添加依赖
<!--增加Prometheus依赖-->
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-actuator</artifactId>
</dependency>
<dependency>
<groupId>io.micrometer</groupId>
<artifactId>micrometer-registry-prometheus</artifactId>
</dependency>
项目配置
配置application.yml
文件
spring:
application:
name: my-metrics
server:
port: 8080
tomcat:
mbeanregistry:
enabled: true #启用Tomcat MBean注册表,以便于通过JMX进行监控和管理
management:
endpoints:
web:
exposure:
include: "*" #将所有Actuator端点暴露
prometheus:
metrics:
export:
enabled: true #启用Prometheus指标导出
metrics:
tags:
application: ${spring.application.name}
自定义指标
import io.micrometer.core.instrument.Gauge;
import io.micrometer.core.instrument.MeterRegistry;
import io.micrometer.core.instrument.Tags;
import jakarta.servlet.*;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;
import java.io.IOException;
import java.util.ArrayList;
import java.util.List;
import java.util.function.Supplier;
/**
* @Description 使用过滤器添加自定义指标
**/
@Component
public class MyMetricsFilter implements Filter {
@Autowired
private MeterRegistry registry;
@Override
public void doFilter(ServletRequest servletRequest, ServletResponse servletResponse, FilterChain filterChain) throws IOException, ServletException {
//自定义指标方法
addMetrics();
filterChain.doFilter(servletRequest, servletResponse);
}
/**
* 添加自定义指标
*/
public void addMetrics() {
List<String> sysNames = new ArrayList<>();
sysNames.add("sys1");
sysNames.add("sys2");
sysNames.forEach(sysName -> {
Gauge.builder("my.metrics.monitor", getValue(sysName)) // getValue(sysName)返回一个Supplier<Number>对象, 对象值为匿名函数, 匿名函数会在创建指标时调用,返回自定义指标的值
.tags(Tags.of("service", sysName)) // 指标标签
.description("my metrics monitor") // 指标描述
.register(registry); // 注册到MeterRegistry
});
}
public Supplier<Number> getValue(String sysName) {
return () -> {
// 在这里使用 sysName 参数, 编写自定义指标的逻辑
System.out.println("System name: " + sysName);
return sysName.hashCode();
};
}
}
获取自定义指标
启动项目,访问http://localhost:8080/actuator/prometheus
,即可获取自定义指标