.

The constraint `^0.11.0` on tflite_flutter does not support the stable version `0.12.0`.

Try running dart pub upgrade --major-versions tflite_flutter to update the constraint.

Passed check 10/10 points: Package supports latest stable Dart and Flutter SDKs

Passed check 20/20 points: Compatible with dependency constraint lower bounds

pub downgrade does not expose any static analysis error.

Analyzed with Pana 0.23.17, Flutter 3.44.8, Dart 3.12.2.

Check the analysis log for details.

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150
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464
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A fault injection framework for testing on-device AI models in Flutter. Simulate memory pressure, malformed inputs, and degradation to catch failures before deployment.

Repository (GitHub)
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Contributing

Topics

#testing #ai #on-device #llm #fault-injection

License

MIT (license)

Dependencies

args, flutter, onnxruntime, tflite_flutter

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