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Android之lmkd数据来源AMS所承载的内存控制业务

Android之lmkd数据来源AMS所承载的内存控制业务

作者: 锄禾豆 | 来源:发表于2022-01-18 12:58 被阅读0次

简介

lmkd处理的是内存达到阀门的业务。如果后台运行了100个进程,但是内存仍然没有达到阀门,便无法触发其业务。
这里为了更好的控制内存,AMS从进程数量上也进行了控制,控制的方式有两种:
一种,达到进程上限直接kill;一种,直接通知应用清理内存

实现原理分析
注:Android 7.1

ActivityManagerService.updateOomAdjLocked
这个方法将近500行,需要慢慢品,大概思路如下:
第一部分 初始化参数
第二部分 更新各进程的oom_adj值。同时,对cachedProcess和emptyProcess值超过规定的上限,则进行kill
第三部分 根据cachedPrcess和emptyProcess的数量判断内存紧张情况,并通知app回收内存
第四部分 更新uid状态并保保存进程内存使用情况的数据

这里我们重点讲解AMS控制内存的思路

第一部分

//emptyProcessLimit 空进程的上限   由ProcessList.MAX_CACHED_APPS=32决定
//cachedProcessLimit 缓存进程的上限

注:
什么是emptyProcess?什么是cachedProcess? 这些由computeOomAdjLocked决定
简单的说,cachedProcess是带activity的、在后台运行的进程集合。
          //adb shell dumpsys activity o 关注adjtype="cch-act"
          emptyProcess是不带activity在后台运行的、无广播等等在运行的进程集合。
          //adb shell dumpsys activity o 关注adjtype="cch-empty"
        
        int emptyProcessLimit;
        int cachedProcessLimit;
        if (mProcessLimit <= 0) {
            emptyProcessLimit = cachedProcessLimit = 0;
        } else if (mProcessLimit == 1) {
            emptyProcessLimit = 1;
            cachedProcessLimit = 0;
        } else {
            emptyProcessLimit = ProcessList.computeEmptyProcessLimit(mProcessLimit);
            cachedProcessLimit = mProcessLimit - emptyProcessLimit;
        }
        if(("true".equals(SystemProperties.get("ro.config.low_ram", "false")))
                && (!"true".equals(SystemProperties.get("cts_gts.status", "false")))){
            emptyProcessLimit = cachedProcessLimit = 0;
        }else if(("true".equals(SystemProperties.get("ro.mem_optimise.enable", "false")))
                &&(!"true".equals(SystemProperties.get("cts_gts.status", "false")))){
            emptyProcessLimit = cachedProcessLimit = 3;
        }

第二部分

for (int i=N-1; i>=0; i--) {
            ProcessRecord app = mLruProcesses.get(i);
            if (app == null) {
                continue;
            }
            if (!app.killedByAm && app.thread != null) {
                app.procStateChanged = false;
                computeOomAdjLocked(app, ProcessList.UNKNOWN_ADJ, TOP_APP, true, now);//更新adj_oom
                ···
                applyOomAdjLocked(app, true, now, nowElapsed);

                // Count the number of process types.
                switch (app.curProcState) {
                    case ActivityManager.PROCESS_STATE_CACHED_ACTIVITY:
                    case ActivityManager.PROCESS_STATE_CACHED_ACTIVITY_CLIENT:
                        mNumCachedHiddenProcs++;
                        numCached++;
                        if (numCached > cachedProcessLimit) {//超过cachedProcessLimit数量,则kill
                            app.kill("cached #" + numCached, true);
                        }
                        break;
                    case ActivityManager.PROCESS_STATE_CACHED_EMPTY:
                        if (numEmpty > ProcessList.TRIM_EMPTY_APPS
                                && app.lastActivityTime < oldTime) {
                            app.kill("empty for "
                                    + ((oldTime + ProcessList.MAX_EMPTY_TIME - app.lastActivityTime)
                                    / 1000) + "s", true);
                        } else {
                            numEmpty++;
                            if (numEmpty > emptyProcessLimit) {//超过emptyProcessLimit,则kill
                                app.kill("empty #" + numEmpty, true);
                            }
                        }
                        break;
                    default:
                        mNumNonCachedProcs++;
                        break;
                }

                if (app.isolated && app.services.size() <= 0) {//无关联的进程,则kill
                    // If this is an isolated process, and there are no
                    // services running in it, then the process is no longer
                    // needed.  We agressively kill these because we can by
                    // definition not re-use the same process again, and it is
                    // good to avoid having whatever code was running in them
                    // left sitting around after no longer needed.
                    app.kill("isolated not needed", true);
                } else {
                    // Keeping this process, update its uid.
                    final UidRecord uidRec = app.uidRecord;
                    if (uidRec != null && uidRec.curProcState > app.curProcState) {
                        uidRec.curProcState = app.curProcState;
                    }
                }
            }
        }

第三部分

        //根据缓存进程和空进程数量确定menFactory的情况
        final int numCachedAndEmpty = numCached + numEmpty;
        int memFactor;
        if (numCached <= ProcessList.TRIM_CACHED_APPS
                && numEmpty <= ProcessList.TRIM_EMPTY_APPS) {
            if (numCachedAndEmpty <= ProcessList.TRIM_CRITICAL_THRESHOLD) {
                memFactor = ProcessStats.ADJ_MEM_FACTOR_CRITICAL;
            } else if (numCachedAndEmpty <= ProcessList.TRIM_LOW_THRESHOLD) {
                memFactor = ProcessStats.ADJ_MEM_FACTOR_LOW;
            } else {
                memFactor = ProcessStats.ADJ_MEM_FACTOR_MODERATE;
            }
        } else {
            memFactor = ProcessStats.ADJ_MEM_FACTOR_NORMAL;
        }
        // We always allow the memory level to go up (better).  We only allow it to go
        // down if we are in a state where that is allowed, *and* the total number of processes
        // has gone down since last time.
        if (DEBUG_OOM_ADJ) Slog.d(TAG_OOM_ADJ, "oom: memFactor=" + memFactor
                + " last=" + mLastMemoryLevel + " allowLow=" + mAllowLowerMemLevel
                + " numProcs=" + mLruProcesses.size() + " last=" + mLastNumProcesses);
        if (memFactor > mLastMemoryLevel) {
            if (!mAllowLowerMemLevel || mLruProcesses.size() >= mLastNumProcesses) {
                memFactor = mLastMemoryLevel;
                if (DEBUG_OOM_ADJ) Slog.d(TAG_OOM_ADJ, "Keeping last mem factor!");
            }
        }

        mLastMemoryLevel = memFactor;
        mLastNumProcesses = mLruProcesses.size();

        final int trackerMemFactor = mProcessStats.getMemFactorLocked();
        if (memFactor != ProcessStats.ADJ_MEM_FACTOR_NORMAL) {//当满足内存不正常时,通知app清理内存
            if (mLowRamStartTime == 0) {
                mLowRamStartTime = now;
            }
            int step = 0;
            int fgTrimLevel;
            switch (memFactor) {
                case ProcessStats.ADJ_MEM_FACTOR_CRITICAL:
                    fgTrimLevel = ComponentCallbacks2.TRIM_MEMORY_RUNNING_CRITICAL;
                    break;
                case ProcessStats.ADJ_MEM_FACTOR_LOW:
                    fgTrimLevel = ComponentCallbacks2.TRIM_MEMORY_RUNNING_LOW;
                    break;
                default:
                    fgTrimLevel = ComponentCallbacks2.TRIM_MEMORY_RUNNING_MODERATE;
                    break;
            }
            int factor = numTrimming/3;
            int minFactor = 2;
            if (mHomeProcess != null) minFactor++;
            if (mPreviousProcess != null) minFactor++;
            if (factor < minFactor) factor = minFactor;
            int curLevel = ComponentCallbacks2.TRIM_MEMORY_COMPLETE;
            for (int i=N-1; i>=0; i--) {//执行
                ProcessRecord app = mLruProcesses.get(i);
                if (app == null) {
                    continue;
                }
                if (allChanged || app.procStateChanged) {
                    setProcessTrackerStateLocked(app, trackerMemFactor, now);
                    app.procStateChanged = false;
                }
                if (app.curProcState >= ActivityManager.PROCESS_STATE_HOME
                        && !app.killedByAm) {
                    if (app.trimMemoryLevel < curLevel && app.thread != null) {
                        try {
                            if (DEBUG_SWITCH || DEBUG_OOM_ADJ) Slog.v(TAG_OOM_ADJ,
                                    "Trimming memory of " + app.processName + " to " + curLevel);
                            app.thread.scheduleTrimMemory(curLevel);//通知app清理内存
                        } catch (RemoteException e) {
                        }
                        
                    }
                    app.trimMemoryLevel = curLevel;
                    ···
                } else if (app.curProcState == ActivityManager.PROCESS_STATE_HEAVY_WEIGHT) {
                    if (app.trimMemoryLevel < ComponentCallbacks2.TRIM_MEMORY_BACKGROUND
                            && app.thread != null) {
                        try {
                            if (DEBUG_SWITCH || DEBUG_OOM_ADJ) Slog.v(TAG_OOM_ADJ,
                                    "Trimming memory of heavy-weight " + app.processName
                                    + " to " + ComponentCallbacks2.TRIM_MEMORY_BACKGROUND);
                            app.thread.scheduleTrimMemory(
                                    ComponentCallbacks2.TRIM_MEMORY_BACKGROUND);//通知app清理内存
                        } catch (RemoteException e) {
                        }
                    }
                    app.trimMemoryLevel = ComponentCallbacks2.TRIM_MEMORY_BACKGROUND;
                } else {
                    if ((app.curProcState >= ActivityManager.PROCESS_STATE_IMPORTANT_BACKGROUND
                            || app.systemNoUi) && app.pendingUiClean) {
                        final int level = ComponentCallbacks2.TRIM_MEMORY_UI_HIDDEN;
                        if (app.trimMemoryLevel < level && app.thread != null) {
                            try {
                                if (DEBUG_SWITCH || DEBUG_OOM_ADJ) Slog.v(TAG_OOM_ADJ,
                                        "Trimming memory of bg-ui " + app.processName
                                        + " to " + level);
                                app.thread.scheduleTrimMemory(level);//通知app清理内存
                            } catch (RemoteException e) {
                            }
                        }
                        app.pendingUiClean = false;
                    }
                    if (app.trimMemoryLevel < fgTrimLevel && app.thread != null) {
                        try {
                            if (DEBUG_SWITCH || DEBUG_OOM_ADJ) Slog.v(TAG_OOM_ADJ,
                                    "Trimming memory of fg " + app.processName
                                    + " to " + fgTrimLevel);
                            app.thread.scheduleTrimMemory(fgTrimLevel);//通知app清理内存
                        } catch (RemoteException e) {
                        }
                    }
                    app.trimMemoryLevel = fgTrimLevel;
                }
            }
        } else {
            
            for (int i=N-1; i>=0; i--) {
                ProcessRecord app = mLruProcesses.get(i);
                ····
                if ((app.curProcState >= ActivityManager.PROCESS_STATE_IMPORTANT_BACKGROUND
                        || app.systemNoUi) && app.pendingUiClean) {
                    if (app.trimMemoryLevel < ComponentCallbacks2.TRIM_MEMORY_UI_HIDDEN
                            && app.thread != null) {
                        try {
                            if (DEBUG_SWITCH || DEBUG_OOM_ADJ) Slog.v(TAG_OOM_ADJ,
                                    "Trimming memory of ui hidden " + app.processName
                                    + " to " + ComponentCallbacks2.TRIM_MEMORY_UI_HIDDEN);
                            app.thread.scheduleTrimMemory(
                                    ComponentCallbacks2.TRIM_MEMORY_UI_HIDDEN);//通知app清理内存
                        } catch (RemoteException e) {
                        }
                    }
                    app.pendingUiClean = false;
                }
                app.trimMemoryLevel = 0;
            }
        }
注:
app怎么被通知进行内存清理?
Activity.onTrimMemory(int level)
Fragment.onTrimMemory(int level)
Application.onTrimMemory(int level)
Service.onTrimMemory(int level)
ContentProvider.onTrimMemory(int level)

level关注android.content.ComponentCallback2

public interface ComponentCallbacks2 extends ComponentCallbacks {

    /**
     * Level for {@link #onTrimMemory(int)}: the process is nearing the end
     * of the background LRU list, and if more memory isn't found soon it will
     * be killed.
     */
    static final int TRIM_MEMORY_COMPLETE = 80;
    
    /**
     * Level for {@link #onTrimMemory(int)}: the process is around the middle
     * of the background LRU list; freeing memory can help the system keep
     * other processes running later in the list for better overall performance.
     */
    static final int TRIM_MEMORY_MODERATE = 60;
    
    /**
     * Level for {@link #onTrimMemory(int)}: the process has gone on to the
     * LRU list.  This is a good opportunity to clean up resources that can
     * efficiently and quickly be re-built if the user returns to the app.
     */
    static final int TRIM_MEMORY_BACKGROUND = 40;
    
    /**
     * Level for {@link #onTrimMemory(int)}: the process had been showing
     * a user interface, and is no longer doing so.  Large allocations with
     * the UI should be released at this point to allow memory to be better
     * managed.
     */
    static final int TRIM_MEMORY_UI_HIDDEN = 20;

    /**
     * Level for {@link #onTrimMemory(int)}: the process is not an expendable
     * background process, but the device is running extremely low on memory
     * and is about to not be able to keep any background processes running.
     * Your running process should free up as many non-critical resources as it
     * can to allow that memory to be used elsewhere.  The next thing that
     * will happen after this is {@link #onLowMemory()} called to report that
     * nothing at all can be kept in the background, a situation that can start
     * to notably impact the user.
     */
    static final int TRIM_MEMORY_RUNNING_CRITICAL = 15;

    /**
     * Level for {@link #onTrimMemory(int)}: the process is not an expendable
     * background process, but the device is running low on memory.
     * Your running process should free up unneeded resources to allow that
     * memory to be used elsewhere.
     */
    static final int TRIM_MEMORY_RUNNING_LOW = 10;


    /**
     * Level for {@link #onTrimMemory(int)}: the process is not an expendable
     * background process, but the device is running moderately low on memory.
     * Your running process may want to release some unneeded resources for
     * use elsewhere.
     */
    static final int TRIM_MEMORY_RUNNING_MODERATE = 5;

    /**
     * Called when the operating system has determined that it is a good
     * time for a process to trim unneeded memory from its process.  This will
     * happen for example when it goes in the background and there is not enough
     * memory to keep as many background processes running as desired.  You
     * should never compare to exact values of the level, since new intermediate
     * values may be added -- you will typically want to compare if the value
     * is greater or equal to a level you are interested in.
     *
     * <p>To retrieve the processes current trim level at any point, you can
     * use {@link android.app.ActivityManager#getMyMemoryState
     * ActivityManager.getMyMemoryState(RunningAppProcessInfo)}.
     *
     * @param level The context of the trim, giving a hint of the amount of
     * trimming the application may like to perform.  May be
     * {@link #TRIM_MEMORY_COMPLETE}, {@link #TRIM_MEMORY_MODERATE},
     * {@link #TRIM_MEMORY_BACKGROUND}, {@link #TRIM_MEMORY_UI_HIDDEN},
     * {@link #TRIM_MEMORY_RUNNING_CRITICAL}, {@link #TRIM_MEMORY_RUNNING_LOW},
     * or {@link #TRIM_MEMORY_RUNNING_MODERATE}.
     */
    void onTrimMemory(int level);
}

修改建议

1.可修改缓存app的个数:ProcessList.MAX_CACHED_APPS=32
2.app重载onTrimMemory方法

参考学习

https://www.cnblogs.com/tiger-wang-ms/p/6445213.html
https://www.androidperformance.com/2015/07/20/Android-Performance-Memory-onTrimMemory/
https://developer.android.google.cn/topic/performance/memory

代码详情

    final void updateOomAdjLocked() {
        final ActivityRecord TOP_ACT = resumedAppLocked();
        final ProcessRecord TOP_APP = TOP_ACT != null ? TOP_ACT.app : null;
        final long now = SystemClock.uptimeMillis();
        final long nowElapsed = SystemClock.elapsedRealtime();
        final long oldTime = now - ProcessList.MAX_EMPTY_TIME;
        final int N = mLruProcesses.size();

        if (false) {
            RuntimeException e = new RuntimeException();
            e.fillInStackTrace();
            Slog.i(TAG, "updateOomAdj: top=" + TOP_ACT, e);
        }

        // Reset state in all uid records.
        for (int i=mActiveUids.size()-1; i>=0; i--) {
            final UidRecord uidRec = mActiveUids.valueAt(i);
            if (false && DEBUG_UID_OBSERVERS) Slog.i(TAG_UID_OBSERVERS,
                    "Starting update of " + uidRec);
            uidRec.reset();
        }

        mStackSupervisor.rankTaskLayersIfNeeded();

        mAdjSeq++;
        mNewNumServiceProcs = 0;
        mNewNumAServiceProcs = 0;

        int emptyProcessLimit;
        int cachedProcessLimit;
        if (mProcessLimit <= 0) {
            emptyProcessLimit = cachedProcessLimit = 0;
        } else if (mProcessLimit == 1) {
            emptyProcessLimit = 1;
            cachedProcessLimit = 0;
        } else {
            emptyProcessLimit = ProcessList.computeEmptyProcessLimit(mProcessLimit);
            cachedProcessLimit = mProcessLimit - emptyProcessLimit;
        }
        if(("true".equals(SystemProperties.get("ro.config.low_ram", "false")))
                && (!"true".equals(SystemProperties.get("cts_gts.status", "false")))){
            emptyProcessLimit = cachedProcessLimit = 0;
        }else if(("true".equals(SystemProperties.get("ro.mem_optimise.enable", "false")))
                &&(!"true".equals(SystemProperties.get("cts_gts.status", "false")))){
            emptyProcessLimit = cachedProcessLimit = 3;
        }

        // Let's determine how many processes we have running vs.
        // how many slots we have for background processes; we may want
        // to put multiple processes in a slot of there are enough of
        // them.
        int numSlots = (ProcessList.CACHED_APP_MAX_ADJ
                - ProcessList.CACHED_APP_MIN_ADJ + 1) / 2;
        int numEmptyProcs = N - mNumNonCachedProcs - mNumCachedHiddenProcs;
        if (numEmptyProcs > cachedProcessLimit) {
            // If there are more empty processes than our limit on cached
            // processes, then use the cached process limit for the factor.
            // This ensures that the really old empty processes get pushed
            // down to the bottom, so if we are running low on memory we will
            // have a better chance at keeping around more cached processes
            // instead of a gazillion empty processes.
            numEmptyProcs = cachedProcessLimit;
        }
        int emptyFactor = numEmptyProcs/numSlots;
        if (emptyFactor < 1) emptyFactor = 1;
        int cachedFactor = (mNumCachedHiddenProcs > 0 ? mNumCachedHiddenProcs : 1)/numSlots;
        if (cachedFactor < 1) cachedFactor = 1;
        int stepCached = 0;
        int stepEmpty = 0;
        int numCached = 0;
        int numEmpty = 0;
        int numTrimming = 0;

        mNumNonCachedProcs = 0;
        mNumCachedHiddenProcs = 0;

        // First update the OOM adjustment for each of the
        // application processes based on their current state.
        int curCachedAdj = ProcessList.CACHED_APP_MIN_ADJ;
        int nextCachedAdj = curCachedAdj+1;
        int curEmptyAdj = ProcessList.CACHED_APP_MIN_ADJ;
        int nextEmptyAdj = curEmptyAdj+2;
        for (int i=N-1; i>=0; i--) {
            ProcessRecord app = mLruProcesses.get(i);
            if (app == null) {
                continue;
            }
            if (!app.killedByAm && app.thread != null) {
                app.procStateChanged = false;
                computeOomAdjLocked(app, ProcessList.UNKNOWN_ADJ, TOP_APP, true, now);

                // If we haven't yet assigned the final cached adj
                // to the process, do that now.
                if (app.curAdj >= ProcessList.UNKNOWN_ADJ) {
                    switch (app.curProcState) {
                        case ActivityManager.PROCESS_STATE_CACHED_ACTIVITY:
                        case ActivityManager.PROCESS_STATE_CACHED_ACTIVITY_CLIENT:
                            // This process is a cached process holding activities...
                            // assign it the next cached value for that type, and then
                            // step that cached level.
                            app.curRawAdj = curCachedAdj;
                            app.curAdj = app.modifyRawOomAdj(curCachedAdj);
                            if (DEBUG_LRU && false) Slog.d(TAG_LRU, "Assigning activity LRU #" + i
                                    + " adj: " + app.curAdj + " (curCachedAdj=" + curCachedAdj
                                    + ")");
                            if (curCachedAdj != nextCachedAdj) {
                                stepCached++;
                                if (stepCached >= cachedFactor) {
                                    stepCached = 0;
                                    curCachedAdj = nextCachedAdj;
                                    nextCachedAdj += 2;
                                    if (nextCachedAdj > ProcessList.CACHED_APP_MAX_ADJ) {
                                        nextCachedAdj = ProcessList.CACHED_APP_MAX_ADJ;
                                    }
                                }
                            }
                            break;
                        default:
                            // For everything else, assign next empty cached process
                            // level and bump that up.  Note that this means that
                            // long-running services that have dropped down to the
                            // cached level will be treated as empty (since their process
                            // state is still as a service), which is what we want.
                            app.curRawAdj = curEmptyAdj;
                            app.curAdj = app.modifyRawOomAdj(curEmptyAdj);
                            if (DEBUG_LRU && false) Slog.d(TAG_LRU, "Assigning empty LRU #" + i
                                    + " adj: " + app.curAdj + " (curEmptyAdj=" + curEmptyAdj
                                    + ")");
                            if (curEmptyAdj != nextEmptyAdj) {
                                stepEmpty++;
                                if (stepEmpty >= emptyFactor) {
                                    stepEmpty = 0;
                                    curEmptyAdj = nextEmptyAdj;
                                    nextEmptyAdj += 2;
                                    if (nextEmptyAdj > ProcessList.CACHED_APP_MAX_ADJ) {
                                        nextEmptyAdj = ProcessList.CACHED_APP_MAX_ADJ;
                                    }
                                }
                            }
                            break;
                    }
                }

                applyOomAdjLocked(app, true, now, nowElapsed);

                // Count the number of process types.
                switch (app.curProcState) {
                    case ActivityManager.PROCESS_STATE_CACHED_ACTIVITY:
                    case ActivityManager.PROCESS_STATE_CACHED_ACTIVITY_CLIENT:
                        mNumCachedHiddenProcs++;
                        numCached++;
                        if (numCached > cachedProcessLimit) {
                            int count = mExcludeEmptyApp.size();
                            boolean mExclude = false;
                            if(("true".equals(SystemProperties.get("ro.config.low_ram", "false")))
                                    ||("true".equals(SystemProperties.get("ro.mem_optimise.enable", "false")))) {
                                for (int k=0; k<count; k++) {
                                    if(app.processName != null && app.processName.contains(mExcludeEmptyApp.get(k))) {
                                        if(DEBUG_LOWMEM)Slog.d("xzj","------shouldExcludeCachedApp App= "+app.processName);
                                        mExclude = true;
                                        break;
                                    }
                                }
                            }
                            if(!mExclude)//do not kill phone, which would cause 3g dongle can not use, do not kill media which would cause mediaprovider stale
                                app.kill("cached #" + numCached, true);
                        }
                        break;
                    case ActivityManager.PROCESS_STATE_CACHED_EMPTY:
                        if (numEmpty > ProcessList.TRIM_EMPTY_APPS
                                && app.lastActivityTime < oldTime) {
                            app.kill("empty for "
                                    + ((oldTime + ProcessList.MAX_EMPTY_TIME - app.lastActivityTime)
                                    / 1000) + "s", true);
                        } else {
                            numEmpty++;
                            if (numEmpty > emptyProcessLimit) {
                                int count = mExcludeEmptyApp.size();
                                boolean mExclude = false;
                                if(("true".equals(SystemProperties.get("ro.config.low_ram", "false")))
                                        ||("true".equals(SystemProperties.get("ro.mem_optimise.enable", "false")))) {
                                    for (int k=0; k<count; k++) {
                                        if(app.processName != null && app.processName.contains(mExcludeEmptyApp.get(k))) {
                                            if(DEBUG_LOWMEM)Slog.d("xzj","------shouldExcludeEmptyApp App= "+app.processName);
                                            mExclude = true;
                                            break;
                                        }
                                    }
                                }
                                if(!mExclude)//do not kill phone, which would cause 3g dongle can not use, do not kill media which would cause mediaprovider stale
                                    app.kill("empty #" + numEmpty, true);
                            }
                        }
                        break;
                    default:
                        mNumNonCachedProcs++;
                        break;
                }

                if (app.isolated && app.services.size() <= 0) {
                    // If this is an isolated process, and there are no
                    // services running in it, then the process is no longer
                    // needed.  We agressively kill these because we can by
                    // definition not re-use the same process again, and it is
                    // good to avoid having whatever code was running in them
                    // left sitting around after no longer needed.
                    app.kill("isolated not needed", true);
                } else {
                    // Keeping this process, update its uid.
                    final UidRecord uidRec = app.uidRecord;
                    if (uidRec != null && uidRec.curProcState > app.curProcState) {
                        uidRec.curProcState = app.curProcState;
                    }
                }

                if (app.curProcState >= ActivityManager.PROCESS_STATE_HOME
                        && !app.killedByAm) {
                    numTrimming++;
                }
            }
        }

        mNumServiceProcs = mNewNumServiceProcs;

        // Now determine the memory trimming level of background processes.
        // Unfortunately we need to start at the back of the list to do this
        // properly.  We only do this if the number of background apps we
        // are managing to keep around is less than half the maximum we desire;
        // if we are keeping a good number around, we'll let them use whatever
        // memory they want.
        final int numCachedAndEmpty = numCached + numEmpty;
        int memFactor;
        if (numCached <= ProcessList.TRIM_CACHED_APPS
                && numEmpty <= ProcessList.TRIM_EMPTY_APPS) {
            if (numCachedAndEmpty <= ProcessList.TRIM_CRITICAL_THRESHOLD) {
                memFactor = ProcessStats.ADJ_MEM_FACTOR_CRITICAL;
            } else if (numCachedAndEmpty <= ProcessList.TRIM_LOW_THRESHOLD) {
                memFactor = ProcessStats.ADJ_MEM_FACTOR_LOW;
            } else {
                memFactor = ProcessStats.ADJ_MEM_FACTOR_MODERATE;
            }
        } else {
            memFactor = ProcessStats.ADJ_MEM_FACTOR_NORMAL;
        }
        // We always allow the memory level to go up (better).  We only allow it to go
        // down if we are in a state where that is allowed, *and* the total number of processes
        // has gone down since last time.
        if (DEBUG_OOM_ADJ) Slog.d(TAG_OOM_ADJ, "oom: memFactor=" + memFactor
                + " last=" + mLastMemoryLevel + " allowLow=" + mAllowLowerMemLevel
                + " numProcs=" + mLruProcesses.size() + " last=" + mLastNumProcesses);
        if (memFactor > mLastMemoryLevel) {
            if (!mAllowLowerMemLevel || mLruProcesses.size() >= mLastNumProcesses) {
                memFactor = mLastMemoryLevel;
                if (DEBUG_OOM_ADJ) Slog.d(TAG_OOM_ADJ, "Keeping last mem factor!");
            }
        }
        if (memFactor != mLastMemoryLevel) {
            EventLogTags.writeAmMemFactor(memFactor, mLastMemoryLevel);
        }
        mLastMemoryLevel = memFactor;
        mLastNumProcesses = mLruProcesses.size();
        boolean allChanged = mProcessStats.setMemFactorLocked(memFactor, !isSleepingLocked(), now);
        final int trackerMemFactor = mProcessStats.getMemFactorLocked();
        if (memFactor != ProcessStats.ADJ_MEM_FACTOR_NORMAL) {
            if (mLowRamStartTime == 0) {
                mLowRamStartTime = now;
            }
            int step = 0;
            int fgTrimLevel;
            switch (memFactor) {
                case ProcessStats.ADJ_MEM_FACTOR_CRITICAL:
                    fgTrimLevel = ComponentCallbacks2.TRIM_MEMORY_RUNNING_CRITICAL;
                    break;
                case ProcessStats.ADJ_MEM_FACTOR_LOW:
                    fgTrimLevel = ComponentCallbacks2.TRIM_MEMORY_RUNNING_LOW;
                    break;
                default:
                    fgTrimLevel = ComponentCallbacks2.TRIM_MEMORY_RUNNING_MODERATE;
                    break;
            }
            int factor = numTrimming/3;
            int minFactor = 2;
            if (mHomeProcess != null) minFactor++;
            if (mPreviousProcess != null) minFactor++;
            if (factor < minFactor) factor = minFactor;
            int curLevel = ComponentCallbacks2.TRIM_MEMORY_COMPLETE;
            for (int i=N-1; i>=0; i--) {
                ProcessRecord app = mLruProcesses.get(i);
                if (app == null) {
                    continue;
                }
                if (allChanged || app.procStateChanged) {
                    setProcessTrackerStateLocked(app, trackerMemFactor, now);
                    app.procStateChanged = false;
                }
                if (app.curProcState >= ActivityManager.PROCESS_STATE_HOME
                        && !app.killedByAm) {
                    if (app.trimMemoryLevel < curLevel && app.thread != null) {
                        try {
                            if (DEBUG_SWITCH || DEBUG_OOM_ADJ) Slog.v(TAG_OOM_ADJ,
                                    "Trimming memory of " + app.processName + " to " + curLevel);
                            app.thread.scheduleTrimMemory(curLevel);
                        } catch (RemoteException e) {
                        }
                        if (false) {
                            // For now we won't do this; our memory trimming seems
                            // to be good enough at this point that destroying
                            // activities causes more harm than good.
                            if (curLevel >= ComponentCallbacks2.TRIM_MEMORY_COMPLETE
                                    && app != mHomeProcess && app != mPreviousProcess) {
                                // Need to do this on its own message because the stack may not
                                // be in a consistent state at this point.
                                // For these apps we will also finish their activities
                                // to help them free memory.
                                mStackSupervisor.scheduleDestroyAllActivities(app, "trim");
                            }
                        }
                    }
                    app.trimMemoryLevel = curLevel;
                    step++;
                    if (step >= factor) {
                        step = 0;
                        switch (curLevel) {
                            case ComponentCallbacks2.TRIM_MEMORY_COMPLETE:
                                curLevel = ComponentCallbacks2.TRIM_MEMORY_MODERATE;
                                break;
                            case ComponentCallbacks2.TRIM_MEMORY_MODERATE:
                                curLevel = ComponentCallbacks2.TRIM_MEMORY_BACKGROUND;
                                break;
                        }
                    }
                } else if (app.curProcState == ActivityManager.PROCESS_STATE_HEAVY_WEIGHT) {
                    if (app.trimMemoryLevel < ComponentCallbacks2.TRIM_MEMORY_BACKGROUND
                            && app.thread != null) {
                        try {
                            if (DEBUG_SWITCH || DEBUG_OOM_ADJ) Slog.v(TAG_OOM_ADJ,
                                    "Trimming memory of heavy-weight " + app.processName
                                    + " to " + ComponentCallbacks2.TRIM_MEMORY_BACKGROUND);
                            app.thread.scheduleTrimMemory(
                                    ComponentCallbacks2.TRIM_MEMORY_BACKGROUND);
                        } catch (RemoteException e) {
                        }
                    }
                    app.trimMemoryLevel = ComponentCallbacks2.TRIM_MEMORY_BACKGROUND;
                } else {
                    if ((app.curProcState >= ActivityManager.PROCESS_STATE_IMPORTANT_BACKGROUND
                            || app.systemNoUi) && app.pendingUiClean) {
                        // If this application is now in the background and it
                        // had done UI, then give it the special trim level to
                        // have it free UI resources.
                        final int level = ComponentCallbacks2.TRIM_MEMORY_UI_HIDDEN;
                        if (app.trimMemoryLevel < level && app.thread != null) {
                            try {
                                if (DEBUG_SWITCH || DEBUG_OOM_ADJ) Slog.v(TAG_OOM_ADJ,
                                        "Trimming memory of bg-ui " + app.processName
                                        + " to " + level);
                                app.thread.scheduleTrimMemory(level);
                            } catch (RemoteException e) {
                            }
                        }
                        app.pendingUiClean = false;
                    }
                    if (app.trimMemoryLevel < fgTrimLevel && app.thread != null) {
                        try {
                            if (DEBUG_SWITCH || DEBUG_OOM_ADJ) Slog.v(TAG_OOM_ADJ,
                                    "Trimming memory of fg " + app.processName
                                    + " to " + fgTrimLevel);
                            app.thread.scheduleTrimMemory(fgTrimLevel);
                        } catch (RemoteException e) {
                        }
                    }
                    app.trimMemoryLevel = fgTrimLevel;
                }
            }
        } else {
            if (mLowRamStartTime != 0) {
                mLowRamTimeSinceLastIdle += now - mLowRamStartTime;
                mLowRamStartTime = 0;
            }
            for (int i=N-1; i>=0; i--) {
                ProcessRecord app = mLruProcesses.get(i);
                if (allChanged || app.procStateChanged) {
                    setProcessTrackerStateLocked(app, trackerMemFactor, now);
                    app.procStateChanged = false;
                }
                if ((app.curProcState >= ActivityManager.PROCESS_STATE_IMPORTANT_BACKGROUND
                        || app.systemNoUi) && app.pendingUiClean) {
                    if (app.trimMemoryLevel < ComponentCallbacks2.TRIM_MEMORY_UI_HIDDEN
                            && app.thread != null) {
                        try {
                            if (DEBUG_SWITCH || DEBUG_OOM_ADJ) Slog.v(TAG_OOM_ADJ,
                                    "Trimming memory of ui hidden " + app.processName
                                    + " to " + ComponentCallbacks2.TRIM_MEMORY_UI_HIDDEN);
                            app.thread.scheduleTrimMemory(
                                    ComponentCallbacks2.TRIM_MEMORY_UI_HIDDEN);
                        } catch (RemoteException e) {
                        }
                    }
                    app.pendingUiClean = false;
                }
                app.trimMemoryLevel = 0;
            }
        }

        if (mAlwaysFinishActivities) {
            // Need to do this on its own message because the stack may not
            // be in a consistent state at this point.
            mStackSupervisor.scheduleDestroyAllActivities(null, "always-finish");
        }

        if (allChanged) {
            requestPssAllProcsLocked(now, false, mProcessStats.isMemFactorLowered());
        }

        // Update from any uid changes.
        for (int i=mActiveUids.size()-1; i>=0; i--) {
            final UidRecord uidRec = mActiveUids.valueAt(i);
            int uidChange = UidRecord.CHANGE_PROCSTATE;
            if (uidRec.setProcState != uidRec.curProcState) {
                if (DEBUG_UID_OBSERVERS) Slog.i(TAG_UID_OBSERVERS,
                        "Changes in " + uidRec + ": proc state from " + uidRec.setProcState
                        + " to " + uidRec.curProcState);
                if (ActivityManager.isProcStateBackground(uidRec.curProcState)) {
                    if (!ActivityManager.isProcStateBackground(uidRec.setProcState)) {
                        uidRec.lastBackgroundTime = nowElapsed;
                        if (!mHandler.hasMessages(IDLE_UIDS_MSG)) {
                            // Note: the background settle time is in elapsed realtime, while
                            // the handler time base is uptime.  All this means is that we may
                            // stop background uids later than we had intended, but that only
                            // happens because the device was sleeping so we are okay anyway.
                            mHandler.sendEmptyMessageDelayed(IDLE_UIDS_MSG, BACKGROUND_SETTLE_TIME);
                        }
                    }
                } else {
                    if (uidRec.idle) {
                        uidChange = UidRecord.CHANGE_ACTIVE;
                        uidRec.idle = false;
                    }
                    uidRec.lastBackgroundTime = 0;
                }
                uidRec.setProcState = uidRec.curProcState;
                enqueueUidChangeLocked(uidRec, -1, uidChange);
                noteUidProcessState(uidRec.uid, uidRec.curProcState);
            }
        }

        if (mProcessStats.shouldWriteNowLocked(now)) {
            mHandler.post(new Runnable() {
                @Override public void run() {
                    synchronized (ActivityManagerService.this) {
                        mProcessStats.writeStateAsyncLocked();
                    }
                }
            });
        }

        if (DEBUG_OOM_ADJ) {
            final long duration = SystemClock.uptimeMillis() - now;
            if (false) {
                Slog.d(TAG_OOM_ADJ, "Did OOM ADJ in " + duration + "ms",
                        new RuntimeException("here").fillInStackTrace());
            } else {
                Slog.d(TAG_OOM_ADJ, "Did OOM ADJ in " + duration + "ms");
            }
        }
    }

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