Spring Bean加载耗时采集工具

原创

wx5d63d7686046d 2024-08-31 13:34:44 博主文章分类：后端 ©著作权

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功能介绍

Target：针对启动慢的 Spring 应用，找出 IOC 容器启动过程中，加载耗时较长的 Bean 对象进行治理。

实现原理

主要用到Spring本身提供的两个扩展接口：BeanPostProcessor ApplicationListener

这两个接口，在Spring框架中，还是比较常见的组件，原理和使用方式自提：

Spring中的BeanPostProcessor接口、Spring监听器用法与原理详解

Spring Bean加载耗时采集工具_ide

代码示例

@Component
public class SpringBeanLoadTimeCollector
        implements BeanPostProcessor, ApplicationListener<ContextRefreshedEvent> {

    private final Logger logger = LoggerFactory.getLogger(this.getClass());
    
    private final ConcurrentMap<String, Instant> beanCreationStartTime = new ConcurrentHashMap<>();
    // Thread-safe and ordered
    private final Map<String, Long> beanLoadTime = Collections.synchronizedMap(new LinkedHashMap<>());

    private static final String logFileName = "springbean-loadtime.log";

    @Override
    public Object postProcessBeforeInitialization(@NotNull Object bean, @NotNull String beanName) {
        // 环境变量方式：
        // java -Dproject.package.prefix=项目下的包路径前缀 -jar your-app.jar
        // System.getProperty("project.package.prefix", "项目下的包路径前缀")

        // The prefix of the package path under the project
        if (bean.getClass().getPackage().getName().startsWith("com.alibaba")) {
            beanCreationStartTime.putIfAbsent(beanName, Instant.now());
        }
        return bean;
    }

    @Override
    public Object postProcessAfterInitialization(@NotNull Object bean, @NotNull String beanName) {
        Instant startTime = beanCreationStartTime.get(beanName);
        if (startTime != null) {
            Instant endTime = Instant.now();
            Duration duration = Duration.between(startTime, endTime);
            beanLoadTime.put(beanName, duration.toMillis());
        }
        return bean;
    }

    @Override
    public void onApplicationEvent(ContextRefreshedEvent contextRefreshedEvent) {
        // Ensure that we are in the root context
        if (contextRefreshedEvent.getApplicationContext().getParent() == null) {
            // Now that the context is fully loaded, print the bean load time map
            writeBeanLoadTimeLog();
        }
    }

    private void writeBeanLoadTimeLog() {
        BeanLoadTimeResult result = new BeanLoadTimeResult(beanLoadTime);
        // Write the results to a log file
        doWriteLog(result.toString());
    }

    private void doWriteLog(String log) {
        try (BufferedWriter writer = new BufferedWriter(new FileWriter(logFileName))) {
            writer.write(log);
        } catch (IOException e) {
            logger.error("Error writing bean load times to file error", e);
        }
    }

    public static class BeanLoadTimeResult {
        public final int count;
        public final String unit;
        public final Map<String, Long> beanLoadTimeMap;

        BeanLoadTimeResult(Map<String, Long> beanLoadTimeMap) {
            this.unit = "ms";
            this.count = beanLoadTimeMap.size();
            this.beanLoadTimeMap = beanLoadTimeMap;
        }

        @Override
        public String toString() {
            return JSON.toJSONString(this);
        }
    }
}

采集结果

{
    "beanLoadTime": {
      "beanName_1": 10, // bean名称和加载耗时时间(单位毫秒)
      "beanName_2": 200,
      "beanName_3": 102,
      "beanName_4": 59,
      ......
    },
    "total": 267, // 工程中被Spring托管的总Bean数量
    "unit": "ms"
}