这篇文章主要介绍“Java动态线程池插件dynamic-tp怎么使用”,在日常操作中,相信很多人在Java动态线程池插件dynamic-tp怎么使用问题上存在疑惑,小编查阅了各式资料,整理出简单好用的操作方法,希望对大家解答”Java动态线程池插件dynamic-tp怎么使用”的疑惑有所帮助!接下来,请跟着小编一起来学习吧!
前言
dynamic-tp
是一个轻量级的动态线程池插件,它是一个基于配置中心的动态线程池,线程池的参数可以通过配置中心配置进行动态的修改,目前支持的配置中心有Apollo
,Nacos
和Zookeeper
,同时dynamic-tp
支持线程池的监控和报警,具体特性如下:
基于
Spring
框架,现只支持SpringBoot
项目使用,轻量级,引入 starter 即可使用基于配置中心实现线程池参数动态调整,实时生效;集成主流配置中心,已支持 Nacos、Apollo,Zookeeper, 同时也提供 SPI 接口可自定义扩展实现
内置通知报警功能,提供多种报警维度(配置变更通知、活性报警、容量阈值报警、拒绝策略触发报警), 默认支持企业微信、钉钉报警,同时提供 SPI 接口可自定义扩展实现
内置线程池指标采集功能,支持通过 MicroMeter、JsonLog 日志输出、Endpoint 三种方式,可通过 SPI 接口自定义扩展实现
集成管理常用第三方组件的线程池,已集成 SpringBoot 内置 WebServer(tomcat、undertow、jetty)的线程池管理
Builder 提供
TTL
包装功能,生成的线程池支持上下文信息传递
快速开始
pom依赖
dynamic-tp-spring-boot-starter-zookeeper
是集成dynamic-tp
的starter,这里引入了micrometer-registry-prometheus
和spring-boot-starter-actuator
用于对接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: 8888spring:
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 # 配置版本号
zk-connect-str: 127.0.0.1:2181 # zk配置中心,如果是集群用逗号分开
root-node: /configserver/userproject # 项目节点
node: dynamic-tp-zookeeper-demo # 配置文件节点
# 对接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
类型配置,配置示例如下:
spring.dynamic.tp.executors
部分是对线程池的配置,该配置是数组类型,可以定义多个线程池
spring.dynamic.tp.executors[1].notifyItems
部分配置是对线程池报警平台的配置,可以配置多个报警平台
# 开启动态线程池
spring.dynamic.tp.enabled=true
# 打印动态线程池banner
spring.dynamic.tp.enabledBanner=true
# 开启线程池监控指标收集
spring.dynamic.tp.enabledCollect=true
# 线程池监控指标收集类型 logging-日志文件 micrometer-采集到第三方平台
spring.dynamic.tp.collectorType=logging
# 采集监控数据时间间隔 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
创建线程池
创建线程池,会注册到dynamic-tp
@Configurationpublic 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
初次使用不注意官网文档的话可能会通过@Autowired
的方式使用,目前版本这么使用是不正确的,因为当读取配置文件后,配置文件生成的线程池对象就会把@Bean
创建的线程池覆盖了,所以目前版本只能根据名字从DtpRegistry
获取线程池对象了,笔者也和项目作者沟通过,项目作者也觉得通过@Autowired
方式更好一些,后面版本也会优化。
@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"); }); } }}
监控数据和第三方平台对接
logging方式
spring.dynamic.tp.collectorType=logging
,logging方式的监控数据,采集日志文件中,文件的位置可以通过spring.dynamic.tp.logPath
配置,默认 ${user.home}/logs,日志内容如下:
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
采集数据到第三方平台,这里使用的是Prometheus
。可视化展示需要在Grafana
平台配置,数据源选择Prometheus
,然后创建Dashboard
,先要在Dashboard
配置动态的参数Variables
,如下图:
配置完参数后,我们创建Panel
,可以创建多个Panel
,然后配置Panel
的数据查询,报警显示等等,如下图:
最终的Dashboard如下图:
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