Spring Data repositories with multiple databases

本文介绍如何使用Spring Data JPA在Spring应用中配置和管理多个数据库。通过具体步骤和代码示例,展示了如何为不同数据库设置独立的Entity Manager及Transaction Manager。

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有人遇到了这样的需求,参考了这样一篇博客的文章。转自:http://scattercode.co.uk/2013/11/18/spring-data-multiple-databases/

参考代码地址:https://github.com/gratiartis/multids-demo

The Spring Data project keeps making it easier to do database access in Spring applications, and one of the neatest  improvements of recent times is that by defining an interface which extends JpaRepository and referencing a JPA entity, an implementation will automatically be injected with all the usual CRUD methods: findAll(), findOne(id), save(entity), delete(id), etc.

Recently I was working on a project, where I had taken full advantage of this, and for which I needed to add domain objects from an additional database. Unfortunately, as soon as I added references to entities in a different database I started experiencing troubles. For instance:

Not an managed type: class com.sctrcd.multidsdemo.domain.bar.Bar

… which was being caused by my repository being injected with the entityManager and transactionManager for the other database. After naming my beans to ensure that I would not be referencing the wrong one, I started seeing:

No bean named 'entityManagerFactory' is defined.

… because the repository implementation defaults to a by-name search for a bean called “entityManagerFactory”.

I was struggling to find any documentation of how to do it right, so to help me work through the steps of such a configuration, I created a minimal demo project at GitHub, containing two entities with those traditional names: Foo and Bar.

https://github.com/gratiartis/multids-demo

Here I shall explain the configuration that I ended up with in the hope that readers might understand that it can be done, and that it’s actually quite easy and requires very little code, if you know how!

First of all, we set up two JPA entities, Foo and Bar:

@Entity public class Foo { /* Constructors, fields and accessors/mutators */ }
@Entity public class Bar { /* Constructors, fields and accessors/mutators */ }

Associated with these we create two repositories: FooRepository and BarRepository. Thanks to the awesomeness of Spring Data, we can get ourselves some pretty full-featured repositories purely by defining interfaces which extend JpaRepository:

public interface FooRepository extends JpaRepository<Foo, Long> {}
public interface BarRepository extends JpaRepository<Bar, Long> {}

We need to ensure that each of these maps to a table in its own database. To achieve this, we will need two separate entity managers, each of which has a different datasource. However, in a Spring Java config @Configuration class, we can only have one @EnableJpaRepositories annotation and each such annotation can only reference one EntityManagerFactory. To achieve this, we create two separate @Configuration classes:FooConfig and BarConfig.

Each of these @Configuration classes defines a DataSource based on an embedded HSQL database. The following is the BarConfig. FooConfig is identical except for some different names and package paths.

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@ Configuration
@ EnableTransactionManagement
@EnableJpaRepositories(
entityManagerFactoryRef = "barEntityManagerFactory",
transactionManagerRef = "barTransactionManager",
basePackages = { "com.sctrcd.multidsdemo.integration.repositories.bar" })
public class BarConfig {
 
@Autowired
JpaVendorAdapter jpaVendorAdapter;
 
/**
* Primary because if we have activated embedded databases, we do not want
* the application to connect to an external database.
*/
@Bean( name = "barDataSource")
public DataSource dataSource() {
return new EmbeddedDatabaseBuilder()
.setName( "bardb")
.setType( EmbeddedDatabaseType .HSQL)
.build();
}
 
@Bean( name = "barEntityManager")
public EntityManager entityManager() {
return entityManagerFactory() .createEntityManager();
}
 
@Bean( name = "barEntityManagerFactory")
public EntityManagerFactory entityManagerFactory() {
LocalContainerEntityManagerFactoryBean lef = new LocalContainerEntityManagerFactoryBean();
lef .setDataSource(dataSource());
lef .setJpaVendorAdapter(jpaVendorAdapter);
lef .setPackagesToScan( "com.sctrcd.multidsdemo.domain.bar");
lef .setPersistenceUnitName( "barPersistenceUnit");
lef .afterPropertiesSet();
return lef .getObject();
}
 
@Bean( name = "barTransactionManager")
public PlatformTransactionManager transactionManager() {
return new JpaTransactionManager(entityManagerFactory());
}
 
}
view raw BarConfig.java hosted with ❤ by  GitHub

Each configuration should define a DataSource, EntityManager, EntityManagerFactory and PlatformTransactionManager. You need to make sure that @Entity beans for different data sources are in different packages. We then need to put the correct references in the @EnableJpaRepositories annotation for each @Configuration class.

@Configuration
@EnableTransactionManagement
@EnableJpaRepositories(
        entityManagerFactoryRef = "barEntityManagerFactory", 
        transactionManagerRef = "barTransactionManager",
        basePackages = {"com.sctrcd.multidsdemo.integration.repositories.bar"})
public class BarConfig {
    // ...
}

@Configuration
@EnableTransactionManagement
@EnableJpaRepositories(
        entityManagerFactoryRef = "barEntityManagerFactory", 
        transactionManagerRef = "barTransactionManager",
        basePackages = { "com.sctrcd.multidsdemo.integration.repositories.bar" })
public class BarConfig {
    // ...
}

As you can see, each of these @EnableJpaRepositories annotations defines a specific named EntityManagerFactory and PlatformTransactionManager. They also specify which repositories should be wired up with those beans. In the example, I have put the repositories in database-specific packages. It is also possible to define each individual repository by name, by adding includeFilters to the annotation, but by segregating the repositories by database, I believe that things should end up more readable.

At this point you should have a working application using Spring Data repositories to manage entities in two separate databases. Feel free to grab the project from the link above and run the tests to see this happening. And please do let me know if you can spot any good opportunities for improvement.


2025-07-23 09:33:01 2025-07-23 09:33:01.128 -> [main] -> INFO com.fc.V2Application - Starting V2Application v0.0.1-SNAPSHOT using Java 1.8.0_212 on ddad2af35401 with PID 1 (/app.war started by root in /) 2025-07-23 09:33:01 2025-07-23 09:33:01.129 -> [main] -> DEBUG com.fc.V2Application - Running with Spring Boot v2.4.1, Spring v5.3.2 2025-07-23 09:33:01 2025-07-23 09:33:01.129 -> [main] -> INFO com.fc.V2Application - The following profiles are active: dev 2025-07-23 09:33:01 2025-07-23 09:33:01.176 -> [main] -> INFO o.s.b.d.env.DevToolsPropertyDefaultsPostProcessor - For additional web related logging consider setting the 'logging.level.web' property to 'DEBUG' 2025-07-23 09:33:02 2025-07-23 09:33:02.134 -> [main] -> INFO o.s.d.r.config.RepositoryConfigurationDelegate - Multiple Spring Data modules found, entering strict repository configuration mode! 2025-07-23 09:33:02 2025-07-23 09:33:02.136 -> [main] -> INFO o.s.d.r.config.RepositoryConfigurationDelegate - Bootstrapping Spring Data Redis repositories in DEFAULT mode. 2025-07-23 09:33:02 2025-07-23 09:33:02.168 -> [main] -> INFO o.s.d.r.config.RepositoryConfigurationDelegate - Finished Spring Data repository scanning in 20 ms. Found 0 Redis repository interfaces. 2025-07-23 09:33:02 2025-07-23 09:33:02.747 -> [main] -> INFO o.s.c.s.PostProcessorRegistrationDelegate$BeanPostProcessorChecker - Bean 'removeDruidAdConfig' of type [com.fc.v2.common.druid.RemoveDruidAdConfig$$EnhancerBySpringCGLIB$$c48737ab] is not eligible for getting processed by all BeanPostProcessors (for example: not eligible for auto-proxying) 2025-07-23 09:33:02 2025-07-23 09:33:02.765 -> [main] -> INFO o.s.c.s.PostProcessorRegistrationDelegate$BeanPostProcessorChecker - Bean 'druidStatInterceptor' of type [com.alibaba.druid.support.spring.stat.DruidStatInterceptor] is not eligible for getting processed by all BeanPostProcessors (for example: not eligible for auto-proxying) 2025-07-23 09:33:02 2025-07-23 09:33:02.767 -> [main] -> INFO o.s.c.s.PostProcessorRegistrationDelegate$BeanPostProcessorChecker - Bean 'druidStatPointcut' of type [org.springframework.aop.support.JdkRegexpMethodPointcut] is not eligible for getting processed by all BeanPostProcessors (for example: not eligible for auto-proxying) 2025-07-23 09:33:02 2025-07-23 09:33:02.769 -> [main] -> INFO o.s.c.s.PostProcessorRegistrationDelegate$BeanPostProcessorChecker - Bean 'druidStatAdvisor' of type [org.springframework.aop.support.DefaultPointcutAdvisor] is not eligible for getting processed by all BeanPostProcessors (for example: not eligible for auto-proxying) 2025-07-23 09:33:03 2025-07-23 09:33:03.096 -> [main] -> INFO o.s.boot.web.embedded.tomcat.TomcatWebServer - Tomcat initialized with port(s): 8080 (http) 2025-07-23 09:33:03 2025-07-23 09:33:03.110 -> [main] -> INFO org.apache.coyote.http11.Http11NioProtocol - Initializing ProtocolHandler ["http-nio-8080"] 2025-07-23 09:33:03 2025-07-23 09:33:03.111 -> [main] -> INFO org.apache.catalina.core.StandardService - Starting service [Tomcat] 2025-07-23 09:33:03 2025-07-23 09:33:03.111 -> [main] -> INFO org.apache.catalina.core.StandardEngine - Starting Servlet engine: [Apache Tomcat/9.0.41] 2025-07-23 09:33:04 2025-07-23 09:33:04.184 -> [main] -> INFO o.a.c.core.ContainerBase.[Tomcat].[localhost].[/] - Initializing Spring embedded WebApplicationContext 2025-07-23 09:33:04 2025-07-23 09:33:04.185 -> [main] -> INFO o.s.b.w.s.c.ServletWebServerApplicationContext - Root WebApplicationContext: initialization completed in 3008 ms 2025-07-23 09:33:04 2025-07-23 09:33:04.265 -> [main] -> INFO o.s.boot.web.servlet.RegistrationBean - Filter webStatFilter was not registered (possibly already registered?) 2025-07-23 09:33:04 2025-07-23 09:33:04.298 -> [main] -> DEBUG com.fc.v2.common.conf.PutFilter - Filter 'putFilter' configured for use 2025-07-23 09:33:05 2025-07-23 09:33:05.262 -> [main] -> INFO org.quartz.impl.StdSchedulerFactory - Using default implementation for ThreadExecutor 2025-07-23 09:33:05 2025-07-23 09:33:05.264 -> [main] -> INFO org.quartz.simpl.SimpleThreadPool - Job execution threads will use class loader of thread: main 2025-07-23 09:33:05 2025-07-23 09:33:05.276 -> [main] -> INFO org.quartz.core.SchedulerSignalerImpl - Initialized Scheduler Signaller of type: class org.quartz.core.SchedulerSignalerImpl 2025-07-23 09:33:05 2025-07-23 09:33:05.276 -> [main] -> INFO org.quartz.core.QuartzScheduler - Quartz Scheduler v.2.3.2 created. 2025-07-23 09:33:05 2025-07-23 09:33:05.277 -> [main] -> INFO org.quartz.simpl.RAMJobStore - RAMJobStore initialized. 2025-07-23 09:33:05 2025-07-23 09:33:05.278 -> [main] -> INFO org.quartz.core.QuartzScheduler - Scheduler meta-data: Quartz Scheduler (v2.3.2) 'DefaultQuartzScheduler' with instanceId 'NON_CLUSTERED' 2025-07-23 09:33:05 Scheduler class: 'org.quartz.core.QuartzScheduler' - running locally. 2025-07-23 09:33:05 NOT STARTED. 2025-07-23 09:33:05 Currently in standby mode. 2025-07-23 09:33:05 Number of jobs executed: 0 2025-07-23 09:33:05 Using thread pool 'org.quartz.simpl.SimpleThreadPool' - with 10 threads. 2025-07-23 09:33:05 Using job-store 'org.quartz.simpl.RAMJobStore' - which does not support persistence. and is not clustered. 2025-07-23 09:33:05 2025-07-23 09:33:05 2025-07-23 09:33:05.278 -> [main] -> INFO org.quartz.impl.StdSchedulerFactory - Quartz scheduler 'DefaultQuartzScheduler' initialized from default resource file in Quartz package: 'quartz.properties' 2025-07-23 09:33:05 2025-07-23 09:33:05.278 -> [main] -> INFO org.quartz.impl.StdSchedulerFactory - Quartz scheduler version: 2.3.2 2025-07-23 09:33:05 2025-07-23 09:33:05.478 -> [main] -> INFO com.alibaba.druid.pool.DruidDataSource - {dataSource-1} inited 2025-07-23 09:33:05 2025-07-23 09:33:05.723 -> [main] -> DEBUG c.f.v.m.auto.SysQuartzJobMapper.selectByExample - ==> Preparing: select id, job_name, job_group, invoke_target, cron_expression, misfire_policy, concurrent, status from t_sys_quartz_job 2025-07-23 09:33:05 2025-07-23 09:33:05.941 -> [main] -> DEBUG c.f.v.m.auto.SysQuartzJobMapper.selectByExample - ==> Parameters: 2025-07-23 09:33:06 2025-07-23 09:33:06.005 -> [main] -> WARN o.s.b.w.s.c.AnnotationConfigServletWebServerApplicationContext - Exception encountered during context initialization - cancelling refresh attempt: org.springframework.beans.factory.BeanCreationException: Error creating bean with name 'quartzSchedulerUtil': Invocation of init method failed; nested exception is org.springframework.jdbc.BadSqlGrammarException: 2025-07-23 09:33:06 ### Error querying database. Cause: java.sql.SQLSyntaxErrorException: Table 'springbootv2.t_sys_quartz_job' doesn't exist 2025-07-23 09:33:06 ### The error may exist in URL [jar:file:/app.war!/WEB-INF/classes!/mybatis/auto/SysQuartzJobMapper.xml] 2025-07-23 09:33:06 ### The error may involve com.fc.v2.mapper.auto.SysQuartzJobMapper.selectByExample-Inline 2025-07-23 09:33:06 ### The error occurred while setting parameters 2025-07-23 09:33:06 ### SQL: select id, job_name, job_group, invoke_target, cron_expression, misfire_policy, concurrent, status from t_sys_quartz_job 2025-07-23 09:33:06 ### Cause: java.sql.SQLSyntaxErrorException: Table 'springbootv2.t_sys_quartz_job' doesn't exist 2025-07-23 09:33:06 ; bad SQL grammar []; nested exception is java.sql.SQLSyntaxErrorException: Table 'springbootv2.t_sys_quartz_job' doesn't exist 2025-07-23 09:33:06 2025-07-23 09:33:06.005 -> [main] -> INFO org.quartz.core.QuartzScheduler - Scheduler DefaultQuartzScheduler_$_NON_CLUSTERED shutting down. 2025-07-23 09:33:06 2025-07-23 09:33:06.005 -> [main] -> INFO org.quartz.core.QuartzScheduler - Scheduler DefaultQuartzScheduler_$_NON_CLUSTERED paused. 2025-07-23 09:33:06 2025-07-23 09:33:06.005 -> [main] -> INFO org.quartz.core.QuartzScheduler - Scheduler DefaultQuartzScheduler_$_NON_CLUSTERED shutdown complete. 2025-07-23 09:33:06 2025-07-23 09:33:06.006 -> [main] -> INFO com.alibaba.druid.pool.DruidDataSource - {dataSource-1} closing ... 2025-07-23 09:33:06 2025-07-23 09:33:06.014 -> [main] -> INFO com.alibaba.druid.pool.DruidDataSource - {dataSource-1} closed 2025-07-23 09:33:06 2025-07-23 09:33:06.016 -> [main] -> INFO org.apache.catalina.core.StandardService - Stopping service [Tomcat] 2025-07-23 09:33:06 2025-07-23 09:33:06.030 -> [main] -> INFO o.s.b.a.l.ConditionEvaluationReportLoggingListener - 2025-07-23 09:33:06 2025-07-23 09:33:06 Error starting ApplicationContext. To display the conditions report re-run your application with 'debug' enabled. 2025-07-23 09:33:06 2025-07-23 09:33:06.047 -> [main] -> ERROR org.springframework.boot.SpringApplication - Application run failed 2025-07-23 09:33:06 org.springframework.beans.factory.BeanCreationException: Error creating bean with name 'quartzSchedulerUtil': Invocation of init method failed; nested exception is org.springframework.jdbc.BadSqlGrammarException: 2025-07-23 09:33:06 ### Error querying database. Cause: java.sql.SQLSyntaxErrorException: Table 'springbootv2.t_sys_quartz_job' doesn't exist 2025-07-23 09:33:06 ### The error may exist in URL [jar:file:/app.war!/WEB-INF/classes!/mybatis/auto/SysQuartzJobMapper.xml] 2025-07-23 09:33:06 ### The error may involve com.fc.v2.mapper.auto.SysQuartzJobMapper.selectByExample-Inline 2025-07-23 09:33:06 ### The error occurred while setting parameters 2025-07-23 09:33:06 ### SQL: select id, job_name, job_group, invoke_target, cron_expression, misfire_policy, concurrent, status from t_sys_quartz_job 2025-07-23 09:33:06 ### Cause: java.sql.SQLSyntaxErrorException: Table 'springbootv2.t_sys_quartz_job' doesn't exist 2025-07-23 09:33:06 ; bad SQL grammar []; nested exception is java.sql.SQLSyntaxErrorException: Table 'springbootv2.t_sys_quartz_job' doesn't exist 2025-07-23 09:33:06 at org.springframework.beans.factory.annotation.InitDestroyAnnotationBeanPostProcessor.postProcessBeforeInitialization(InitDestroyAnnotationBeanPostProcessor.java:160) 2025-07-23 09:33:06 at org.springframework.beans.factory.support.AbstractAutowireCapableBeanFactory.applyBeanPostProcessorsBeforeInitialization(AbstractAutowireCapableBeanFactory.java:429) 2025-07-23 09:33:06 at org.springframework.beans.factory.support.AbstractAutowireCapableBeanFactory.initializeBean(AbstractAutowireCapableBeanFactory.java:1780) 2025-07-23 09:33:06 at org.springframework.beans.factory.support.AbstractAutowireCapableBeanFactory.doCreateBean(AbstractAutowireCapableBeanFactory.java:609) 2025-07-23 09:33:06 at org.springframework.beans.factory.support.AbstractAutowireCapableBeanFactory.createBean(AbstractAutowireCapableBeanFactory.java:531) 2025-07-23 09:33:06 at org.springframework.beans.factory.support.AbstractBeanFactory.lambda$doGetBean$0(AbstractBeanFactory.java:335) 2025-07-23 09:33:06 at org.springframework.beans.factory.support.DefaultSingletonBeanRegistry.getSingleton(DefaultSingletonBeanRegistry.java:234) 2025-07-23 09:33:06 at org.springframework.beans.factory.support.AbstractBeanFactory.doGetBean(AbstractBeanFactory.java:333) 2025-07-23 09:33:06 at org.springframework.beans.factory.support.AbstractBeanFactory.getBean(AbstractBeanFactory.java:208) 2025-07-23 09:33:06 at org.springframework.beans.factory.support.DefaultListableBeanFactory.preInstantiateSingletons(DefaultListableBeanFactory.java:944) 2025-07-23 09:33:06 at org.springframework.context.support.AbstractApplicationContext.finishBeanFactoryInitialization(AbstractApplicationContext.java:923) 2025-07-23 09:33:06 at org.springframework.context.support.AbstractApplicationContext.refresh(AbstractApplicationContext.java:588) 2025-07-23 09:33:06 at org.springframework.boot.web.servlet.context.ServletWebServerApplicationContext.refresh(ServletWebServerApplicationContext.java:144) 2025-07-23 09:33:06 at org.springframework.boot.SpringApplication.refresh(SpringApplication.java:767) 2025-07-23 09:33:06 at org.springframework.boot.SpringApplication.refresh(SpringApplication.java:759) 2025-07-23 09:33:06 at org.springframework.boot.SpringApplication.refreshContext(SpringApplication.java:426) 2025-07-23 09:33:06 at org.springframework.boot.SpringApplication.run(SpringApplication.java:326) 2025-07-23 09:33:06 at org.springframework.boot.SpringApplication.run(SpringApplication.java:1309) 2025-07-23 09:33:06 at org.springframework.boot.SpringApplication.run(SpringApplication.java:1298) 2025-07-23 09:33:06 at com.fc.V2Application.main(V2Application.java:12) 2025-07-23 09:33:06 at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) 2025-07-23 09:33:06 at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) 2025-07-23 09:33:06 at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) 2025-07-23 09:33:06 at java.lang.reflect.Method.invoke(Method.java:498) 2025-07-23 09:33:06 at org.springframework.boot.loader.MainMethodRunner.run(MainMethodRunner.java:49) 2025-07-23 09:33:06 at org.springframework.boot.loader.Launcher.launch(Launcher.java:107) 2025-07-23 09:33:06 at org.springframework.boot.loader.Launcher.launch(Launcher.java:58) 2025-07-23 09:33:06 at org.springframework.boot.loader.WarLauncher.main(WarLauncher.java:59) 2025-07-23 09:33:06 Caused by: org.springframework.jdbc.BadSqlGrammarException: 2025-07-23 09:33:06 ### Error querying database. Cause: java.sql.SQLSyntaxErrorException: Table 'springbootv2.t_sys_quartz_job' doesn't exist 2025-07-23 09:33:06 ### The error may exist in URL [jar:file:/app.war!/WEB-INF/classes!/mybatis/auto/SysQuartzJobMapper.xml] 2025-07-23 09:33:06 ### The error may involve com.fc.v2.mapper.auto.SysQuartzJobMapper.selectByExample-Inline 2025-07-23 09:33:06 ### The error occurred while setting parameters 2025-07-23 09:33:06 ### SQL: select id, job_name, job_group, invoke_target, cron_expression, misfire_policy, concurrent, status from t_sys_quartz_job 2025-07-23 09:33:06 ### Cause: java.sql.SQLSyntaxErrorException: Table 'springbootv2.t_sys_quartz_job' doesn't exist 2025-07-23 09:33:06 ; bad SQL grammar []; nested exception is java.sql.SQLSyntaxErrorException: Table 'springbootv2.t_sys_quartz_job' doesn't exist 2025-07-23 09:33:06 at org.springframework.jdbc.support.SQLErrorCodeSQLExceptionTranslator.doTranslate(SQLErrorCodeSQLExceptionTranslator.java:239) 2025-07-23 09:33:06 at org.springframework.jdbc.support.AbstractFallbackSQLExceptionTranslator.translate(AbstractFallbackSQLExceptionTranslator.java:70) 2025-07-23 09:33:06 at org.mybatis.spring.MyBatisExceptionTranslator.translateExceptionIfPossible(MyBatisExceptionTranslator.java:73) 2025-07-23 09:33:06 at org.mybatis.spring.SqlSessionTemplate$SqlSessionInterceptor.invoke(SqlSessionTemplate.java:446) 2025-07-23 09:33:06 at com.sun.proxy.$Proxy86.selectList(Unknown Source) 2025-07-23 09:33:06 at org.mybatis.spring.SqlSessionTemplate.selectList(SqlSessionTemplate.java:230) 2025-07-23 09:33:06 at org.apache.ibatis.binding.MapperMethod.executeForMany(MapperMethod.java:139) 2025-07-23 09:33:06 at org.apache.ibatis.binding.MapperMethod.execute(MapperMethod.java:76) 2025-07-23 09:33:06 at org.apache.ibatis.binding.MapperProxy.invoke(MapperProxy.java:59) 2025-07-23 09:33:06 at com.sun.proxy.$Proxy114.selectByExample(Unknown Source) 2025-07-23 09:33:06 at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) 2025-07-23 09:33:06 at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) 2025-07-23 09:33:06 at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) 2025-07-23 09:33:06 at java.lang.reflect.Method.invoke(Method.java:498) 2025-07-23 09:33:06 at org.springframework.aop.support.AopUtils.invokeJoinpointUsingReflection(AopUtils.java:344) 2025-07-23 09:33:06 at org.springframework.aop.framework.ReflectiveMethodInvocation.invokeJoinpoint(ReflectiveMethodInvocation.java:198) 2025-07-23 09:33:06 at org.springframework.aop.framework.ReflectiveMethodInvocation.proceed(ReflectiveMethodInvocation.java:163) 2025-07-23 09:33:06 at com.alibaba.druid.support.spring.stat.DruidStatInterceptor.invoke(DruidStatInterceptor.java:73) 2025-07-23 09:33:06 at org.springframework.aop.framework.ReflectiveMethodInvocation.proceed(ReflectiveMethodInvocation.java:186) 2025-07-23 09:33:06 at org.springframework.aop.framework.JdkDynamicAopProxy.invoke(JdkDynamicAopProxy.java:215) 2025-07-23 09:33:06 at com.sun.proxy.$Proxy115.selectByExample(Unknown Source) 2025-07-23 09:33:06 at com.fc.v2.service.SysQuartzJobService.selectByExample(SysQuartzJobService.java:108) 2025-07-23 09:33:06 at com.fc.v2.service.SysQuartzJobService$$FastClassBySpringCGLIB$$8fc47ef9.invoke(<generated>) 2025-07-23 09:33:06 at org.springframework.cglib.proxy.MethodProxy.invoke(MethodProxy.java:218) 2025-07-23 09:33:06 at org.springframework.aop.framework.CglibAopProxy$DynamicAdvisedInterceptor.intercept(CglibAopProxy.java:687) 2025-07-23 09:33:06 at com.fc.v2.service.SysQuartzJobService$$EnhancerBySpringCGLIB$$b174130e.selectByExample(<generated>) 2025-07-23 09:33:06 at com.fc.v2.common.quartz.QuartzSchedulerUtil.init(QuartzSchedulerUtil.java:42) 2025-07-23 09:33:06 at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) 2025-07-23 09:33:06 at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) 2025-07-23 09:33:06 at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) 2025-07-23 09:33:06 at java.lang.reflect.Method.invoke(Method.java:498) 2025-07-23 09:33:06 at org.springframework.beans.factory.annotation.InitDestroyAnnotationBeanPostProcessor$LifecycleElement.invoke(InitDestroyAnnotationBeanPostProcessor.java:389) 2025-07-23 09:33:06 at org.springframework.beans.factory.annotation.InitDestroyAnnotationBeanPostProcessor$LifecycleMetadata.invokeInitMethods(InitDestroyAnnotationBeanPostProcessor.java:333) 2025-07-23 09:33:06 at org.springframework.beans.factory.annotation.InitDestroyAnnotationBeanPostProcessor.postProcessBeforeInitialization(InitDestroyAnnotationBeanPostProcessor.java:157) 2025-07-23 09:33:06 ... 27 common frames omitted 2025-07-23 09:33:06 Caused by: java.sql.SQLSyntaxErrorException: Table 'springbootv2.t_sys_quartz_job' doesn't exist 2025-07-23 09:33:06 at com.mysql.cj.jdbc.exceptions.SQLError.createSQLException(SQLError.java:120) 2025-07-23 09:33:06 at com.mysql.cj.jdbc.exceptions.SQLError.createSQLException(SQLError.java:97) 2025-07-23 09:33:06 at com.mysql.cj.jdbc.exceptions.SQLExceptionsMapping.translateException(SQLExceptionsMapping.java:122) 2025-07-23 09:33:06 at com.mysql.cj.jdbc.ClientPreparedStatement.executeInternal(ClientPreparedStatement.java:953) 2025-07-23 09:33:06 at com.mysql.cj.jdbc.ClientPreparedStatement.execute(ClientPreparedStatement.java:370) 2025-07-23 09:33:06 at com.alibaba.druid.filter.FilterChainImpl.preparedStatement_execute(FilterChainImpl.java:3461) 2025-07-23 09:33:06 at com.alibaba.druid.filter.FilterEventAdapter.preparedStatement_execute(FilterEventAdapter.java:440) 2025-07-23 09:33:06 at com.alibaba.druid.filter.FilterChainImpl.preparedStatement_execute(FilterChainImpl.java:3459) 2025-07-23 09:33:06 at com.alibaba.druid.proxy.jdbc.PreparedStatementProxyImpl.execute(PreparedStatementProxyImpl.java:167) 2025-07-23 09:33:06 at com.alibaba.druid.pool.DruidPooledPreparedStatement.execute(DruidPooledPreparedStatement.java:497) 2025-07-23 09:33:06 at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) 2025-07-23 09:33:06 at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) 2025-07-23 09:33:06 at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) 2025-07-23 09:33:06 at java.lang.reflect.Method.invoke(Method.java:498) 2025-07-23 09:33:06 at org.apache.ibatis.logging.jdbc.PreparedStatementLogger.invoke(PreparedStatementLogger.java:59) 2025-07-23 09:33:06 at com.sun.proxy.$Proxy118.execute(Unknown Source) 2025-07-23 09:33:06 at org.apache.ibatis.executor.statement.PreparedStatementHandler.query(PreparedStatementHandler.java:63) 2025-07-23 09:33:06 at org.apache.ibatis.executor.statement.RoutingStatementHandler.query(RoutingStatementHandler.java:79) 2025-07-23 09:33:06 at org.apache.ibatis.executor.SimpleExecutor.doQuery(SimpleExecutor.java:63) 2025-07-23 09:33:06 at org.apache.ibatis.executor.BaseExecutor.queryFromDatabase(BaseExecutor.java:326) 2025-07-23 09:33:06 at org.apache.ibatis.executor.BaseExecutor.query(BaseExecutor.java:156) 2025-07-23 09:33:06 at org.apache.ibatis.executor.CachingExecutor.query(CachingExecutor.java:109) 2025-07-23 09:33:06 at org.apache.ibatis.executor.CachingExecutor.query(CachingExecutor.java:83) 2025-07-23 09:33:06 at org.apache.ibatis.session.defaults.DefaultSqlSession.selectList(DefaultSqlSession.java:148) 2025-07-23 09:33:06 at org.apache.ibatis.session.defaults.DefaultSqlSession.selectList(DefaultSqlSession.java:141) 2025-07-23 09:33:06 at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) 2025-07-23 09:33:06 at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) 2025-07-23 09:33:06 at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) 2025-07-23 09:33:06 at java.lang.reflect.Method.invoke(Method.java:498) 2025-07-23 09:33:06 at org.mybatis.spring.SqlSessionTemplate$SqlSessionInterceptor.invoke(SqlSessionTemplate.java:433) 2025-07-23 09:33:06 ... 57 common frames omitted
07-24
内容概要:该PPT详细介绍了企业架构设计的方法论,涵盖业务架构、数据架构、应用架构和技术架构四大核心模块。首先分析了企业架构现状,包括业务、数据、应用和技术四大架构的内容和关系,明确了企业架构设计的重要性。接着,阐述了新版企业架构总体框架(CSG-EAF 2.0)的形成过程,强调其融合了传统架构设计(TOGAF)和领域驱动设计(DDD)的优势,以适应数字化转型需求。业务架构部分通过梳理企业级和专业级价值流,细化业务能力、流程和对象,确保业务战略的有效落地。数据架构部分则遵循五大原则,确保数据的准确、一致和高效使用。应用架构方面,提出了分层解耦和服务化的设计原则,以提高灵活性和响应速度。最后,技术架构部分围绕技术框架、组件、平台和部署节点进行了详细设计,确保技术架构的稳定性和扩展性。 适合人群:适用于具有一定企业架构设计经验的IT架构师、项目经理和业务分析师,特别是那些希望深入了解如何将企业架构设计与数字化转型相结合的专业人士。 使用场景及目标:①帮助企业和组织梳理业务流程,优化业务能力,实现战略目标;②指导数据管理和应用开发,确保数据的一致性和应用的高效性;③为技术选型和系统部署提供科学依据,确保技术架构的稳定性和扩展性。 阅读建议:此资源内容详尽,涵盖企业架构设计的各个方面。建议读者在学习过程中,结合实际案例进行理解和实践,重点关注各架构模块之间的关联和协同,以便更好地应用于实际工作中。
资 源 简 介 独立分量分析(Independent Component Analysis,简称ICA)是近二十年来逐渐发展起来的一种盲信号分离方法。它是一种统计方法,其目的是从由传感器收集到的混合信号中分离相互独立的源信号,使得这些分离出来的源信号之间尽可能独立。它在语音识别、电信和医学信号处理等信号处理方面有着广泛的应用,目前已成为盲信号处理,人工神经网络等研究领域中的一个研究热点。本文简要的阐述了ICA的发展、应用和现状,详细地论述了ICA的原理及实现过程,系统地介绍了目前几种主要ICA算法以及它们之间的内在联系, 详 情 说 明 独立分量分析(Independent Component Analysis,简称ICA)是近二十年来逐渐发展起来的一种盲信号分离方法。它是一种统计方法,其目的是从由传感器收集到的混合信号中分离相互独立的源信号,使得这些分离出来的源信号之间尽可能独立。它在语音识别、电信和医学信号处理等信号处理方面有着广泛的应用,目前已成为盲信号处理,人工神经网络等研究领域中的一个研究热点。 本文简要的阐述了ICA的发展、应用和现状,详细地论述了ICA的原理及实现过程,系统地介绍了目前几种主要ICA算法以及它们之间的内在联系,在此基础上重点分析了一种快速ICA实现算法一FastICA。物质的非线性荧光谱信号可以看成是由多个相互独立的源信号组合成的混合信号,而这些独立的源信号可以看成是光谱的特征信号。为了更好的了解光谱信号的特征,本文利用独立分量分析的思想和方法,提出了利用FastICA算法提取光谱信号的特征的方案,并进行了详细的仿真实验。 此外,我们还进行了进一步的研究,探索了其他可能的ICA应用领域,如音乐信号处理、图像处理以及金融数据分析等。通过在这些领域中的实验和应用,我们发现ICA在提取信号特征、降噪和信号分离等方面具有广泛的潜力和应用前景。
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