Refresh your Java skills--聊聊Java9 中模块化设计是如何实现相似IOC依赖注入效果及与其区别

场景引入

如何实现IOC的效果,咱们能够来想一想,无非就是一个隐式实现,而想要作到,总不能什么都没有,来个巧妇难为无米之炊的境地吧,因此说,米必需要有滴,在Spring中就是一个bean,也就是说,容器里得有米,再官话点就是上下文中得存在所须要的bean。一样模块化中两个互相隔离的模块想要达到这种效果,也要先往jvm里扔个对象进去的,而后who use ,who get 就能够了。java

请看例子(能够认为是咱们日常写的SpringMVC项目中的service->serviceImpl->controller):api

service接口化模块

package com.example.api;
      public interface CodecFactory {
          Encoder getEncoder(String encodingName);
          Decoder getDecoder(String encodingName);

      }复制代码

上面这个接口所在的模块定义:app

module migo.codec.api {
   exports com.example.api;
}复制代码

serviceImpl化模块

接着,咱们定义一个实现模块:jvm

module migo.codec.service {
   requires com.example.api;

   provides com.example.api.CodecFactory with com.example.service.codec.CodecFactoryImpl;
}复制代码

具体实现就省略了。ide

controller化模块

最后咱们在最上层的模块内使用:模块化

module migo.codec.controller {
   requires migo.codec.api;

   uses com.example.api.CodecFactory;
}复制代码

具体的controller模块内使用的代码以下:函数

ServiceLoader<CodecFactory> loader = ServiceLoader.load(CodecFactory.class);
      for (CodecFactory factory : loader) {
          Encoder enc = factory.getEncoder("PNG");
          if (enc != null)
              ... use enc to encode a PNG file
              break;
          }复制代码

或者:ui

public static void main(String... args) {
    CodecFactory cf =
      ServiceLoader.load(CodecFactory.class)
                   .findFirst()
                   .orElse(getFallBack());

      if(cf == null) {
        System.out.println("Using a fallback");
      } else {
        System.out.println("Found a service");
      }
  }

  private static CodecFactory getFallBack() {
    return null;
  }复制代码

亦或者假若有不少服务实现的提供者,而某个提供服务实现的provider(也就是serviceImpl)上面有添加注解@PNG,而咱们想使用带有这个注解的实例,可使用如下代码:this

ServiceLoader<CodecFactory> loader = ServiceLoader.load(CodecFactory.class);
      Set<CodecFactory> pngFactories = loader
             .stream()                                              
             .filter(p -> p.type().isAnnotationPresent(PNG.class))  
             .map(Provider::get)                                   
             .collect(Collectors.toSet());复制代码

内部工做机制原理

具体思路:

经过在模块定义里面的provides aaa with aaaImpl 这个功能,能够很容易的想到key value组合
当咱们碰到这对关键字的时候,咱们就会解析并将aaa作为keyaaaImpl添加到一个list中并将这个list做为value,并添加到一个Map<String,list>
在咱们碰到uses关键字(源码里面acc会去肯定这个权限),并经过ServiceLoader.load(key)来找到这个key所对应的一个包含了实现类具体地址的list,可能有多个,那么,拓展功能,咱们使用一个装饰模式,也就是继承了Iterable这个接口,能够达到遍历并生成具体实例来达到要求。spa

源码解析

肯定米粒的路径

那么按照这个思路,咱们反着来找下,这里只列关键代码:

从上面的Demo中,咱们能够看到,经过类的class字节码来加载:

以前有说,巧妇难为无米之炊,因此这个上下文很重要,咱们的类加载器也是要讲究上下文的

/** * Creates a new service loader for the given service type, using the * current thread's {@linkplain java.lang.Thread#getContextClassLoader * context class loader}. * * <p> An invocation of this convenience method of the form * <pre>{@code * ServiceLoader.load(service) * }</pre> * * is equivalent to * * <pre>{@code * ServiceLoader.load(service, Thread.currentThread().getContextClassLoader()) * }</pre> * * @apiNote Service loader objects obtained with this method should not be * cached VM-wide. For example, different applications in the same VM may * have different thread context class loaders. A lookup by one application * may locate a service provider that is only visible via its thread * context class loader and so is not suitable to be located by the other * application. Memory leaks can also arise. A thread local may be suited * to some applications. * * @param <S> the class of the service type * * @param service * The interface or abstract class representing the service * * @return A new service loader * * @throws ServiceConfigurationError * if the service type is not accessible to the caller or the * caller is in an explicit module and its module descriptor does * not declare that it uses {@code service} * * @revised 9 * @spec JPMS */
    @CallerSensitive
    public static <S> ServiceLoader<S> load(Class<S> service) {
        ClassLoader cl = Thread.currentThread().getContextClassLoader();
        return new ServiceLoader<>(Reflection.getCallerClass(), service, cl);
    }复制代码

咱们进去这个ServiceLoader,其实无非就是一个构造器而已了,关键代码我截下:

this.service = svc;
        this.serviceName = svc.getName();
        this.layer = null;
        this.loader = cl;
        this.acc = (System.getSecurityManager() != null)
                ? AccessController.getContext()
                : null;复制代码

有了这个加载器以后,其实咱们就拿到了上下文和访问权限的一些东西,咱们再来看看这个类的字段:

public final class ServiceLoader<S> implements Iterable<S> {
    // The class or interface representing the service being loaded
    private final Class<S> service;

    // The class of the service type
    private final String serviceName;

    // The module layer used to locate providers; null when locating
    // providers using a class loader
    private final ModuleLayer layer;

    // The class loader used to locate, load, and instantiate providers;
    // null when locating provider using a module layer
    private final ClassLoader loader;

    // The access control context taken when the ServiceLoader is created
    private final AccessControlContext acc;

    // The lazy-lookup iterator for iterator operations
    private Iterator<Provider<S>> lookupIterator1;
    private final List<S> instantiatedProviders = new ArrayList<>();

    // The lazy-lookup iterator for stream operations
    private Iterator<Provider<S>> lookupIterator2;
    private final List<Provider<S>> loadedProviders = new ArrayList<>();
    private boolean loadedAllProviders; // true when all providers loaded

    // Incremented when reload is called
    private int reloadCount;

    private static JavaLangAccess LANG_ACCESS;复制代码

能够看到,它实现了按照咱们分析的Iterable接口,这样咱们就能够多了不少操做,并且咱们也看到了下面这几个东西,这样咱们就能够作事情了:

private Iterator<Provider<S>> lookupIterator2;
 private final List<Provider<S>> loadedProviders = new ArrayList<>();
 private boolean loadedAllProviders; // true when all providers loaded复制代码

咱们走进findFirst这个方法来看看:

public Optional<S> findFirst() {
        Iterator<S> iterator = iterator();
        if (iterator.hasNext()) {
            return Optional.of(iterator.next());
        } else {
            return Optional.empty();
        }
    }复制代码

咱们看到了iterator()这个方法:

public Iterator<S> iterator() {

        // create lookup iterator if needed
        if (lookupIterator1 == null) {
            lookupIterator1 = newLookupIterator();
        }

        return new Iterator<S>() {

            // record reload count
            final int expectedReloadCount = ServiceLoader.this.reloadCount;
          ...
        }复制代码

如今newLookupIterator()进入到咱们的视野中,没有条件建立条件,刚开始咱们可没有拿到米,如今去找米去:

/** * Returns a new lookup iterator. */
    private Iterator<Provider<S>> newLookupIterator() {
        assert layer == null || loader == null;
        if (layer != null) {
            return new LayerLookupIterator<>();
        } else {
            Iterator<Provider<S>> first = new ModuleServicesLookupIterator<>();
            Iterator<Provider<S>> second = new LazyClassPathLookupIterator<>();
            return new Iterator<Provider<S>>() {
                @Override
                public boolean hasNext() {
                    return (first.hasNext() || second.hasNext());
                }
                @Override
                public Provider<S> next() {
                    if (first.hasNext()) {
                        return first.next();
                    } else if (second.hasNext()) {
                        return second.next();
                    } else {
                        throw new NoSuchElementException();
                    }
                }
            };
        }
    }复制代码

这里抛开其余咱们来看ModuleServicesLookupIterator()这个构造函数 :

ModuleServicesLookupIterator() {
            this.currentLoader = loader;
            this.iterator = iteratorFor(loader);
        }复制代码

映入眼帘的是iteratorFor(ClassLoader loader)这个方法:

/** * Returns an iterator to iterate over the implementations of {@code * service} in modules defined to the given class loader or in custom * layers with a module defined to this class loader. */
        private Iterator<ServiceProvider> iteratorFor(ClassLoader loader) {
            // modules defined to the class loader
            ServicesCatalog catalog;
            if (loader == null) {
                catalog = BootLoader.getServicesCatalog();
            } else {
                catalog = ServicesCatalog.getServicesCatalogOrNull(loader);
            }
              //此处往下到我中文标记结束就是咱们的正主了
            List<ServiceProvider> providers;
            if (catalog == null) {
                providers = List.of();
            } else {
                providers = catalog.findServices(serviceName);
            }
          //结束

            // modules in layers that define modules to the class loader
            ClassLoader platformClassLoader = ClassLoaders.platformClassLoader();
            if (loader == null || loader == platformClassLoader) {
                return providers.iterator();
            } else {
                List<ServiceProvider> allProviders = new ArrayList<>(providers);
                Iterator<ModuleLayer> iterator = LANG_ACCESS.layers(loader).iterator();
                while (iterator.hasNext()) {
                    ModuleLayer layer = iterator.next();
                    for (ServiceProvider sp : providers(layer)) {
                        ClassLoader l = loaderFor(sp.module());
                        if (l != null && l != platformClassLoader) {
                            allProviders.add(sp);
                        }
                    }
                }
                return allProviders.iterator();
            }
        }复制代码

这里终于找到了findServices(String service)这个方法:

/** * Returns the (possibly empty) list of service providers that implement * the given service type. */
    public List<ServiceProvider> findServices(String service) {
        return map.getOrDefault(service, Collections.emptyList());
    }复制代码

结合getOrDefault的源码可知:

default V getOrDefault(Object key, V defaultValue) {
        V v;
        return (((v = get(key)) != null) || containsKey(key))
            ? v
            : defaultValue;
    }复制代码

是否是和咱们的具体思路接上轨了

拿到咱们想要的大米

而咱们的provider实例从何而来,请容我娓娓道来咯:

咱们从jdk.internal.module.Modules这个模块定义类中能够找到addProvides这个方法,也就是说在咱们加载这个模块的时候,这个动做就已经要干活了:

/** * Updates module m to provide a service */
    public static void addProvides(Module m, Class<?> service, Class<?> impl) {
        ModuleLayer layer = m.getLayer();

        PrivilegedAction<ClassLoader> pa = m::getClassLoader;
        ClassLoader loader = AccessController.doPrivileged(pa);

        ClassLoader platformClassLoader = ClassLoaders.platformClassLoader();
        if (layer == null || loader == null || loader == platformClassLoader) {
            // update ClassLoader catalog
            ServicesCatalog catalog;
            if (loader == null) {
                catalog = BootLoader.getServicesCatalog();
            } else {
                catalog = ServicesCatalog.getServicesCatalog(loader);
            }
            catalog.addProvider(m, service, impl);
        }

        if (layer != null) {
            // update Layer catalog
            JLA.getServicesCatalog(layer).addProvider(m, service, impl);
        }
    }复制代码

而后咱们能够从sun.instrument.InstrumentationImpl这个类来看到其工做方式(经过其注释就能够看到这个类和JVM相关):

在加载模块的时候就执行了下面的代码,看下面update provides这个注释的代码能够知道其调用了上面的addProvides这个方法,而最后也是调用了addProvider(m, service, impl)

/** * The Java side of the JPLIS implementation. Works in concert with a native JVMTI agent * to implement the JPLIS API set. Provides both the Java API implementation of * the Instrumentation interface and utility Java routines to support the native code. * Keeps a pointer to the native data structure in a scalar field to allow native * processing behind native methods. */
public class InstrumentationImpl implements Instrumentation {
  ...
  @Override
    public void redefineModule(Module module, Set<Module> extraReads, Map<String, Set<Module>> extraExports, Map<String, Set<Module>> extraOpens, Set<Class<?>> extraUses, Map<Class<?>, List<Class<?>>> extraProvides) {
        if (!module.isNamed())
            return;

        if (!isModifiableModule(module))
            throw new UnmodifiableModuleException(module.getName());

        // copy and check reads
        extraReads = new HashSet<>(extraReads);
        if (extraReads.contains(null))
            throw new NullPointerException("'extraReads' contains null");

        // copy and check exports and opens
        extraExports = cloneAndCheckMap(module, extraExports);
        extraOpens = cloneAndCheckMap(module, extraOpens);

        // copy and check uses
        extraUses = new HashSet<>(extraUses);
        if (extraUses.contains(null))
            throw new NullPointerException("'extraUses' contains null");

        // copy and check provides
        Map<Class<?>, List<Class<?>>> tmpProvides = new HashMap<>();
        for (Map.Entry<Class<?>, List<Class<?>>> e : extraProvides.entrySet()) {
            Class<?> service = e.getKey();
            if (service == null)
                throw new NullPointerException("'extraProvides' contains null");
            List<Class<?>> providers = new ArrayList<>(e.getValue());
            if (providers.isEmpty())
                throw new IllegalArgumentException("list of providers is empty");
            providers.forEach(p -> {
                if (p.getModule() != module)
                    throw new IllegalArgumentException(p + " not in " + module);
                if (!service.isAssignableFrom(p))
                    throw new IllegalArgumentException(p + " is not a " + service);
            });
            tmpProvides.put(service, providers);
        }
        extraProvides = tmpProvides;


        // update reads
        extraReads.forEach(m -> Modules.addReads(module, m));

        // update exports
        for (Map.Entry<String, Set<Module>> e : extraExports.entrySet()) {
            String pkg = e.getKey();
            Set<Module> targets = e.getValue();
            targets.forEach(m -> Modules.addExports(module, pkg, m));
        }

        // update opens
        for (Map.Entry<String, Set<Module>> e : extraOpens.entrySet()) {
            String pkg = e.getKey();
            Set<Module> targets = e.getValue();
            targets.forEach(m -> Modules.addOpens(module, pkg, m));
        }

        // update uses
        extraUses.forEach(service -> Modules.addUses(module, service));

        // update provides
        for (Map.Entry<Class<?>, List<Class<?>>> e : extraProvides.entrySet()) {
            Class<?> service = e.getKey();
            List<Class<?>> providers = e.getValue();
            providers.forEach(p -> Modules.addProvides(module, service, p));
        }
    }
  ...
}复制代码

Instrumentation接口有一段很重要的注释,你们本身看吧,就很少说了:

/** * This class provides services needed to instrument Java * programming language code. * Instrumentation is the addition of byte-codes to methods for the * purpose of gathering data to be utilized by tools. * Since the changes are purely additive, these tools do not modify * application state or behavior. * Examples of such benign tools include monitoring agents, profilers, * coverage analyzers, and event loggers. * * <P> * There are two ways to obtain an instance of the * <code>Instrumentation</code> interface: * * <ol> * <li><p> When a JVM is launched in a way that indicates an agent * class. In that case an <code>Instrumentation</code> instance * is passed to the <code>premain</code> method of the agent class. * </p></li> * <li><p> When a JVM provides a mechanism to start agents sometime * after the JVM is launched. In that case an <code>Instrumentation</code> * instance is passed to the <code>agentmain</code> method of the * agent code. </p> </li> * </ol> * <p> * These mechanisms are described in the * {@linkplain java.lang.instrument package specification}. * <p> * Once an agent acquires an <code>Instrumentation</code> instance, * the agent may call methods on the instance at any time. * * @since 1.5 */
public interface Instrumentation {
}复制代码

那么,咱们最后,走入addProvider(m, service, impl)这个方法中:

/** * Add a provider in the given module to this services catalog * * @apiNote This method is for use by java.lang.instrument */
    public void addProvider(Module module, Class<?> service, Class<?> impl) {
        List<ServiceProvider> list = providers(service.getName());
        list.add(new ServiceProvider(module, impl.getName()));
    }
...
 public final class ServiceProvider {
        private final Module module;
        private final String providerName;

        public ServiceProvider(Module module, String providerName) {
            this.module = module;
            this.providerName = providerName;
        }
   ...
 }复制代码

再通过了这么曲曲折折的过程,终于拿到了ServiceProvider,里面包括了咱们所要调用实现类的地址信息

因而,看下ServiceLoader这个类定义的Provider静态内部接口:

/** * Represents a service provider located by {@code ServiceLoader}. * * <p> When using a loader's {@link ServiceLoader#stream() stream()} method * then the elements are of type {@code Provider}. This allows processing * to select or filter on the provider class without instantiating the * provider. </p> * * @param <S> The service type * @since 9 * @spec JPMS */
    public static interface Provider<S> extends Supplier<S> {
        /** * Returns the provider type. There is no guarantee that this type is * accessible or that it has a public no-args constructor. The {@link * #get() get()} method should be used to obtain the provider instance. * * <p> When a module declares that the provider class is created by a * provider factory then this method returns the return type of its * public static "{@code provider()}" method. * * @return The provider type */
        Class<? extends S> type();

        /** * Returns an instance of the provider. * * @return An instance of the provider. * * @throws ServiceConfigurationError * If the service provider cannot be instantiated, or in the * case of a provider factory, the public static * "{@code provider()}" method returns {@code null} or throws * an error or exception. The {@code ServiceConfigurationError} * will carry an appropriate cause where possible. */
        @Override S get();
    }复制代码

而后咱们回到以前追到的iteratorFor方法,知道其返回的是 Iterator<ServiceProvider>类型

/** * Returns an iterator to iterate over the implementations of {@code * service} in modules defined to the given class loader or in custom * layers with a module defined to this class loader. */
        private Iterator<ServiceProvider> iteratorFor(ClassLoader loader) {
            // modules defined to the class loader
            ServicesCatalog catalog;
            if (loader == null) {
                catalog = BootLoader.getServicesCatalog();
            } else {
                catalog = ServicesCatalog.getServicesCatalogOrNull(loader);
            }
            List<ServiceProvider> providers;
            if (catalog == null) {
                providers = List.of();
            } else {
                providers = catalog.findServices(serviceName);
            }
          ...
        }复制代码

而后回到ModuleServicesLookupIterator()这个构造函数,直接看这个内部类,也就是调用这个

/** * Implements lazy service provider lookup of service providers that * are provided by modules defined to a class loader or to modules in * layers with a module defined to the class loader. */
    private final class ModuleServicesLookupIterator<T> implements Iterator<Provider<T>> {
        ClassLoader currentLoader;
        Iterator<ServiceProvider> iterator;

        Provider<T> nextProvider;
        ServiceConfigurationError nextError;

        ModuleServicesLookupIterator() {
            this.currentLoader = loader;
            this.iterator = iteratorFor(loader);
        }

        ...
    }复制代码

newLookupIterator这个方法中获得ModuleServicesLookupIterator的实例first,并调用其hasNext方法

/** * Returns a new lookup iterator. */
    private Iterator<Provider<S>> newLookupIterator() {
        assert layer == null || loader == null;
        if (layer != null) {
            return new LayerLookupIterator<>();
        } else {
            Iterator<Provider<S>> first = new ModuleServicesLookupIterator<>();
            Iterator<Provider<S>> second = new LazyClassPathLookupIterator<>();
            return new Iterator<Provider<S>>() {
                @Override
                public boolean hasNext() {
                    return (first.hasNext() || second.hasNext());
                }
                @Override
                public Provider<S> next() {
                    if (first.hasNext()) {
                        return first.next();
                    } else if (second.hasNext()) {
                        return second.next();
                    } else {
                        throw new NoSuchElementException();
                    }
                }
            };
        }复制代码

咱们来进入这个hasNext方法,也就是在这里,调用了loadProvider生成了一个bean

@Override
        public boolean hasNext() {
            while (nextProvider == null && nextError == null) {
                // get next provider to load
                while (!iterator.hasNext()) {
                    if (currentLoader == null) {
                        return false;
                    } else {
                        currentLoader = currentLoader.getParent();
                        iterator = iteratorFor(currentLoader);
                    }
                }

                // attempt to load provider
                ServiceProvider provider = iterator.next();
                try {
                    @SuppressWarnings("unchecked")
                    Provider<T> next = (Provider<T>) loadProvider(provider);
                    nextProvider = next;
                } catch (ServiceConfigurationError e) {
                    nextError = e;
                }
            }
            return true;
        }

        @Override
        public Provider<T> next() {
            if (!hasNext())
                throw new NoSuchElementException();

            Provider<T> provider = nextProvider;
            if (provider != null) {
                nextProvider = null;
                return provider;
            } else {
                ServiceConfigurationError e = nextError;
                assert e != null;
                nextError = null;
                throw e;
            }
        }
    }复制代码

走进这个loadProvider方法,抛开前面全部,咱们只看最后返回为:new ProviderImpl<S>(service, type, ctor, acc)

/** * Loads a service provider in a module. * * Returns {@code null} if the service provider's module doesn't read * the module with the service type. * * @throws ServiceConfigurationError if the class cannot be loaded or * isn't the expected sub-type (or doesn't define a provider * factory method that returns the expected type) */
    private Provider<S> loadProvider(ServiceProvider provider) {
        Module module = provider.module();
        if (!module.canRead(service.getModule())) {
            // module does not read the module with the service type
            return null;
        }

        String cn = provider.providerName();
        Class<?> clazz = null;
        if (acc == null) {
            try {
                clazz = Class.forName(module, cn);
            } catch (LinkageError e) {
                fail(service, "Unable to load " + cn, e);
            }
        } else {
            PrivilegedExceptionAction<Class<?>> pa = () -> Class.forName(module, cn);
            try {
                clazz = AccessController.doPrivileged(pa);
            } catch (PrivilegedActionException pae) {
                Throwable x = pae.getCause();
                fail(service, "Unable to load " + cn, x);
                return null;
            }
        }
        if (clazz == null) {
            fail(service, "Provider " + cn + " not found");
        }

        int mods = clazz.getModifiers();
        if (!Modifier.isPublic(mods)) {
            fail(service, clazz + " is not public");
        }

        // if provider in explicit module then check for static factory method
        if (inExplicitModule(clazz)) {
            Method factoryMethod = findStaticProviderMethod(clazz);
            if (factoryMethod != null) {
                Class<?> returnType = factoryMethod.getReturnType();
                if (!service.isAssignableFrom(returnType)) {
                    fail(service, factoryMethod + " return type not a subtype");
                }

                @SuppressWarnings("unchecked")
                Class<? extends S> type = (Class<? extends S>) returnType;
                return new ProviderImpl<S>(service, type, factoryMethod, acc);
            }
        }

        // no factory method so must be a subtype
        if (!service.isAssignableFrom(clazz)) {
            fail(service, clazz.getName() + " not a subtype");
        }

        @SuppressWarnings("unchecked")
        Class<? extends S> type = (Class<? extends S>) clazz;
        @SuppressWarnings("unchecked")
        Constructor<? extends S> ctor = (Constructor<? extends S> ) getConstructor(clazz);
        return new ProviderImpl<S>(service, type, ctor, acc);
    }复制代码

最后,咱们经过查看这个ProviderImpl类终于获得了咱们想要获得的结果。

/** * A Provider implementation that supports invoking, with reduced * permissions, the static factory to obtain the provider or the * provider's no-arg constructor. */
    private static class ProviderImpl<S> implements Provider<S> {
        final Class<S> service;
        final Class<? extends S> type;
        final Method factoryMethod;  // factory method or null
        final Constructor<? extends S> ctor; // public no-args constructor or null
        final AccessControlContext acc;

        ProviderImpl(Class<S> service,
                     Class<? extends S> type,
                     Method factoryMethod,
                     AccessControlContext acc) {
            this.service = service;
            this.type = type;
            this.factoryMethod = factoryMethod;
            this.ctor = null;
            this.acc = acc;
        }

        ProviderImpl(Class<S> service,
                     Class<? extends S> type,
                     Constructor<? extends S> ctor,
                     AccessControlContext acc) {
            this.service = service;
            this.type = type;
            this.factoryMethod = null;
            this.ctor = ctor;
            this.acc = acc;
        }

        @Override
        public Class<? extends S> type() {
            return type;
        }

        @Override
        public S get() {
            if (factoryMethod != null) {
                return invokeFactoryMethod();
            } else {
                return newInstance();
            }
        }复制代码

IOC和模块化所提供的相似效果的最大的区别就是,前者是提供了实例化的bean(即使是经过AOP实现的,这点很重要,Java9模块化在使用Spring的时候会有特别的设置),并且是基于Spring容器的单例的存在(多例注入的问题请参考我这方面的Spring源码解析),后者是提供了class字节码所在的路径,用的时候内部会自行生成实例,因此是多例的。

其实整个过程,Java的模块化文件系统起了很大的做用(这块看状况假如篇幅比较长久不放在个人书里了),而后本身追源码的思路也在这里给你们展示了一番,但愿能够对你们有所帮助,看源码不要上来就瞎找的。另外,最重要的一点就是,不要由于源码不少,很复杂就轻言放弃,看的多了,看的久了,天然就有一套属于本身的方法论了。

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