背景
在Android应用中,一个好的产品,除了功能强大,好的性能也是必不可少的。有调查显示,近90%的受访者会因为App卡顿,内存大等问题而卸载该应用,因此手机的性能问题会影响用户的体验,如果用户觉得该应用的体验度不好,会直接卸载或切换其他平台。
对于性能优化,很多大公司会专门招聘性能优化的人员。也有些初级工程师会接触到这部分的工作,但是无从下手,对专业工具和专业代码使用以及分析比较吃力,排查起来也比较费劲。如果有专业的工具能够只管的把这些记录并标记好。这样初级工程师也可以通过详情的问题去排查,那么LeaksCanary就是这款工具了。
LeaksCanary 介绍
LeakCanary是Square公司为Android开发者提供的一个自动检测内存泄漏的工具。
LeakCanary本质上是一个基于MAT进行Android应用程序内存泄漏自动化检测的的开源工具,我们可以通过集成LeakCanary提供的jar包到自己的工程中,一旦检测到内存泄漏,LeakCanary就会dump Memory信息,并通过另一个进程分析内存泄漏的信息并展示出来,随时发现和定位内存泄漏问题,而不用每次在开发流程中都抽出专人来进行内存泄漏问题检测,极大地方便了Android应用程序的开发。
使用方法
1.LeakCanary 如何自动初始化
LeakCanary只需添加依赖就可以实现自动初始化。LeakCanary是通过ContentProvider实现初始化的,在ContentProvider 的 onCreate方法中初始化LeakCanary。并且MainProcessAppWatcherInstaller是在主线程中初始化的。注意:ContentProvider的初始化是在Application的onCreate之前完成的,所以LeakCanary的初始化方法AppWatcher.manualInstall(application)也是在Application的onCreate之前完成的。
internal class MainProcessAppWatcherInstaller : ContentProvider() { override fun onCreate(): Boolean { val application = context!!.applicationContext as Application AppWatcher.manualInstall(application) return true } ... ... }
2.LeakCanary如何检测内存泄漏
2.1LeakCanary初始化时做了什么
AppWatcher.kt
@JvmOverloads fun manualInstall( application: Application, retainedDelayMillis: Long = TimeUnit.SECONDS.toMillis(5), watchersToInstall: List= appDefaultWatchers(application) ) { checkMainThread() if (isInstalled) { throw IllegalStateException( "AppWatcher already installed, see exception cause for prior install call", installCause ) } check(retainedDelayMillis >= 0) { "retainedDelayMillis $retainedDelayMillis must be at least 0 ms" } installCause = RuntimeException("manualInstall() first called here") this.retainedDelayMillis = retainedDelayMillis if (application.isDebuggableBuild) { LogcatSharkLog.install() } // Requires AppWatcher.objectWatcher to be set LeakCanaryDelegate.loadLeakCanary(application) watchersToInstall.forEach { it.install() } }
fun appDefaultWatchers( application: Application, reachabilityWatcher: ReachabilityWatcher = objectWatcher ): List{ return listOf( ActivityWatcher(application, reachabilityWatcher), FragmentAndViewModelWatcher(application, reachabilityWatcher), RootViewWatcher(reachabilityWatcher), ServiceWatcher(reachabilityWatcher) ) }
在appDefaultWatchers方法中,会默认初始化一些Watcher,在默认情况下,我们只会监控Activity,Fragment,RootView,Service这些对象是否泄漏。
2.2LeakCanary如何触发检测
以ActivityWatcher为例:
/** * Expects activities to become weakly reachable soon after they receive the [Activity.onDestroy] * callback. */ class ActivityWatcher( private val application: Application, private val reachabilityWatcher: ReachabilityWatcher ) : InstallableWatcher { private val lifecycleCallbacks = object : Application.ActivityLifecycleCallbacks by noOpDelegate() { override fun onActivityDestroyed(activity: Activity) { reachabilityWatcher.expectWeaklyReachable( activity, "${activity::class.java.name} received Activity#onDestroy() callback" ) } } override fun install() { application.registerActivityLifecycleCallbacks(lifecycleCallbacks) } override fun uninstall() { application.unregisterActivityLifecycleCallbacks(lifecycleCallbacks) } }
在Activity.onDestory时,就会触发检测内存泄漏。通过ActivityLifecycleCallbacks监听生命周期变化,在onActivityDestroyed方法中调用ReachabilityWatcher的expectWeaklyReachable方法。
2.3LeakCanary如何检测泄漏的对象
以Activity为例,通过ReachabilityWatcher的expectWeaklyReachable方法检测。
fun interface ReachabilityWatcher { /** * Expects the provided [watchedObject] to become weakly reachable soon. If not, * [watchedObject] will be considered retained. */ fun expectWeaklyReachable( watchedObject: Any, description: String ) } ObjectWatcher.kt ObjectWatcher实现ReachabilityWatcher接口。 private val watchedObjects = mutableMapOf() private val queue = ReferenceQueue() @Synchronized override fun expectWeaklyReachable( watchedObject: Any, description: String ) { if (!isEnabled()) { return } removeWeaklyReachableObjects() val key = UUID.randomUUID() .toString() val watchUptimeMillis = clock.uptimeMillis() val reference = KeyedWeakReference(watchedObject, key, description, watchUptimeMillis, queue) SharkLog.d { "Watching " + (if (watchedObject is Class<*>) watchedObject.toString() else "instance of ${watchedObject.javaClass.name}") + (if (description.isNotEmpty()) " ($description)" else "") + " with key $key" } watchedObjects[key] = reference checkRetainedExecutor.execute { moveToRetained(key) } }
1.通过观察的实例watchedObject构建弱引用KeyedWeakReference实例,watchedObject与ReferenceQueue关联,当对象被回收时,该弱引用对象将被存入ReferenceQueue当中。
2.弱引用KeyedWeakReference实例会被被存储在watchedObjects中(Map)。
3.检测过程中,会调用removeWeaklyReachableObjects,将已回收对象从watchedObjects中移除。
4.如果watchedObjects中没有移除对象,证明它没有被回收,那么就会调用moveToRetained。
private fun removeWeaklyReachableObjects() { // WeakReferences are enqueued as soon as the object to which they point to becomes weakly // reachable. This is before finalization or garbage collection has actually happened. var ref: KeyedWeakReference? do { ref = queue.poll() as KeyedWeakReference? if (ref != null) { watchedObjects.remove(ref.key) } } while (ref != null) }
@Synchronized private fun moveToRetained(key: String) { removeWeaklyReachableObjects() val retainedRef = watchedObjects[key] if (retainedRef != null) { retainedRef.retainedUptimeMillis = clock.uptimeMillis() onObjectRetainedListeners.forEach { it.onObjectRetained() } } }
2.4弱引用 WeakReference
只要 GC 发现一个对象只有弱引用,则就会回收此弱引用对象。
public class WeakReferenceextends Reference { public WeakReference(T referent) { super(referent); } public WeakReference(T referent, ReferenceQueue super T> q) { super(referent, q); } }
var str: Any? = Any() val quque = ReferenceQueue() val weakReference = WeakReference (str, quque) val weakReference_before_gc = weakReference.get() Log.v("reference_tag", weakReference_before_gc.toString()) str = null System.gc() Handler().postDelayed( { val weakReference_after_gc = weakReference.get() Log.v("reference_tag", weakReference_after_gc.toString()) }, 2000)
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