Android性能优化第（十 一）篇---卡顿分析，正确评测流畅
2017-02-07 本文已影响6444人
LooperJing
转载请注明文章出处LooperJing！
一、FPS评测应用流畅度不准确
说到应用的流畅度，都会想到FPS，系统获取FPS的原理是：手机屏幕显示的内容是通过Android系统的SurfaceFLinger类，把当前系统里所有进程需要显示的信息合成一帧，然后提交到屏幕上进行显示，FPS就是1秒内SurfaceFLinger提交到屏幕的帧数。用FPS来评测一个应用是否真的卡顿存在两个问题。
- 有的时候FPS很低，APP看起来却很流畅；
- APP停止操作之后，FPS还是在一直变化，这种情况是否会影响到FPS的准确度？
有的时候FPS很低，APP看起来却很流畅，是因为当前界面在1秒内只需要10帧的显示需求，当然不会卡顿，此时FPS只要高于10就可以了，如果屏幕根本没有绘制需求，那FPS的值就是0。
Android性能优化第（四）篇---Android渲染机制说过，Android系统每隔16ms发出VSYNC信号，触发对UI的渲染，16ms没完成绘制就会卡顿。VSync机制就像是一台转速固定的发动机(60转/s)。每一转会带动着去做一些UI相关的事情，但不是每一转都会有工作去做(就像有时在空挡，有时在D档)。有时候因为各种阻力某一圈工作量比较重超过了16.6ms，那么这台发动机这秒内就不是60转了，当然也有可能被其他因素影响，比如给油不足(主线程里干的活太多)等等，就会出现转速降低的状况。我们把这个转速叫做流畅度。当流畅度越小的时候说明当前程序越卡顿。
二、Choreographer帧率检测原理
我们有时候会看到这样的log，系统帮助我们打印出了跳帧数。
02-07 19:47:04.333 17601-17604/zhangwan.wj.com.choreographertest D/dalvikvm: GC_CONCURRENT freed 143K, 3% free 9105K/9384K, paused 2ms+0ms, total 6ms
02-07 19:47:04.337 17601-17601/zhangwan.wj.com.choreographertest I/Choreographer: Skipped 60 frames! The application may be doing too much work on its main thread.
02-07 19:47:11.685 17601-17601/zhangwan.wj.com.choreographertest I/Choreographer: Skipped 85 frames! The application may be doing too much work on its main thread.
02-07 19:47:12.545 17601-17601/zhangwan.wj.com.choreographertest I/Choreographer: Skipped 37 frames! The application may be doing too much work on its main thread.
02-07 19:47:14.893 17601-17601/zhangwan.wj.com.choreographertest I/Choreographer: Skipped 37 frames! The application may be doing too much work on its main thread.
02-07 19:47:23.049 17601-17601/zhangwan.wj.com.choreographertest I/Choreographer: Skipped 36 frames! The application may be doing too much work on its main thread.
02-07 19:47:23.929 17601-17601/zhangwan.wj.com.choreographertest I/Choreographer: Skipped 37 frames! The application may be doing too much work on its main thread.
02-07 19:47:24.961 17601-17601/zhangwan.wj.com.choreographertest I/Choreographer: Skipped 61 frames! The application may be doing too much work on its main thread.
02-07 19:47:25.817 17601-17601/zhangwan.wj.com.choreographertest I/Choreographer: Skipped 36 frames! The application may be doing too much work on its main thread.
02-07 19:47:26.433 17601-17601/zhangwan.wj.com.choreographertest I/Choreographer: Skipped 36 frames! The application may be doing too much work on its main thread.
这个log就出自于Choreographer中（英[ˌkɒrɪ'ɒɡrəfə(r)] 美[ˌkɒrɪ'ɒɡrəfə(r)]）。
void doFrame(long frameTimeNanos, int frame) {
final long startNanos;
synchronized (mLock) {
if (!mFrameScheduled) {
return; // no work to do
}
if (DEBUG_JANK && mDebugPrintNextFrameTimeDelta) {
mDebugPrintNextFrameTimeDelta = false;
Log.d(TAG, "Frame time delta: "
+ ((frameTimeNanos - mLastFrameTimeNanos) * 0.000001f) + " ms");
}
long intendedFrameTimeNanos = frameTimeNanos;
startNanos = System.nanoTime();
final long jitterNanos = startNanos - frameTimeNanos;
if (jitterNanos >= mFrameIntervalNanos) {
final long skippedFrames = jitterNanos / mFrameIntervalNanos;
if (skippedFrames >= SKIPPED_FRAME_WARNING_LIMIT) {
Log.i(TAG, "Skipped " + skippedFrames + " frames! "
+ "The application may be doing too much work on its main thread.");
}
final long lastFrameOffset = jitterNanos % mFrameIntervalNanos;
if (DEBUG_JANK) {
Log.d(TAG, "Missed vsync by " + (jitterNanos * 0.000001f) + " ms "
+ "which is more than the frame interval of "
+ (mFrameIntervalNanos * 0.000001f) + " ms! "
+ "Skipping " + skippedFrames + " frames and setting frame "
+ "time to " + (lastFrameOffset * 0.000001f) + " ms in the past.");
}
frameTimeNanos = startNanos - lastFrameOffset;
}
}
}
其中SKIPPED_FRAME_WARNING_LIMIT是Choreographer的成员变量。
// Set a limit to warn about skipped frames.
// Skipped frames imply jank.
private static final int SKIPPED_FRAME_WARNING_LIMIT =SystemProperties.getInt( "debug.choreographer.skipwarning", 30);
也就是当跳帧数大于设置的SKIPPED_FRAME_WARNING_LIMIT 值时会在当前进程输出这个log。由于 SKIPPED_FRAME_WARNING_LIMIT 的值默认为 30，所以上面的log并不是经常看到，如果我们用反射的方法把SKIPPED_FRAME_WARNING_LIMIT的值设置成1，这样可以保证只要有丢帧，就会有上面的log输出来。
static {
try {
Field field = Choreographer.class.getDeclaredField("SKIPPED_FRAME_WARNING_LIMIT");
field.setAccessible(true);
field.set(Choreographer.class,1);
} catch (Throwable e) {
e.printStackTrace();
}
}
注意，这个方案是 API 16 以上才支持。Choreographer就是一个消息处理器，根据vsync 信号 来计算frame，而计算frame的方式就是处理三种回调，包括事件回调、动画回调、绘制回调。这三种事件在消息输入、加入动画、准备绘图layout 等动作时均会发给Choreographer。一句话，我们只要捕获这个log提取出skippedFrames 就可以知道界面是否卡顿。
三、如何检测
采用上面的方式就可以在App内部观测当前App的流畅度了。并且在丢帧的地方打印，就可以知道丢帧的大概原因，大概位置，定位代码问题。
在Choreographer中有个回调接口，FrameCallback。
public interface FrameCallback {
//当新的一帧被绘制的时候被调用。
public void doFrame(long frameTimeNanos);
}
根据上面的代码，重写doFrame方法，所以照葫芦画瓢，自定义FrameCallback。我们可以在每一帧被渲染的时候记录下它开始渲染的时间，这样在下一帧被处理时，判断上一帧在渲染过程中是否出现掉帧。
public class SMFrameCallback implements Choreographer.FrameCallback {
public static SMFrameCallback sInstance;
private String TAG="SMFrameCallback";
public static final float deviceRefreshRateMs=16.6f;
public static long lastFrameTimeNanos=0;//纳秒为单位
public static long currentFrameTimeNanos=0;
public void start() {
Choreographer.getInstance().postFrameCallback(SMFrameCallback.getInstance());
}
public static SMFrameCallback getInstance() {
if (sInstance == null) {
sInstance = new SMFrameCallback();
}
return sInstance;
}
@Override
public void doFrame(long frameTimeNanos) {
if(lastFrameTimeNanos==0){
lastFrameTimeNanos=frameTimeNanos;
Choreographer.getInstance().postFrameCallback(this);
return;
}
currentFrameTimeNanos=frameTimeNanos;
float value=(currentFrameTimeNanos-lastFrameTimeNanos)/1000000.0f;
final int skipFrameCount = skipFrameCount(lastFrameTimeNanos, currentFrameTimeNanos, deviceRefreshRateMs);
Log.e(TAG,"两次绘制时间间隔value="+value+" frameTimeNanos="+frameTimeNanos+" currentFrameTimeNanos="+currentFrameTimeNanos+" skipFrameCount="+skipFrameCount+"");
lastFrameTimeNanos=currentFrameTimeNanos;
Choreographer.getInstance().postFrameCallback(this);
}
/**
*
*计算跳过多少帧
* @param start
* @param end
* @param devicefreshRate
* @return
*/
private int skipFrameCount(long start,long end,float devicefreshRate){
int count =0;
long diffNs=end-start;
long diffMs = Math.round(diffNs / 1000000.0f);
long dev=Math.round(devicefreshRate);
if(diffMs>dev){
long skipCount=diffMs/dev;
count=(int)skipCount;
}
return count;
}
}
在需要检测的Activity中调用 SMFrameCallback.getInstance().start()即可。一般优化一下，可以在BaseActivity去调用或者Activitylifecyclecallbacks中去调用.
正常情况下输出的日志是：
02-07 20:18:52.605 6683-6683/zhangwan.wj.com.choreographertest E/SMFrameCallback: 两次绘制时间间隔value=16.666666 frameTimeNanos=6996166386820 currentFrameTimeNanos=6996166386820 skipFrameCount=0
02-07 20:18:52.621 6683-6683/zhangwan.wj.com.choreographertest E/SMFrameCallback: 两次绘制时间间隔value=16.666666 frameTimeNanos=6996183053486 currentFrameTimeNanos=6996183053486 skipFrameCount=0
02-07 20:18:52.637 6683-6683/zhangwan.wj.com.choreographertest E/SMFrameCallback: 两次绘制时间间隔value=16.666666 frameTimeNanos=6996199720152 currentFrameTimeNanos=6996199720152 skipFrameCount=0
02-07 20:18:52.657 6683-6683/zhangwan.wj.com.choreographertest E/SMFrameCallback: 两次绘制时间间隔value=16.666666 frameTimeNanos=6996216386818 currentFrameTimeNanos=6996216386818 skipFrameCount=0
02-07 20:18:52.673 6683-6683/zhangwan.wj.com.choreographertest E/SMFrameCallback: 两次绘制时间间隔value=16.666666 frameTimeNanos=6996233053484 currentFrameTimeNanos=6996233053484 skipFrameCount=0
02-07 20:18:52.689 6683-6683/zhangwan.wj.com.choreographertest E/SMFrameCallback: 两次绘制时间间隔value=16.666666 frameTimeNanos=6996249720150 currentFrameTimeNanos=6996249720150 skipFrameCount=0
有跳帧的时候输出的日志是
02-07 20:21:53.909 9530-9530/zhangwan.wj.com.choreographertest E/SMFrameCallback: 两次绘制时间间隔value=16.666666 frameTimeNanos=7177466379568 currentFrameTimeNanos=7177466379568 skipFrameCount=0
02-07 20:21:53.925 9530-9530/zhangwan.wj.com.choreographertest E/SMFrameCallback: 两次绘制时间间隔value=16.666666 frameTimeNanos=7177483046234 currentFrameTimeNanos=7177483046234 skipFrameCount=0
02-07 20:21:54.133 9530-9530/zhangwan.wj.com.choreographertest E/SMFrameCallback: 两次绘制时间间隔value=200.0 frameTimeNanos=7177683046226 currentFrameTimeNanos=7177683046226 skipFrameCount=11
02-07 20:21:54.745 9530-9530/zhangwan.wj.com.choreographertest E/SMFrameCallback: 两次绘制时间间隔value=616.6666 frameTimeNanos=7178299712868 currentFrameTimeNanos=7178299712868 skipFrameCount=36
02-07 20:21:54.757 9530-9530/zhangwan.wj.com.choreographertest E/SMFrameCallback: 两次绘制时间间隔value=16.666666 frameTimeNanos=7178316379534 currentFrameTimeNanos=7178316379534 skipFrameCount=0
02-07 20:21:54.773 9530-9530/zhangwan.wj.com.choreographertest E/SMFrameCallback: 两次绘制时间间隔value=16.666666 frameTimeNanos=7178333046200 currentFrameTimeNanos=7178333046200 skipFrameCount=0
02-07 20:21:54.789 9530-9530/zhangwan.wj.com.choreographertest E/SMFrameCallback: 两次绘制时间间隔value=16.666666 frameTimeNanos=7178349712866 currentFrameTimeNanos=7178349712866 skipFrameCount=0
看到两次绘制的时间间隔相差616.6666毫秒，跳过了36帧，这个卡顿用户是能够明显感知的。
Please accept mybest wishes for your happiness and success ！
