From 974d634767a6d01c1b7e002dee25310734659bac Mon Sep 17 00:00:00 2001 From: Polina Govorkova Date: Fri, 7 Aug 2020 17:13:18 -0400 Subject: [PATCH] [firebase_ml_custom] New firebase_ml_custom plugin to download custom models from Firebase (#3122) * [firebase_ml_custom] Add support for using custom ML models. --- packages/firebase_ml_custom/.gitignore | 7 + packages/firebase_ml_custom/.metadata | 10 + packages/firebase_ml_custom/CHANGELOG.md | 3 + packages/firebase_ml_custom/LICENSE | 27 + packages/firebase_ml_custom/README.md | 112 ++ .../firebase_ml_custom/android/.gitignore | 8 + .../firebase_ml_custom/android/build.gradle | 67 ++ .../android/gradle.properties | 4 + .../gradle/wrapper/gradle-wrapper.properties | 5 + .../android/settings.gradle | 1 + .../android/src/main/AndroidManifest.xml | 9 + .../FirebaseMLCustomPlugin.java | 59 + .../FlutterFirebaseAppRegistrar.java | 21 + .../firebasemlcustom/ModelManager.java | 129 +++ .../android/user-agent.gradle | 22 + 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create mode 100644 packages/firebase_ml_custom/example/test_driver/firebase_ml_custom_test.dart create mode 100644 packages/firebase_ml_custom/example/test_driver/firebase_model_manager.dart create mode 100644 packages/firebase_ml_custom/ios/.gitignore create mode 100644 packages/firebase_ml_custom/ios/Assets/.gitkeep create mode 100644 packages/firebase_ml_custom/ios/Classes/FLTFirebaseMLCustomPlugin.h create mode 100644 packages/firebase_ml_custom/ios/Classes/FLTFirebaseMLCustomPlugin.m create mode 100644 packages/firebase_ml_custom/ios/Classes/FLTModelManager.m create mode 100644 packages/firebase_ml_custom/ios/firebase_ml_custom.podspec create mode 100644 packages/firebase_ml_custom/lib/firebase_ml_custom.dart create mode 100644 packages/firebase_ml_custom/lib/src/model_management/firebase_model_download_conditions.dart create mode 100644 packages/firebase_ml_custom/lib/src/model_management/firebase_model_manager.dart create mode 100644 packages/firebase_ml_custom/lib/src/model_management/firebase_remote_model.dart create mode 100644 packages/firebase_ml_custom/pubspec.yaml create mode 100644 packages/firebase_ml_custom/test/firebase_ml_custom_test.dart diff --git a/packages/firebase_ml_custom/.gitignore b/packages/firebase_ml_custom/.gitignore new file mode 100644 index 000000000000..e9dc58d3d6e2 --- /dev/null +++ b/packages/firebase_ml_custom/.gitignore @@ -0,0 +1,7 @@ +.DS_Store +.dart_tool/ + +.packages +.pub/ + +build/ diff --git a/packages/firebase_ml_custom/.metadata b/packages/firebase_ml_custom/.metadata new file mode 100644 index 000000000000..53b454c04d80 --- /dev/null +++ b/packages/firebase_ml_custom/.metadata @@ -0,0 +1,10 @@ +# This file tracks properties of this Flutter project. +# Used by Flutter tool to assess capabilities and perform upgrades etc. +# +# This file should be version controlled and should not be manually edited. + +version: + revision: b041144f833e05cf463b8887fa12efdec9493488 + channel: stable + +project_type: plugin diff --git a/packages/firebase_ml_custom/CHANGELOG.md b/packages/firebase_ml_custom/CHANGELOG.md new file mode 100644 index 000000000000..41cc7d8192ec --- /dev/null +++ b/packages/firebase_ml_custom/CHANGELOG.md @@ -0,0 +1,3 @@ +## 0.0.1 + +* TODO: Describe initial release. diff --git a/packages/firebase_ml_custom/LICENSE b/packages/firebase_ml_custom/LICENSE new file mode 100644 index 000000000000..9dfb0c8a77b0 --- /dev/null +++ b/packages/firebase_ml_custom/LICENSE @@ -0,0 +1,27 @@ +// Copyright 2020 The Chromium Authors. All rights reserved. +// +// Redistribution and use in source and binary forms, with or without +// modification, are permitted provided that the following conditions are +// met: +// +// * Redistributions of source code must retain the above copyright +// notice, this list of conditions and the following disclaimer. +// * Redistributions in binary form must reproduce the above +// copyright notice, this list of conditions and the following disclaimer +// in the documentation and/or other materials provided with the +// distribution. +// * Neither the name of Google Inc. nor the names of its +// contributors may be used to endorse or promote products derived from +// this software without specific prior written permission. +// +// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS +// "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT +// LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR +// A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT +// OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, +// SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT +// LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, +// DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY +// THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT +// (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +// OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. \ No newline at end of file diff --git a/packages/firebase_ml_custom/README.md b/packages/firebase_ml_custom/README.md new file mode 100644 index 000000000000..d2414676b40a --- /dev/null +++ b/packages/firebase_ml_custom/README.md @@ -0,0 +1,112 @@ +# Firebase Machine Learning Custom + +[![pub package](https://img.shields.io/pub/v/firebase_ml_custom.svg)](https://pub.dartlang.org/packages/firebase_ml_custom) + +A Flutter plugin to use the [Firebase ML Custom Models API](https://firebase.google.com/docs/ml/use-custom-models). + +For Flutter plugins for other Firebase products, see [README.md](https://github.com/FirebaseExtended/flutterfire/blob/master/README.md). + +## Usage + +To use this plugin, add `firebase_ml_custom` as a [dependency in your pubspec.yaml file](https://flutter.io/platform-plugins/). You must also configure Firebase for each platform project: Android and iOS (see the example folder or https://codelabs.developers.google.com/codelabs/flutter-firebase/#4 for step by step details). + +### Android + +In order to use methods referencing those of [Firebase Model Manager](https://firebase.google.com/docs/reference/android/com/google/firebase/ml/common/modeldownload/FirebaseModelManager) minimum SDK version required is 24. +Otherwise minimum SDK version is 21. +This can be specified in your app-level `build.gradle` file. + +### iOS + +A minimum deployment target of 9.0 is required. You can add the line `platform :ios, '9.0'` in your iOS project `Podfile`. + +You may also need to update your app's deployment target to 9.0 using Xcode. Otherwise, you may see +compilation errors. + +## Using Firebase Model Manager + +### 1. Create a `FirebaseCustomRemoteModel`. + +Create a `FirebaseCustomRemoteModel` object. +You should already have a model in your Firebase console available for download. Use the name that you gave your model in the Firebase console. + +```dart +FirebaseCustomRemoteModel remoteModel = FirebaseCustomRemoteModel('myModelName'); +``` + +### 2. Create a `FirebaseModelDownloadConditions`. + +Create a `FirebaseModelDownloadConditions` object. +Specify optional platform-specific conditions for the model download. + +```dart +FirebaseModelDownloadConditions conditions = + FirebaseModelDownloadConditions( + androidRequireWifi: true, + androidRequireDeviceIdle: true, + androidRequiredCharging: true, + iosAllowCellularAccess: false, + iosAllowBackgroundDownloading: true); +``` +All of these parameters except `iosAllowCellularAccess` default to `false` if not specified. `iosAllowCellularAccess` defaults to `true`. +Each platform looks only at its platform-specific parameters and ignores the rest. + +### 3. Create an instance of `FirebaseModelManager`. + +Create a `FirebaseModelManager` object corresponding to the default `FirebaseApp` instance. +```dart +FirebaseModelManager modelManager = FirebaseModelManager.instance; +``` + +### 4. Call `download()` with `FirebaseCustomRemoteModel` and `FirebaseModelDownloadConditions`. + +Initiate the download of a remote model if the download hasn't begun. +If the model's download is already in progress, the current download task will continue executing. +If the model is already downloaded to the device, and there is no update, the call will immediately succeed. +If the model is already downloaded to the device, and there is update, a download for the updated version will be attempted. +```dart +await modelManager.download(remoteModel, conditions); +``` + +### 5. Call `isModelDownloaded()` with `FirebaseCustomRemoteModel`. + +Return whether the given remote model is currently downloaded. +```dart +if (await modelManager.isModelDownloaded(model) == true) ) { + // do something with this model +} else { + // fall back on a locally-bundled model or do something else +} +``` + +You can also check if download was successfully completed by surrounding download method with `try` and `catch`. + +### 5. Call `getLatestModelFile()` with `FirebaseCustomRemoteModel`. + +Return the `File` containing the latest model for the remote model name. This will fail if the model is not yet downloaded on the device or valid custom remote model is not provided. + +```dart +File modelFile = await modelManager.getLatestModelFile(model); +``` + +You can feed this file directly into an interpreter or preprocess it, depending on the interpreter of your choice. + +Possible Flutter TF Lite interpreters: +- [tflite](https://pub.dev/packages/tflite) +- [tflite_flutter](https://pub.dev/packages/tflite_flutter) + +Google does not recommend usage of any specific interpreter and leaves it up to the user to decide. + +## Getting Started + +See the `example` directory for a complete sample app using Firebase Machine Learning Custom. + +## Issues and feedback + +Please file Flutterfire specific issues, bugs, or feature requests in our [issue tracker](https://github.com/FirebaseExtended/flutterfire/issues/new). + +Plugin issues that are not specific to Flutterfire can be filed in the [Flutter issue tracker](https://github.com/flutter/flutter/issues/new). + +To contribute a change to this plugin, +please review our [contribution guide](https://github.com/FirebaseExtended/flutterfire/blob/master/CONTRIBUTING.md), +and send a [pull request](https://github.com/FirebaseExtended/flutterfire/pulls). diff --git a/packages/firebase_ml_custom/android/.gitignore b/packages/firebase_ml_custom/android/.gitignore new file mode 100644 index 000000000000..c6cbe562a427 --- /dev/null +++ b/packages/firebase_ml_custom/android/.gitignore @@ -0,0 +1,8 @@ +*.iml +.gradle +/local.properties +/.idea/workspace.xml +/.idea/libraries +.DS_Store +/build +/captures diff --git a/packages/firebase_ml_custom/android/build.gradle b/packages/firebase_ml_custom/android/build.gradle new file mode 100644 index 000000000000..768f54e834e9 --- /dev/null +++ b/packages/firebase_ml_custom/android/build.gradle @@ -0,0 +1,67 @@ +group 'io.flutter.plugins.firebasemlcustom' +version '1.0' + +buildscript { + repositories { + google() + jcenter() + } + + dependencies { + classpath 'com.android.tools.build:gradle:3.5.0' + } +} + +rootProject.allprojects { + repositories { + google() + jcenter() + } +} + +apply plugin: 'com.android.library' + +android { + compileSdkVersion 28 + + defaultConfig { + minSdkVersion 16 + testInstrumentationRunner "androidx.test.runner.AndroidJUnitRunner" + } + lintOptions { + disable 'InvalidPackage' + } + dependencies { + api 'com.google.firebase:firebase-ml-model-interpreter:22.0.3' + implementation 'androidx.annotation:annotation:1.0.0' + implementation 'androidx.exifinterface:exifinterface:1.0.0' + } +} + +// TODO: Remove this hack once androidx.lifecycle is included on stable. https://github.com/flutter/flutter/issues/42348 +afterEvaluate { + def containsEmbeddingDependencies = false + for (def configuration : configurations.all) { + for (def dependency : configuration.dependencies) { + if (dependency.group == 'io.flutter' && + dependency.name.startsWith('flutter_embedding') && + dependency.isTransitive()) + { + containsEmbeddingDependencies = true + break + } + } + } + if (!containsEmbeddingDependencies) { + android { + dependencies { + def lifecycle_version = "1.1.1" + implementation "android.arch.lifecycle:runtime:$lifecycle_version" + implementation "android.arch.lifecycle:common:$lifecycle_version" + implementation "android.arch.lifecycle:common-java8:$lifecycle_version" + } + } + } +} + +apply from: file("./user-agent.gradle") diff --git a/packages/firebase_ml_custom/android/gradle.properties b/packages/firebase_ml_custom/android/gradle.properties new file mode 100644 index 000000000000..38c8d4544ff1 --- /dev/null +++ b/packages/firebase_ml_custom/android/gradle.properties @@ -0,0 +1,4 @@ +org.gradle.jvmargs=-Xmx1536M +android.enableR8=true +android.useAndroidX=true +android.enableJetifier=true diff --git a/packages/firebase_ml_custom/android/gradle/wrapper/gradle-wrapper.properties b/packages/firebase_ml_custom/android/gradle/wrapper/gradle-wrapper.properties new file mode 100644 index 000000000000..01a286e96a21 --- /dev/null +++ b/packages/firebase_ml_custom/android/gradle/wrapper/gradle-wrapper.properties @@ -0,0 +1,5 @@ +distributionBase=GRADLE_USER_HOME +distributionPath=wrapper/dists +zipStoreBase=GRADLE_USER_HOME +zipStorePath=wrapper/dists +distributionUrl=https\://services.gradle.org/distributions/gradle-5.6.2-all.zip diff --git a/packages/firebase_ml_custom/android/settings.gradle b/packages/firebase_ml_custom/android/settings.gradle new file mode 100644 index 000000000000..395f36d7562f --- /dev/null +++ b/packages/firebase_ml_custom/android/settings.gradle @@ -0,0 +1 @@ +rootProject.name = 'firebase_ml_custom' diff --git a/packages/firebase_ml_custom/android/src/main/AndroidManifest.xml b/packages/firebase_ml_custom/android/src/main/AndroidManifest.xml new file mode 100644 index 000000000000..37590f9a2e4d --- /dev/null +++ b/packages/firebase_ml_custom/android/src/main/AndroidManifest.xml @@ -0,0 +1,9 @@ + + + + + + + diff --git a/packages/firebase_ml_custom/android/src/main/java/io/flutter/plugins/firebasemlcustom/FirebaseMLCustomPlugin.java b/packages/firebase_ml_custom/android/src/main/java/io/flutter/plugins/firebasemlcustom/FirebaseMLCustomPlugin.java new file mode 100644 index 000000000000..0fb3814f265a --- /dev/null +++ b/packages/firebase_ml_custom/android/src/main/java/io/flutter/plugins/firebasemlcustom/FirebaseMLCustomPlugin.java @@ -0,0 +1,59 @@ +// Copyright 2020 The Chromium Authors. All rights reserved. +// Use of this source code is governed by a BSD-style license that can be +// found in the LICENSE file.package io.flutter.plugins.firebaseml; + +package io.flutter.plugins.firebasemlcustom; + +import android.os.Build; +import androidx.annotation.NonNull; +import androidx.annotation.RequiresApi; +import io.flutter.embedding.engine.plugins.FlutterPlugin; +import io.flutter.plugin.common.MethodCall; +import io.flutter.plugin.common.MethodChannel; +import io.flutter.plugin.common.MethodChannel.MethodCallHandler; +import io.flutter.plugin.common.MethodChannel.Result; +import io.flutter.plugin.common.PluginRegistry.Registrar; + +/** A flutter plugin for accessing the FirebaseML API for custom models. */ +public class FirebaseMLCustomPlugin implements FlutterPlugin, MethodCallHandler { + + private static final String CHANNEL_NAME = "plugins.flutter.io/firebase_ml_custom"; + + private MethodChannel channel; + + /** + * Registers a plugin with the v1 embedding api {@code io.flutter.plugin.common}. + * + *

Calling this will register the plugin with the passed registrar. However, plugins + * initialized this way won't react to changes in activity or context. + * + * @param registrar connects this plugin's {@link + * io.flutter.plugin.common.MethodChannel.MethodCallHandler} to its {@link + * io.flutter.plugin.common.BinaryMessenger}. + */ + public static void registerWith(Registrar registrar) { + final MethodChannel channel = new MethodChannel(registrar.messenger(), CHANNEL_NAME); + channel.setMethodCallHandler(new FirebaseMLCustomPlugin()); + } + + @Override + public void onAttachedToEngine(@NonNull FlutterPluginBinding flutterPluginBinding) { + channel = new MethodChannel(flutterPluginBinding.getBinaryMessenger(), CHANNEL_NAME); + channel.setMethodCallHandler(this); + } + + @RequiresApi(api = Build.VERSION_CODES.N) + @Override + public void onMethodCall(@NonNull MethodCall call, @NonNull final Result result) { + if (call.method.split("#")[0].equals("FirebaseModelManager")) { + ModelManager.handleModelManager(call, result); + } else { + result.notImplemented(); + } + } + + @Override + public void onDetachedFromEngine(@NonNull FlutterPluginBinding binding) { + channel.setMethodCallHandler(null); + } +} diff --git a/packages/firebase_ml_custom/android/src/main/java/io/flutter/plugins/firebasemlcustom/FlutterFirebaseAppRegistrar.java b/packages/firebase_ml_custom/android/src/main/java/io/flutter/plugins/firebasemlcustom/FlutterFirebaseAppRegistrar.java new file mode 100644 index 000000000000..1ecee5ff268d --- /dev/null +++ b/packages/firebase_ml_custom/android/src/main/java/io/flutter/plugins/firebasemlcustom/FlutterFirebaseAppRegistrar.java @@ -0,0 +1,21 @@ +// Copyright 2020 The Chromium Authors. All rights reserved. +// Use of this source code is governed by a BSD-style license that can be +// found in the LICENSE file. + +package io.flutter.plugins.firebasemlcustom; + +import androidx.annotation.Keep; +import com.google.firebase.components.Component; +import com.google.firebase.components.ComponentRegistrar; +import com.google.firebase.platforminfo.LibraryVersionComponent; +import java.util.Collections; +import java.util.List; + +@Keep +public class FlutterFirebaseAppRegistrar implements ComponentRegistrar { + @Override + public List> getComponents() { + return Collections.>singletonList( + LibraryVersionComponent.create(BuildConfig.LIBRARY_NAME, BuildConfig.LIBRARY_VERSION)); + } +} diff --git a/packages/firebase_ml_custom/android/src/main/java/io/flutter/plugins/firebasemlcustom/ModelManager.java b/packages/firebase_ml_custom/android/src/main/java/io/flutter/plugins/firebasemlcustom/ModelManager.java new file mode 100644 index 000000000000..b1cde4db6e3c --- /dev/null +++ b/packages/firebase_ml_custom/android/src/main/java/io/flutter/plugins/firebasemlcustom/ModelManager.java @@ -0,0 +1,129 @@ +package io.flutter.plugins.firebasemlcustom; + +import android.os.Build; +import androidx.annotation.NonNull; +import androidx.annotation.RequiresApi; +import com.google.android.gms.tasks.OnCompleteListener; +import com.google.android.gms.tasks.OnFailureListener; +import com.google.android.gms.tasks.OnSuccessListener; +import com.google.android.gms.tasks.Task; +import com.google.firebase.ml.common.modeldownload.FirebaseModelDownloadConditions; +import com.google.firebase.ml.common.modeldownload.FirebaseModelManager; +import com.google.firebase.ml.custom.FirebaseCustomRemoteModel; +import io.flutter.plugin.common.MethodCall; +import io.flutter.plugin.common.MethodChannel.Result; +import java.io.File; +import java.util.Map; + +public final class ModelManager { + private ModelManager() {} + + @RequiresApi(api = Build.VERSION_CODES.N) + static void handleModelManager(@NonNull MethodCall call, @NonNull final Result result) { + switch (call.method) { + case "FirebaseModelManager#download": + download(call, result); + break; + case "FirebaseModelManager#getLatestModelFile": + getLatestModelFile(call, result); + break; + case "FirebaseModelManager#isModelDownloaded": + isModelDownloaded(call, result); + break; + default: + result.notImplemented(); + } + } + + @RequiresApi(api = Build.VERSION_CODES.N) + static void download(@NonNull MethodCall call, @NonNull final Result result) { + assert (call.argument("modelName") != null); + assert (call.argument("conditions") != null); + + String modelName = call.argument("modelName"); + Map conditionsToMap = call.argument("conditions"); + final FirebaseCustomRemoteModel remoteModel = + new FirebaseCustomRemoteModel.Builder(modelName).build(); + FirebaseModelDownloadConditions.Builder conditionsBuilder = + new FirebaseModelDownloadConditions.Builder(); + + if (conditionsToMap.get("androidRequireCharging")) { + conditionsBuilder.requireCharging(); + } + if (conditionsToMap.get("androidRequireDeviceIdle")) { + conditionsBuilder.requireDeviceIdle(); + } + if (conditionsToMap.get("androidRequireWifi")) { + conditionsBuilder.requireWifi(); + } + + FirebaseModelDownloadConditions conditions = conditionsBuilder.build(); + FirebaseModelManager.getInstance() + .download(remoteModel, conditions) + .addOnSuccessListener( + new OnSuccessListener() { + @Override + public void onSuccess(Void v) { + result.success(null); + } + }) + .addOnFailureListener( + new OnFailureListener() { + @Override + public void onFailure(@NonNull Exception exception) { + result.error("FirebaseModelManager", exception.getLocalizedMessage(), null); + } + }); + } + + private static void getLatestModelFile(@NonNull MethodCall call, @NonNull final Result result) { + assert (call.argument("modelName") != null); + String modelName = call.argument("modelName"); + + final FirebaseCustomRemoteModel remoteModel = + new FirebaseCustomRemoteModel.Builder(modelName).build(); + + FirebaseModelManager.getInstance() + .getLatestModelFile(remoteModel) + .addOnCompleteListener( + new OnCompleteListener() { + @Override + public void onComplete(@NonNull Task task) { + File modelFile = task.getResult(); + if (modelFile != null) { + result.success(modelFile.getAbsolutePath()); + } else { + String errorMessage = + task.getException() == null + ? "Please make sure your custom remote model is downloaded." + : task.getException().getLocalizedMessage(); + result.error("FirebaseModelManager", errorMessage, null); + } + } + }); + } + + private static void isModelDownloaded(@NonNull MethodCall call, @NonNull final Result result) { + assert (call.argument("modelName") != null); + String modelName = call.argument("modelName"); + + final FirebaseCustomRemoteModel remoteModel = + new FirebaseCustomRemoteModel.Builder(modelName).build(); + + FirebaseModelManager.getInstance() + .isModelDownloaded(remoteModel) + .addOnCompleteListener( + new OnCompleteListener() { + @Override + public void onComplete(@NonNull Task task) { + Boolean isModelDownloaded = task.getResult(); + if (isModelDownloaded != null) { + result.success(isModelDownloaded); + } else { + result.error( + "FirebaseModelManager", task.getException().getLocalizedMessage(), null); + } + } + }); + } +} diff --git a/packages/firebase_ml_custom/android/user-agent.gradle b/packages/firebase_ml_custom/android/user-agent.gradle new file mode 100644 index 000000000000..39ea37710133 --- /dev/null +++ b/packages/firebase_ml_custom/android/user-agent.gradle @@ -0,0 +1,22 @@ +import java.util.regex.Matcher +import java.util.regex.Pattern + +String libraryVersionName = "UNKNOWN" +String libraryName = "flutter-fire-ml-cus" +File pubspec = new File(project.projectDir.parentFile, 'pubspec.yaml') + +if (pubspec.exists()) { + String yaml = pubspec.text + // Using \s*['|"]?([^\n|'|"]*)['|"]? to extract version number. + Matcher versionMatcher = Pattern.compile("^version:\\s*['|\"]?([^\\n|'|\"]*)['|\"]?\$", Pattern.MULTILINE).matcher(yaml) + if (versionMatcher.find()) libraryVersionName = versionMatcher.group(1).replaceAll("\\+", "-") +} + +android { + defaultConfig { + // BuildConfig.VERSION_NAME + buildConfigField 'String', 'LIBRARY_VERSION', "\"${libraryVersionName}\"" + // BuildConfig.LIBRARY_NAME + buildConfigField 'String', 'LIBRARY_NAME', "\"${libraryName}\"" + } +} diff --git a/packages/firebase_ml_custom/example/.gitignore b/packages/firebase_ml_custom/example/.gitignore new file mode 100644 index 000000000000..1ba9c339effb --- /dev/null +++ b/packages/firebase_ml_custom/example/.gitignore @@ -0,0 +1,43 @@ +# Miscellaneous +*.class +*.log +*.pyc +*.swp +.DS_Store +.atom/ +.buildlog/ +.history +.svn/ + +# IntelliJ related +*.iml +*.ipr +*.iws +.idea/ + +# The .vscode folder contains launch configuration and tasks you configure in +# VS Code which you may wish to be included in version control, so this line +# is commented out by default. +#.vscode/ + +# Flutter/Dart/Pub related +**/doc/api/ +.dart_tool/ +.flutter-plugins +.flutter-plugins-dependencies +.packages +.pub-cache/ +.pub/ +/build/ + +# Web related +lib/generated_plugin_registrant.dart + +# Symbolication related +app.*.symbols + +# Obfuscation related +app.*.map.json + +# Exceptions to above rules. +!/packages/flutter_tools/test/data/dart_dependencies_test/**/.packages diff --git a/packages/firebase_ml_custom/example/.metadata b/packages/firebase_ml_custom/example/.metadata new file mode 100644 index 000000000000..7c361ddcc438 --- /dev/null +++ b/packages/firebase_ml_custom/example/.metadata @@ -0,0 +1,10 @@ +# This file tracks properties of this Flutter project. +# Used by Flutter tool to assess capabilities and perform upgrades etc. +# +# This file should be version controlled and should not be manually edited. + +version: + revision: b041144f833e05cf463b8887fa12efdec9493488 + channel: stable + +project_type: app diff --git a/packages/firebase_ml_custom/example/README.md b/packages/firebase_ml_custom/example/README.md new file mode 100644 index 000000000000..4e10a08c9b48 --- /dev/null +++ b/packages/firebase_ml_custom/example/README.md @@ -0,0 +1,28 @@ +# Example of Firebase Machine Learning Custom +Demonstrates how to use the firebase_ml_custom plugin. + +## Usage +In order to run this example app you first need to **upload a tflite model to the Firebase console.** +This app uses `mobilenet_v1_1.0_224.tflite` label recognition model, which you can find in the `assets` folder. +##### How to host this model on Firebase: +1. In the `Machine Learning` section of the Firebase console, click the `Custom` tab. +2. Click `Add model`. +3. Specify a name that will be used to identify your model in your Firebase project, `mobilenet_v1_1_0_224` for this example app. Then upload the TensorFlow Lite model file. + +Remember to add your app to the your Firebase project and replace `google-services.json` and `GoogleService-Info.plist` with those from the project with the uploaded model. When you add this app to your Firebase project specify: +- `io.flutter.plugins.firebasemlcustomexample` as Android package name and +- `io.flutter.plugins.firebaseMlCustomExample` as IOS bundle ID. + +This example uses the *image_picker* plugin to get images from the device gallery. If using an iOS device you will have to configure your project with the correct permissions seen under iOS configuration [here](https://pub.dartlang.org/packages/image_picker). + +The example also uses the *tflite* plugin to perform inference. If using an Android device you may need to modify your `android/app/build.gradle` file as specified [here](https://pub.dartlang.org/packages/tflite). + +### Common issues with installation +1. If your build breaks due to flutter package related issues, run `flutter upgrade`. +2. If you experience TFLite package related issue on IOS, and the issue states that some reader file is not found, check [this](https://github.com/shaqian/flutter_tflite/issues/139) github issue and its solution. +3. If you run the app on IOS, and error is the following: `FLTModelManager.m:78:7: error: no visible @interface for 'FIRModelManager' declares the selector 'getLatestModelFilePath:completion:'`, +it means your Podfile.lock didn't pick up correct dependencies. Try cleaning pod cache and installing pods again. + +## Getting Started +For help getting started with Flutter, view our online +[documentation.](https://flutter.io/) diff --git a/packages/firebase_ml_custom/example/android/.gitignore b/packages/firebase_ml_custom/example/android/.gitignore new file mode 100644 index 000000000000..bc2100d8f75e --- /dev/null +++ b/packages/firebase_ml_custom/example/android/.gitignore @@ -0,0 +1,7 @@ +gradle-wrapper.jar +/.gradle +/captures/ +/gradlew +/gradlew.bat +/local.properties +GeneratedPluginRegistrant.java diff --git a/packages/firebase_ml_custom/example/android/app/build.gradle b/packages/firebase_ml_custom/example/android/app/build.gradle new file mode 100644 index 000000000000..9b1d283e7c07 --- /dev/null +++ b/packages/firebase_ml_custom/example/android/app/build.gradle @@ -0,0 +1,66 @@ +def localProperties = new Properties() +def localPropertiesFile = rootProject.file('local.properties') +if (localPropertiesFile.exists()) { + localPropertiesFile.withReader('UTF-8') { reader -> + localProperties.load(reader) + } +} + +def flutterRoot = localProperties.getProperty('flutter.sdk') +if (flutterRoot == null) { + throw new GradleException("Flutter SDK not found. Define location with flutter.sdk in the local.properties file.") +} + +def flutterVersionCode = localProperties.getProperty('flutter.versionCode') +if (flutterVersionCode == null) { + flutterVersionCode = '1' +} + +def flutterVersionName = localProperties.getProperty('flutter.versionName') +if (flutterVersionName == null) { + flutterVersionName = '1.0' +} + +apply plugin: 'com.android.application' +apply from: "$flutterRoot/packages/flutter_tools/gradle/flutter.gradle" + +android { + compileSdkVersion 28 + + lintOptions { + disable 'InvalidPackage' + } + + aaptOptions { + noCompress 'tflite' + } + + defaultConfig { + applicationId "io.flutter.plugins.firebasemlcustomexample" + minSdkVersion 21 + targetSdkVersion 28 + versionCode flutterVersionCode.toInteger() + versionName flutterVersionName + testInstrumentationRunner "androidx.test.runner.AndroidJUnitRunner" + } + + buildTypes { + release { + // TODO: Add your own signing config for the release build. + // Signing with the debug keys for now, so `flutter run --release` works. + signingConfig signingConfigs.debug + } + } + + dependencies { + androidTestImplementation 'androidx.test:runner:1.2.0' + androidTestImplementation 'androidx.test:rules:1.2.0' + androidTestImplementation 'androidx.test.espresso:espresso-core:3.2.0' + } +} + +flutter { + source '../..' +} + +apply plugin: 'com.google.gms.google-services' diff --git a/packages/firebase_ml_custom/example/android/app/google-services.json b/packages/firebase_ml_custom/example/android/app/google-services.json new file mode 100644 index 000000000000..23d50e4300e8 --- /dev/null +++ b/packages/firebase_ml_custom/example/android/app/google-services.json @@ -0,0 +1,235 @@ +{ + "project_info": { + "project_number": "479882132969", + "firebase_url": "https://my-flutter-proj.firebaseio.com", + "project_id": "my-flutter-proj", + "storage_bucket": "my-flutter-proj.appspot.com" + }, + "client": [ + { + "client_info": { + "mobilesdk_app_id": "1:479882132969:android:632cdf3fc0a17139", + "android_client_info": { + "package_name": "io.flutter.plugins.firebasedynamiclinksexample" + } + }, + "oauth_client": [ + { + "client_id": "479882132969-32qusitiag53931ck80h121ajhlc5a7e.apps.googleusercontent.com", + "client_type": 1, + "android_info": { + "package_name": "io.flutter.plugins.firebasedynamiclinksexample", + "certificate_hash": "e733b7a303250b63e06de6f7c9767c517d69cfa0" + } + }, + { + "client_id": "479882132969-0d20fkjtr1p8evfomfkf3vmi50uajml2.apps.googleusercontent.com", + "client_type": 3 + }, + { + "client_id": "479882132969-0d20fkjtr1p8evfomfkf3vmi50uajml2.apps.googleusercontent.com", + "client_type": 3 + } + ], + "api_key": [ + { + "current_key": "AIzaSyCrZz9T0Pg0rDnpxfNuPBrOxGhXskfebXs" + } + ], + "services": { + "analytics_service": { + "status": 1 + }, + "appinvite_service": { + "status": 2, + "other_platform_oauth_client": [ + { + "client_id": "479882132969-0d20fkjtr1p8evfomfkf3vmi50uajml2.apps.googleusercontent.com", + "client_type": 3 + }, + { + "client_id": "479882132969-pn2ancg65o0e7r5ikte1qiciuvdghqf9.apps.googleusercontent.com", + "client_type": 2, + "ios_info": { + "bundle_id": "com.google.FirebaseCppDynamicLinksTestApp.dev", + "app_store_id": "1009116743" + } + } + ] + }, + "ads_service": { + "status": 2 + } + } + }, + { + "client_info": { + "mobilesdk_app_id": "1:479882132969:android:ae50362b4bc06086", + "android_client_info": { + "package_name": "io.flutter.plugins.firebasemlvisionexample" + } + }, + "oauth_client": [ + { + "client_id": "479882132969-9pp74fkgmtvt47t9rikc1p861v7n85tn.apps.googleusercontent.com", + "client_type": 1, + "android_info": { + "package_name": "io.flutter.plugins.firebasemlvisionexample", + "certificate_hash": "e733b7a303250b63e06de6f7c9767c517d69cfa0" + } + }, + { + "client_id": "479882132969-0d20fkjtr1p8evfomfkf3vmi50uajml2.apps.googleusercontent.com", + "client_type": 3 + }, + { + "client_id": "479882132969-0d20fkjtr1p8evfomfkf3vmi50uajml2.apps.googleusercontent.com", + "client_type": 3 + } + ], + "api_key": [ + { + "current_key": "AIzaSyCrZz9T0Pg0rDnpxfNuPBrOxGhXskfebXs" + } + ], + "services": { + "analytics_service": { + "status": 1 + }, + "appinvite_service": { + "status": 2, + "other_platform_oauth_client": [ + { + "client_id": "479882132969-0d20fkjtr1p8evfomfkf3vmi50uajml2.apps.googleusercontent.com", + "client_type": 3 + }, + { + "client_id": "479882132969-pn2ancg65o0e7r5ikte1qiciuvdghqf9.apps.googleusercontent.com", + "client_type": 2, + "ios_info": { + "bundle_id": "com.google.FirebaseCppDynamicLinksTestApp.dev", + "app_store_id": "1009116743" + } + } + ] + }, + "ads_service": { + "status": 2 + } + } + }, + { + "client_info": { + "mobilesdk_app_id": "1:479882132969:android:215a22700e1b466b", + "android_client_info": { + "package_name": "io.flutter.plugins.firebaseperformanceexample" + } + }, + "oauth_client": [ + { + "client_id": "479882132969-8h4kiv8m7ho4tvn6uuujsfcrf69unuf7.apps.googleusercontent.com", + "client_type": 1, + "android_info": { + "package_name": "io.flutter.plugins.firebaseperformanceexample", + "certificate_hash": "e733b7a303250b63e06de6f7c9767c517d69cfa0" + } + }, + { + "client_id": "479882132969-0d20fkjtr1p8evfomfkf3vmi50uajml2.apps.googleusercontent.com", + "client_type": 3 + }, + { + "client_id": "479882132969-0d20fkjtr1p8evfomfkf3vmi50uajml2.apps.googleusercontent.com", + "client_type": 3 + } + ], + "api_key": [ + { + "current_key": "AIzaSyCrZz9T0Pg0rDnpxfNuPBrOxGhXskfebXs" + } + ], + "services": { + "analytics_service": { + "status": 1 + }, + "appinvite_service": { + "status": 2, + "other_platform_oauth_client": [ + { + "client_id": "479882132969-0d20fkjtr1p8evfomfkf3vmi50uajml2.apps.googleusercontent.com", + "client_type": 3 + }, + { + "client_id": "479882132969-pn2ancg65o0e7r5ikte1qiciuvdghqf9.apps.googleusercontent.com", + "client_type": 2, + "ios_info": { + "bundle_id": "com.google.FirebaseCppDynamicLinksTestApp.dev", + "app_store_id": "1009116743" + } + } + ] + }, + "ads_service": { + "status": 2 + } + } + }, + { + "client_info": { + "mobilesdk_app_id": "1:479882132969:android:ae50362b4bc06086", + "android_client_info": { + "package_name": "io.flutter.plugins.firebasemlcustomexample" + } + }, + "oauth_client": [ + { + "client_id": "479882132969-9pp74fkgmtvt47t9rikc1p861v7n85tn.apps.googleusercontent.com", + "client_type": 1, + "android_info": { + "package_name": "io.flutter.plugins.firebasemlcustomexample", + "certificate_hash": "e733b7a303250b63e06de6f7c9767c517d69cfa0" + } + }, + { + "client_id": "479882132969-0d20fkjtr1p8evfomfkf3vmi50uajml2.apps.googleusercontent.com", + "client_type": 3 + }, + { + "client_id": "479882132969-0d20fkjtr1p8evfomfkf3vmi50uajml2.apps.googleusercontent.com", + "client_type": 3 + } + ], + "api_key": [ + { + "current_key": "AIzaSyCrZz9T0Pg0rDnpxfNuPBrOxGhXskfebXs" + } + ], + "services": { + "analytics_service": { + "status": 1 + }, + "appinvite_service": { + "status": 2, + "other_platform_oauth_client": [ + { + "client_id": "479882132969-0d20fkjtr1p8evfomfkf3vmi50uajml2.apps.googleusercontent.com", + "client_type": 3 + }, + { + "client_id": "479882132969-pn2ancg65o0e7r5ikte1qiciuvdghqf9.apps.googleusercontent.com", + "client_type": 2, + "ios_info": { + "bundle_id": "com.google.FirebaseCppDynamicLinksTestApp.dev", + "app_store_id": "1009116743" + } + } + ] + }, + "ads_service": { + "status": 2 + } + } + } + ], + "configuration_version": "1" +} \ No newline at end of file diff --git a/packages/firebase_ml_custom/example/android/app/src/androidTest/java/io/flutter/plugins/firebaseml_example/EmbeddingV1ActivityTest.java b/packages/firebase_ml_custom/example/android/app/src/androidTest/java/io/flutter/plugins/firebaseml_example/EmbeddingV1ActivityTest.java new file mode 100644 index 000000000000..a5f46906dea6 --- /dev/null +++ b/packages/firebase_ml_custom/example/android/app/src/androidTest/java/io/flutter/plugins/firebaseml_example/EmbeddingV1ActivityTest.java @@ -0,0 +1,13 @@ +package io.flutter.plugins.firebasemlcustomexample; + +import androidx.test.rule.ActivityTestRule; +import dev.flutter.plugins.e2e.FlutterRunner; +import org.junit.Rule; +import org.junit.runner.RunWith; + +@RunWith(FlutterRunner.class) +public class EmbeddingV1ActivityTest { + @Rule + public ActivityTestRule rule = + new ActivityTestRule<>(EmbeddingV1Activity.class); +} diff --git a/packages/firebase_ml_custom/example/android/app/src/androidTest/java/io/flutter/plugins/firebaseml_example/MainActivityTest.java b/packages/firebase_ml_custom/example/android/app/src/androidTest/java/io/flutter/plugins/firebaseml_example/MainActivityTest.java new file mode 100644 index 000000000000..c5221a433dbc --- /dev/null +++ b/packages/firebase_ml_custom/example/android/app/src/androidTest/java/io/flutter/plugins/firebaseml_example/MainActivityTest.java @@ -0,0 +1,11 @@ +package io.flutter.plugins.firebasemlcustomexample; + +import androidx.test.rule.ActivityTestRule; +import dev.flutter.plugins.e2e.FlutterRunner; +import org.junit.Rule; +import org.junit.runner.RunWith; + +@RunWith(FlutterRunner.class) +public class MainActivityTest { + @Rule public ActivityTestRule rule = new ActivityTestRule<>(MainActivity.class); +} diff --git a/packages/firebase_ml_custom/example/android/app/src/debug/AndroidManifest.xml b/packages/firebase_ml_custom/example/android/app/src/debug/AndroidManifest.xml new file mode 100644 index 000000000000..23641c19c54c --- /dev/null +++ b/packages/firebase_ml_custom/example/android/app/src/debug/AndroidManifest.xml @@ -0,0 +1,7 @@ + + + + diff --git a/packages/firebase_ml_custom/example/android/app/src/main/AndroidManifest.xml b/packages/firebase_ml_custom/example/android/app/src/main/AndroidManifest.xml new file mode 100644 index 000000000000..8277a235d580 --- /dev/null +++ b/packages/firebase_ml_custom/example/android/app/src/main/AndroidManifest.xml @@ -0,0 +1,51 @@ + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/packages/firebase_ml_custom/example/android/app/src/main/java/io/flutter/plugins/firebasemlcustomexample/EmbeddingV1Activity.java b/packages/firebase_ml_custom/example/android/app/src/main/java/io/flutter/plugins/firebasemlcustomexample/EmbeddingV1Activity.java new file mode 100644 index 000000000000..12e4a036d9f9 --- /dev/null +++ b/packages/firebase_ml_custom/example/android/app/src/main/java/io/flutter/plugins/firebasemlcustomexample/EmbeddingV1Activity.java @@ -0,0 +1,17 @@ +// Copyright 2020 The Chromium Authors. All rights reserved. +// Use of this source code is governed by a BSD-style license that can be +// found in the LICENSE file. + +package io.flutter.plugins.firebasemlcustomexample; + +import android.os.Bundle; +import io.flutter.app.FlutterActivity; +import io.flutter.plugins.GeneratedPluginRegistrant; + +public class EmbeddingV1Activity extends FlutterActivity { + @Override + protected void onCreate(Bundle savedInstanceState) { + super.onCreate(savedInstanceState); + GeneratedPluginRegistrant.registerWith(this); + } +} diff --git a/packages/firebase_ml_custom/example/android/app/src/main/java/io/flutter/plugins/firebasemlcustomexample/MainActivity.java b/packages/firebase_ml_custom/example/android/app/src/main/java/io/flutter/plugins/firebasemlcustomexample/MainActivity.java new file mode 100644 index 000000000000..4c24b798aa1e --- /dev/null +++ b/packages/firebase_ml_custom/example/android/app/src/main/java/io/flutter/plugins/firebasemlcustomexample/MainActivity.java @@ -0,0 +1,23 @@ +package io.flutter.plugins.firebasemlcustomexample; + +import io.flutter.embedding.android.FlutterActivity; +import io.flutter.embedding.engine.FlutterEngine; +import io.flutter.embedding.engine.plugins.shim.ShimPluginRegistry; +import io.flutter.plugins.firebasemlcustom.FirebaseMLCustomPlugin; +import io.flutter.plugins.imagepicker.ImagePickerPlugin; +import io.flutter.plugins.pathprovider.PathProviderPlugin; +import sq.flutter.tflite.TflitePlugin; + +public class MainActivity extends FlutterActivity { + @Override + public void configureFlutterEngine(FlutterEngine flutterEngine) { + flutterEngine.getPlugins().add(new FirebaseMLCustomPlugin()); + + final ShimPluginRegistry shimPluginRegistry = new ShimPluginRegistry(flutterEngine); + PathProviderPlugin.registerWith( + shimPluginRegistry.registrarFor("io.flutter.plugins.pathprovider.PathProviderPlugin")); + ImagePickerPlugin.registerWith( + shimPluginRegistry.registrarFor("io.flutter.plugins.imagepicker.ImagePickerPlugin")); + 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000000000000..23641c19c54c --- /dev/null +++ b/packages/firebase_ml_custom/example/android/app/src/profile/AndroidManifest.xml @@ -0,0 +1,7 @@ + + + + diff --git a/packages/firebase_ml_custom/example/android/build.gradle b/packages/firebase_ml_custom/example/android/build.gradle new file mode 100644 index 000000000000..d3e9fb5da37a --- /dev/null +++ b/packages/firebase_ml_custom/example/android/build.gradle @@ -0,0 +1,31 @@ +buildscript { + repositories { + google() + jcenter() + } + + dependencies { + classpath 'com.android.tools.build:gradle:3.5.0' + classpath 'com.google.gms:google-services:4.3.3' + } +} + +allprojects { + repositories { + google() + jcenter() + mavenLocal() + } +} + +rootProject.buildDir = '../build' +subprojects { + project.buildDir = "${rootProject.buildDir}/${project.name}" +} +subprojects { + project.evaluationDependsOn(':app') +} + +task clean(type: Delete) { + delete rootProject.buildDir +} diff --git a/packages/firebase_ml_custom/example/android/gradle.properties b/packages/firebase_ml_custom/example/android/gradle.properties new file mode 100644 index 000000000000..38c8d4544ff1 --- /dev/null +++ b/packages/firebase_ml_custom/example/android/gradle.properties @@ -0,0 +1,4 @@ +org.gradle.jvmargs=-Xmx1536M +android.enableR8=true +android.useAndroidX=true +android.enableJetifier=true diff --git a/packages/firebase_ml_custom/example/android/gradle/wrapper/gradle-wrapper.properties b/packages/firebase_ml_custom/example/android/gradle/wrapper/gradle-wrapper.properties new file mode 100644 index 000000000000..296b146b7318 --- /dev/null +++ b/packages/firebase_ml_custom/example/android/gradle/wrapper/gradle-wrapper.properties @@ -0,0 +1,6 @@ +#Fri Jun 23 08:50:38 CEST 2017 +distributionBase=GRADLE_USER_HOME +distributionPath=wrapper/dists +zipStoreBase=GRADLE_USER_HOME +zipStorePath=wrapper/dists +distributionUrl=https\://services.gradle.org/distributions/gradle-5.6.2-all.zip diff --git a/packages/firebase_ml_custom/example/android/settings.gradle b/packages/firebase_ml_custom/example/android/settings.gradle new file mode 100644 index 000000000000..19a3494adfd2 --- /dev/null +++ b/packages/firebase_ml_custom/example/android/settings.gradle @@ -0,0 +1,19 @@ +// Copyright 2020 The Flutter Authors. All rights reserved. +// Use of this source code is governed by a BSD-style license that can be +// found in the LICENSE file. + +include ':app' + +def flutterProjectRoot = rootProject.projectDir.parentFile.toPath() + +def plugins = new Properties() +def pluginsFile = new File(flutterProjectRoot.toFile(), '.flutter-plugins') +if (pluginsFile.exists()) { + pluginsFile.withReader('UTF-8') { reader -> plugins.load(reader) } +} + +plugins.each { name, path -> + def pluginDirectory = flutterProjectRoot.resolve(path).resolve('android').toFile() + include ":$name" + project(":$name").projectDir = pluginDirectory +} diff --git a/packages/firebase_ml_custom/example/assets/labels_mobilenet_v1_224.txt b/packages/firebase_ml_custom/example/assets/labels_mobilenet_v1_224.txt new file mode 100644 index 000000000000..fe811239d8e2 --- /dev/null +++ b/packages/firebase_ml_custom/example/assets/labels_mobilenet_v1_224.txt @@ -0,0 +1,1001 @@ +background +tench +goldfish +great white shark +tiger shark 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