经过大量研究,我找到了 3 种方法来记录和监控数据库连接池。
https://tomcat.apache.org/tomcat-8.0-doc/jdbc-pool.html
使用 Spring Boot 属性进行监控。
使用 JMX(Java 管理扩展)进行监控(如 @nitin 建议的那样)
使用 Spring Aspects 进行监控。
第一种方式:使用 Spring Boot 属性进行监控。
我发现下面的 Spring boot 属性对于记录和监控数据库连接池非常有用。
这些属性(以及更多属性)没有记录。
有关详细信息,请参阅下面的 github 问题。
https://github.com/spring-projects/spring-boot/issues/1829
#Maximum no.of active connections
spring.datasource.max-active=10
#Log the stack trace of abandoned connection
spring.datasource.log-abandoned=true
#Remove abandoned connection,So, new connection will be created and made available to threads which are waiting for DB connection
spring.datasource.remove-abandoned=true
#If any connection is not used for 10 seconds, consider that connection as "abandoned"
spring.datasource.remove-abandoned-timeout=10
#Number of ms to wait before throwing an exception if no connection is available.
spring.datasource.max-wait=1000
此列表包含更多与数据源相关的属性。(取自上面的链接)
spring.datasource.abandon-when-percentage-full
spring.datasource.access-to-underlying-connection-allowed
spring.datasource.alternate-username-allowed
spring.datasource.auto-commit
spring.datasource.catalog
spring.datasource.commit-on-return
spring.datasource.connection-customizer
spring.datasource.connection-customizer-class-name
spring.datasource.connection-init-sql
spring.datasource.connection-init-sqls
spring.datasource.connection-properties
spring.datasource.connection-test-query
spring.datasource.connection-timeout
spring.datasource.data-source
spring.datasource.data-source-class-name
spring.datasource.data-source-j-n-d-i
spring.datasource.data-source-properties
spring.datasource.db-properties
spring.datasource.default-auto-commit
spring.datasource.default-catalog
spring.datasource.default-read-only
spring.datasource.default-transaction-isolation
spring.datasource.driver-class-loader
spring.datasource.fair-queue
spring.datasource.idle-timeout
spring.datasource.ignore-exception-on-pre-load
spring.datasource.init-s-q-l
spring.datasource.initialization-fail-fast
spring.datasource.isolate-internal-queries
spring.datasource.jdbc-interceptors
spring.datasource.jdbc-url
spring.datasource.jdbc4-connection-test
spring.datasource.leak-detection-threshold
spring.datasource.log-abandoned
spring.datasource.log-validation-errors
spring.datasource.log-writer
spring.datasource.login-timeout
spring.datasource.max-age
spring.datasource.max-lifetime
spring.datasource.max-open-prepared-statements
spring.datasource.maximum-pool-size
spring.datasource.metrics-tracker-class-name
spring.datasource.minimum-idle
spring.datasource.num-tests-per-eviction-run
spring.datasource.pool-name
spring.datasource.pool-prepared-statements
spring.datasource.pool-properties
spring.datasource.propagate-interrupt-state
spring.datasource.read-only
spring.datasource.record-metrics
spring.datasource.register-mbeans
spring.datasource.remove-abandoned
spring.datasource.remove-abandoned-timeout
spring.datasource.rollback-on-return
spring.datasource.suspect-timeout
spring.datasource.test-on-connect
spring.datasource.thread-factory
spring.datasource.transaction-isolation
spring.datasource.use-disposable-connection-facade
spring.datasource.use-equals
spring.datasource.use-lock
spring.datasource.validation-interval
spring.datasource.validation-query-timeout
spring.datasource.validator
spring.datasource.validator-class-name
spring.datasource.xa
spring.datasource.xa.data-source-class-name
spring.datasource.xa.properties
第二种方式:使用 JMX(Java 管理扩展)进行监控
Tomcat JDBC 池提供了一个 MBean,即 ConnectionPoolMBean。
https://tomcat.apache.org/tomcat-7.0-doc/api/org/apache/tomcat/jdbc/pool/jmx/ConnectionPoolMBean.html
Spring Boot 会自动注册 JMX MBean。因此,无需将此 MBean 注册/导出到 MBean 服务器。只需打开JDK附带的JConsole,打开,在Windows->命令提示符->jconsole,就是这样。
有关详细信息,请参阅下面的屏幕截图。
此 MBean 还会在连接被放弃、连接失败、查询花费很长时间等时通知。请参阅下面的屏幕截图。
第三种方式:使用 Spring Aspects 进行监控(仅适用于开发/QA 环境)。
我使用这个方面来记录 TomcatJdbc 连接池。
我创建了一个 Spring Aspect,它将拦截每个数据库调用。这肯定会影响性能。
因此,在开发/QA 环境中使用此方面,在不需要时将此方法注释掉(例如:在生产部署期间)。
@Before("execution(* com.test.app.db.dao.*.*(..))")
public void logBeforeConnection(JoinPoint jp) throws Throwable {
String methodName = "";
methodName += jp.getTarget().getClass().getName();
methodName += ":";
methodName += jp.getSignature().getName();
logger.info("before method call : " + methodName + " : number of connections in use by the application (active) : "+ tomcatJdbcPoolDataSource.getNumActive());
logger.info("before method call : " + methodName + " : the number of established but idle connections : "+ tomcatJdbcPoolDataSource.getNumIdle());
logger.info("before method call : " + methodName + " : number of threads waiting for a connection : "+ tomcatJdbcPoolDataSource.getWaitCount());
}
@After("execution(* com.test.app.db.dao.*.*(..)) ")
public void logAfterConnection(JoinPoint jp) throws Throwable {
String methodName = "";
methodName += jp.getTarget().getClass().getName();
methodName += ":";
methodName += jp.getSignature().getName();
logger.info("after method call : " + methodName + " : number of connections in use by the application (active) : "+ tomcatJdbcPoolDataSource.getNumActive());
logger.info("after method call : " + methodName + " : the number of established but idle connections : "+ tomcatJdbcPoolDataSource.getNumIdle());
logger.info("after method call : " + methodName + " : number of threads waiting for a connection : "+ tomcatJdbcPoolDataSource.getWaitCount());
//tomcatJdbcPoolDataSource.checkAbandoned();
}
现在,您可以轻松识别在您的应用程序中造成连接泄漏的特定数据库调用。