从framework角度看app保活问题

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问题背景

最近在群里看到群友在讨论app保活的问题,回想之前做应用(运动类)开发时也遇到过类似的需求,于是便又来了兴趣,果断加入其中,和群友展开了激烈的讨论

保活

不少群友的想法和我当初的想法一样,这特么保活不是看系统的心情么,系统想让谁活谁才能活,作为app开发者,根本无能为力,可真的是这样的吗?

保活方案

首先,我整理了从古到今,app开发者所使用过的以及当前还在使用的保活方式,主要思路有两个:保活和复活

保活的方案有:
  • 1像素惨案

  • 后台无声音乐

  • 前台service

  • 心跳机制

  • socket长连接

  • 无障碍服务

  • ......

复活的方案有:
  • 双进程守护(java层和native层)
  • JobScheduler定时任务
  • 推送/相互唤醒
  • ......

不难看出,app开发者为了能让自己的应用多存活一会儿,可谓是绞尽脑汁,但即使这样,随着Android系统升级,尤其是进入8.0之后,系统对应用的限制越来越高,传统的保活方式已经不生效,这让Android开发者手足无措,于是乎,出现了一种比较和谐的保活方式:

  • 引导用户开启手机白名单

这也是目前绝大多数应用所采用的的方式,相对于传统黑科技而言,此方式显得不那么流氓,比较容易被用户所接受。

但跟微信这样的国民级应用比起来,保活效果还是差了一大截,那么微信是怎么实现保活的呢?或者回到我们开头的问题,应用的生死真的只能靠系统调度吗?开发者能否干预控制呢?

进程调度原则

解开这个疑问之前,我们需要了解一下Android系统进程调度原则,主要介绍framework中承载四大组件的进程是如何根据组件状态而动态调节自身状态的。进程有两个比较重要的状态值:

  • oom_adj,定义在frameworks/base/services/core/java/com/android/server/am/ProcessList.java当中

  • procState,定义在frameworks/base/core/java/android/app/ActivityManager.java当中

OOM_ADJ

以Android10的源码为例,oom_adj划分为20级,取值范围[-10000,1001],Android6.0以前的取值范围是[-17,16]

  • oom_adj值越大,优先级越低

  • oom_adj<0的进程都是系统进程。

public final class ProcessList {
    static final String TAG = TAG_WITH_CLASS_NAME ? "ProcessList" : TAG_AM;

    // The minimum time we allow between crashes, for us to consider this
    // application to be bad and stop and its services and reject broadcasts.
    static final int MIN_CRASH_INTERVAL = 60 * 1000;

    // OOM adjustments for processes in various states:

    // Uninitialized value for any major or minor adj fields
    static final int INVALID_ADJ = -10000;

    // Adjustment used in certain places where we don't know it yet.
    // (Generally this is something that is going to be cached, but we
    // don't know the exact value in the cached range to assign yet.)
    static final int UNKNOWN_ADJ = 1001;

    // This is a process only hosting activities that are not visible,
    // so it can be killed without any disruption.
    static final int CACHED_APP_MAX_ADJ = 999;
    static final int CACHED_APP_MIN_ADJ = 900;

    // This is the oom_adj level that we allow to die first. This cannot be equal to
    // CACHED_APP_MAX_ADJ unless processes are actively being assigned an oom_score_adj of
    // CACHED_APP_MAX_ADJ.
    static final int CACHED_APP_LMK_FIRST_ADJ = 950;

    // Number of levels we have available for different service connection group importance
    // levels.
    static final int CACHED_APP_IMPORTANCE_LEVELS = 5;

    // The B list of SERVICE_ADJ -- these are the old and decrepit
    // services that aren't as shiny and interesting as the ones in the A list.
    static final int SERVICE_B_ADJ = 800;

    // This is the process of the previous application that the user was in.
    // This process is kept above other things, because it is very common to
    // switch back to the previous app.  This is important both for recent
    // task switch (toggling between the two top recent apps) as well as normal
    // UI flow such as clicking on a URI in the e-mail app to view in the browser,
    // and then pressing back to return to e-mail.
    static final int PREVIOUS_APP_ADJ = 700;

    // This is a process holding the home application -- we want to try
    // avoiding killing it, even if it would normally be in the background,
    // because the user interacts with it so much.
    static final int HOME_APP_ADJ = 600;

    // This is a process holding an application service -- killing it will not
    // have much of an impact as far as the user is concerned.
    static final int SERVICE_ADJ = 500;

    // This is a process with a heavy-weight application.  It is in the
    // background, but we want to try to avoid killing it.  Value set in
    // system/rootdir/init.rc on startup.
    static final int HEAVY_WEIGHT_APP_ADJ = 400;

    // This is a process currently hosting a backup operation.  Killing it
    // is not entirely fatal but is generally a bad idea.
    static final int BACKUP_APP_ADJ = 300;

    // This is a process bound by the system (or other app) that's more important than services but
    // not so perceptible that it affects the user immediately if killed.
    static final int PERCEPTIBLE_LOW_APP_ADJ = 250;

    // This is a process only hosting components that are perceptible to the
    // user, and we really want to avoid killing them, but they are not
    // immediately visible. An example is background music playback.
    static final int PERCEPTIBLE_APP_ADJ = 200;

    // This is a process only hosting activities that are visible to the
    // user, so we'd prefer they don't disappear.
    static final int VISIBLE_APP_ADJ = 100;
    static final int VISIBLE_APP_LAYER_MAX = PERCEPTIBLE_APP_ADJ - VISIBLE_APP_ADJ - 1;

    // This is a process that was recently TOP and moved to FGS. Continue to treat it almost
    // like a foreground app for a while.
    // @see TOP_TO_FGS_GRACE_PERIOD
    static final int PERCEPTIBLE_RECENT_FOREGROUND_APP_ADJ = 50;

    // This is the process running the current foreground app.  We'd really
    // rather not kill it!
    static final int FOREGROUND_APP_ADJ = 0;

    // This is a process that the system or a persistent process has bound to,
    // and indicated it is important.
    static final int PERSISTENT_SERVICE_ADJ = -700;

    // This is a system persistent process, such as telephony.  Definitely
    // don't want to kill it, but doing so is not completely fatal.
    static final int PERSISTENT_PROC_ADJ = -800;

    // The system process runs at the default adjustment.
    static final int SYSTEM_ADJ = -900;

    // Special code for native processes that are not being managed by the system (so
    // don't have an oom adj assigned by the system).
    static final int NATIVE_ADJ = -1000;

    // Memory pages are 4K.
    static final int PAGE_SIZE = 4 * 1024;
    
    //省略部分代码
}
ADJ级别取值说明(可参考源码注释)
INVALID_ADJ-10000未初始化adj字段时的默认值
UNKNOWN_ADJ1001缓存进程,无法获取具体值
CACHED_APP_MAX_ADJ999不可见activity进程的最大值
CACHED_APP_MIN_ADJ900不可见activity进程的最小值
CACHED_APP_LMK_FIRST_ADJ950lowmemorykiller优先杀死的级别值
SERVICE_B_ADJ800旧的service的
PREVIOUS_APP_ADJ700上一个应用,常见于应用切换场景
HOME_APP_ADJ600home进程
SERVICE_ADJ500创建了service的进程
HEAVY_WEIGHT_APP_ADJ400后台的重量级进程,system/rootdir/init.rc文件中设置
BACKUP_APP_ADJ300备份进程
PERCEPTIBLE_LOW_APP_ADJ250受其他进程约束的进程
PERCEPTIBLE_APP_ADJ200可感知组件的进程,比如背景音乐播放
VISIBLE_APP_ADJ100可见进程
PERCEPTIBLE_RECENT_FOREGROUND_APP_ADJ50最近运行的后台进程
FOREGROUND_APP_ADJ0前台进程,正在与用户交互
PERSISTENT_SERVICE_ADJ-700系统持久化进程已绑定的进程
PERSISTENT_PROC_ADJ-800系统持久化进程,比如telephony
SYSTEM_ADJ-900系统进程
NATIVE_ADJ-1000native进程,不受系统管理

可以通过cat /proc/进程id/oom_score_adj查看目标进程的oom_adj值,例如我们查看电话的adj

dialer_oom_adj

值为935,处于不可见进程的范围内,当我启动电话app,再次查看

dialer_oom_adj_open

此时adj值为0,也就是正在与用户交互的进程

ProcessState

process_state划分为23类,取值范围为[-1,21]

@SystemService(Context.ACTIVITY_SERVICE)
public class ActivityManager {
    //省略部分代码
    /** @hide Not a real process state. */
    public static final int PROCESS_STATE_UNKNOWN = -1;

    /** @hide Process is a persistent system process. */
    public static final int PROCESS_STATE_PERSISTENT = 0;

    /** @hide Process is a persistent system process and is doing UI. */
    public static final int PROCESS_STATE_PERSISTENT_UI = 1;

    /** @hide Process is hosting the current top activities.  Note that this covers
     * all activities that are visible to the user. */
    @UnsupportedAppUsage
    public static final int PROCESS_STATE_TOP = 2;

    /** @hide Process is hosting a foreground service with location type. */
    public static final int PROCESS_STATE_FOREGROUND_SERVICE_LOCATION = 3;

    /** @hide Process is bound to a TOP app. This is ranked below SERVICE_LOCATION so that
     * it doesn't get the capability of location access while-in-use. */
    public static final int PROCESS_STATE_BOUND_TOP = 4;

    /** @hide Process is hosting a foreground service. */
    @UnsupportedAppUsage
    public static final int PROCESS_STATE_FOREGROUND_SERVICE = 5;

    /** @hide Process is hosting a foreground service due to a system binding. */
    @UnsupportedAppUsage
    public static final int PROCESS_STATE_BOUND_FOREGROUND_SERVICE = 6;

    /** @hide Process is important to the user, and something they are aware of. */
    public static final int PROCESS_STATE_IMPORTANT_FOREGROUND = 7;

    /** @hide Process is important to the user, but not something they are aware of. */
    @UnsupportedAppUsage
    public static final int PROCESS_STATE_IMPORTANT_BACKGROUND = 8;

    /** @hide Process is in the background transient so we will try to keep running. */
    public static final int PROCESS_STATE_TRANSIENT_BACKGROUND = 9;

    /** @hide Process is in the background running a backup/restore operation. */
    public static final int PROCESS_STATE_BACKUP = 10;

    /** @hide Process is in the background running a service.  Unlike oom_adj, this level
     * is used for both the normal running in background state and the executing
     * operations state. */
    @UnsupportedAppUsage
    public static final int PROCESS_STATE_SERVICE = 11;

    /** @hide Process is in the background running a receiver.   Note that from the
     * perspective of oom_adj, receivers run at a higher foreground level, but for our
     * prioritization here that is not necessary and putting them below services means
     * many fewer changes in some process states as they receive broadcasts. */
    @UnsupportedAppUsage
    public static final int PROCESS_STATE_RECEIVER = 12;

    /** @hide Same as {@link #PROCESS_STATE_TOP} but while device is sleeping. */
    public static final int PROCESS_STATE_TOP_SLEEPING = 13;

    /** @hide Process is in the background, but it can't restore its state so we want
     * to try to avoid killing it. */
    public static final int PROCESS_STATE_HEAVY_WEIGHT = 14;

    /** @hide Process is in the background but hosts the home activity. */
    @UnsupportedAppUsage
    public static final int PROCESS_STATE_HOME = 15;

    /** @hide Process is in the background but hosts the last shown activity. */
    public static final int PROCESS_STATE_LAST_ACTIVITY = 16;

    /** @hide Process is being cached for later use and contains activities. */
    @UnsupportedAppUsage
    public static final int PROCESS_STATE_CACHED_ACTIVITY = 17;

    /** @hide Process is being cached for later use and is a client of another cached
     * process that contains activities. */
    public static final int PROCESS_STATE_CACHED_ACTIVITY_CLIENT = 18;

    /** @hide Process is being cached for later use and has an activity that corresponds
     * to an existing recent task. */
    public static final int PROCESS_STATE_CACHED_RECENT = 19;

    /** @hide Process is being cached for later use and is empty. */
    public static final int PROCESS_STATE_CACHED_EMPTY = 20;

    /** @hide Process does not exist. */
    public static final int PROCESS_STATE_NONEXISTENT = 21;
    //省略部分代码
}
state级别取值说明(可参考源码注释)
PROCESS_STATE_UNKNOWN-1不是真正的进程状态
PROCESS_STATE_PERSISTENT0持久化的系统进程
PROCESS_STATE_PERSISTENT_UI1持久化的系统进程,并且正在操作UI
PROCESS_STATE_TOP2处于栈顶Activity的进程
PROCESS_STATE_FOREGROUND_SERVICE_LOCATION3运行前台位置服务的进程
PROCESS_STATE_BOUND_TOP4绑定到top应用的进程
PROCESS_STATE_FOREGROUND_SERVICE5运行前台服务的进程
PROCESS_STATE_BOUND_FOREGROUND_SERVICE6绑定前台服务的进程
PROCESS_STATE_IMPORTANT_FOREGROUND7对用户很重要的前台进程
PROCESS_STATE_IMPORTANT_BACKGROUND8对用户很重要的后台进程
PROCESS_STATE_TRANSIENT_BACKGROUND9临时处于后台运行的进程
PROCESS_STATE_BACKUP10备份进程
PROCESS_STATE_SERVICE11运行后台服务的进程
PROCESS_STATE_RECEIVER12运动广播的后台进程
PROCESS_STATE_TOP_SLEEPING13处于休眠状态的进程
PROCESS_STATE_HEAVY_WEIGHT14后台进程,但不能恢复自身状态
PROCESS_STATE_HOME15后台进程,在运行home activity
PROCESS_STATE_LAST_ACTIVITY16后台进程,在运行最后一次显示的activity
PROCESS_STATE_CACHED_ACTIVITY17缓存进程,包含activity
PROCESS_STATE_CACHED_ACTIVITY_CLIENT18缓存进程,且该进程是另一个包含activity进程的客户端
PROCESS_STATE_CACHED_RECENT19缓存进程,且有一个activity是最近任务里的activity
PROCESS_STATE_CACHED_EMPTY20空的缓存进程,备用
PROCESS_STATE_NONEXISTENT21不存在的进程
进程调度算法

frameworks/base/services/core/java/com/android/server/am/OomAdjuster.java中,有三个核心方法用于计算和更新进程的oom_adj值

  • updateOomAdjLocked():更新adj,当目标进程为空,或者被杀则返回false,否则返回true。
  • computeOomAdjLocked():计算adj,计算成功返回true,否则返回false。
  • applyOomAdjLocked():应用adj,当需要杀掉目标进程则返回false,否则返回true。
adj更新时机

也就是updateOomAdjLocked()被调用的时机。通俗的说,只要四大组件被创建或者状态发生变化,或者当前进程绑定了其他进程,都会触发adj更新,具体可在源码中查看此方法被调用的地方,比较多,这里就不列举了

adj的计算过程

computeOomAdjLocked()计算过程相当复杂,将近1000行代码,这里就不贴了,有兴趣可自行查看,总体思路就是根据当前进程的状态,设置对应的adj值,因为状态值很多,所以会有很多个if来判断每个状态是否符合,最终计算出当前进程属于哪种状态。

adj的应用

计算得出的adj值将发送给lowmemorykiller(简称lmk),由lmk来决定进程的生死,不同的厂商,lmk的算法略有不同,下面是源码中对lmk的介绍

/* drivers/misc/lowmemorykiller.c
 *
 * The lowmemorykiller driver lets user-space specify a set of memory thresholds
 * where processes with a range of oom_score_adj values will get killed. Specify
 * the minimum oom_score_adj values in
 * /sys/module/lowmemorykiller/parameters/adj and the number of free pages in
 * /sys/module/lowmemorykiller/parameters/minfree. Both files take a comma
 * separated list of numbers in ascending order.
 *
 * For example, write "0,8" to /sys/module/lowmemorykiller/parameters/adj and
 * "1024,4096" to /sys/module/lowmemorykiller/parameters/minfree to kill
 * processes with a oom_score_adj value of 8 or higher when the free memory
 * drops below 4096 pages and kill processes with a oom_score_adj value of 0 or
 * higher when the free memory drops below 1024 pages.
 *
 * The driver considers memory used for caches to be free, but if a large
 * percentage of the cached memory is locked this can be very inaccurate
 * and processes may not get killed until the normal oom killer is triggered.
 *
 * Copyright (C) 2007-2008 Google, Inc.
 *
 * This software is licensed under the terms of the GNU General Public
 * License version 2, as published by the Free Software Foundation, and
 * may be copied, distributed, and modified under those terms.
 *
 * This program is distributed in the hope that it will be useful,
 * but WITHOUT ANY WARRANTY; without even the implied warranty of
 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 * GNU General Public License for more details.
 *
 */

保活核心思路

根据上面的Android进程调度原则得知,我们需要尽可能降低app进程的adj值,从而减少被lmk杀掉的可能性,而我们传统的保活方式最终目的也是降低adj值。而根据adj等级分类可以看出,通过应用层的方式最多能将adj降到100~200之间,我分别测试了微信、支付宝、酷狗音乐,启动后返回桌面并息屏,测试结果如下

微信测试结果:

weixin_oom_adj

微信创建了两个进程,查看这两个进程的adj值均为100,对应为adj等级表中的VISIBLE_APP_ADJ,此结果为测试机上微信未登录状态测试结果,当换成我的小米8测试后发现,登录状态下的微信有三个进程在运行

weixin_login_oom_adj

后查阅资料得知,进程名为com.tencent.soter.soterserver的进程是微信指纹支付,此进程的adj值居然为-800,上面我们说过,adj小于0的进程为系统进程,那么微信是如何做到创建一个系统进程的,我和我的小伙伴都惊呆了o.o,为此,我对比了一下支付宝的测试结果

支付宝测试结果:

alipay_oom_adj

支付宝创建了六个进程,查看这六个进程的adj值,除了一个为915,其余均为0,怎么肥事,0就意味着正在与用户交互的前台进程啊,我的世界要崩塌了,只有一种可能,支付宝通过未知的黑科技降低了adj值。

酷狗测试结果:

kugou_oom_adj.png

酷狗创建了两个进程,查看这两个进程的adj值分别为700、200,对应为adj等级表中的PREVIOUS_APP_ADJPERCEPTIBLE_APP_ADJ,还好,这个在意料之中。

测试思考

通过上面三个app的测试结果可以看出,微信和支付宝一定是使用了某种保活手段,让自身的adj降到最低,尤其是微信,居然可以创建系统进程,简直太逆天了,这是应用层绝对做不到的,一定是在native层完成的,但具体什么黑科技就不得而知了,毕竟反编译技术不是我的强项。

正当我郁郁寡欢之时,我想起了前两天看过的一篇文章《当 App 有了系统权限,真的可以为所欲为?》,文章讲述了第三方App如何利用CVE漏洞获取到系统权限,然后神不知鬼不觉的干一些匪夷所思的事儿,这让我茅塞顿开,或许这些大厂的app就是利用了系统漏洞来保活的,不然真的就说不通了,既然都能获取到系统权限了,那创建个系统进程不是分分钟的事儿吗,还需要啥厂商白名单。

总结

进程保活是一把双刃剑,增加app存活时间的同时牺牲的是用户手机的电量,内存,cpu等资源,甚至还有用户的忍耐度,作为开发者一定要合理取舍,不要为了保活而保活,即使需要保活,也尽量采用白色保活手段,别让用户手机变板砖,然后再来哭爹骂娘。

参考资料:

探讨Android6.0及以上系统APP常驻内存(保活)实现-争宠篇

探讨Android6.0及以上系统APP常驻内存(保活)实现-复活篇

探讨一种新型的双进程守护应用保活

史上最强Android保活思路:深入剖析腾讯TIM的进程永生技术

当 App 有了系统权限,真的可以为所欲为?

「 深蓝洞察 」2022 年度最“不可赦”漏洞