Java動態線程池插件dynamic-tp怎么使用

這篇文章主要介紹“Java動態線程池插件dynamic-tp怎么使用”，在日常操作中，相信很多人在Java動態線程池插件dynamic-tp怎么使用問題上存在疑惑，小編查閱了各式資料，整理出簡單好用的操作方法，希望對大家解答”Java動態線程池插件dynamic-tp怎么使用”的疑惑有所幫助！接下來，請跟著小編一起來學習吧！

前言

dynamic-tp是一個輕量級的動態線程池插件，它是一個基于配置中心的動態線程池，線程池的參數可以通過配置中心配置進行動態的修改，目前支持的配置中心有Apollo,Nacos和Zookeeper，同時dynamic-tp支持線程池的監控和報警，具體特性如下：

• 基于Spring框架，現只支持SpringBoot項目使用，輕量級，引入 starter 即可使用

• 基于配置中心實現線程池參數動態調整，實時生效；集成主流配置中心，已支持 Nacos、Apollo，Zookeeper， 同時也提供 SPI 接口可自定義擴展實現

• 內置通知報警功能，提供多種報警維度（配置變更通知、活性報警、容量閾值報警、拒絕策略觸發報警）， 默認支持企業微信、釘釘報警，同時提供 SPI 接口可自定義擴展實現

• 內置線程池指標采集功能，支持通過 MicroMeter、JsonLog 日志輸出、Endpoint 三種方式，可通過 SPI 接口自定義擴展實現

• 集成管理常用第三方組件的線程池，已集成 SpringBoot 內置 WebServer（tomcat、undertow、jetty）的線程池管理

• Builder 提供TTL包裝功能，生成的線程池支持上下文信息傳遞

快速開始

pom依賴

dynamic-tp-spring-boot-starter-zookeeper是集成dynamic-tp的starter，這里引入了micrometer-registry-prometheus和spring-boot-starter-actuator用于對接Prometheus。

    <dependencies>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-web</artifactId>
        </dependency>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-logging</artifactId>
        </dependency>
        <dependency>
            <groupId>io.github.lyh300</groupId>
            <artifactId>dynamic-tp-spring-boot-starter-zookeeper</artifactId>
            <version>1.0.2</version>
        </dependency>
        <dependency>
            <groupId>io.micrometer</groupId>
            <artifactId>micrometer-registry-prometheus</artifactId>
            <version>1.6.4</version>
        </dependency>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-actuator</artifactId>
        </dependency>
    </dependencies>

YML配置

server:
  port: 8888

spring:
  application:
    name: dynamic-tp-zookeeper-demo
  # 下面是接入zk配置中心的配置  
  dynamic:
    tp:
      config-type: properties # zookeeper只支持properties配置
      zookeeper:
        config-version: 1.0.0 # 配置版本號
        zk-connect-str: 127.0.0.1:2181 # zk配置中心，如果是集群用逗號分開
        root-node: /configserver/userproject # 項目節點
        node: dynamic-tp-zookeeper-demo # 配置文件節點
# 對接prometheus
management:
  metrics:
    tags:
      application: ${spring.application.name}
  endpoints:
    web:
      exposure:
        include: '*'

配置中心dynamic-tp-zookeeper-demo配置文件配置

注：Zookeeper配置中心只支持properties類型配置，配置示例如下：

spring.dynamic.tp.executors部分是對線程池的配置，該配置是數組類型，可以定義多個線程池

spring.dynamic.tp.executors[1].notifyItems部分配置是對線程池報警平臺的配置，可以配置多個報警平臺

# 開啟動態線程池
spring.dynamic.tp.enabled=true
# 打印動態線程池banner
spring.dynamic.tp.enabledBanner=true
# 開啟線程池監控指標收集
spring.dynamic.tp.enabledCollect=true
# 線程池監控指標收集類型 logging-日志文件 micrometer-采集到第三方平臺 
spring.dynamic.tp.collectorType=logging
# 采集監控數據時間間隔 5s
spring.dynamic.tp.monitorInterval=5
spring.dynamic.tp.executors[0].threadPoolName=dynamic-tp-test-1
spring.dynamic.tp.executors[0].corePoolSize=50
spring.dynamic.tp.executors[0].maximumPoolSize=50
spring.dynamic.tp.executors[0].queueCapacity=3000
spring.dynamic.tp.executors[0].queueType=VariableLinkedBlockingQueue
spring.dynamic.tp.executors[0].rejectedHandlerType=CallerRunsPolicy
spring.dynamic.tp.executors[0].keepAliveTime=50
spring.dynamic.tp.executors[0].allowCoreThreadTimeOut=false
spring.dynamic.tp.executors[0].threadNamePrefix=test1
spring.dynamic.tp.executors[0].notifyItems[0].type=capacity
spring.dynamic.tp.executors[0].notifyItems[0].enabled=false
spring.dynamic.tp.executors[0].notifyItems[0].threshold=80
spring.dynamic.tp.executors[0].notifyItems[0].platforms[0]=ding
spring.dynamic.tp.executors[0].notifyItems[0].platforms[1]=wechat
spring.dynamic.tp.executors[0].notifyItems[0].interval=120
spring.dynamic.tp.executors[0].notifyItems[1].type=change
spring.dynamic.tp.executors[0].notifyItems[1].enabled=false
spring.dynamic.tp.executors[0].notifyItems[2].type=liveness
spring.dynamic.tp.executors[0].notifyItems[2].enabled=false
spring.dynamic.tp.executors[0].notifyItems[2].threshold=80
spring.dynamic.tp.executors[0].notifyItems[3].type=reject
spring.dynamic.tp.executors[0].notifyItems[3].enabled=false
spring.dynamic.tp.executors[0].notifyItems[3].threshold=1
spring.dynamic.tp.executors[1].threadPoolName=dynamic-tp-test-2
spring.dynamic.tp.executors[1].corePoolSize=20
spring.dynamic.tp.executors[1].maximumPoolSize=30
spring.dynamic.tp.executors[1].queueCapacity=1000
spring.dynamic.tp.executors[1].queueType=VariableLinkedBlockingQueue
spring.dynamic.tp.executors[1].rejectedHandlerType=CallerRunsPolicy
spring.dynamic.tp.executors[1].keepAliveTime=50
spring.dynamic.tp.executors[1].allowCoreThreadTimeOut=false
spring.dynamic.tp.executors[1].threadNamePrefix=test2
spring.dynamic.tp.executors[1].notifyItems[0].type=capacity
spring.dynamic.tp.executors[1].notifyItems[0].enabled=false
spring.dynamic.tp.executors[1].notifyItems[0].threshold=80
spring.dynamic.tp.executors[1].notifyItems[0].platforms[0]=ding
spring.dynamic.tp.executors[1].notifyItems[0].platforms[1]=wechat
spring.dynamic.tp.executors[1].notifyItems[0].interval=120
spring.dynamic.tp.executors[1].notifyItems[1].type=change
spring.dynamic.tp.executors[1].notifyItems[1].enabled=false
spring.dynamic.tp.executors[1].notifyItems[2].type=liveness
spring.dynamic.tp.executors[1].notifyItems[2].enabled=false
spring.dynamic.tp.executors[1].notifyItems[2].threshold=80
spring.dynamic.tp.executors[1].notifyItems[3].type=reject
spring.dynamic.tp.executors[1].notifyItems[3].enabled=false
spring.dynamic.tp.executors[1].notifyItems[3].threshold=1

創建線程池

創建線程池，會注冊到dynamic-tp

@Configuration
public class ThreadPoolConfiguration {
    @Bean
    public DtpExecutor dtpExecutor() {

        return ThreadPoolCreator.createDynamicFast("dynamic-tp-test-1");
    }
    @Bean
    public ThreadPoolExecutor threadPoolExecutor() {
        return ThreadPoolBuilder.newBuilder()
                .threadPoolName("dynamic-tp-test-2")
                .corePoolSize(10)
                .maximumPoolSize(15)
                .keepAliveTime(15000)
                .timeUnit(TimeUnit.MILLISECONDS)
                .workQueue(QueueTypeEnum.SYNCHRONOUS_QUEUE.getName(), null, false)
                .buildDynamic();
    }
}

使用

初次使用不注意官網文檔的話可能會通過@Autowired的方式使用，目前版本這么使用是不正確的，因為當讀取配置文件后，配置文件生成的線程池對象就會把@Bean創建的線程池覆蓋了，所以目前版本只能根據名字從DtpRegistry獲取線程池對象了，筆者也和項目作者溝通過，項目作者也覺得通過@Autowired方式更好一些，后面版本也會優化。

@Slf4j
@RestController
@SuppressWarnings("all")
public class TestController {
    @GetMapping("/dtp-zookeeper-example/test")
    public String test() {
        new Thread(() -> {
            try {
                task();
            } catch (InterruptedException e) {
                e.printStackTrace();
            }
        }).start();
        return "success";
    }
    public void task() throws InterruptedException {
        DtpExecutor dtpExecutor1 = DtpRegistry.getExecutor("dynamic-tp-test-1");
        DtpExecutor dtpExecutor2 = DtpRegistry.getExecutor("dynamic-tp-test-2");
        for (int i = 0; i < 100; i++) {
            Thread.sleep(100);
            dtpExecutor1.execute(() -> {
                log.info("i am dynamic-tp-test-1 task");
            });
            dtpExecutor2.execute(() -> {
                log.info("i am dynamic-tp-test-2 task");
            });
        }
    }
}

監控數據和第三方平臺對接

logging方式

spring.dynamic.tp.collectorType=logging,logging方式的監控數據，采集日志文件中，文件的位置可以通過spring.dynamic.tp.logPath配置，默認 ${user.home}/logs，日志內容如下：

2022-03-07 13:48:31.585 INFO [dtp-monitor1:D.M.LOG] {"activeCount":0,"queueSize":0,"largestPoolSize":0,"poolSize":0,"rejectHandlerName":"CallerRunsPolicy","queueCapacity":0,"fair":false,"rejectCount":0,"waitTaskCount":0,"taskCount":0,"queueRemainingCapacity":0,"corePoolSize":40,"queueType":"SynchronousQueue","completedTaskCount":0,"dtpName":"dynamic-tp-test-2","maximumPoolSize":55}
2022-03-07 13:48:31.585 INFO [dtp-monitor1:D.M.LOG] {"activeCount":0,"queueSize":0,"largestPoolSize":0,"poolSize":0,"queueCapacity":2147483647,"fair":false,"rejectCount":0,"waitTaskCount":0,"taskCount":0,"queueRemainingCapacity":2147483647,"corePoolSize":10,"queueType":"TaskQueue","completedTaskCount":0,"dtpName":"tomcatWebServerTp","maximumPoolSize":200}
2022-03-07 13:48:36.590 INFO [dtp-monitor1:D.M.LOG] {"activeCount":0,"queueSize":0,"largestPoolSize":0,"poolSize":0,"rejectHandlerName":"CallerRunsPolicy","queueCapacity":1024,"fair":false,"rejectCount":0,"waitTaskCount":0,"taskCount":0,"queueRemainingCapacity":1024,"corePoolSize":50,"queueType":"VariableLinkedBlockingQueue","completedTaskCount":0,"dtpName":"dynamic-tp-test-1","maximumPoolSize":50}
2022-03-07 13:48:36.590 INFO [dtp-monitor1:D.M.LOG] {"activeCount":0,"queueSize":0,"largestPoolSize":0,"poolSize":0,"rejectHandlerName":"CallerRunsPolicy","queueCapacity":0,"fair":false,"rejectCount":0,"waitTaskCount":0,"taskCount":0,"queueRemainingCapacity":0,"corePoolSize":40,"queueType":"SynchronousQueue","completedTaskCount":0,"dtpName":"dynamic-tp-test-2","maximumPoolSize":55}
2022-03-07 13:48:36.590 INFO [dtp-monitor1:D.M.LOG] {"activeCount":0,"queueSize":0,"largestPoolSize":0,"poolSize":0,"queueCapacity":2147483647,"fair":false,"rejectCount":0,"waitTaskCount":0,"taskCount":0,"queueRemainingCapacity":2147483647,"corePoolSize":10,"queueType":"TaskQueue","completedTaskCount":0,"dtpName":"tomcatWebServerTp","maximumPoolSize":200}

MicroMeter方式

spring.dynamic.tp.collectorType=micrometer 采集數據到第三方平臺，這里使用的是Prometheus。可視化展示需要在Grafana平臺配置，數據源選擇Prometheus，然后創建Dashboard，先要在Dashboard配置動態的參數Variables，如下圖：

配置完參數后，我們創建Panel，可以創建多個Panel，然后配置Panel的數據查詢，報警顯示等等，如下圖：

最終的Dashboard如下圖：

到此，關于“Java動態線程池插件dynamic-tp怎么使用”的學習就結束了，希望能夠解決大家的疑惑。理論與實踐的搭配能更好的幫助大家學習，快去試試吧！若想繼續學習更多相關知識，請繼續關注億速云網站，小編會繼續努力為大家帶來更多實用的文章！