14
头图
_displayLink = [CADisplayLink displayLinkWithTarget:self selector:@selector(p_displayLinkTick:)];
[_displayLink setPaused:YES];
[_displayLink addToRunLoop:[NSRunLoop currentRunLoop] forMode:NSRunLoopCommonModes];

if (currentMode->_observerMask & kCFRunLoopEntry )
    // 通知 Observers: RunLoop 即将进入 loop
    __CFRunLoopDoObservers(rl, currentMode, kCFRunLoopEntry);
// 进入loop
result = __CFRunLoopRun(rl, currentMode, seconds, returnAfterSourceHandled, previousMode);
 if (rlm->_observerMask & kCFRunLoopBeforeTimers)
    //  通知 Observers: RunLoop 即将触发 Timer 回调
    __CFRunLoopDoObservers(rl, rlm, kCFRunLoopBeforeTimers);
if (rlm->_observerMask & kCFRunLoopBeforeSources)
    //  通知 Observers: RunLoop 即将触发 Source 回调
    __CFRunLoopDoObservers(rl, rlm, kCFRunLoopBeforeSources);
// 执行被加入的block
__CFRunLoopDoBlocks(rl, rlm);
//  如果有 Source1 (基于port) 处于 ready 状态,直接处理这个 Source1 然后跳转去处理消息
if (MACH_PORT_NULL != dispatchPort && !didDispatchPortLastTime) {
#if DEPLOYMENT_TARGET_MACOSX || DEPLOYMENT_TARGET_EMBEDDED || DEPLOYMENT_TARGET_EMBEDDED_MINI
    msg = (mach_msg_header_t *)msg_buffer;
    
    if (__CFRunLoopServiceMachPort(dispatchPort, &msg, sizeof(msg_buffer), &livePort, 0, &voucherState, NULL)) {
        goto handle_msg;
    }
#elif DEPLOYMENT_TARGET_WINDOWS
    if (__CFRunLoopWaitForMultipleObjects(NULL, &dispatchPort, 0, 0, &livePort, NULL)) {
        goto handle_msg;
    }
#endif
}
Boolean poll = sourceHandledThisLoop || (0ULL == timeout_context->termTSR);
// 通知 Observers: RunLoop 的线程即将进入休眠(sleep)
if (!poll && (rlm->_observerMask & kCFRunLoopBeforeWaiting)) __CFRunLoopDoObservers(rl, rlm, kCFRunLoopBeforeWaiting);
    __CFRunLoopSetSleeping(rl);
  • do {
      if (kCFUseCollectableAllocator) {
          // objc_clear_stack(0);
          // <rdar://problem/16393959>
          memset(msg_buffer, 0, sizeof(msg_buffer));
      }
      msg = (mach_msg_header_t *)msg_buffer;
      
      __CFRunLoopServiceMachPort(waitSet, &msg, sizeof(msg_buffer), &livePort, poll ? 0 : TIMEOUT_INFINITY, &voucherState, &voucherCopy);
      
      if (modeQueuePort != MACH_PORT_NULL && livePort == modeQueuePort) {
          // Drain the internal queue. If one of the callout blocks sets the timerFired flag, break out and service the timer.
          while (_dispatch_runloop_root_queue_perform_4CF(rlm->_queue));
          if (rlm->_timerFired) {
              // Leave livePort as the queue port, and service timers below
              rlm->_timerFired = false;
              break;
          } else {
              if (msg && msg != (mach_msg_header_t *)msg_buffer) free(msg);
          }
      } else {
          // Go ahead and leave the inner loop.
          break;
      }
    } while (1);
// 通知 Observers: RunLoop 的线程刚刚被唤醒了
if (!poll && (rlm->_observerMask & kCFRunLoopAfterWaiting)) __CFRunLoopDoObservers(rl, rlm, kCFRunLoopAfterWaiting);
    // 处理消息
    handle_msg:;
    __CFRunLoopSetIgnoreWakeUps(rl);
  • #if USE_MK_TIMER_TOO
          // 如果一个 Timer 到时间了,触发这个Timer的回调
          else if (rlm->_timerPort != MACH_PORT_NULL && livePort == rlm->_timerPort) {
              CFRUNLOOP_WAKEUP_FOR_TIMER();
              // On Windows, we have observed an issue where the timer port is set before the time which we requested it to be set. For example, we set the fire time to be TSR 167646765860, but it is actually observed firing at TSR 167646764145, which is 1715 ticks early. The result is that, when __CFRunLoopDoTimers checks to see if any of the run loop timers should be firing, it appears to be 'too early' for the next timer, and no timers are handled.
              // In this case, the timer port has been automatically reset (since it was returned from MsgWaitForMultipleObjectsEx), and if we do not re-arm it, then no timers will ever be serviced again unless something adjusts the timer list (e.g. adding or removing timers). The fix for the issue is to reset the timer here if CFRunLoopDoTimers did not handle a timer itself. 9308754
              if (!__CFRunLoopDoTimers(rl, rlm, mach_absolute_time())) {
                  // Re-arm the next timer
                  __CFArmNextTimerInMode(rlm, rl);
              }
          }
    #endif
          //  如果有dispatch到main_queue的block,执行block
          else if (livePort == dispatchPort) {
              CFRUNLOOP_WAKEUP_FOR_DISPATCH();
              __CFRunLoopModeUnlock(rlm);
              __CFRunLoopUnlock(rl);
              _CFSetTSD(__CFTSDKeyIsInGCDMainQ, (void *)6, NULL);
    #if DEPLOYMENT_TARGET_WINDOWS
              void *msg = 0;
    #endif
              __CFRUNLOOP_IS_SERVICING_THE_MAIN_DISPATCH_QUEUE__(msg);
              _CFSetTSD(__CFTSDKeyIsInGCDMainQ, (void *)0, NULL);
              __CFRunLoopLock(rl);
              __CFRunLoopModeLock(rlm);
              sourceHandledThisLoop = true;
              didDispatchPortLastTime = true;
          }
          // 如果一个 Source1 (基于port) 发出事件了,处理这个事件
          else {
              CFRUNLOOP_WAKEUP_FOR_SOURCE();
              
              // If we received a voucher from this mach_msg, then put a copy of the new voucher into TSD. CFMachPortBoost will look in the TSD for the voucher. By using the value in the TSD we tie the CFMachPortBoost to this received mach_msg explicitly without a chance for anything in between the two pieces of code to set the voucher again.
              voucher_t previousVoucher = _CFSetTSD(__CFTSDKeyMachMessageHasVoucher, (void *)voucherCopy, os_release);
    
              CFRunLoopSourceRef rls = __CFRunLoopModeFindSourceForMachPort(rl, rlm, livePort);
              if (rls) {
    #if DEPLOYMENT_TARGET_MACOSX || DEPLOYMENT_TARGET_EMBEDDED || DEPLOYMENT_TARGET_EMBEDDED_MINI
          mach_msg_header_t *reply = NULL;
          sourceHandledThisLoop = __CFRunLoopDoSource1(rl, rlm, rls, msg, msg->msgh_size, &reply) || sourceHandledThisLoop;
          if (NULL != reply) {
              (void)mach_msg(reply, MACH_SEND_MSG, reply->msgh_size, 0, MACH_PORT_NULL, 0, MACH_PORT_NULL);
              CFAllocatorDeallocate(kCFAllocatorSystemDefault, reply);
          }
    #elif DEPLOYMENT_TARGET_WINDOWS
                  sourceHandledThisLoop = __CFRunLoopDoSource1(rl, rlm, rls) || sourceHandledThisLoop;
    #endif
if (sourceHandledThisLoop && stopAfterHandle) {
    // 进入loop时参数说处理完事件就返回
    retVal = kCFRunLoopRunHandledSource;
    } else if (timeout_context->termTSR < mach_absolute_time()) {
        // 超出传入参数标记的超时时间了
        retVal = kCFRunLoopRunTimedOut;
} else if (__CFRunLoopIsStopped(rl)) {
        __CFRunLoopUnsetStopped(rl);
    // 被外部调用者强制停止了
    retVal = kCFRunLoopRunStopped;
} else if (rlm->_stopped) {
    rlm->_stopped = false;
    retVal = kCFRunLoopRunStopped;
} else if (__CFRunLoopModeIsEmpty(rl, rlm, previousMode)) {
    // source/timer一个都没有
    retVal = kCFRunLoopRunFinished;
}

typedef CF_OPTIONS(CFOptionFlags, CFRunLoopActivity) {
    kCFRunLoopEntry ,           // 进入 loop
    kCFRunLoopBeforeTimers ,    // 触发 Timer 回调
    kCFRunLoopBeforeSources ,   // 触发 Source0 回调
    kCFRunLoopBeforeWaiting ,   // 等待 mach_port 消息
    kCFRunLoopAfterWaiting ),   // 接收 mach_port 消息
    kCFRunLoopExit ,            // 退出 loop
    kCFRunLoopAllActivities     // loop 所有状态改变
}

// 设置Runloop observer的运行环境
CFRunLoopObserverContext context = {0, (__bridge void *)self, NULL, NULL};
// 创建Runloop observer对象
_observer = CFRunLoopObserverCreate(kCFAllocatorDefault,
                                    kCFRunLoopAllActivities,
                                    YES,
                                    0,
                                    &runLoopObserverCallBack,
                                    &context);
// 将新建的observer加入到当前thread的runloop
CFRunLoopAddObserver(CFRunLoopGetMain(), _observer, kCFRunLoopCommonModes);
// 创建信号
_semaphore = dispatch_semaphore_create(0);

__weak __typeof(self) weakSelf = self;
// 在子线程监控时长
dispatch_async(dispatch_get_global_queue(0, 0), ^{
    __strong __typeof(weakSelf) strongSelf = weakSelf;
    if (!strongSelf) {
        return;
    }
    while (YES) {
        if (strongSelf.isCancel) {
            return;
        }
        // N次卡顿超过阈值T记录为一次卡顿
        long semaphoreWait = dispatch_semaphore_wait(self->_semaphore, dispatch_time(DISPATCH_TIME_NOW, strongSelf.limitMillisecond * NSEC_PER_MSEC));
        if (semaphoreWait != 0) {
            if (self->_activity == kCFRunLoopBeforeSources || self->_activity == kCFRunLoopAfterWaiting) {
                if (++strongSelf.countTime < strongSelf.standstillCount){
                    continue;
                }
                // 堆栈信息 dump 并结合数据上报机制,按照一定策略上传数据到服务器。堆栈 dump 会在下面讲解。数据上报会在 [打造功能强大、灵活可配置的数据上报组件](https://github.com/FantasticLBP/knowledge-kit/blob/master/Chapter1%20-%20iOS/1.80.md) 讲
            }
        }
        strongSelf.countTime = 0;
    }
});
while (self.isCancelled == NO) {
        @autoreleasepool {
            __block BOOL isMainThreadNoRespond = YES;
            dispatch_semaphore_t semaphore = dispatch_semaphore_create(0);
            
            dispatch_async(dispatch_get_main_queue(), ^{
                isMainThreadNoRespond = NO;
                dispatch_semaphore_signal(semaphore);
            });
            
            [NSThread sleepForTimeInterval:self.threshold];
            
            if (isMainThreadNoRespond) {
                if (self.handlerBlock) {
                    self.handlerBlock(); // 外部在 block 内部 dump 堆栈(下面会讲),数据上报
                }
            }
            dispatch_semaphore_wait(semaphore, DISPATCH_TIME_FOREVER);
        }
    }

Mach task:

kern_return_t task_threads
(
  task_t traget_task,
  thread_act_array_t *act_list,                     //线程指针列表
  mach_msg_type_number_t *act_listCnt  //线程个数
)

thread_info:

kern_return_t thread_info
(
  thread_act_t target_act,
  thread_flavor_t flavor,
  thread_info_t thread_info_out,
  mach_msg_type_number_t *thread_info_outCnt
);
static void *nsthreadLauncher(void* thread)  
{
    NSThread *t = (NSThread*)thread;
    [nc postNotificationName: NSThreadDidStartNotification object:t userInfo: nil];
    [t _setName: [t name]];
    [t main];
    [NSThread exit];
    return NULL;
}
<NSThread: 0x...>{number = 1, name = main}  
static mach_port_t main_thread_id;  
+ (void)load {
    main_thread_id = mach_thread_self();
}

mach_timebase_info_data_t g_apmmStartupMonitorTimebaseInfoData = 0;
mach_timebase_info(&g_apmmStartupMonitorTimebaseInfoData);
uint64_t timelapse = mach_absolute_time() - g_apmmLoadTime;
double timeSpan = (timelapse * g_apmmStartupMonitorTimebaseInfoData.numer) / (g_apmmStartupMonitorTimebaseInfoData.denom * 1e9);

2.2 Rebase && Binding

2.3 Initializers

struct thread_basic_info {
    time_value_t    user_time;      /* user run time(用户运行时长) */
    time_value_t    system_time;    /* system run time(系统运行时长) */ 
    integer_t       cpu_usage;      /* scaled cpu usage percentage(CPU使用率,上限1000) */
    policy_t        policy;         /* scheduling policy in effect(有效调度策略) */
    integer_t       run_state;      /* run state (运行状态,见下) */
    integer_t       flags;          /* various flags (各种各样的标记) */
    integer_t       suspend_count;  /* suspend count for thread(线程挂起次数) */
    integer_t       sleep_time;     /* number of seconds that thread
                                     *  has been sleeping(休眠时间) */
};
thread_act_array_t threads;
mach_msg_type_number_t threadCount = 0;
const task_t thisTask = mach_task_self();
kern_return_t kr = task_threads(thisTask, &threads, &threadCount);
if (kr != KERN_SUCCESS) {
    return ;
}
for (int i = 0; i < threadCount; i++) {
    thread_info_data_t threadInfo;
    thread_basic_info_t threadBaseInfo;
    mach_msg_type_number_t threadInfoCount;
    
    kern_return_t kr = thread_info((thread_inspect_t)threads[i], THREAD_BASIC_INFO, (thread_info_t)threadInfo, &threadInfoCount);
    
    if (kr == KERN_SUCCESS) {
        
        threadBaseInfo = (thread_basic_info_t)threadInfo;
        // todo:条件判断,看不明白
        if (!(threadBaseInfo->flags & TH_FLAGS_IDLE)) {
            integer_t cpuUsage = threadBaseInfo->cpu_usage / 10;
            if (cpuUsage > CPUMONITORRATE) {
                
                NSMutableDictionary *CPUMetaDictionary = [NSMutableDictionary dictionary];
                NSData *CPUPayloadData = [NSData data];
                
                NSString *backtraceOfAllThread = [BacktraceLogger backtraceOfAllThread];
                // 1. 组装卡顿的 Meta 信息
                CPUMetaDictionary[@"MONITOR_TYPE"] = APMMonitorCPUType;
            
                // 2. 组装卡顿的 Payload 信息(一个JSON对象,对象的 Key 为约定好的 STACK_TRACE, value 为 base64 后的堆栈信息)
                NSData *CPUData = [SAFE_STRING(backtraceOfAllThread) dataUsingEncoding:NSUTF8StringEncoding];
                NSString *CPUDataBase64String = [CPUData base64EncodedStringWithOptions:0];
                NSDictionary *CPUPayloadDictionary = @{@"STACK_TRACE": SAFE_STRING(CPUDataBase64String)};
                
                NSError *error;
                // NSJSONWritingOptions 参数一定要传0,因为服务端需要根据 \n 处理逻辑,传递 0 则生成的 json 串不带 \n
                NSData *parsedData = [NSJSONSerialization dataWithJSONObject:CPUPayloadDictionary options:0 error:&error];
                if (error) {
                    APMMLog(@"%@", error);
                    return;
                }
                CPUPayloadData = [parsedData copy];
                
                // 3. 数据上报会在 [打造功能强大、灵活可配置的数据上报组件](https://github.com/FantasticLBP/knowledge-kit/blob/master/Chapter1%20-%20iOS/1.80.md) 讲
                [[HermesClient sharedInstance] sendWithType:APMMonitorCPUType meta:CPUMetaDictionary payload:CPUPayloadData]; 
            }
        }
    }
}

  • Clean Memory

  • Dirty Memory

  • Compressed Memory

- (void)viewDidLoad {
    [super viewDidLoad];
    NSMutableArray *array = [NSMutableArray array];
    for (NSInteger index = 0; index < 10000000; index++) {
        UIImageView *imageView = [[UIImageView alloc] initWithFrame:CGRectMake(0, 0, 100, 100)];
        UIImage *image = [UIImage imageNamed:@"AppIcon"];
        imageView.image = image;
        [array addObject:imageView];
    }
}
{"bug_type":"298","timestamp":"2020-03-19 17:23:45.94 +0800","os_version":"iPhone OS 13.3.1 (17D50)","incident_id":"DA8AF66D-24E8-458C-8734-981866942168"}
{
  "crashReporterKey" : "fc9b659ce486df1ed1b8062d5c7c977a7eb8c851",
  "kernel" : "Darwin Kernel Version 19.3.0: Thu Jan  9 21:10:44 PST 2020; root:xnu-6153.82.3~1\/RELEASE_ARM64_S8000",
  "product" : "iPhone8,2",
  "incident" : "DA8AF66D-24E8-458C-8734-981866942168",
  "date" : "2020-03-19 17:23:45.93 +0800",
  "build" : "iPhone OS 13.3.1 (17D50)",
  "timeDelta" : 332,
  "memoryStatus" : {
  "compressorSize" : 48499,
  "compressions" : 7458651,
  "decompressions" : 5190200,
  "zoneMapCap" : 744407040,
  "largestZone" : "APFS_4K_OBJS",
  "largestZoneSize" : 41402368,
  "pageSize" : 16384,
  "uncompressed" : 104065,
  "zoneMapSize" : 141606912,
  "memoryPages" : {
    "active" : 26214,
    "throttled" : 0,
    "fileBacked" : 14903,
    "wired" : 20019,
    "anonymous" : 37140,
    "purgeable" : 142,
    "inactive" : 23669,
    "free" : 2967,
    "speculative" : 2160
  }
},
  "largestProcess" : "Test",
  "genCounter" : 0,
  "processes" : [
  {
    "uuid" : "39c5738b-b321-3865-a731-68064c4f7a6f",
    "states" : [
      "daemon",
      "idle"
    ],
    "lifetimeMax" : 188,
    "age" : 948223699030,
    "purgeable" : 0,
    "fds" : 25,
    "coalition" : 422,
    "rpages" : 177,
    "pid" : 282,
    "idleDelta" : 824711280,
    "name" : "com.apple.Safari.SafeBrowsing.Se",
    "cpuTime" : 10.275422000000001
  },
  // ...
  {
    "uuid" : "83dbf121-7c0c-3ab5-9b66-77ee926e1561",
    "states" : [
      "frontmost"
    ],
    "killDelta" : 2592,
    "genCount" : 0,
    "age" : 1531004794,
    "purgeable" : 0,
    "fds" : 50,
    "coalition" : 1047,
    "rpages" : 92806,
    "reason" : "per-process-limit",
    "pid" : 2384,
    "cpuTime" : 59.464373999999999,
    "name" : "Test",
    "lifetimeMax" : 92806
  },
  // ...
 ]
}
{"bug_type":"298","timestamp":"2020-03-19 17:30:28.39 +0800","os_version":"iPhone OS 13.3.1 (17D50)","incident_id":"7F111601-BC7A-4BD7-A468-CE3370053057"}
{
  "crashReporterKey" : "bc2445adc164c399b330f812a48248e029e26276",
  "kernel" : "Darwin Kernel Version 19.3.0: Thu Jan  9 21:11:10 PST 2020; root:xnu-6153.82.3~1\/RELEASE_ARM64_T8030",
  "product" : "iPhone12,3",
  "incident" : "7F111601-BC7A-4BD7-A468-CE3370053057",
  "date" : "2020-03-19 17:30:28.39 +0800",
  "build" : "iPhone OS 13.3.1 (17D50)",
  "timeDelta" : 189,
  "memoryStatus" : {
  "compressorSize" : 66443,
  "compressions" : 25498129,
  "decompressions" : 15532621,
  "zoneMapCap" : 1395015680,
  "largestZone" : "APFS_4K_OBJS",
  "largestZoneSize" : 41222144,
  "pageSize" : 16384,
  "uncompressed" : 127027,
  "zoneMapSize" : 169639936,
  "memoryPages" : {
    "active" : 58652,
    "throttled" : 0,
    "fileBacked" : 20291,
    "wired" : 45838,
    "anonymous" : 96445,
    "purgeable" : 4,
    "inactive" : 54368,
    "free" : 5461,
    "speculative" : 3716
  }
},
  "largestProcess" : "杭城小刘",
  "genCounter" : 0,
  "processes" : [
  {
    "uuid" : "2dd5eb1e-fd31-36c2-99d9-bcbff44efbb7",
    "states" : [
      "daemon",
      "idle"
    ],
    "lifetimeMax" : 171,
    "age" : 5151034269954,
    "purgeable" : 0,
    "fds" : 50,
    "coalition" : 66,
    "rpages" : 164,
    "pid" : 11276,
    "idleDelta" : 3801132318,
    "name" : "wcd",
    "cpuTime" : 3.430787
  },
  // ...
  {
    "uuid" : "63158edc-915f-3a2b-975c-0e0ac4ed44c0",
    "states" : [
      "frontmost"
    ],
    "killDelta" : 4345,
    "genCount" : 0,
    "age" : 654480778,
    "purgeable" : 0,
    "fds" : 50,
    "coalition" : 1718,
    "rpages" : 134278,
    "reason" : "per-process-limit",
    "pid" : 14206,
    "cpuTime" : 23.955463999999999,
    "name" : "杭城小刘",
    "lifetimeMax" : 134278
  },
  // ...
 ]
}
// 1. Initialize the kernel memory allocator, 初始化 BSD 内存 Zone,这个 Zone 是基于 Mach 内核的zone 构建
kmeminit();

// 2. Initialise background freezing, iOS 上独有的特性,内存和进程的休眠的常驻监控线程
#if CONFIG_FREEZE
#ifndef CONFIG_MEMORYSTATUS
    #error "CONFIG_FREEZE defined without matching CONFIG_MEMORYSTATUS"
#endif
    /* Initialise background freezing */
    bsd_init_kprintf("calling memorystatus_freeze_init\n");
    memorystatus_freeze_init();
#endif>

// 3. iOS 独有,JetSAM(即低内存事件的常驻监控线程)
#if CONFIG_MEMORYSTATUS
    /* Initialize kernel memory status notifications */
    bsd_init_kprintf("calling memorystatus_init\n");
    memorystatus_init();
#endif /* CONFIG_MEMORYSTATUS */
#define MEMSTAT_BUCKET_COUNT (JETSAM_PRIORITY_MAX + 1)

typedef struct memstat_bucket {
    TAILQ_HEAD(, proc) list;
    int count;
} memstat_bucket_t;

memstat_bucket_t memstat_bucket[MEMSTAT_BUCKET_COUNT];
#define JETSAM_PRIORITY_IDLE_HEAD                -2
/* The value -1 is an alias to JETSAM_PRIORITY_DEFAULT */
#define JETSAM_PRIORITY_IDLE                      0
#define JETSAM_PRIORITY_IDLE_DEFERRED          1 /* Keeping this around till all xnu_quick_tests can be moved away from it.*/
#define JETSAM_PRIORITY_AGING_BAND1          JETSAM_PRIORITY_IDLE_DEFERRED
#define JETSAM_PRIORITY_BACKGROUND_OPPORTUNISTIC  2
#define JETSAM_PRIORITY_AGING_BAND2          JETSAM_PRIORITY_BACKGROUND_OPPORTUNISTIC
#define JETSAM_PRIORITY_BACKGROUND                3
#define JETSAM_PRIORITY_ELEVATED_INACTIVE      JETSAM_PRIORITY_BACKGROUND
#define JETSAM_PRIORITY_MAIL                      4
#define JETSAM_PRIORITY_PHONE                     5
#define JETSAM_PRIORITY_UI_SUPPORT                8
#define JETSAM_PRIORITY_FOREGROUND_SUPPORT        9
#define JETSAM_PRIORITY_FOREGROUND               10
#define JETSAM_PRIORITY_AUDIO_AND_ACCESSORY      12
#define JETSAM_PRIORITY_CONDUCTOR                13
#define JETSAM_PRIORITY_HOME                     16
#define JETSAM_PRIORITY_EXECUTIVE                17
#define JETSAM_PRIORITY_IMPORTANT                18
#define JETSAM_PRIORITY_CRITICAL                 19

#define JETSAM_PRIORITY_MAX                      21
/* For logging clarity */
static const char *memorystatus_kill_cause_name[] = {
    ""                                ,        /* kMemorystatusInvalid                            */
    "jettisoned"                    ,        /* kMemorystatusKilled                            */
    "highwater"                        ,        /* kMemorystatusKilledHiwat                        */
    "vnode-limit"                    ,        /* kMemorystatusKilledVnodes                    */
    "vm-pageshortage"                ,        /* kMemorystatusKilledVMPageShortage            */
    "proc-thrashing"                ,        /* kMemorystatusKilledProcThrashing                */
    "fc-thrashing"                    ,        /* kMemorystatusKilledFCThrashing                */
    "per-process-limit"                ,        /* kMemorystatusKilledPerProcessLimit            */
    "disk-space-shortage"            ,        /* kMemorystatusKilledDiskSpaceShortage            */
    "idle-exit"                        ,        /* kMemorystatusKilledIdleExit                    */
    "zone-map-exhaustion"            ,        /* kMemorystatusKilledZoneMapExhaustion            */
    "vm-compressor-thrashing"        ,        /* kMemorystatusKilledVMCompressorThrashing        */
    "vm-compressor-space-shortage"    ,        /* kMemorystatusKilledVMCompressorSpaceShortage    */
};
__private_extern__ void
memorystatus_init(void)
{
    // ...
  /* Initialize the jetsam_threads state array */
    jetsam_threads = kalloc(sizeof(struct jetsam_thread_state) * max_jetsam_threads);
  
    /* Initialize all the jetsam threads */
    for (i = 0; i < max_jetsam_threads; i++) {

        result = kernel_thread_start_priority(memorystatus_thread, NULL, 95 /* MAXPRI_KERNEL */, &jetsam_threads[i].thread);
        if (result == KERN_SUCCESS) {
            jetsam_threads[i].inited = FALSE;
            jetsam_threads[i].index = i;
            thread_deallocate(jetsam_threads[i].thread);
        } else {
            panic("Could not create memorystatus_thread %d", i);
        }
    }
}
/*
 *    High-level priority assignments
 *
 *************************************************************************
 * 127        Reserved (real-time)
 *                A
 *                +
 *            (32 levels)
 *                +
 *                V
 * 96        Reserved (real-time)
 * 95        Kernel mode only
 *                A
 *                +
 *            (16 levels)
 *                +
 *                V
 * 80        Kernel mode only
 * 79        System high priority
 *                A
 *                +
 *            (16 levels)
 *                +
 *                V
 * 64        System high priority
 * 63        Elevated priorities
 *                A
 *                +
 *            (12 levels)
 *                +
 *                V
 * 52        Elevated priorities
 * 51        Elevated priorities (incl. BSD +nice)
 *                A
 *                +
 *            (20 levels)
 *                +
 *                V
 * 32        Elevated priorities (incl. BSD +nice)
 * 31        Default (default base for threads)
 * 30        Lowered priorities (incl. BSD -nice)
 *                A
 *                +
 *            (20 levels)
 *                +
 *                V
 * 11        Lowered priorities (incl. BSD -nice)
 * 10        Lowered priorities (aged pri's)
 *                A
 *                +
 *            (11 levels)
 *                +
 *                V
 * 0        Lowered priorities (aged pri's / idle)
 *************************************************************************
 */
static void
memorystatus_thread(void *param __unused, wait_result_t wr __unused)
{
  //...
  while (memorystatus_action_needed()) {
        boolean_t killed;
        int32_t priority;
        uint32_t cause;
        uint64_t jetsam_reason_code = JETSAM_REASON_INVALID;
        os_reason_t jetsam_reason = OS_REASON_NULL;

        cause = kill_under_pressure_cause;
        switch (cause) {
            case kMemorystatusKilledFCThrashing:
                jetsam_reason_code = JETSAM_REASON_MEMORY_FCTHRASHING;
                break;
            case kMemorystatusKilledVMCompressorThrashing:
                jetsam_reason_code = JETSAM_REASON_MEMORY_VMCOMPRESSOR_THRASHING;
                break;
            case kMemorystatusKilledVMCompressorSpaceShortage:
                jetsam_reason_code = JETSAM_REASON_MEMORY_VMCOMPRESSOR_SPACE_SHORTAGE;
                break;
            case kMemorystatusKilledZoneMapExhaustion:
                jetsam_reason_code = JETSAM_REASON_ZONE_MAP_EXHAUSTION;
                break;
            case kMemorystatusKilledVMPageShortage:
                /* falls through */
            default:
                jetsam_reason_code = JETSAM_REASON_MEMORY_VMPAGESHORTAGE;
                cause = kMemorystatusKilledVMPageShortage;
                break;
        }

        /* Highwater */
        boolean_t is_critical = TRUE;
        if (memorystatus_act_on_hiwat_processes(&errors, &hwm_kill, &post_snapshot, &is_critical)) {
            if (is_critical == FALSE) {
                /*
                 * For now, don't kill any other processes.
                 */
                break;
            } else {
                goto done;
            }
        }

        jetsam_reason = os_reason_create(OS_REASON_JETSAM, jetsam_reason_code);
        if (jetsam_reason == OS_REASON_NULL) {
            printf("memorystatus_thread: failed to allocate jetsam reason\n");
        }

        if (memorystatus_act_aggressive(cause, jetsam_reason, &jld_idle_kills, &corpse_list_purged, &post_snapshot)) {
            goto done;
        }

        /*
         * memorystatus_kill_top_process() drops a reference,
         * so take another one so we can continue to use this exit reason
         * even after it returns
         */
        os_reason_ref(jetsam_reason);

        /* LRU */
        killed = memorystatus_kill_top_process(TRUE, sort_flag, cause, jetsam_reason, &priority, &errors);
        sort_flag = FALSE;

        if (killed) {
            if (memorystatus_post_snapshot(priority, cause) == TRUE) {

                    post_snapshot = TRUE;
            }

            /* Jetsam Loop Detection */
            if (memorystatus_jld_enabled == TRUE) {
                if ((priority == JETSAM_PRIORITY_IDLE) || (priority == system_procs_aging_band) || (priority == applications_aging_band)) {
                    jld_idle_kills++;
                } else {
                    /*
                     * We've reached into bands beyond idle deferred.
                     * We make no attempt to monitor them
                     */
                }
            }

            if ((priority >= JETSAM_PRIORITY_UI_SUPPORT) && (total_corpses_count() > 0) && (corpse_list_purged == FALSE)) {
                /*
                 * If we have jetsammed a process in or above JETSAM_PRIORITY_UI_SUPPORT
                 * then we attempt to relieve pressure by purging corpse memory.
                 */
                task_purge_all_corpses();
                corpse_list_purged = TRUE;
            }
            goto done;
        }
        
        if (memorystatus_avail_pages_below_critical()) {
            /*
             * Still under pressure and unable to kill a process - purge corpse memory
             */
            if (total_corpses_count() > 0) {
                task_purge_all_corpses();
                corpse_list_purged = TRUE;
            }

            if (memorystatus_avail_pages_below_critical()) {
                /*
                 * Still under pressure and unable to kill a process - panic
                 */
                panic("memorystatus_jetsam_thread: no victim! available pages:%llu\n", (uint64_t)memorystatus_available_pages);
            }
        }
            
done:    

}
static boolean_t
memorystatus_action_needed(void)
{
#if CONFIG_EMBEDDED
    return (is_reason_thrashing(kill_under_pressure_cause) ||
            is_reason_zone_map_exhaustion(kill_under_pressure_cause) ||
           memorystatus_available_pages <= memorystatus_available_pages_pressure);
#else /* CONFIG_EMBEDDED */
    return (is_reason_thrashing(kill_under_pressure_cause) ||
            is_reason_zone_map_exhaustion(kill_under_pressure_cause));
#endif /* CONFIG_EMBEDDED */
}
static boolean_t
memorystatus_act_aggressive(uint32_t cause, os_reason_t jetsam_reason, int *jld_idle_kills, boolean_t *corpse_list_purged, boolean_t *post_snapshot)
{
    // ...
  if ( (jld_bucket_count == 0) || 
             (jld_now_msecs > (jld_timestamp_msecs + memorystatus_jld_eval_period_msecs))) {

            /* 
             * Refresh evaluation parameters 
             */
            jld_timestamp_msecs     = jld_now_msecs;
            jld_idle_kill_candidates = jld_bucket_count;
            *jld_idle_kills         = 0;
            jld_eval_aggressive_count = 0;
            jld_priority_band_max    = JETSAM_PRIORITY_UI_SUPPORT;
        }
  //...
}
/* Jetsam Loop Detection */
if (max_mem <= (512 * 1024 * 1024)) {
    /* 512 MB devices */
memorystatus_jld_eval_period_msecs = 8000;    /* 8000 msecs == 8 second window */
} else {
    /* 1GB and larger devices */
memorystatus_jld_eval_period_msecs = 6000;    /* 6000 msecs == 6 second window */
}
devicecrash amount:MBtotal amount:MBpercentage of total
iPad112725649%
iPad227551253%
iPad3645102462%
iPad4(iOS 8.1)585102457%
Pad Mini 1st Generation29751258%
iPad Mini retina(iOS 7.1)696102468%
iPad Air697102468%
iPad Air 2(iOS 10.2.1)1383204868%
iPad Pro 9.7"(iOS 10.0.2 (14A456))1395197171%
iPad Pro 10.5”(iOS 11 beta4)3057400076%
iPad Pro 12.9” (2015)(iOS 11.2.1)3058399976%
iPad 10.2(iOS 13.2.3)1844299862%
iPod touch 4th gen(iOS 6.1.1)13025651%
iPod touch 5th gen28651256%
iPhone432551263%
iPhone4s28651256%
iPhone5645102462%
iPhone5s646102463%
iPhone6(iOS 8.x)645102462%
iPhone6 Plus(iOS 8.x)645102462%
iPhone6s(iOS 9.2)1396204868%
iPhone6s Plus(iOS 10.2.1)1396204868%
iPhoneSE(iOS 9.3)1395204868%
iPhone7(iOS 10.2)1395204868%
iPhone7 Plus(iOS 10.2.1)2040307266%
iPhone8(iOS 12.1)1364199070%
iPhoneX(iOS 11.2.1)1392278550%
iPhoneXS(iOS 12.1)2040375454%
iPhoneXS Max(iOS 12.1)2039373555%
iPhoneXR(iOS 12.1)1792281363%
iPhone11(iOS 13.1.3)2068384454%
iPhone11 Pro Max(iOS 13.2.3)2067374055%
timer = [NSTimer scheduledTimerWithTimeInterval:0.01 target:self selector:@selector(allocateMemory) userInfo:nil repeats:YES];

- (void)allocateMemory {
    UIImageView *imageView = [[UIImageView alloc] initWithFrame:CGRectMake(0, 0, 100, 100)];
    UIImage *image = [UIImage imageNamed:@"AppIcon"];
    imageView.image = image;
    [array addObject:imageView];
    
    memoryLimitSizeMB = [self usedSizeOfMemory];
    if (memoryWarningSizeMB && memoryLimitSizeMB) {
        NSLog(@"----- memory warnning:%dMB, memory limit:%dMB", memoryWarningSizeMB, memoryLimitSizeMB);
    }
}

- (int)usedSizeOfMemory {
    task_vm_info_data_t taskInfo;
    mach_msg_type_number_t infoCount = TASK_VM_INFO_COUNT;
    kern_return_t kernReturn = task_info(mach_task_self(), TASK_VM_INFO, (task_info_t)&taskInfo, &infoCount);

    if (kernReturn != KERN_SUCCESS) {
        return 0;
    }
    return (int)(taskInfo.phys_footprint/1024.0/1024.0);
}

Return Value

The number of bytes that the app may allocate before it hits its memory limit. If the calling process isn't an app, or if the process has already exceeded its memory limit, this function returns 0.

Discussion

Call this function to determine the amount of memory available to your app. The returned value corresponds to the current memory limit minus the memory footprint of your app at the time of the function call. Your app's memory footprint consists of the data that you allocated in RAM, and that must stay in RAM (or the equivalent) at all times. Memory limits can change during the app life cycle and don't necessarily correspond to the amount of physical memory available on the device.

Use the returned value as advisory information only and don't cache it. The precise value changes when your app does any work that affects memory, which can happen frequently.

Although this function lets you determine the amount of memory your app may safely consume, don't use it to maximize your app's memory usage. Significant memory use, even when under the current memory limit, affects system performance. For example, when your app consumes all of its available memory, the system may need to terminate other apps and system processes to accommodate your app's requests. Instead, always consume the smallest amount of memory you need to be responsive to the user's needs.

If you need more detailed information about the available memory resources, you can call task_info. However, be aware that task_info is an expensive call, whereas this function is much more efficient.

if (@available(iOS 13.0, *)) {
    return os_proc_available_memory() / 1024.0 / 1024.0;
}
#define MACH_TASK_BASIC_INFO     20         /* always 64-bit basic info */
struct mach_task_basic_info {
    mach_vm_size_t  virtual_size;       /* virtual memory size (bytes) */
    mach_vm_size_t  resident_size;      /* resident memory size (bytes) */
    mach_vm_size_t  resident_size_max;  /* maximum resident memory size (bytes) */
    time_value_t    user_time;          /* total user run time for
                                            terminated threads */
    time_value_t    system_time;        /* total system run time for
                                            terminated threads */
    policy_t        policy;             /* default policy for new threads */
    integer_t       suspend_count;      /* suspend count for task */
};
task_vm_info_data_t vmInfo;
mach_msg_type_number_t count = TASK_VM_INFO_COUNT;
kern_return_t kr = task_info(mach_task_self(), TASK_VM_INFO, (task_info_t)&vmInfo, &count);

if (kr != KERN_SUCCESS) {
    return ;
}
CGFloat memoryUsed = (CGFloat)(vmInfo.phys_footprint/1024.0/1024.0);
- (CGFloat)limitSizeOfMemory {
    if (@available(iOS 13.0, *)) {
        task_vm_info_data_t taskInfo;
        mach_msg_type_number_t infoCount = TASK_VM_INFO_COUNT;
        kern_return_t kernReturn = task_info(mach_task_self(), TASK_VM_INFO, (task_info_t)&taskInfo, &infoCount);

        if (kernReturn != KERN_SUCCESS) {
            return 0;
        }
        return (CGFloat)((taskInfo.phys_footprint + os_proc_available_memory()) / (1024.0 * 1024.0);
    }
    return 0;
}
typedef struct memorystatus_priority_entry {
  pid_t pid;
  int32_t priority;
  uint64_t user_data;
  int32_t limit;
  uint32_t state;
} memorystatus_priority_entry_t;
/* Commands */
#define MEMORYSTATUS_CMD_GET_PRIORITY_LIST            1
#define MEMORYSTATUS_CMD_SET_PRIORITY_PROPERTIES      2
#define MEMORYSTATUS_CMD_GET_JETSAM_SNAPSHOT          3
#define MEMORYSTATUS_CMD_GET_PRESSURE_STATUS          4
#define MEMORYSTATUS_CMD_SET_JETSAM_HIGH_WATER_MARK   5    /* Set active memory limit = inactive memory limit, both non-fatal    */
#define MEMORYSTATUS_CMD_SET_JETSAM_TASK_LIMIT          6    /* Set active memory limit = inactive memory limit, both fatal    */
#define MEMORYSTATUS_CMD_SET_MEMLIMIT_PROPERTIES      7    /* Set memory limits plus attributes independently            */
#define MEMORYSTATUS_CMD_GET_MEMLIMIT_PROPERTIES      8    /* Get memory limits plus attributes                    */
#define MEMORYSTATUS_CMD_PRIVILEGED_LISTENER_ENABLE   9    /* Set the task's status as a privileged listener w.r.t memory notifications  */
#define MEMORYSTATUS_CMD_PRIVILEGED_LISTENER_DISABLE  10   /* Reset the task's status as a privileged listener w.r.t memory notifications  */
#define MEMORYSTATUS_CMD_AGGRESSIVE_JETSAM_LENIENT_MODE_ENABLE  11   /* Enable the 'lenient' mode for aggressive jetsam. See comments in kern_memorystatus.c near the top. */
#define MEMORYSTATUS_CMD_AGGRESSIVE_JETSAM_LENIENT_MODE_DISABLE 12   /* Disable the 'lenient' mode for aggressive jetsam. */
#define MEMORYSTATUS_CMD_GET_MEMLIMIT_EXCESS          13   /* Compute how much a process's phys_footprint exceeds inactive memory limit */
#define MEMORYSTATUS_CMD_ELEVATED_INACTIVEJETSAMPRIORITY_ENABLE     14 /* Set the inactive jetsam band for a process to JETSAM_PRIORITY_ELEVATED_INACTIVE */
#define MEMORYSTATUS_CMD_ELEVATED_INACTIVEJETSAMPRIORITY_DISABLE     15 /* Reset the inactive jetsam band for a process to the default band (0)*/
#define MEMORYSTATUS_CMD_SET_PROCESS_IS_MANAGED       16   /* (Re-)Set state on a process that marks it as (un-)managed by a system entity e.g. assertiond */
#define MEMORYSTATUS_CMD_GET_PROCESS_IS_MANAGED       17   /* Return the 'managed' status of a process */
#define MEMORYSTATUS_CMD_SET_PROCESS_IS_FREEZABLE     18   /* Is the process eligible for freezing? Apps and extensions can pass in FALSE to opt out of freezing, i.e.,
struct memorystatus_priority_entry memStatus[NUM_ENTRIES];
size_t count = sizeof(struct memorystatus_priority_entry) * NUM_ENTRIES;
int kernResult = memorystatus_control(MEMORYSTATUS_CMD_GET_PRIORITY_LIST, 0, 0, memStatus, count);
if (rc < 0) {
  NSLog(@"memorystatus_control"); 
    return ;
}

int entry = 0;
for (; rc > 0; rc -= sizeof(struct memorystatus_priority_entry)){
  printf ("PID: %5d\tPriority:%2d\tUser Data: %llx\tLimit:%2d\tState:%s\n",
          memstatus[entry].pid,
          memstatus[entry].priority,
          memstatus[entry].user_data,
          memstatus[entry].limit,
          state_to_text(memstatus[entry].state));
  entry++;
}
// 实验1
NSMutableArray *array = [NSMutableArray array];
for (NSInteger index = 0; index < 10000000; index++) {
  NSString *filePath = [[NSBundle mainBundle] pathForResource:@"Info" ofType:@"plist"];
  NSData *data = [NSData dataWithContentsOfFile:filePath];
  [array addObject:data];
}
// 实验2
// ViewController.m
- (void)viewDidLoad {
    [super viewDidLoad];
    dispatch_async(dispatch_get_global_queue(0, 0), ^{
        NSMutableArray *array = [NSMutableArray array];
        for (NSInteger index = 0; index < 10000000; index++) {
            NSString *filePath = [[NSBundle mainBundle] pathForResource:@"Info" ofType:@"plist"];
            NSData *data = [NSData dataWithContentsOfFile:filePath];
            [array addObject:data];
        }
    });
}
- (void)didReceiveMemoryWarning
{
    NSLog(@"2");
}

// AppDelegate.m
- (void)applicationDidReceiveMemoryWarning:(UIApplication *)application
{
    NSLog(@"1");
}
void *
malloc(size_t size)
{
    void *retval;
    retval = malloc_zone_malloc(default_zone, size);
    if (retval == NULL) {
        errno = ENOMEM;
    }
    return retval;
}

void *
calloc(size_t num_items, size_t size)
{
    void *retval;
    retval = malloc_zone_calloc(default_zone, num_items, size);
    if (retval == NULL) {
        errno = ENOMEM;
    }
    return retval;
}
typedef struct {
    malloc_zone_t malloc_zone;
    uint8_t pad[PAGE_MAX_SIZE - sizeof(malloc_zone_t)];
} virtual_default_zone_t;

static virtual_default_zone_t virtual_default_zone
__attribute__((section("__DATA,__v_zone")))
__attribute__((aligned(PAGE_MAX_SIZE))) = {
    NULL,
    NULL,
    default_zone_size,
    default_zone_malloc,
    default_zone_calloc,
    default_zone_valloc,
    default_zone_free,
    default_zone_realloc,
    default_zone_destroy,
    DEFAULT_MALLOC_ZONE_STRING,
    default_zone_batch_malloc,
    default_zone_batch_free,
    &default_zone_introspect,
    10,
    default_zone_memalign,
    default_zone_free_definite_size,
    default_zone_pressure_relief,
    default_zone_malloc_claimed_address,
};

static malloc_zone_t *default_zone = &virtual_default_zone.malloc_zone;

static void *
default_zone_malloc(malloc_zone_t *zone, size_t size)
{
    zone = runtime_default_zone();
    
    return zone->malloc(zone, size);
}


MALLOC_ALWAYS_INLINE
static inline malloc_zone_t *
runtime_default_zone() {
    return (lite_zone) ? lite_zone : inline_malloc_default_zone();
}
static inline malloc_zone_t *
inline_malloc_default_zone(void)
{
    _malloc_initialize_once();
    // malloc_report(ASL_LEVEL_INFO, "In inline_malloc_default_zone with %d %d\n", malloc_num_zones, malloc_has_debug_zone);
    return malloc_zones[0];
}
malloc_zone_t *
create_scalable_zone(size_t initial_size, unsigned debug_flags) {
    return (malloc_zone_t *) create_scalable_szone(initial_size, debug_flags);
}
void *malloc_zone_malloc(malloc_zone_t *zone, size_t size)
{
  MALLOC_TRACE(TRACE_malloc | DBG_FUNC_START, (uintptr_t)zone, size, 0, 0);
  void *ptr;
  if (malloc_check_start && (malloc_check_counter++ >= malloc_check_start)) {
    internal_check();
  }
  if (size > MALLOC_ABSOLUTE_MAX_SIZE) {
    return NULL;
  }
  ptr = zone->malloc(zone, size);
  // 在 zone 分配完内存后就开始使用 malloc_logger 进行进行记录
  if (malloc_logger) {
    malloc_logger(MALLOC_LOG_TYPE_ALLOCATE | MALLOC_LOG_TYPE_HAS_ZONE, (uintptr_t)zone, (uintptr_t)size, 0, (uintptr_t)ptr, 0);
  }
  MALLOC_TRACE(TRACE_malloc | DBG_FUNC_END, (uintptr_t)zone, size, (uintptr_t)ptr, 0);
  return ptr;
}
// Initialize the security token.
szone->cookie = (uintptr_t)malloc_entropy[0];

szone->basic_zone.version = 12;
szone->basic_zone.size = (void *)szone_size;
szone->basic_zone.malloc = (void *)szone_malloc;
szone->basic_zone.calloc = (void *)szone_calloc;
szone->basic_zone.valloc = (void *)szone_valloc;
szone->basic_zone.free = (void *)szone_free;
szone->basic_zone.realloc = (void *)szone_realloc;
szone->basic_zone.destroy = (void *)szone_destroy;
szone->basic_zone.batch_malloc = (void *)szone_batch_malloc;
szone->basic_zone.batch_free = (void *)szone_batch_free;
szone->basic_zone.introspect = (struct malloc_introspection_t *)&szone_introspect;
szone->basic_zone.memalign = (void *)szone_memalign;
szone->basic_zone.free_definite_size = (void *)szone_free_definite_size;
szone->basic_zone.pressure_relief = (void *)szone_pressure_relief;
szone->basic_zone.claimed_address = (void *)szone_claimed_address;
// For logging VM allocation and deallocation, arg1 here
// is the mach_port_name_t of the target task in which the
// alloc or dealloc is occurring. For example, for mmap()
// that would be mach_task_self(), but for a cross-task-capable
// call such as mach_vm_map(), it is the target task.

typedef void (malloc_logger_t)(uint32_t type, uintptr_t arg1, uintptr_t arg2, uintptr_t arg3, uintptr_t result, uint32_t num_hot_frames_to_skip);

extern malloc_logger_t *__syscall_logger;
  1. // 方法1: 19.6M
    UIImage *imageResult = [self scaleImage:[UIImage imageNamed:@"test"]                                                  newSize:CGSizeMake(self.view.frame.size.width, self.view.frame.size.height)];
    self.imageView.image = imageResult;
    
    // 方法2: 14M
    NSData *data = UIImagePNGRepresentation([UIImage imageNamed:@"test"]);
    UIImage *imageResult = [self scaledImageWithData:data                     withSize:CGSizeMake(self.view.frame.size.width, self.view.frame.size.height) scale:3 orientation:UIImageOrientationUp];
    self.imageView.image = imageResult;
    
    - (UIImage *)scaleImage:(UIImage *)image newSize:(CGSize)newSize
    {
        UIGraphicsBeginImageContextWithOptions(newSize, NO, 0);
        [image drawInRect:CGRectMake(0, 0, newSize.width, newSize.height)];
        UIImage *newImage = UIGraphicsGetImageFromCurrentImageContext();
        UIGraphicsEndImageContext();
        return newImage;
    }
    
    - (UIImage *)scaledImageWithData:(NSData *)data withSize:(CGSize)size scale:(CGFloat)scale orientation:(UIImageOrientation)orientation
    {
        CGFloat maxPixelSize = MAX(size.width, size.height);
        CGImageSourceRef sourceRef = CGImageSourceCreateWithData((__bridge CFDataRef)data, nil);
        NSDictionary *options = @{(__bridge id)kCGImageSourceCreateThumbnailFromImageAlways : (__bridge id)kCFBooleanTrue,
                                  (__bridge id)kCGImageSourceThumbnailMaxPixelSize : [NSNumber numberWithFloat:maxPixelSize]};
        CGImageRef imageRef = CGImageSourceCreateThumbnailAtIndex(sourceRef, 0, (__bridge CFDictionaryRef)options);
        UIImage *resultImage = [UIImage imageWithCGImage:imageRef scale:scale orientation:orientation];
        CGImageRelease(imageRef);
        CFRelease(sourceRef);
        return resultImage;
    }
  1. // 实验1
    NSMutableArray *array = [NSMutableArray array];
    for (NSInteger index = 0; index < 10000000; index++) {
     NSString *indexStrng = [NSString stringWithFormat:@"%zd", index];
     NSString *resultString = [NSString stringWithFormat:@"%zd-%@", index, indexStrng];
     [array addObject:resultString];
    }
    
    // 实验2
    NSMutableArray *array = [NSMutableArray array];
    for (NSInteger index = 0; index < 10000000; index++) {
     @autoreleasepool {
     NSString *indexStrng = [NSString stringWithFormat:@"%zd", index];
     NSString *resultString = [NSString stringWithFormat:@"%zd-%@", index, indexStrng];
     [array addObject:resultString];
     }
    }

NSURLConnection
NSURLSession
CFNetwork

/*
 * Sent when complete statistics information has been collected for the task.
 */
- (void)URLSession:(NSURLSession *)session task:(NSURLSessionTask *)task didFinishCollectingMetrics:(NSURLSessionTaskMetrics *)metrics API_AVAILABLE(macosx(10.12), ios(10.0), watchos(3.0), tvos(10.0));
@interface NSURLSessionTaskMetrics : NSObject

/*
 * transactionMetrics array contains the metrics collected for every request/response transaction created during the task execution.
 */
@property (copy, readonly) NSArray<NSURLSessionTaskTransactionMetrics *> *transactionMetrics;

/*
 * Interval from the task creation time to the task completion time.
 * Task creation time is the time when the task was instantiated.
 * Task completion time is the time when the task is about to change its internal state to completed.
 */
@property (copy, readonly) NSDateInterval *taskInterval;

/*
 * redirectCount is the number of redirects that were recorded.
 */
@property (assign, readonly) NSUInteger redirectCount;

- (instancetype)init API_DEPRECATED("Not supported", macos(10.12,10.15), ios(10.0,13.0), watchos(3.0,6.0), tvos(10.0,13.0));
+ (instancetype)new API_DEPRECATED("Not supported", macos(10.12,10.15), ios(10.0,13.0), watchos(3.0,6.0), tvos(10.0,13.0));

@end
/*
 * This class defines the performance metrics collected for a request/response transaction during the task execution.
 */
API_AVAILABLE(macosx(10.12), ios(10.0), watchos(3.0), tvos(10.0))
@interface NSURLSessionTaskTransactionMetrics : NSObject

/*
 * Represents the transaction request. 请求事务
 */
@property (copy, readonly) NSURLRequest *request;

/*
 * Represents the transaction response. Can be nil if error occurred and no response was generated. 响应事务
 */
@property (nullable, copy, readonly) NSURLResponse *response;

/*
 * For all NSDate metrics below, if that aspect of the task could not be completed, then the corresponding “EndDate” metric will be nil.
 * For example, if a name lookup was started but the name lookup timed out, failed, or the client canceled the task before the name could be resolved -- then while domainLookupStartDate may be set, domainLookupEndDate will be nil along with all later metrics.
 */

/*
 * 客户端开始请求的时间,无论是从服务器还是从本地缓存中获取
 * fetchStartDate returns the time when the user agent started fetching the resource, whether or not the resource was retrieved from the server or local resources.
 *
 * The following metrics will be set to nil, if a persistent connection was used or the resource was retrieved from local resources:
 *
 *   domainLookupStartDate
 *   domainLookupEndDate
 *   connectStartDate
 *   connectEndDate
 *   secureConnectionStartDate
 *   secureConnectionEndDate
 */
@property (nullable, copy, readonly) NSDate *fetchStartDate;

/*
 * domainLookupStartDate returns the time immediately before the user agent started the name lookup for the resource. DNS 开始解析的时间
 */
@property (nullable, copy, readonly) NSDate *domainLookupStartDate;

/*
 * domainLookupEndDate returns the time after the name lookup was completed. DNS 解析完成的时间
 */
@property (nullable, copy, readonly) NSDate *domainLookupEndDate;

/*
 * connectStartDate is the time immediately before the user agent started establishing the connection to the server.
 *
 * For example, this would correspond to the time immediately before the user agent started trying to establish the TCP connection. 客户端与服务端开始建立 TCP 连接的时间
 */
@property (nullable, copy, readonly) NSDate *connectStartDate;

/*
 * If an encrypted connection was used, secureConnectionStartDate is the time immediately before the user agent started the security handshake to secure the current connection. HTTPS 的 TLS 握手开始的时间
 *
 * For example, this would correspond to the time immediately before the user agent started the TLS handshake. 
 *
 * If an encrypted connection was not used, this attribute is set to nil.
 */
@property (nullable, copy, readonly) NSDate *secureConnectionStartDate;

/*
 * If an encrypted connection was used, secureConnectionEndDate is the time immediately after the security handshake completed. HTTPS 的 TLS 握手结束的时间
 *
 * If an encrypted connection was not used, this attribute is set to nil.
 */
@property (nullable, copy, readonly) NSDate *secureConnectionEndDate;

/*
 * connectEndDate is the time immediately after the user agent finished establishing the connection to the server, including completion of security-related and other handshakes. 客户端与服务器建立 TCP 连接完成的时间,包括 TLS 握手时间
 */
@property (nullable, copy, readonly) NSDate *connectEndDate;

/*
 * requestStartDate is the time immediately before the user agent started requesting the source, regardless of whether the resource was retrieved from the server or local resources.
 客户端请求开始的时间,可以理解为开始传输 HTTP 请求的 header 的第一个字节时间
 *
 * For example, this would correspond to the time immediately before the user agent sent an HTTP GET request.
 */
@property (nullable, copy, readonly) NSDate *requestStartDate;

/*
 * requestEndDate is the time immediately after the user agent finished requesting the source, regardless of whether the resource was retrieved from the server or local resources.
 客户端请求结束的时间,可以理解为 HTTP 请求的最后一个字节传输完成的时间
 *
 * For example, this would correspond to the time immediately after the user agent finished sending the last byte of the request.
 */
@property (nullable, copy, readonly) NSDate *requestEndDate;

/*
 * responseStartDate is the time immediately after the user agent received the first byte of the response from the server or from local resources.
 客户端从服务端接收响应的第一个字节的时间
 *
 * For example, this would correspond to the time immediately after the user agent received the first byte of an HTTP response.
 */
@property (nullable, copy, readonly) NSDate *responseStartDate;

/*
 * responseEndDate is the time immediately after the user agent received the last byte of the resource. 客户端从服务端接收到最后一个请求的时间
 */
@property (nullable, copy, readonly) NSDate *responseEndDate;

/*
 * The network protocol used to fetch the resource, as identified by the ALPN Protocol ID Identification Sequence [RFC7301].
 * E.g., h2, http/1.1, spdy/3.1.
 网络协议名,比如 http/1.1, spdy/3.1
 *
 * When a proxy is configured AND a tunnel connection is established, then this attribute returns the value for the tunneled protocol.
 *
 * For example:
 * If no proxy were used, and HTTP/2 was negotiated, then h2 would be returned.
 * If HTTP/1.1 were used to the proxy, and the tunneled connection was HTTP/2, then h2 would be returned.
 * If HTTP/1.1 were used to the proxy, and there were no tunnel, then http/1.1 would be returned.
 *
 */
@property (nullable, copy, readonly) NSString *networkProtocolName;

/*
 * This property is set to YES if a proxy connection was used to fetch the resource.
    该连接是否使用了代理
 */
@property (assign, readonly, getter=isProxyConnection) BOOL proxyConnection;

/*
 * This property is set to YES if a persistent connection was used to fetch the resource.
 是否复用了现有连接
 */
@property (assign, readonly, getter=isReusedConnection) BOOL reusedConnection;

/*
 * Indicates whether the resource was loaded, pushed or retrieved from the local cache.
 获取资源来源
 */
@property (assign, readonly) NSURLSessionTaskMetricsResourceFetchType resourceFetchType;

/*
 * countOfRequestHeaderBytesSent is the number of bytes transferred for request header.
 请求头的字节数
 */
@property (readonly) int64_t countOfRequestHeaderBytesSent API_AVAILABLE(macos(10.15), ios(13.0), watchos(6.0), tvos(13.0));

/*
 * countOfRequestBodyBytesSent is the number of bytes transferred for request body.
 请求体的字节数
 * It includes protocol-specific framing, transfer encoding, and content encoding.
 */
@property (readonly) int64_t countOfRequestBodyBytesSent API_AVAILABLE(macos(10.15), ios(13.0), watchos(6.0), tvos(13.0));

/*
 * countOfRequestBodyBytesBeforeEncoding is the size of upload body data, file, or stream.
 上传体数据、文件、流的大小
 */
@property (readonly) int64_t countOfRequestBodyBytesBeforeEncoding API_AVAILABLE(macos(10.15), ios(13.0), watchos(6.0), tvos(13.0));

/*
 * countOfResponseHeaderBytesReceived is the number of bytes transferred for response header.
 响应头的字节数
 */
@property (readonly) int64_t countOfResponseHeaderBytesReceived API_AVAILABLE(macos(10.15), ios(13.0), watchos(6.0), tvos(13.0));

/*
 * countOfResponseBodyBytesReceived is the number of bytes transferred for response body.
 响应体的字节数
 * It includes protocol-specific framing, transfer encoding, and content encoding.
 */
@property (readonly) int64_t countOfResponseBodyBytesReceived API_AVAILABLE(macos(10.15), ios(13.0), watchos(6.0), tvos(13.0));

/*
 * countOfResponseBodyBytesAfterDecoding is the size of data delivered to your delegate or completion handler.
给代理方法或者完成后处理的回调的数据大小
 
 */
@property (readonly) int64_t countOfResponseBodyBytesAfterDecoding API_AVAILABLE(macos(10.15), ios(13.0), watchos(6.0), tvos(13.0));

/*
 * localAddress is the IP address string of the local interface for the connection.
  

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