聊聊如何利用管道模式来进行业务编排（上篇）

作者: linyb极客之路 | 来源:发表于2022-08-30 09:51 被阅读0次

前言

1、什么是管道模式

管道模式不属于我们常说的23种设计模式中的一种，它可以看成是责任链模式的一种变体。所谓的管道模式用技术话来说，就是把数据传递给一个任务队列，由任务队列按次序依次对数据进行加工处理。

image.png

2、什么样的场景适合用管道模式

当业务流程比较复杂时，需要拆分成多个子步骤，且每个子步骤可以自由组合，替换，新增，删除的场景

实现管道的一般套路

1、封装管道数据透传上下文

public class ChannelHandlerContext extends ConcurrentHashMap<String,Object> {

    protected static Class<? extends ChannelHandlerContext> contextClass = ChannelHandlerContext.class;

    protected static final TransmittableThreadLocal<? extends ChannelHandlerContext> CHAIN_CONTEXT = new TransmittableThreadLocal<ChannelHandlerContext>() {
        @Override
        protected ChannelHandlerContext initialValue() {
            try {
                return contextClass.getDeclaredConstructor().newInstance();
            } catch (Throwable e) {
                throw new RuntimeException(e);
            }
        }
    };

    /**
     * 覆盖默认的管道上下文
     *
     * @param clazz
     */
    public static void setContextClass(Class<? extends ChannelHandlerContext> clazz) {
        contextClass = clazz;
    }

    /**
     * 获取当前管道上下文
     *
     *
     */
    public static final ChannelHandlerContext getCurrentContext() {
        return CHAIN_CONTEXT.get();
    }

    /**
     * 释放上下文资源
     *
     * @return
     */
    public void release() {
        this.clear();
        CHAIN_CONTEXT.remove();
    }

    /**
     *
     * 获取上下文默认值
     * @param key
     * @param defaultValue
     * @return
     */
    public Object getDefault(String key, Object defaultValue) {
        return Optional.ofNullable(get(key)).orElse(defaultValue);
    }

    public static final String CHANNEL_HANDLER_REQUEST_KEY = "channelHandlerRequest";

    public ChannelHandlerRequest getChannelHandlerRequest() {
        return (ChannelHandlerRequest) this.getDefault(CHANNEL_HANDLER_REQUEST_KEY,ChannelHandlerRequest.builder().build());
    }


}

2、定义管道抽象执行器

public abstract class AbstactChannelHandler {

    private String channelHandlerName;

    public String getChannelHandlerName() {
        return channelHandlerName;
    }

    public void setChannelHandlerName(String channelHandlerName) {
        this.channelHandlerName = channelHandlerName;
    }

    public abstract boolean handler(ChannelHandlerContext chx);


}

3、定义管道

@Slf4j
public class ChannelPipeline {

    private LinkedBlockingDeque<AbstactChannelHandler> channelHandlers = new LinkedBlockingDeque();

    private ChannelHandlerContext handlerContext;


    public ChannelPipeline addFirst(AbstactChannelHandler channelHandler){
       return addFirst(null,channelHandler);
    }

    public ChannelPipeline addLast(AbstactChannelHandler channelHandler){
      return addLast(null,channelHandler);
    }

    public ChannelPipeline addFirst(String channelHandlerName,AbstactChannelHandler channelHandler){
        if(StringUtils.isNotBlank(channelHandlerName)){
            channelHandler.setChannelHandlerName(channelHandlerName);
        }
        channelHandlers.addFirst(channelHandler);
        return this;
    }

    public ChannelPipeline addLast(String channelHandlerName,AbstactChannelHandler channelHandler){
        if(org.apache.commons.lang3.StringUtils.isNotBlank(channelHandlerName)){
            channelHandler.setChannelHandlerName(channelHandlerName);
        }
        channelHandlers.addLast(channelHandler);
        return this;
    }


    public void setChannelHandlers(LinkedBlockingDeque<AbstactChannelHandler> channelHandlers) {
        this.channelHandlers = channelHandlers;
    }

    public ChannelHandlerContext getHandlerContext() {
        return handlerContext;
    }

    public void setHandlerContext(ChannelHandlerContext handlerContext) {
        this.handlerContext = handlerContext;
    }

    public boolean start(ChannelHandlerRequest channelHandlerRequest){
         if(channelHandlers.isEmpty()){
             log.warn("channelHandlers is empty");
             return false;
         }

        return handler(channelHandlerRequest);
    }

    private boolean handler(ChannelHandlerRequest channelHandlerRequest) {
        if(StringUtils.isBlank(channelHandlerRequest.getRequestId())){
            channelHandlerRequest.setRequestId(String.valueOf(SnowflakeUtils.getNextId()));
        }
        handlerContext.put(ChannelHandlerContext.CHANNEL_HANDLER_REQUEST_KEY,channelHandlerRequest);
        boolean isSuccess = true;
        try {
            for (AbstactChannelHandler channelHandler : channelHandlers) {
                  isSuccess = channelHandler.handler(handlerContext);
                if(!isSuccess){
                    break;
                }
            }

            if(!isSuccess){
                channelHandlers.clear();
            }
        } catch (Exception e) {
            log.error("{}",e.getMessage());
            isSuccess = false;
        } finally {
            handlerContext.release();
        }
        return isSuccess;
    }

}

4、根据业务的复杂度拆分不同子任务管道执行器

@Slf4j
public class UserCheckChannelHandler extends AbstactChannelHandler {

    
    @Override
    public boolean handler(ChannelHandlerContext chx) {
        ChannelHandlerRequest channelHandlerRequest = chx.getChannelHandlerRequest();
        System.out.println("------------------------------------步骤一：用户数据校验【"+channelHandlerRequest.getRequestId()+"】");
        Object params = channelHandlerRequest.getParams();
        if(params instanceof User){
            User user = (User)params;
            if(StringUtils.isBlank(user.getFullname())){
                log.error("用户名不能为空");
                return false;
            }
            return true;
        }


        return false;
    }
}

@Slf4j
public class UserFillUsernameAndEmailChannelHandler extends AbstactChannelHandler {
    @SneakyThrows
    @Override
    public boolean handler(ChannelHandlerContext chx) {
        ChannelHandlerRequest channelHandlerRequest = chx.getChannelHandlerRequest();
        System.out.println("------------------------------------步骤二：用户名以及邮箱填充【将汉语转成拼音填充】【"+channelHandlerRequest.getRequestId()+"】");
        Object params = channelHandlerRequest.getParams();
        if(params instanceof User){
            User user = (User)params;
            String fullname = user.getFullname();
            HanyuPinyinOutputFormat hanyuPinyinOutputFormat = new HanyuPinyinOutputFormat();
            hanyuPinyinOutputFormat.setToneType(HanyuPinyinToneType.WITHOUT_TONE);
            String username = PinyinHelper.toHanYuPinyinString(fullname, hanyuPinyinOutputFormat);
            user.setUsername(username);
            user.setEmail(username + "@qq.com");
            return true;
        }


        return false;
    }
}

public class UserPwdEncryptChannelHandler extends AbstactChannelHandler {
    @Override
    public boolean handler(ChannelHandlerContext chx) {
        ChannelHandlerRequest channelHandlerRequest = chx.getChannelHandlerRequest();
        System.out.println("------------------------------------步骤三：用户密码明文转密文【"+channelHandlerRequest.getRequestId()+"】");
        Object params = channelHandlerRequest.getParams();
        if(params instanceof User){
            String encryptPwd = DigestUtil.sha256Hex(((User) params).getPassword());
            ((User) params).setPassword(encryptPwd);
            return true;
        }

        return false;
    }
}

public class UserMockSaveChannelHandler extends AbstactChannelHandler {

    @Override
    public boolean handler(ChannelHandlerContext chx) {
        ChannelHandlerRequest channelHandlerRequest = chx.getChannelHandlerRequest();
        System.out.println("------------------------------------步骤四：模拟用户数据落库【"+channelHandlerRequest.getRequestId()+"】");
        Object params = channelHandlerRequest.getParams();
        if(params instanceof User){
            Map<String, User> userMap = new HashMap<>();
            User user = (User)params;
            userMap.put(user.getUsername(),user);
            chx.put("userMap",userMap);
            return true;
        }


        return false;
    }
}

public class UserPrintChannleHandler extends AbstactChannelHandler {
    @Override
    public boolean handler(ChannelHandlerContext chx) {
        ChannelHandlerRequest channelHandlerRequest = chx.getChannelHandlerRequest();
        System.out.println("------------------------------------步骤五：打印用户数据【"+channelHandlerRequest.getRequestId()+"】");
        Object params = channelHandlerRequest.getParams();
        if(params instanceof User){
            Object userMap = chx.get("userMap");
            if(userMap instanceof Map){
                Map map = (Map)userMap;
                if(map.containsKey(((User) params).getUsername())){
                    System.out.println(map.get(((User) params).getUsername()));
                    return true;
                }
            }
        }

        return false;
    }
}

5、对各个子任务进行编排组合

@Service
public class UserServiceImpl implements UserService {

    @Override
    public boolean save(User user) {
       return ChannelPipelineExecutor.pipeline()
                .addLast(new UserCheckChannelHandler())
                .addLast(new UserFillUsernameAndEmailChannelHandler())
                .addLast(new UserPwdEncryptChannelHandler())
                .addLast(new UserMockSaveChannelHandler())
                .addLast(new UserPrintChannleHandler())
                .start(ChannelHandlerRequest.builder().params(user).build());
    }
}

6、测试

  Faker faker = Faker.instance(Locale.CHINA);
        User user = User.builder().age(20)
                .fullname(faker.name().fullName())
                .mobile(faker.phoneNumber().phoneNumber())
                .password("123456").build();
        userService.save(user);

查看控制台
[图片上传失败...(image-f910c2-1661824275785)]

思考一下：上述实现的管道模式，有没有优化的空间？

在步骤5对各个子任务进行编排组合，假设子业务存在N个步骤，我们需要addLast N次，感觉有点硬编码了。因此我们可以做如下改造

改造

1、定义管道注解

@Retention(RetentionPolicy.RUNTIME)
@Target(ElementType.TYPE)
@Documented
@Component
@Role(BeanDefinition.ROLE_INFRASTRUCTURE)
public @interface Pipeline {

    Class consumePipelinesService();

    String consumePipelinesMethod();

    Class[] args() default {};

    int order();
}

2、定义管道扫描器

public class PipelineClassPathBeanDefinitionScanner extends ClassPathBeanDefinitionScanner {

    public PipelineClassPathBeanDefinitionScanner(BeanDefinitionRegistry registry) {
        super(registry);
    }


    @Override
    protected Set<BeanDefinitionHolder> doScan(String... basePackages) {
        Set<BeanDefinitionHolder> beanDefinitionHolders = super.doScan(basePackages);
        for (BeanDefinitionHolder beanDefinitionHolder : beanDefinitionHolders) {
            GenericBeanDefinition beanDefinition = (GenericBeanDefinition) beanDefinitionHolder.getBeanDefinition();
            String className = beanDefinition.getBeanClassName();
            beanDefinition.getPropertyValues().addPropertyValue("pipelineServiceClz",className);
            beanDefinition.setBeanClass(ComsumePipelineFactoryBean.class);

        }

        return beanDefinitionHolders;

    }

    @Override
    protected boolean isCandidateComponent(AnnotatedBeanDefinition beanDefinition) {
        return beanDefinition.getMetadata().isInterface();
    }
}

3、定义管道注册器

public class PipelineImportBeanDefinitionRegistrar implements ImportBeanDefinitionRegistrar {

    @Override
    public void registerBeanDefinitions(AnnotationMetadata importingClassMetadata, BeanDefinitionRegistry registry) {


        PipelineClassPathBeanDefinitionScanner scanner = new PipelineClassPathBeanDefinitionScanner(registry);
        scanner.addIncludeFilter(new AnnotationTypeFilter(FunctionalInterface.class));
        Set<String> basePackages = getBasePackages(importingClassMetadata);
        String[] basePackageArr = {};
        scanner.scan(basePackages.toArray(basePackageArr));

    }

    protected Set<String> getBasePackages(AnnotationMetadata importingClassMetadata) {
        Map<String, Object> attributes = importingClassMetadata.getAnnotationAttributes(EnabledPipeline.class.getCanonicalName());

        Set<String> basePackages = new HashSet<>();

        for (String pkg : (String[]) attributes.get("basePackages")) {
            if (StringUtils.hasText(pkg)) {
                basePackages.add(pkg);
            }
        }

        if (basePackages.isEmpty()) {
            basePackages.add(
                    ClassUtils.getPackageName(importingClassMetadata.getClassName()));
        }
        return basePackages;
    }
}

4、定义EnableXXX注解

@Retention(RetentionPolicy.RUNTIME)
@Target(ElementType.TYPE)
@Documented
@Import(PipelineImportBeanDefinitionRegistrar.class)
public @interface EnabledPipeline {

    String[] basePackages() default {};
}

注：此外还需定义管道代理和管道factoryBean，因为篇幅就不贴了。感兴趣的朋友就查看文末的demo链接

5、将原有的管道任务执行器，改造成如下

@Slf4j
@Pipeline(consumePipelinesService = UserService.class,consumePipelinesMethod = "save",args = {User.class},order = 1)
public class UserCheckChannelHandler extends AbstactChannelHandler {

    
    @Override
    public boolean handler(ChannelHandlerContext chx) {
        ChannelHandlerRequest channelHandlerRequest = chx.getChannelHandlerRequest();
        System.out.println("------------------------------------步骤一：用户数据校验【"+channelHandlerRequest.getRequestId()+"】");
        String json = JSON.toJSONString(channelHandlerRequest.getParams());
        List<User> users = JSON.parseArray(json,User.class);
        if(CollectionUtil.isEmpty(users) || StringUtils.isBlank(users.get(0).getFullname())){
            log.error("用户名不能为空");
            return false;
        }
        return true;


    }
}

@Slf4j
@Pipeline(consumePipelinesService = UserService.class,consumePipelinesMethod = "save",args = {User.class},order = 2)
public class UserFillUsernameAndEmailChannelHandler extends AbstactChannelHandler {
    @SneakyThrows
    @Override
    public boolean handler(ChannelHandlerContext chx) {
        ChannelHandlerRequest channelHandlerRequest = chx.getChannelHandlerRequest();
        System.out.println("------------------------------------步骤二：用户名以及邮箱填充【将汉语转成拼音填充】【"+channelHandlerRequest.getRequestId()+"】");
        String json = JSON.toJSONString(channelHandlerRequest.getParams());
        List<User> users = JSON.parseArray(json,User.class);
        if(CollectionUtil.isNotEmpty(users)){
            User user = users.get(0);
            String fullname = user.getFullname();
            HanyuPinyinOutputFormat hanyuPinyinOutputFormat = new HanyuPinyinOutputFormat();
            hanyuPinyinOutputFormat.setToneType(HanyuPinyinToneType.WITHOUT_TONE);
            String username = PinyinHelper.toHanYuPinyinString(fullname, hanyuPinyinOutputFormat);
            user.setUsername(username);
            user.setEmail(username + "@qq.com");
            return true;

        }



        return false;
    }
}

。。。省略剩余管道任务执行器

6、原来的步骤编排，仅需写接口即可

@FunctionalInterface
public interface UserService {

    boolean save(User user);

}

仅需这样即可进行编排

7、测试

在启动类上加上@EnabledPipeline注解。示例如下

@SpringBootApplication
@EnabledPipeline(basePackages = "com.github.lybgeek.pipeline.spring.test")
public class SpringPipelineApplication  {

    public static void main(String[] args) {
        SpringApplication.run(SpringPipelineApplication.class);
    }

}

 @Test
    public void testPipeline(){
        boolean isOk = userService.save(user);
        Assert.assertTrue(isOk);

    }

image.png

编排的效果和之前的一样

总结

本文主要实现2种不同形式的管道模式，一种基于注解，编排步骤通过注解直接写在了执行器上，通过执行器去定位业务执行方法。另外一种是业务方法里面自己组合调用执行器。通过注解这方式虽然避免了业务方法自己去编排执行器，但也存在当执行器一多的话，就需要翻每个执行器类，看他的执行器顺序，这样可能会出现执行器因为顺序问题，而达不到我们想要的组合效果。基于这个问题，我将在下篇文章，在介绍其他2种实现方式

demo链接

https://github.com/lyb-geek/springboot-learning/tree/master/springboot-pipeline

聊聊如何利用管道模式来进行业务编排（上篇）

前言

实现管道的一般套路

改造

总结

demo链接

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