invertase / react-native-firebase

🔥 A well-tested feature-rich modular Firebase implementation for React Native. Supports both iOS & Android platforms for all Firebase services.
https://rnfirebase.io
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[🐛] OutOfMemoryError com.google.firebase.firestore.util.AsyncQueue in lambda$panic$3 #5322

Closed lc-brito closed 3 years ago

lc-brito commented 3 years ago

Issue

The error occurs after many calls to update a record, while working offline.

Just to give some context about the application, this app is basically a form with many questions (over a hundred), like a checklist, and at each time the user answer someone (after typing or selecting and option) a function is called to save this answer, this way when app is closed and reopened we still have the answers.

After answer some questions, the errors occurs, app crash and close.


Project Files

Javascript

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#### `package.json`: ```json { "name": "firestoreofflineapp", "version": "0.0.1", "private": true, "scripts": { "android": "react-native run-android", "ios": "react-native run-ios", "start": "react-native start --reset-cache", "test": "jest", "lint": "eslint ." }, "dependencies": { "@react-native-community/async-storage": "^1.12.1", "@react-native-firebase/app": "^11.5.0", "@react-native-firebase/firestore": "^11.5.0", "@sentry/react-native": "^2.4.2", "react": "17.0.1", "react-native": "0.64.1", "react-native-device-info": "^8.1.3", "uuid": "^3.4.0" }, "jest": { "preset": "react-native" } } ``` #### `firebase.json` for react-native-firebase v6: ```json # N/A ```

iOS

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#### `ios/Podfile`: - [ ] I'm not using Pods - [x] I'm using Pods and my Podfile looks like: ```ruby require_relative '../node_modules/react-native/scripts/react_native_pods' require_relative '../node_modules/@react-native-community/cli-platform-ios/native_modules' platform :ios, '10.0' target 'FirestoreOfflineApp' do config = use_native_modules! use_react_native!( :path => config[:reactNativePath], # to enable hermes on iOS, change `false` to `true` and then install pods :hermes_enabled => false ) pod 'RNCAsyncStorage', :path => '../node_modules/@react-native-community/async-storage' target 'FirestoreOfflineAppTests' do inherit! :complete # Pods for testing end # Enables Flipper. # # Note that if you have use_frameworks! enabled, Flipper will not work and # you should disable the next line. use_flipper!() post_install do |installer| react_native_post_install(installer) end end ``` #### `AppDelegate.m`: ```objc // N/A ```


Android

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#### Have you converted to AndroidX? - [ ] my application is an AndroidX application? - [x] I am using `android/gradle.settings` `jetifier=true` for Android compatibility? - [x] I am using the NPM package `jetifier` for react-native compatibility? #### `android/build.gradle`: ```groovy // Top-level build file where you can add configuration options common to all sub-projects/modules. buildscript { ext { buildToolsVersion = "29.0.3" minSdkVersion = 21 compileSdkVersion = 29 targetSdkVersion = 29 ndkVersion = "20.1.5948944" } repositories { google() jcenter() } dependencies { classpath("com.android.tools.build:gradle:4.1.0") // NOTE: Do not place your application dependencies here; they belong // in the individual module build.gradle files classpath 'com.google.gms:google-services:4.3.4' } } allprojects { repositories { mavenLocal() maven { // All of React Native (JS, Obj-C sources, Android binaries) is installed from npm url("$rootDir/../node_modules/react-native/android") } maven { // Android JSC is installed from npm url("$rootDir/../node_modules/jsc-android/dist") } google() jcenter() maven { url 'https://www.jitpack.io' } } } ``` #### `android/app/build.gradle`: ```groovy apply plugin: "com.android.application" apply plugin: 'com.google.gms.google-services' import com.android.build.OutputFile project.ext.react = [ entryFile: "index.js", enableHermes: false, // clean and rebuild if changing ] project.ext.sentryCli = [ logLevel: "debug" ] apply from: "../../node_modules/react-native/react.gradle" apply from: "../../node_modules/@sentry/react-native/sentry.gradle" def enableSeparateBuildPerCPUArchitecture = false def enableProguardInReleaseBuilds = false def jscFlavor = 'org.webkit:android-jsc:+' def enableHermes = project.ext.react.get("enableHermes", false); android { ndkVersion rootProject.ext.ndkVersion compileSdkVersion rootProject.ext.compileSdkVersion compileOptions { sourceCompatibility JavaVersion.VERSION_1_8 targetCompatibility JavaVersion.VERSION_1_8 } defaultConfig { applicationId "com.firestoreofflineapp" minSdkVersion rootProject.ext.minSdkVersion targetSdkVersion rootProject.ext.targetSdkVersion versionCode 1 versionName "1.0" } splits { abi { reset() enable enableSeparateBuildPerCPUArchitecture universalApk false // If true, also generate a universal APK include "armeabi-v7a", "x86", "arm64-v8a", "x86_64" } } signingConfigs { debug { storeFile file('debug.keystore') storePassword 'android' keyAlias 'androiddebugkey' keyPassword 'android' } } buildTypes { debug { signingConfig signingConfigs.debug } release { // Caution! In production, you need to generate your own keystore file. // see https://reactnative.dev/docs/signed-apk-android. signingConfig signingConfigs.debug minifyEnabled enableProguardInReleaseBuilds proguardFiles getDefaultProguardFile("proguard-android.txt"), "proguard-rules.pro" } } // applicationVariants are e.g. debug, release applicationVariants.all { variant -> variant.outputs.each { output -> // For each separate APK per architecture, set a unique version code as described here: // https://developer.android.com/studio/build/configure-apk-splits.html // Example: versionCode 1 will generate 1001 for armeabi-v7a, 1002 for x86, etc. def versionCodes = ["armeabi-v7a": 1, "x86": 2, "arm64-v8a": 3, "x86_64": 4] def abi = output.getFilter(OutputFile.ABI) if (abi != null) { // null for the universal-debug, universal-release variants output.versionCodeOverride = defaultConfig.versionCode * 1000 + versionCodes.get(abi) } } } } dependencies { implementation fileTree(dir: "libs", include: ["*.jar"]) //noinspection GradleDynamicVersion implementation "com.facebook.react:react-native:+" // From node_modules implementation "androidx.swiperefreshlayout:swiperefreshlayout:1.0.0" debugImplementation("com.facebook.flipper:flipper:${FLIPPER_VERSION}") { exclude group:'com.facebook.fbjni' } debugImplementation("com.facebook.flipper:flipper-network-plugin:${FLIPPER_VERSION}") { exclude group:'com.facebook.flipper' exclude group:'com.squareup.okhttp3', module:'okhttp' } debugImplementation("com.facebook.flipper:flipper-fresco-plugin:${FLIPPER_VERSION}") { exclude group:'com.facebook.flipper' } implementation project(':@sentry_react-native') if (enableHermes) { def hermesPath = "../../node_modules/hermes-engine/android/"; debugImplementation files(hermesPath + "hermes-debug.aar") releaseImplementation files(hermesPath + "hermes-release.aar") } else { implementation jscFlavor } } // Run this once to be able to run the application with BUCK // puts all compile dependencies into folder libs for BUCK to use task copyDownloadableDepsToLibs(type: Copy) { from configurations.compile into 'libs' } apply from: file("../../node_modules/@react-native-community/cli-platform-android/native_modules.gradle"); applyNativeModulesAppBuildGradle(project) ``` #### `android/settings.gradle`: ```groovy rootProject.name = 'FirestoreOfflineApp' include ':@react-native-community_async-storage' project(':@react-native-community_async-storage').projectDir = new File(rootProject.projectDir, '../node_modules/@react-native-community/async-storage/android') apply from: file("../node_modules/@react-native-community/cli-platform-android/native_modules.gradle"); applyNativeModulesSettingsGradle(settings) include ':app' include ':@sentry_react-native' project(':@sentry_react-native').projectDir = new File(rootProject.projectDir, '../node_modules/@sentry/react-native/android') ``` #### `MainApplication.java`: ```java package com.firestoreofflineapp; import android.app.Application; import android.content.Context; import com.facebook.react.PackageList; import com.facebook.react.ReactApplication; import com.reactnativecommunity.asyncstorage.AsyncStoragePackage; import com.facebook.react.ReactInstanceManager; import com.facebook.react.ReactNativeHost; import com.facebook.react.ReactPackage; import com.facebook.soloader.SoLoader; import java.lang.reflect.InvocationTargetException; import java.util.List; public class MainApplication extends Application implements ReactApplication { private final ReactNativeHost mReactNativeHost = new ReactNativeHost(this) { @Override public boolean getUseDeveloperSupport() { return BuildConfig.DEBUG; } @Override protected List getPackages() { @SuppressWarnings("UnnecessaryLocalVariable") List packages = new PackageList(this).getPackages(); // Packages that cannot be autolinked yet can be added manually here, for example: // packages.add(new MyReactNativePackage()); return packages; } @Override protected String getJSMainModuleName() { return "index"; } }; @Override public ReactNativeHost getReactNativeHost() { return mReactNativeHost; } @Override public void onCreate() { super.onCreate(); SoLoader.init(this, /* native exopackage */ false); initializeFlipper(this, getReactNativeHost().getReactInstanceManager()); } /** * Loads Flipper in React Native templates. Call this in the onCreate method with something like * initializeFlipper(this, getReactNativeHost().getReactInstanceManager()); * * @param context * @param reactInstanceManager */ private static void initializeFlipper( Context context, ReactInstanceManager reactInstanceManager) { if (BuildConfig.DEBUG) { try { /* We use reflection here to pick up the class that initializes Flipper, since Flipper library is not available in release mode */ Class aClass = Class.forName("com.firestoreofflineapp.ReactNativeFlipper"); aClass .getMethod("initializeFlipper", Context.class, ReactInstanceManager.class) .invoke(null, context, reactInstanceManager); } catch (ClassNotFoundException e) { e.printStackTrace(); } catch (NoSuchMethodException e) { e.printStackTrace(); } catch (IllegalAccessException e) { e.printStackTrace(); } catch (InvocationTargetException e) { e.printStackTrace(); } } } } ``` #### `AndroidManifest.xml`: ```xml ```


Environment

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``` System: OS: Linux 5.4 Ubuntu 20.04.2 LTS (Focal Fossa) CPU: (6) x64 Intel(R) Core(TM) i5-9600K CPU @ 3.70GHz Memory: 1.10 GB / 15.56 GB Shell: 5.0.17 - /bin/bash Binaries: Node: 14.16.0 - ~/.nvm/versions/node/v14.16.0/bin/node Yarn: 1.22.10 - ~/.nvm/versions/node/v14.16.0/bin/yarn npm: 6.14.11 - ~/.nvm/versions/node/v14.16.0/bin/npm Watchman: 20210222.215625.0 - /usr/local/bin/watchman SDKs: Android SDK: API Levels: 28, 29, 30 Build Tools: 28.0.3, 29.0.2, 29.0.3, 30.0.3 System Images: android-29 | Intel x86 Atom, android-29 | Google Play Intel x86 Atom, android-30 | Google APIs Intel x86 Atom Android NDK: Not Found IDEs: Android Studio: Not Found Languages: Java: 14.0.2 - /usr/lib/jvm/java-14-openjdk-amd64/bin/javac npmPackages: @react-native-community/cli: Not Found react: 17.0.1 => 17.0.1 react-native: 0.64.1 => 0.64.1 npmGlobalPackages: *react-native*: Not Found ``` - **Platform that you're experiencing the issue on**: - [] iOS - [x] Android - [ ] **iOS** but have not tested behavior on Android - [x] **Android** but have not tested behavior on iOS - [ ] Both - **`react-native-firebase` version you're using that has this issue:** - `11.5.0` - **`Firebase` module(s) you're using that has the issue:** - `"@react-native-firebase/firestore": "^11.5.0"` - **Are you using `TypeScript`?** - `N`


Exception thrown

java.lang.OutOfMemoryError: Firestore (22.1.2) ran out of memory. Check your queries to make sure they are not loading an excessive amount of data.
    at com.google.firebase.firestore.util.AsyncQueue.lambda$panic$3(AsyncQueue.java:524)
    at com.google.firebase.firestore.util.AsyncQueue$$Lambda$3.run
    at android.os.Handler.handleCallback(Handler.java:789)
    at android.os.Handler.dispatchMessage(Handler.java:98)
    at android.os.Looper.loop(Looper.java:164)
    at android.app.ActivityThread.main(ActivityThread.java:6944)
    at java.lang.reflect.Method.invoke(Method.java)
    at com.android.internal.os.Zygote$MethodAndArgsCaller.run(Zygote.java:327)
    at com.android.internal.os.ZygoteInit.main(ZygoteInit.java:1374)

Device

Click to expand ``` Architectures | [arm64-v8a, armeabi-v7a, armeabi] Battery Level | 58.999996% Boot Time | 2021-05-11T21:33:33.946Z(5 days before this event) Brand | samsung Charging | True Family | SM-G930F Free Memory | 558.3 MiB Free Storage | 2.0 GiB Id | 387c0963724ce0ad Language | en_US Low Memory | False Manufacturer | samsung Memory Size | 3.5 GiB Model | SM-G930F (R16NW) Model Id | R16NW Online | False Orientation | portrait Screen Density | 3.5 Screen DPI | 560 Screen Height Pixels | 2560 Screen Width Pixels | 1440 Simulator | False Storage Size | 24.7 GiB Timezone | America/Sao_Paulo ```

Firestore service that update the records

Click to expand ```js import firestore from '@react-native-firebase/firestore'; class FirestoreService { #exampleCollection; constructor() { this.#exampleCollection = firestore().collection('ExampleData'); } save(data) { firestore() .collection('ExampleData') .doc(data._id) .set(data); } async get(id) { const reference = await this.#exampleCollection .doc(id) .get({source: 'cache'}); return reference.data() } update(data) { this.#exampleCollection .doc(data._id) .set(data); } } const Service = new FirestoreService(); export default Service; ```

Demo app (a sample to simulate app behavior)

Click to expand ```js import FirestoreService from "./FirestoreService"; import checklistTemplate from '../assets/payload.json'; import uuid from "uuid/v4" class TestRunner { #checklists = []; async run() { await Promise.all([ this.createChecklists() ]) const userAnsweringPromises = this.#checklists.map(async (id) => this.simulateUserAnswering(id)) await Promise.all(userAnsweringPromises) const findMissingAnswersPromises = this.#checklists.map(async (id) => this.findQuestionsWithNoAnswerInChecklist(id)) await Promise.all(findMissingAnswersPromises) } async createChecklists() { const id = uuid() console.log(`Creating checklist ${id}`) try { FirestoreService.save({ ...checklistTemplate, _id: id }) this.#checklists.push(id) } catch (error) { console.error(`Error at storing checklist. ${error.message}`) } return new Promise((resolve) => { setTimeout(() => resolve(), 1000) }) } async simulateUserAnswering(id) { const template = await FirestoreService.get(id) for (const section of template.sections) { console.log(`Section: ${section.name}`) for (const question of section.questions) { console.log(`Question: ${question.statement}`) const answers = this.makeAnswerToEachAlternative(question.alternatives) for await (const answer of answers) { this.addAnswerToQuestion(question, answer) FirestoreService.update(template) await new Promise((resolve) => { setTimeout(() => resolve(), 1000) }) } } } } async findQuestionsWithNoAnswerInChecklist(id) { const hasNoAnswer = (question) => { const hasInteractionsProperty = question.hasOwnProperty('interactions') if (!hasInteractionsProperty) { return true } const emptyAlternatives = question .interactions[0] .alternatives .filter(item => !item.length) return emptyAlternatives.length === 0 } const unansweredQuestionsInSection = (current, section) => { const questionWithNoAnswer = section.questions.filter(hasNoAnswer) return current + questionWithNoAnswer.length } const checklistFromFirestore = await FirestoreService.get(id) const unansweredQuestionCount = checklistFromFirestore .sections .reduce(unansweredQuestionsInSection, 0) console.info(`Questions with no answer in checklist ${id}: ${unansweredQuestionCount}`) } makeAnswerToEachAlternative(alternatives) { return alternatives.map((alternative) => { if (['single_option', 'multiple_options'].includes(alternative.type)) { return { label: alternative.label, answer: alternative.options[0], identifier: alternative.identifier } } if (alternative.type === 'number') { return { label: alternative.label, answer: 456, identifier: alternative.identifier } } if (alternative.type === 'bool') { return { label: alternative.label, answer: true, identifier: alternative.identifier } } if (alternative.type === 'file') { return { label: alternative.label, answer: [ { "blob": 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} ], identifier: alternative.identifier } } return { label: alternative.label, answer: 'Some sentence that user may have inputted', identifier: alternative.identifier } }) } ensureQuestionHasInteractionsProperty(question) { const hasInteractionsProperty = question.hasOwnProperty('interactions') if (!hasInteractionsProperty) { question.interactions = [ { created_at: new Date().toISOString(), created_by: 'some_user_name', alternatives: [] } ] } } addAnswerToQuestion(question, answer) { this.ensureQuestionHasInteractionsProperty(question) question .interactions[0] .alternatives .push(answer) } } export default new TestRunner ```

Payload

Click to expand Payload
mikehardy commented 3 years ago

Fascinating - I hadn't considered such a mutation heavy offline use of firestore. Here's a stackoverflow from a Firebase employee https://stackoverflow.com/a/48871973/9910298

Here's where your offline writes are executing inside the AsyncQueue runner that logs the OOM

https://github.com/firebase/firebase-android-sdk/blob/4bc47dfed12be4d1a60ef6b83b1ea9e2341a6439/firebase-firestore/src/main/java/com/google/firebase/firestore/local/LocalStore.java#L204

You can see what Frank was talking about - it's keeping a local changelist of this massive document over time, and it will only grow until sync happens with the cloud. Every new mutation causes that changelist to be read into memory and processed.

You could argue this could be more memory efficient, but that's not for me to decide.

For your app I see you already have AsyncStorage in use. It seems like you might be able to partition your problem into "offline mode" and "online mode", where you store into AsyncStorage while offline, and either automatically detect when you are back online and copy it to firestore or have some explicit UI elements that allow users to toggle offline (AsyncStorage-backed) / online (copy from AsyncStorage, set document into Firestore) style modes.

Given what I see in the code - a solution along these lines where you do not set a big document with many changes into Firestore while offline is all I can think of

mikehardy commented 3 years ago

The netinfo package has hooks for network status changes, if you wanted to try automatically detecting online/offline status and either handling firestore online/offline status in app or prompting the user if you want to give them control on the online/offline + AsyncStorage/firestore setting

lc-brito commented 3 years ago

Thanks for your prompt reply.

After some time "googling" I could find how offline storage works and could understand how it affects under a massive mutation.

One alternative solution was to use subcollections, each section of the checklist was stored into a subcollection, which gave some improvements, but in the end, same results, app crash and close caused by out of memory.

The approach using AsyncStorage sounds good, but currently I'm moving to another solution using local database, which can perform better, and after all, Firestore is not designed to be used in this way (only now I know this).

mikehardy commented 3 years ago

Yeah I thought maybe splitting it out would help but also thought if you were offline-first as a use case it would hit the same case. I think using an offline-first database is probably best as well firestore could still be used for syncing / backup or similar but then you wouldn't have problems with a potentially unbounded set of mutations growing locally and eventually crashing

I don't believe we have an action here but good luck with the project!