欢迎您访问程序员文章站本站旨在为大家提供分享程序员计算机编程知识!
您现在的位置是: 首页  >  IT编程

Android Glide图片加载框架--源码解析

程序员文章站 2022-08-29 13:30:40
文章目录一、简介二、源码解析1、如何阅读源码2、with()Android Glide图片加载框架系列文章Android Glide图片加载框架(一)基本用法Android Glide图片加载框架(二)源码解析一、简介在本系列的上一篇文章中,我们学习了Glide的基本用法,体验了这个图片加载框架的强大功能,以及它非常简便的API。还没有看过上一篇文章的朋友,建议先去阅读 Android Glide图片加载框架(一)基本用法。在多数情况下,我们想要在界面上加载并展示一张图片只需要...


Android Glide图片加载框架系列文章


一、简介


在本系列的上一篇文章中,我们学习了Glide的基本用法,体验了这个图片加载框架的强大功能,以及它非常简便的API。还没有看过上一篇文章的朋友,建议先去阅读 Android Glide图片加载框架(一)基本用法

在多数情况下,我们想要在界面上加载并展示一张图片只需要一行代码就能实现,如下所示:

Glide.with(this).load(url).into(img);

虽说只有这简简单单的一行代码,但大家可能不知道的是,Glide在背后帮我们默默执行了成吨的工作。这个形容词我想了很久,因为我觉得用非常多这个形容词不足以描述Glide背后的工作量,我查到的英文资料是用tons of work来进行形容的,因此我觉得这里使用成吨来形容更加贴切一些。

虽说我们在平时使用Glide的时候格外地简单和方便,但是知其然也要知其所以然。那么今天我们就来解析一下Glide的源码,看看它在这些简单用法的背后,到底执行了多么复杂的工作。


二、源码解析


1、如何阅读源码

在开始解析Glide源码之前,我想先和大家谈一下该如何阅读源码,这个问题也是我平时被问得比较多的,因为很多人都觉得阅读源码是一件比较困难的事情。

那么阅读源码到底困难吗?


这个当然主要还是要视具体的源码而定。比如同样是图片加载框架,我读Volley的源码时就感觉酣畅淋漓,并且对Volley的架构设计和代码质量深感佩服。读Glide的源码时却让我相当痛苦,代码极其难懂。当然这里我并不是说Glide的代码写得不好,只是因为Glide和复杂程度和Volley完全不是在一个量级上的。

那么,虽然源码的复杂程度是外在的不可变条件,但我们却可以通过一些技巧来提升自己阅读源码的能力。这里我和大家分享一下我平时阅读源码时所使用的技巧,简单概括就是八个字:抽丝剥茧、点到即止

应该认准一个功能点,然后去分析这个功能点是如何实现的。但只要去追寻主体的实现逻辑即可,千万不要试图去搞懂每一行代码都是什么意思,那样很容易会陷入到思维黑洞当中,而且越陷越深。因为这些庞大的系统都不是由一个人写出来的,每一行代码都想搞明白,就会感觉自己是在盲人摸象,永远也研究不透。如果只是去分析主体的实现逻辑,那么就有比较明确的目的性,这样阅读源码会更加轻松,也更加有成效。

而今天带大家阅读的Glide源码就非常适合使用这个技巧,因为Glide的源码太复杂了,千万不要试图去搞明白它每行代码的作用,而是应该只分析它的主体实现逻辑。

那么我们本篇文章就先确立好一个目标,就是要通过阅读源码搞明白下面这行代码:

Glide.with(this).load(url).into(img);

到底是如何实现将一张网络图片展示到ImageView上面的。先将Glide的一整套图片加载机制的基本流程梳理清楚,然后我们再通过后面的几篇文章具体去了解Glide源码方方面面的细节。

准备好了吗?那么我们现在开始。

既然是要阅读Glide的源码,那么我们自然需要先将Glide的源码下载下来。其实如果你是使用在build.gradle中添加依赖的方式将Glide引入到项目中的,那么源码自动就已经下载下来了,在Android Studio中就可以直接进行查看。

不过,使用添加依赖的方式引入的Glide,我们只能看到它的源码,但不能做任何的修改,如果你还需要修改它的源码的话,可以到GitHub上面将它的完整源码下载下来。

Glide的GitHub主页的地址是:https://github.com/bumptech/glide

不过在这个地址下载到的永远都是最新的源码,有可能还正在处于开发当中。而我们整个系列都是使用Glide 4.8.0这个版本来进行讲解的,因此如果你需要专门去下载4.8.0版本的源码,可以到这个地址进行下载:https://github.com/bumptech/glide/tree/v4.8.0


2、with()


with()方法是Glide类中的一组静态方法,它有好几个方法重载,我们来看一下Glide类中所有with()方法的方法重载:

public class Glide{

  ...
  
  @NonNull
  public static RequestManager with(@NonNull Context context) {
    return getRetriever(context).get(context);
  }

  @NonNull
  public static RequestManager with(@NonNull Activity activity) {
    return getRetriever(activity).get(activity);
  }

  @NonNull
  public static RequestManager with(@NonNull FragmentActivity activity) {
    return getRetriever(activity).get(activity);
  }

  @NonNull
  public static RequestManager with(@NonNull Fragment fragment) {
    return getRetriever(fragment.getActivity()).get(fragment);
  }

  @SuppressWarnings("deprecation")
  @Deprecated
  @NonNull
  public static RequestManager with(@NonNull android.app.Fragment fragment) {
    return getRetriever(fragment.getActivity()).get(fragment);
  }

  @NonNull
  public static RequestManager with(@NonNull View view) {
    return getRetriever(view.getContext()).get(view);
  }

  @NonNull
  private static RequestManagerRetriever getRetriever(@Nullable Context context) {
    // Context could be null for other reasons (ie the user passes in null), but in practice it will
    // only occur due to errors with the Fragment lifecycle.
    Preconditions.checkNotNull(
        context,
        "You cannot start a load on a not yet attached View or a Fragment where getActivity() "
            + "returns null (which usually occurs when getActivity() is called before the Fragment "
            + "is attached or after the Fragment is destroyed).");
    return Glide.get(context).getRequestManagerRetriever();
  }
  ...
}

可以看到,with()方法的重载种类非常多,既可以传入Activity,也可以传入Fragment或者是Context。每一个with()方法重载的代码都非常简单,都是先调用getRetriever()方法获取RequestManagerRetriever对象,然后再调用RequestManagerRetriever的实例get()方法,去获取RequestManager对象。

而RequestManagerRetriever的实例get()方法中的逻辑是什么样的呢?我们一起来看一看:

public class RequestManagerRetriever implements Handler.Callback {
 
  /**
   * The top application level RequestManager.
   */
  private volatile RequestManager applicationManager;

  @NonNull
  private RequestManager getApplicationManager(@NonNull Context context) {
    // Either an application context or we're on a background thread.
    if (applicationManager == null) {
      synchronized (this) {
        if (applicationManager == null) {
          // Normally pause/resume is taken care of by the fragment we add to the fragment or
          // activity. However, in this case since the manager attached to the application will not
          // receive lifecycle events, we must force the manager to start resumed using
          // ApplicationLifecycle.

          // TODO(b/27524013): Factor out this Glide.get() call.
          Glide glide = Glide.get(context.getApplicationContext());
          applicationManager =
              factory.build(
                  glide,
                  new ApplicationLifecycle(),
                  new EmptyRequestManagerTreeNode(),
                  context.getApplicationContext());
        }
      }
    }

    return applicationManager;
  }

  @NonNull
  public RequestManager get(@NonNull Context context) {
    if (context == null) {
      throw new IllegalArgumentException("You cannot start a load on a null Context");
    } else if (Util.isOnMainThread() && !(context instanceof Application)) {
      if (context instanceof FragmentActivity) {
        return get((FragmentActivity) context);
      } else if (context instanceof Activity) {
        return get((Activity) context);
      } else if (context instanceof ContextWrapper) {
        return get(((ContextWrapper) context).getBaseContext());
      }
    }

    return getApplicationManager(context);
  }

  @NonNull
  public RequestManager get(@NonNull FragmentActivity activity) {
    if (Util.isOnBackgroundThread()) {
      return get(activity.getApplicationContext());
    } else {
      assertNotDestroyed(activity);
      FragmentManager fm = activity.getSupportFragmentManager();
      return supportFragmentGet(
          activity, fm, /*parentHint=*/ null, isActivityVisible(activity));
    }
  }

  @NonNull
  public RequestManager get(@NonNull Fragment fragment) {
    Preconditions.checkNotNull(fragment.getActivity(),
          "You cannot start a load on a fragment before it is attached or after it is destroyed");
    if (Util.isOnBackgroundThread()) {
      return get(fragment.getActivity().getApplicationContext());
    } else {
      FragmentManager fm = fragment.getChildFragmentManager();
      return supportFragmentGet(fragment.getActivity(), fm, fragment, fragment.isVisible());
    }
  }

  @SuppressWarnings("deprecation")
  @NonNull
  public RequestManager get(@NonNull Activity activity) {
    if (Util.isOnBackgroundThread()) {
      return get(activity.getApplicationContext());
    } else {
      assertNotDestroyed(activity);
      android.app.FragmentManager fm = activity.getFragmentManager();
      return fragmentGet(
          activity, fm, /*parentHint=*/ null, isActivityVisible(activity));
    }
  }

  @SuppressWarnings("deprecation")
  @NonNull
  public RequestManager get(@NonNull View view) {
    if (Util.isOnBackgroundThread()) {
      return get(view.getContext().getApplicationContext());
    }

    Preconditions.checkNotNull(view);
    Preconditions.checkNotNull(view.getContext(),
        "Unable to obtain a request manager for a view without a Context");
    Activity activity = findActivity(view.getContext());
    // The view might be somewhere else, like a service.
    if (activity == null) {
      return get(view.getContext().getApplicationContext());
    }

    // Support Fragments.
    // Although the user might have non-support Fragments attached to FragmentActivity, searching
    // for non-support Fragments is so expensive pre O and that should be rare enough that we
    // prefer to just fall back to the Activity directly.
    if (activity instanceof FragmentActivity) {
      Fragment fragment = findSupportFragment(view, (FragmentActivity) activity);
      return fragment != null ? get(fragment) : get(activity);
    }

    // Standard Fragments.
    android.app.Fragment fragment = findFragment(view, activity);
    if (fragment == null) {
      return get(activity);
    }
    return get(fragment);
  }

  @SuppressWarnings("deprecation")
  @Deprecated
  @NonNull
  @TargetApi(Build.VERSION_CODES.JELLY_BEAN_MR1)
  public RequestManager get(@NonNull android.app.Fragment fragment) {
    if (fragment.getActivity() == null) {
      throw new IllegalArgumentException(
          "You cannot start a load on a fragment before it is attached");
    }
    if (Util.isOnBackgroundThread() || Build.VERSION.SDK_INT < Build.VERSION_CODES.JELLY_BEAN_MR1) {
      return get(fragment.getActivity().getApplicationContext());
    } else {
      android.app.FragmentManager fm = fragment.getChildFragmentManager();
      return fragmentGet(fragment.getActivity(), fm, fragment, fragment.isVisible());
    }
  }

  @SuppressWarnings("deprecation")
  @Deprecated
  @NonNull
  RequestManagerFragment getRequestManagerFragment(Activity activity) {
    return getRequestManagerFragment(
        activity.getFragmentManager(), /*parentHint=*/ null, isActivityVisible(activity));
  }

  @SuppressWarnings("deprecation")
  @NonNull
  private RequestManagerFragment getRequestManagerFragment(
      @NonNull final android.app.FragmentManager fm,
      @Nullable android.app.Fragment parentHint,
      boolean isParentVisible) {
    RequestManagerFragment current = (RequestManagerFragment) fm.findFragmentByTag(FRAGMENT_TAG);
    if (current == null) {
      current = pendingRequestManagerFragments.get(fm);
      if (current == null) {
        current = new RequestManagerFragment();
        current.setParentFragmentHint(parentHint);
        if (isParentVisible) {
          current.getGlideLifecycle().onStart();
        }
        pendingRequestManagerFragments.put(fm, current);
        fm.beginTransaction().add(current, FRAGMENT_TAG).commitAllowingStateLoss();
        handler.obtainMessage(ID_REMOVE_FRAGMENT_MANAGER, fm).sendToTarget();
      }
    }
    return current;
  }

  @SuppressWarnings({"deprecation", "DeprecatedIsStillUsed"})
  @Deprecated
  @NonNull
  private RequestManager fragmentGet(@NonNull Context context,
      @NonNull android.app.FragmentManager fm,
      @Nullable android.app.Fragment parentHint,
      boolean isParentVisible) {
    RequestManagerFragment current = getRequestManagerFragment(fm, parentHint, isParentVisible);
    RequestManager requestManager = current.getRequestManager();
    if (requestManager == null) {
      // TODO(b/27524013): Factor out this Glide.get() call.
      Glide glide = Glide.get(context);
      requestManager =
          factory.build(
              glide, current.getGlideLifecycle(), current.getRequestManagerTreeNode(), context);
      current.setRequestManager(requestManager);
    }
    return requestManager;
  }
  @NonNull
  private SupportRequestManagerFragment getSupportRequestManagerFragment(
      @NonNull final FragmentManager fm, @Nullable Fragment parentHint, boolean isParentVisible) {
    SupportRequestManagerFragment current =
        (SupportRequestManagerFragment) fm.findFragmentByTag(FRAGMENT_TAG);
    if (current == null) {
      current = pendingSupportRequestManagerFragments.get(fm);
      if (current == null) {
        current = new SupportRequestManagerFragment();
        current.setParentFragmentHint(parentHint);
        if (isParentVisible) {
          current.getGlideLifecycle().onStart();
        }
        pendingSupportRequestManagerFragments.put(fm, current);
        fm.beginTransaction().add(current, FRAGMENT_TAG).commitAllowingStateLoss();
        handler.obtainMessage(ID_REMOVE_SUPPORT_FRAGMENT_MANAGER, fm).sendToTarget();
      }
    }
    return current;
  }

  @NonNull
  private RequestManager supportFragmentGet(
      @NonNull Context context,
      @NonNull FragmentManager fm,
      @Nullable Fragment parentHint,
      boolean isParentVisible) {
    SupportRequestManagerFragment current =
        getSupportRequestManagerFragment(fm, parentHint, isParentVisible);
    RequestManager requestManager = current.getRequestManager();
    if (requestManager == null) {
      // TODO(b/27524013): Factor out this Glide.get() call.
      Glide glide = Glide.get(context);
      requestManager =
          factory.build(
              glide, current.getGlideLifecycle(), current.getRequestManagerTreeNode(), context);
      current.setRequestManager(requestManager);
    }
    return requestManager;
  }
}

上述代码虽然看上去逻辑有点复杂,但是将它们梳理清楚后还是很简单的。RequestManagerRetriever类中看似有很多个get()方法的重载,什么Context参数,Activity参数,Fragment参数等等,实际上只有两种情况而已,即传入Application类型的参数,和传入非Application类型的参数

  • Application类型参数

如果在Glide.with()方法中传入的是一个Application对象,那么这里就会调用带有Context参数的get()方法重载,然后会在第48行调用getApplicationManager()方法来获取一个RequestManager对象。其实这是最简单的一种情况,因为Application对象的生命周期即应用程序的生命周期,因此Glide并不需要做什么特殊的处理,它自动就是和应用程序的生命周期是同步的,如果应用程序关闭的话,Glide的加载也会同时终止。

  • 非Application类型参数

不管你在Glide.with()方法中传入的是Activity、FragmentActivity、v4包下的Fragment、还是app包下的Fragment,最终的流程都是一样的,那就是会向当前的Activity当中添加一个隐藏的Fragment。具体添加的逻辑是在上述代码的第176行和第215行,分别对应的app包和v4包下的两种Fragment的情况。


这里为什么要添加一个隐藏的Fragment呢?


因为Glide需要知道加载的生命周期。很简单的一个道理,如果你在某个Activity上正在加载着一张图片,结果图片还没加载出来,Activity就被用户关掉了,那么图片还应该继续加载吗?当然不应该。可是 Glide并没有办法知道Activity的生命周期,于是Glide就使用了添加隐藏Fragment的这种小技巧,因为Fragment的生命周期和Activity是同步的,如果Activity被销毁了,Fragment是可以监听到的,这样Glide就可以捕获这个事件并停止图片加载了

这里额外再提一句,从第54行代码可以看出,如果我们是在非主线程当中使用的Glide,那么不管你是传入的Activity还是Fragment,都会被强制当成Application来处理 。不过其实这就属于是在分析代码的细节了,本篇文章我们将会把目光主要放在Glide的主线工作流程上面,后面不会过多去分析这些细节方面的内容。

总体来说,第一个with()方法的源码还是比较好理解的。其实就是为了得到一个RequestManager对象而已,然后 Glide会根据我们传入with()方法的参数来确定图片加载的生命周期 ,并没有什么特别复杂的逻辑。不过复杂的逻辑还在后面等着我们呢,接下来我们开始分析第二步,load()方法。


3、load()


由于with()方法返回的是一个RequestManager对象,那么很容易就能想到,load()方法是在RequestManager类当中的,所以说我们首先要看的就是RequestManager这个类。不过在上一篇文章中我们学过,Glide是支持图片URL字符串、图片本地路径等等加载形式的,因此RequestManager中也有很多个load()方法的重载。但是这里我们不可能把每个load()方法的重载都看一遍,因此我们就只选其中一个加载图片URL字符串的load()方法来进行研究吧。

RequestManager类的简化代码如下所示:

public class RequestManager implements LifecycleListener,
    ModelTypes<RequestBuilder<Drawable>> {
	
  ...
  
  @NonNull
  @CheckResult
  @Override
  public RequestBuilder<Drawable> load(@Nullable String string) {
    return asDrawable().load(string);
  }

  @NonNull
  @CheckResult
  public RequestBuilder<Drawable> asDrawable() {
    return as(Drawable.class);
  }
  
  
  @NonNull
  @CheckResult
  public <ResourceType> RequestBuilder<ResourceType> as(
      @NonNull Class<ResourceType> resourceClass) {
    return new RequestBuilder<>(glide, this, resourceClass, context);
  }
  ...
}

RequestManager类的代码是非常多的,但是经过我这样简化之后,看上去就比较清爽了。在我们只探究加载图片URL字符串这一个load()方法的情况下,那么比较重要的方法就只剩下上述代码中的这三个方法。

那么我们先来看load()方法,这个方法中的逻辑是非常简单的,只有一行代码,就是先调用了asDrawable()方法,而asDrawable()方法也极为简单,就是调用了as()方法,并且指定参数为Drawable.class,as()方法中初始化了一个RequestBuilder对象,然后调用RequestBuilder对象的load()方法。

RequestBuilder类的简化代码如下所示:

public class RequestBuilder<TranscodeType> implements Cloneable,
    ModelTypes<RequestBuilder<TranscodeType>> {

  protected RequestBuilder(Glide glide, RequestManager requestManager,
      Class<TranscodeType> transcodeClass, Context context) {
    this.glide = glide;
    this.requestManager = requestManager;
    this.transcodeClass = transcodeClass;
    this.defaultRequestOptions = requestManager.getDefaultRequestOptions();
    this.context = context;
    this.transitionOptions = requestManager.getDefaultTransitionOptions(transcodeClass);
    this.requestOptions = defaultRequestOptions;
    this.glideContext = glide.getGlideContext();
  }
  
  @NonNull
  @Override
  @CheckResult
  public RequestBuilder<TranscodeType> load(@Nullable String string) {
    return loadGeneric(string);
  }

  @NonNull
  private RequestBuilder<TranscodeType> loadGeneric(@Nullable Object model) {
    this.model = model;
    isModelSet = true;
    return this;
  }
}

load()方法调用了loadGeneric()方法返回当前RequestBuilder对象,至此load()方法也就分析结束了。


3、into()


如果说前面两步都是在准备开胃小菜的话,那么现在终于要进入主菜了,因为into()方法也是整个Glide图片加载流程中逻辑最复杂的地方。

into()方法也在RequestBuilder类中,下面我们就看下RequestBuilder类的into()方法,代码如下:

public class RequestBuilder<TranscodeType> implements Cloneable,
    ModelTypes<RequestBuilder<TranscodeType>> {
  @NonNull
  public ViewTarget<ImageView, TranscodeType> into(@NonNull ImageView view) {
    Util.assertMainThread();
    Preconditions.checkNotNull(view);

    RequestOptions requestOptions = this.requestOptions;
    if (!requestOptions.isTransformationSet()
        && requestOptions.isTransformationAllowed()
        && view.getScaleType() != null) {
      // Clone in this method so that if we use this RequestBuilder to load into a View and then
      // into a different target, we don't retain the transformation applied based on the previous
      // View's scale type.
      switch (view.getScaleType()) {
        case CENTER_CROP:
          requestOptions = requestOptions.clone().optionalCenterCrop();
          break;
        case CENTER_INSIDE:
          requestOptions = requestOptions.clone().optionalCenterInside();
          break;
        case FIT_CENTER:
        case FIT_START:
        case FIT_END:
          requestOptions = requestOptions.clone().optionalFitCenter();
          break;
        case FIT_XY:
          requestOptions = requestOptions.clone().optionalCenterInside();
          break;
        case CENTER:
        case MATRIX:
        default:
          // Do nothing.
      }
    }

    return into(
        glideContext.buildImageViewTarget(view, transcodeClass),
        /*targetListener=*/ null,
        requestOptions);
  }
}

这里前面一大堆的判断逻辑我们都可以先不用管,等到后面文章讲transform的时候会再进行解释,现在我们只需要关注最后一行代码。最后一行代码先是调用了glideContext.buildImageViewTarget()方法,这个方法会构建出一个Target对象,Target对象则是用来最终展示图片用的,如果我们跟进去的话会看到如下代码:

public class GlideContext extends ContextWrapper {

  @NonNull
  public <X> ViewTarget<ImageView, X> buildImageViewTarget(
      @NonNull ImageView imageView, @NonNull Class<X> transcodeClass) {
    return imageViewTargetFactory.buildTarget(imageView, transcodeClass);
  }
}

这里其实又是调用了ImageViewTargetFactory的buildTarget()方法,我们继续跟进去,代码如下所示:

public class ImageViewTargetFactory {
  @NonNull
  @SuppressWarnings("unchecked")
  public <Z> ViewTarget<ImageView, Z> buildTarget(@NonNull ImageView view,
      @NonNull Class<Z> clazz) {
    if (Bitmap.class.equals(clazz)) {
      return (ViewTarget<ImageView, Z>) new BitmapImageViewTarget(view);
    } else if (Drawable.class.isAssignableFrom(clazz)) {
      return (ViewTarget<ImageView, Z>) new DrawableImageViewTarget(view);
    } else {
      throw new IllegalArgumentException(
          "Unhandled class: " + clazz + ", try .as*(Class).transcode(ResourceTranscoder)");
    }
  }
}

可以看到,在buildTarget()方法中会根据传入的class参数来构建不同的Target对象。那如果你要分析这个class参数是从哪儿传过来的,这可有得你分析了,简单起见我直接帮大家梳理清楚。这个class参数其实基本上只有两种情况,如果你在使用Glide加载图片的时候调用了asBitmap()方法,那么这里就会构建出BitmapImageViewTarget对象,否则的话构建的都是DrawableImageViewTarget对象。

也就是说,通过glideContext.buildImageViewTarget()方法,我们构建出了一个DrawableImageViewTarget对象。那现在回到刚才into()方法的最后一行,可以看到,这里又将这个参数传入到了RequestBuilder另一个接收Target对象的into()方法当中了。我们来看一下这个into()方法的源码:

public class RequestBuilder<TranscodeType> implements Cloneable,
    ModelTypes<RequestBuilder<TranscodeType>> {
  private <Y extends Target<TranscodeType>> Y into(
      @NonNull Y target,
      @Nullable RequestListener<TranscodeType> targetListener,
      @NonNull RequestOptions options) {
    Util.assertMainThread();
    Preconditions.checkNotNull(target);
    if (!isModelSet) {
      throw new IllegalArgumentException("You must call #load() before calling #into()");
    }

    options = options.autoClone();
    Request request = buildRequest(target, targetListener, options);

    Request previous = target.getRequest();
    if (request.isEquivalentTo(previous)
        && !isSkipMemoryCacheWithCompletePreviousRequest(options, previous)) {
      request.recycle();
      // If the request is completed, beginning again will ensure the result is re-delivered,
      // triggering RequestListeners and Targets. If the request is failed, beginning again will
      // restart the request, giving it another chance to complete. If the request is already
      // running, we can let it continue running without interruption.
      if (!Preconditions.checkNotNull(previous).isRunning()) {
        // Use the previous request rather than the new one to allow for optimizations like skipping
        // setting placeholders, tracking and un-tracking Targets, and obtaining View dimensions
        // that are done in the individual Request.
        previous.begin();
      }
      return target;
    }

    requestManager.clear(target);
    target.setRequest(request);
    requestManager.track(target, request);

    return target;
  }
}

这里我们还是只抓核心代码,其实只有两行是最关键的,第14行调用buildRequest()方法构建出了一个Request对象,还有第35行来执行这个Request。

Request是用来发出加载图片请求的,它是Glide中非常关键的一个组件。我们先来看buildRequest()方法是如何构建Request对象的:

public class RequestBuilder<TranscodeType> implements Cloneable,
    ModelTypes<RequestBuilder<TranscodeType>> {
    
  private Request buildRequest(
      Target<TranscodeType> target,
      @Nullable RequestListener<TranscodeType> targetListener,
      RequestOptions requestOptions) {
    return buildRequestRecursive(
        target,
        targetListener,
        /*parentCoordinator=*/ null,
        transitionOptions,
        requestOptions.getPriority(),
        requestOptions.getOverrideWidth(),
        requestOptions.getOverrideHeight(),
        requestOptions);
  }

  private Request buildRequestRecursive(
      Target<TranscodeType> target,
      @Nullable RequestListener<TranscodeType> targetListener,
      @Nullable RequestCoordinator parentCoordinator,
      TransitionOptions<?, ? super TranscodeType> transitionOptions,
      Priority priority,
      int overrideWidth,
      int overrideHeight,
      RequestOptions requestOptions) {

    // Build the ErrorRequestCoordinator first if necessary so we can update parentCoordinator.
    ErrorRequestCoordinator errorRequestCoordinator = null;
    if (errorBuilder != null) {
      errorRequestCoordinator = new ErrorRequestCoordinator(parentCoordinator);
      parentCoordinator = errorRequestCoordinator;
    }

    Request mainRequest =
        buildThumbnailRequestRecursive(
            target,
            targetListener,
            parentCoordinator,
            transitionOptions,
            priority,
            overrideWidth,
            overrideHeight,
            requestOptions);

    if (errorRequestCoordinator == null) {
      return mainRequest;
    }

    int errorOverrideWidth = errorBuilder.requestOptions.getOverrideWidth();
    int errorOverrideHeight = errorBuilder.requestOptions.getOverrideHeight();
    if (Util.isValidDimensions(overrideWidth, overrideHeight)
        && !errorBuilder.requestOptions.isValidOverride()) {
      errorOverrideWidth = requestOptions.getOverrideWidth();
      errorOverrideHeight = requestOptions.getOverrideHeight();
    }

    Request errorRequest = errorBuilder.buildRequestRecursive(
        target,
        targetListener,
        errorRequestCoordinator,
        errorBuilder.transitionOptions,
        errorBuilder.requestOptions.getPriority(),
        errorOverrideWidth,
        errorOverrideHeight,
        errorBuilder.requestOptions);
    errorRequestCoordinator.setRequests(mainRequest, errorRequest);
    return errorRequestCoordinator;
  }
  
  private Request buildThumbnailRequestRecursive(
      Target<TranscodeType> target,
      RequestListener<TranscodeType> targetListener,
      @Nullable RequestCoordinator parentCoordinator,
      TransitionOptions<?, ? super TranscodeType> transitionOptions,
      Priority priority,
      int overrideWidth,
      int overrideHeight,
      RequestOptions requestOptions) {
    if (thumbnailBuilder != null) {
      // Recursive case: contains a potentially recursive thumbnail request builder.
      if (isThumbnailBuilt) {
        throw new IllegalStateException("You cannot use a request as both the main request and a "
            + "thumbnail, consider using clone() on the request(s) passed to thumbnail()");
      }

      TransitionOptions<?, ? super TranscodeType> thumbTransitionOptions =
          thumbnailBuilder.transitionOptions;

      // Apply our transition by default to thumbnail requests but avoid overriding custom options
      // that may have been applied on the thumbnail request explicitly.
      if (thumbnailBuilder.isDefaultTransitionOptionsSet) {
        thumbTransitionOptions = transitionOptions;
      }

      Priority thumbPriority = thumbnailBuilder.requestOptions.isPrioritySet()
          ? thumbnailBuilder.requestOptions.getPriority() : getThumbnailPriority(priority);

      int thumbOverrideWidth = thumbnailBuilder.requestOptions.getOverrideWidth();
      int thumbOverrideHeight = thumbnailBuilder.requestOptions.getOverrideHeight();
      if (Util.isValidDimensions(overrideWidth, overrideHeight)
          && !thumbnailBuilder.requestOptions.isValidOverride()) {
        thumbOverrideWidth = requestOptions.getOverrideWidth();
        thumbOverrideHeight = requestOptions.getOverrideHeight();
      }

      ThumbnailRequestCoordinator coordinator = new ThumbnailRequestCoordinator(parentCoordinator);
      Request fullRequest =
          obtainRequest(
              target,
              targetListener,
              requestOptions,
              coordinator,
              transitionOptions,
              priority,
              overrideWidth,
              overrideHeight);
      isThumbnailBuilt = true;
      // Recursively generate thumbnail requests.
      Request thumbRequest =
          thumbnailBuilder.buildRequestRecursive(
              target,
              targetListener,
              coordinator,
              thumbTransitionOptions,
              thumbPriority,
              thumbOverrideWidth,
              thumbOverrideHeight,
              thumbnailBuilder.requestOptions);
      isThumbnailBuilt = false;
      coordinator.setRequests(fullRequest, thumbRequest);
      return coordinator;
    } else if (thumbSizeMultiplier != null) {
      // Base case: thumbnail multiplier generates a thumbnail request, but cannot recurse.
      ThumbnailRequestCoordinator coordinator = new ThumbnailRequestCoordinator(parentCoordinator);
      Request fullRequest =
          obtainRequest(
              target,
              targetListener,
              requestOptions,
              coordinator,
              transitionOptions,
              priority,
              overrideWidth,
              overrideHeight);
      RequestOptions thumbnailOptions = requestOptions.clone()
          .sizeMultiplier(thumbSizeMultiplier);

      Request thumbnailRequest =
          obtainRequest(
              target,
              targetListener,
              thumbnailOptions,
              coordinator,
              transitionOptions,
              getThumbnailPriority(priority),
              overrideWidth,
              overrideHeight);

      coordinator.setRequests(fullRequest, thumbnailRequest);
      return coordinator;
    } else {
      // Base case: no thumbnail.
      return obtainRequest(
          target,
          targetListener,
          requestOptions,
          parentCoordinator,
          transitionOptions,
          priority,
          overrideWidth,
          overrideHeight);
    }
  }

  private Request obtainRequest(
      Target<TranscodeType> target,
      RequestListener<TranscodeType> targetListener,
      RequestOptions requestOptions,
      RequestCoordinator requestCoordinator,
      TransitionOptions<?, ? super TranscodeType> transitionOptions,
      Priority priority,
      int overrideWidth,
      int overrideHeight) {
    return SingleRequest.obtain(
        context,
        glideContext,
        model,
        transcodeClass,
        requestOptions,
        overrideWidth,
        overrideHeight,
        priority,
        target,
        targetListener,
        requestListeners,
        requestCoordinator,
        glideContext.getEngine(),
        transitionOptions.getTransitionFactory());
  }
}

可以看到,buildRequest()方法的内部其实又调用了buildRequestRecursive()方法,而buildRequestRecursive()方法中调用了buildThumbnailRequestRecursive()方法,该方法里调用了obtainRequest()方法来获取一个Request对象,而obtainRequest()方法中又去调用了SingleRequest.obtain()方法。那么我们进入到这个SingleRequest的obtain()方法瞧一瞧:

public final class SingleRequest<R> implements Request,
    SizeReadyCallback,
    ResourceCallback,
    FactoryPools.Poolable {
  public static <R> SingleRequest<R> obtain(
      Context context,
      GlideContext glideContext,
      Object model,
      Class<R> transcodeClass,
      RequestOptions requestOptions,
      int overrideWidth,
      int overrideHeight,
      Priority priority,
      Target<R> target,
      RequestListener<R> targetListener,
      @Nullable List<RequestListener<R>> requestListeners,
      RequestCoordinator requestCoordinator,
      Engine engine,
      TransitionFactory<? super R> animationFactory) {
    @SuppressWarnings("unchecked") SingleRequest<R> request =
        (SingleRequest<R>) POOL.acquire();
    if (request == null) {
      request = new SingleRequest<>();
    }
    request.init(
        context,
        glideContext,
        model,
        transcodeClass,
        requestOptions,
        overrideWidth,
        overrideHeight,
        priority,
        target,
        targetListener,
        requestListeners,
        requestCoordinator,
        engine,
        animationFactory);
    return request;
  }
}

可以看到,这里在第23行去new了一个SingleRequest对象,并在最后一行返回,也就是说,obtain()方法实际上获得的就是一个SingleRequest对象。另外这里又在第25行调用了SingleRequest的init(),里面主要就是一些赋值的代码,将传入的这些参数赋值到SingleRequest的成员变量当中,我们就不再跟进去看了。

好,那现在解决了构建Request对象的问题,接下来我们看一下这个Request对象又是怎么执行的。回到刚才的into()方法,你会发现在第18行调用了requestManager.track()方法来去执行这个Request,那么我们跟进去瞧一瞧,如下所示:

public class RequestManager implements LifecycleListener,
    ModelTypes<RequestBuilder<Drawable>> {
  ...
  
  void track(@NonNull Target<?> target, @NonNull Request request) {
    targetTracker.track(target);
    requestTracker.runRequest(request);
  }

  ...
}

track()方法里调用了requestTracker.runRequest()方法,那么我们继续跟进去瞧一瞧,如下所示:

public class RequestTracker {
  ...
  
  public void runRequest(@NonNull Request request) {
    requests.add(request);
    if (!isPaused) {
      request.begin();
    } else {
      request.clear();
      if (Log.isLoggable(TAG, Log.VERBOSE)) {
        Log.v(TAG, "Paused, delaying request");
      }
      pendingRequests.add(request);
    }
  }

  ...
}

这里有一个简单的逻辑判断,就是先判断Glide当前是不是处理暂停状态,如果不是暂停状态就调用Request的begin()方法来执行Request,否则的话就先将Request添加到待执行队列里面,等暂停状态解除了之后再执行。

暂停请求的功能仍然不是这篇文章所关心的,这里就直接忽略了,我们重点来看这个begin()方法。由于当前的Request对象是一个SingleRequest,因此这里就需要看SingleRequest中的begin()方法了,如下所示:

public final class SingleRequest<R> implements Request,
    SizeReadyCallback,
    ResourceCallback,
    FactoryPools.Poolable {

  ... 
  
  @Override
  public void begin() {
    assertNotCallingCallbacks();
    stateVerifier.throwIfRecycled();
    startTime = LogTime.getLogTime();
    if (model == null) {
      if (Util.isValidDimensions(overrideWidth, overrideHeight)) {
        width = overrideWidth;
        height = overrideHeight;
      }
      // Only log at more verbose log levels if the user has set a fallback drawable, because
      // fallback Drawables indicate the user expects null models occasionally.
      int logLevel = getFallbackDrawable() == null ? Log.WARN : Log.DEBUG;
      onLoadFailed(new GlideException("Received null model"), logLevel);
      return;
    }

    if (status == Status.RUNNING) {
      throw new IllegalArgumentException("Cannot restart a running request");
    }

    // If we're restarted after we're complete (usually via something like a notifyDataSetChanged
    // that starts an identical request into the same Target or View), we can simply use the
    // resource and size we retrieved the last time around and skip obtaining a new size, starting a
    // new load etc. This does mean that users who want to restart a load because they expect that
    // the view size has changed will need to explicitly clear the View or Target before starting
    // the new load.
    if (status == Status.COMPLETE) {
      onResourceReady(resource, DataSource.MEMORY_CACHE);
      return;
    }

    // Restarts for requests that are neither complete nor running can be treated as new requests
    // and can run again from the beginning.

    status = Status.WAITING_FOR_SIZE;
    if (Util.isValidDimensions(overrideWidth, overrideHeight)) {
      onSizeReady(overrideWidth, overrideHeight);
    } else {
      target.getSize(this);
    }

    if ((status == Status.RUNNING || status == Status.WAITING_FOR_SIZE)
        && canNotifyStatusChanged()) {
      target.onLoadStarted(getPlaceholderDrawable());
    }
    if (IS_VERBOSE_LOGGABLE) {
      logV("finished run method in " + LogTime.getElapsedMillis(startTime));
    }
  }

  ...
}

这里我们来注意几个细节,首先如果model等于null,model也就是我们在第二步load()方法中传入的图片URL地址,这个时候会调用onLoadFailed()方法,代码如下:

public final class SingleRequest<R> implements Request,
    SizeReadyCallback,
    ResourceCallback,
    FactoryPools.Poolable {
  
  ...
  private void onLoadFailed(GlideException e, int maxLogLevel) {
    stateVerifier.throwIfRecycled();
    int logLevel = glideContext.getLogLevel();
    if (logLevel <= maxLogLevel) {
      Log.w(GLIDE_TAG, "Load failed for " + model + " with size [" + width + "x" + height + "]", e);
      if (logLevel <= Log.INFO) {
        e.logRootCauses(GLIDE_TAG);
      }
    }

    loadStatus = null;
    status = Status.FAILED;

    isCallingCallbacks = true;
    try {
      //TODO: what if this is a thumbnail request?
      boolean anyListenerHandledUpdatingTarget = false;
      if (requestListeners != null) {
        for (RequestListener<R> listener : requestListeners) {
          anyListenerHandledUpdatingTarget |=
              listener.onLoadFailed(e, model, target, isFirstReadyResource());
        }
      }
      anyListenerHandledUpdatingTarget |=
          targetListener != null
              && targetListener.onLoadFailed(e, model, target, isFirstReadyResource());

      if (!anyListenerHandledUpdatingTarget) {
        setErrorPlaceholder();
      }
    } finally {
      isCallingCallbacks = false;
    }

    notifyLoadFailed();
  }
  
  ...
}

我们跟到onLoadFailed()方法里面去看看,你会发现它最终会调用到一个setErrorPlaceholder()当中,如下所示:

public final class SingleRequest<R> implements Request,
    SizeReadyCallback,
    ResourceCallback,
    FactoryPools.Poolable {

  ...
  
  private void setErrorPlaceholder() {
    if (!canNotifyStatusChanged()) {
      return;
    }

    Drawable error = null;
    if (model == null) {
      error = getFallbackDrawable();
    }
    // Either the model isn't null, or there was no fallback drawable set.
    if (error == null) {
      error = getErrorDrawable();
    }
    // The model isn't null, no fallback drawable was set or no error drawable was set.
    if (error == null) {
      error = getPlaceholderDrawable();
    }
    target.onLoadFailed(error);
  }

  ...
}

这个方法中会先去获取一个error的占位图,如果获取不到的话会再去获取一个loading占位图,然后调用target.onLoadFailed()方法并将占位图传入。那么onLoadFailed()方法中做了什么呢?我们看一下:

public abstract class ImageViewTarget<Z> extends ViewTarget<ImageView, Z>
    implements Transition.ViewAdapter {
  
  ...

  @Override
  public void setDrawable(Drawable drawable) {
    view.setImageDrawable(drawable);
  }

  /**
   * Sets the given {@link android.graphics.drawable.Drawable} on the view using {@link
   * android.widget.ImageView#setImageDrawable(android.graphics.drawable.Drawable)}.
   *
   * @param placeholder {@inheritDoc}
   */
  @Override
  public void onLoadStarted(@Nullable Drawable placeholder) {
    super.onLoadStarted(placeholder);
    setResourceInternal(null);
    setDrawable(placeholder);
  }

  /**
   * Sets the given {@link android.graphics.drawable.Drawable} on the view using {@link
   * android.widget.ImageView#setImageDrawable(android.graphics.drawable.Drawable)}.
   *
   * @param errorDrawable {@inheritDoc}
   */
  @Override
  public void onLoadFailed(@Nullable Drawable errorDrawable) {
    super.onLoadFailed(errorDrawable);
    setResourceInternal(null);
    setDrawable(errorDrawable);
  }

  ...
}

很简单,其实就是将这张error占位图显示到ImageView上而已,因为现在出现了异常,没办法展示正常的图片了。而如果你仔细看下刚才begin()方法的第52行,你会发现它又调用了一个target.onLoadStarted()方法,并传入了一个loading占位图,在也就说,在图片请求开始之前,会先使用这张占位图代替最终的图片显示。这也是我们在上一篇文章中学过的RequestOptions中的placeholder()和error()这两个占位图API底层的实现原理。

好,那么我们继续回到begin()方法。刚才讲了占位图的实现,那么具体的图片加载又是从哪里开始的呢?是在begin()方法的第45行和第47行。这里要分两种情况,一种是你在RequestOptions中使用了override() API为图片指定了一个固定的宽高,一种是没有指定。如果指定了的话,就会执行第45行代码,调用onSizeReady()方法。如果没指定的话,就会执行第47行代码,调用target.getSize()方法。这个target.getSize()方法的内部会根据ImageView的layout_width和layout_height值做一系列的计算,来算出图片应该的宽高。具体的计算细节我就不带着大家分析了,总之在计算完之后,它也会调用onSizeReady()方法。也就是说,不管是哪种情况,最终都会调用到onSizeReady()方法,在这里进行下一步操作。那么我们跟到这个方法里面来:

public final class SingleRequest<R> implements Request,
    SizeReadyCallback,
    ResourceCallback,
    FactoryPools.Poolable {

  ...

  @Override
  public void onSizeReady(int width, int height) {
    stateVerifier.throwIfRecycled();
    if (IS_VERBOSE_LOGGABLE) {
      logV("Got onSizeReady in " + LogTime.getElapsedMillis(startTime));
    }
    if (status != Status.WAITING_FOR_SIZE) {
      return;
    }
    status = Status.RUNNING;

    float sizeMultiplier = requestOptions.getSizeMultiplier();
    this.width = maybeApplySizeMultiplier(width, sizeMultiplier);
    this.height = maybeApplySizeMultiplier(height, sizeMultiplier);

    if (IS_VERBOSE_LOGGABLE) {
      logV("finished setup for calling load in " + LogTime.getElapsedMillis(startTime));
    }
    loadStatus = engine.load(
        glideContext,
        model,
        requestOptions.getSignature(),
        this.width,
        this.height,
        requestOptions.getResourceClass(),
        transcodeClass,
        priority,
        requestOptions.getDiskCacheStrategy(),
        requestOptions.getTransformations(),
        requestOptions.isTransformationRequired(),
        requestOptions.isScaleOnlyOrNoTransform(),
        requestOptions.getOptions(),
        requestOptions.isMemoryCacheable(),
        requestOptions.getUseUnlimitedSourceGeneratorsPool(),
        requestOptions.getUseAnimationPool(),
        requestOptions.getOnlyRetrieveFromCache(),
        this);

    // This is a hack that's only useful for testing right now where loads complete synchronously
    // even though under any executor running on any thread but the main thread, the load would
    // have completed asynchronously.
    if (status != Status.RUNNING) {
      loadStatus = null;
    }
    if (IS_VERBOSE_LOGGABLE) {
      logV("finished onSizeReady in " + LogTime.getElapsedMillis(startTime));
    }
  }

  ...
}

在onSizeReady()方法的第26行,调用了Engine的load()方法。接下来我们就要看一看,这个Engine的load()方法当中,到底做了什么?代码如下所示:

public class Engine implements EngineJobListener,
    MemoryCache.ResourceRemovedListener,
    EngineResource.ResourceListener {

  ...

  public <R> LoadStatus load(
      GlideContext glideContext,
      Object model,
      Key signature,
      int width,
      int height,
      Class<?> resourceClass,
      Class<R> transcodeClass,
      Priority priority,
      DiskCacheStrategy diskCacheStrategy,
      Map<Class<?>, Transformation<?>> transformations,
      boolean isTransformationRequired,
      boolean isScaleOnlyOrNoTransform,
      Options options,
      boolean isMemoryCacheable,
      boolean useUnlimitedSourceExecutorPool,
      boolean useAnimationPool,
      boolean onlyRetrieveFromCache,
      ResourceCallback cb) {
    Util.assertMainThread();
    long startTime = VERBOSE_IS_LOGGABLE ? LogTime.getLogTime() : 0;

    EngineKey key = keyFactory.buildKey(model, signature, width, height, transformations,
        resourceClass, transcodeClass, options);

    EngineResource<?> active = loadFromActiveResources(key, isMemoryCacheable);
    if (active != null) {
      cb.onResourceReady(active, DataSource.MEMORY_CACHE);
      if (VERBOSE_IS_LOGGABLE) {
        logWithTimeAndKey("Loaded resource from active resources", startTime, key);
      }
      return null;
    }

    EngineResource<?> cached = loadFromCache(key, isMemoryCacheable);
    if (cached != null) {
      cb.onResourceReady(cached, DataSource.MEMORY_CACHE);
      if (VERBOSE_IS_LOGGABLE) {
        logWithTimeAndKey("Loaded resource from cache", startTime, key);
      }
      return null;
    }

    EngineJob<?> current = jobs.get(key, onlyRetrieveFromCache);
    if (current != null) {
      current.addCallback(cb);
      if (VERBOSE_IS_LOGGABLE) {
        logWithTimeAndKey("Added to existing load", startTime, key);
      }
      return new LoadStatus(cb, current);
    }

    EngineJob<R> engineJob =
        engineJobFactory.build(
            key,
            isMemoryCacheable,
            useUnlimitedSourceExecutorPool,
            useAnimationPool,
            onlyRetrieveFromCache);

    DecodeJob<R> decodeJob =
        decodeJobFactory.build(
            glideContext,
            model,
            key,
            signature,
            width,
            height,
            resourceClass,
            transcodeClass,
            priority,
            diskCacheStrategy,
            transformations,
            isTransformationRequired,
            isScaleOnlyOrNoTransform,
            onlyRetrieveFromCache,
            options,
            engineJob);

    jobs.put(key, engineJob);

    engineJob.addCallback(cb);
    engineJob.start(decodeJob);

    if (VERBOSE_IS_LOGGABLE) {
      logWithTimeAndKey("Started new load", startTime, key);
    }
    return new LoadStatus(cb, engineJob);
  }

  ...
}

load()方法中的代码虽然有点长,但大多数的代码都是在处理缓存的。关于缓存的内容我们会在下一篇文章当中学习,现在只需要从第59行看起就行。这里构建了一个EngineJob,它的主要作用就是用来开启线程的,为后面的异步加载图片做准备。接下来第67行创建了一个DecodeJob对象,从名字上来看,它好像是用来对图片进行解码的,但实际上它的任务十分繁重,待会我们就知道了。继续往下看,在89行调用了EngineJob的start()方法来运行DecodeJob,进入DecodeJob类,我们发现该类继承Runnable接口,也就是说真正执行线程任务的是DecodeJob类,那我们就看看DecodeJob类中run()方法做了啥,如下所示:

class DecodeJob<R> implements DataFetcherGenerator.FetcherReadyCallback,
    Runnable,
    Comparable<DecodeJob<?>>,
    Poolable {

  ...

  @Override
  public void run() {
    // This should be much more fine grained, but since Java's thread pool implementation silently
    // swallows all otherwise fatal exceptions, this will at least make it obvious to developers
    // that something is failing.
    GlideTrace.beginSectionFormat("DecodeJob#run(model=%s)", model);
    // Methods in the try statement can invalidate currentFetcher, so set a local variable here to
    // ensure that the fetcher is cleaned up either way.
    DataFetcher<?> localFetcher = currentFetcher;
    try {
      if (isCancelled) {
        notifyFailed();
        return;
      }
      runWrapped();
    } catch (Throwable t) {
      // Catch Throwable and not Exception to handle OOMs. Throwables are swallowed by our
      // usage of .submit() in GlideExecutor so we're not silently hiding crashes by doing this. We
      // are however ensuring that our callbacks are always notified when a load fails. Without this
      // notification, uncaught throwables never notify the corresponding callbacks, which can cause
      // loads to silently hang forever, a case that's especially bad for users using Futures on
      // background threads.
      if (Log.isLoggable(TAG, Log.DEBUG)) {
        Log.d(TAG, "DecodeJob threw unexpectedly"
            + ", isCancelled: " + isCancelled
            + ", stage: " + stage, t);
      }
      // When we're encoding we've already notified our callback and it isn't safe to do so again.
      if (stage != Stage.ENCODE) {
        throwables.add(t);
        notifyFailed();
      }
      if (!isCancelled) {
        throw t;
      }
    } finally {
      // Keeping track of the fetcher here and calling cleanup is excessively paranoid, we call
      // close in all cases anyway.
      if (localFetcher != null) {
        localFetcher.cleanup();
      }
      GlideTrace.endSection();
    }
  }
}

这个方法中的代码并不多,但我们仍然还是要抓重点。在第22行,这里调用了一个runWrapped()方法,看上去所有的逻辑应该都在这个runWrapped()方法执行的了,那我们跟进去瞧一瞧:

本文地址:https://blog.csdn.net/wangzhongshun/article/details/109361085