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Breakage caused by removal of "Arduino_TensorFlowLite" library from Library Manager

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难度
4/5
预计耗时
3-5 天
新手友好度
35/100
Issue 类型
缺陷
描述清晰度
基本清楚
活跃度
停滞
技术栈
github-actions, tensorflow

调研方向

从 GestureToEmoji/exercises/exercise1.md 中的安装部分、IMU_Classifier sketch 和 .github/workflows/compile-sketches.yml 开始。检查 TensorFlow 库的安装方式以及 sketch 包含的 header,然后验证文档和 workflow 使用受支持的安装路径,并确认各个 sketch 都能成功编译。

由索引模型根据 Issue 内容生成。

描述

The "Arduino_TensorFlowLite" library dependency of these tutorials was removed from Library Manager at the request of the TensorFlow Lite Micro maintainers (https://github.com/arduino/library-registry/pull/1748).

That removal impacts this project in several ways:

Documentation

The installation instructions specify installation of the library from Library Manager:

https://github.com/arduino/ArduinoTensorFlowLiteTutorials/blob/master/GestureToEmoji/exercises/exercise1.md#arduino-libraries

Install the following Arduino libraries using the Library manager:

  • TensorFlow Lite library (search for "Arduino_TensorFlowLite")

This is no longer possible.

TensorFlow's library must be installed manually. The library's documentation provides instructions:

https://github.com/tensorflow/tflite-micro-arduino-examples#how-to-install

Code

TensorFlow's library does not contain the file tensorflow/lite/version.h, so the code that contains an #include directive for this header no longer compiles:

home/runner/work/ArduinoTensorFlowLiteTutorials/ArduinoTensorFlowLiteTutorials/GestureToEmoji/ArduinoSketches/IMU_Classifier/IMU_Classifier.ino:28:10: fatal error: tensorflow/lite/version.h: No such file or directory
   #include <tensorflow/lite/version.h>
            ^~~~~~~~~~~~~~~~~~~~~~~~~~~
  compilation terminated.

CI

The repository contains a GitHub Actions workflow that provides a "smoke test" on relevant changes to the project by compiling the sketches:

https://github.com/arduino/ArduinoTensorFlowLiteTutorials/blob/master/.github/workflows/compile-sketches.yml

The workflow is configured to install the dependency from Library Manager, which now fails:

Running command: /home/runner/bin/arduino-cli lib install Arduino_TensorFlowLite 
   Error installing Arduino_TensorFlowLite: Library 'Arduino_TensorFlowLite' not found
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