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Simplifying Apache Geode with Spring Data

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VMware Tanzu
VMware Tanzu

The document presents an overview of implementing Apache Geode with Spring Data, detailing its historical versions and the emphasis on simplicity and ease of use. It covers the use of annotation-based configuration, various client and server annotations, and features within Spring Data Geode 2.0. Additionally, it outlines future enhancements and integrates different repository functionalities including paging, sorting, and query projections.

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Simplifying Apache Geode with Spring Data By John Blum @john_blum 1
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ History April 2015 SD GemFire 1.7 Branch for *Apache Geode June 2015 1.7.0.APACHE- GEODE-EA-M1 1.0.0- incubating.M1 April 2016 1.0.0.APACHE- GEODE- INCUBATING-M2 1.0.0- incubating.M2 October 2016 1.0.0.APACHE- GEODE- INCUBATING-M3 1.0.0- incubating.M3 November 2016 1.0.0.APACHE- GEODE- INCUBATING- RELEASE *1.0.0-incubating April 2017 SD Geode Kay 2.0.x 1.2.1 2
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ 3 Spring Data for Apache Geode Kay
“Simple things should be simple; complex things should be possible” – Alan Kay
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Core Themes in SDG - 2017  Get Up & Running as Quickly and Easily as possible  Using  Make the Journey to the Cloud as Simple as possible  On 5 Spring Data Blog Post: $ diff –q spring-data-gemfire spring-data-geode
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ <dependency> <groupId>org.springframework.data</groupId> <artifactId>spring-data-gemfire</artifactId> <version>2.0.2.RELEASE</version> </dependency> <dependency> <groupId>org.springframework.data</groupId> <artifactId>spring-data-geode</artifactId> <version>2.0.2.RELEASE</version> </dependency> 6
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Spring Data Geode 2.0 (Kay) Apache Geode 1.2.1 7 Spring Data GemFire 2.0 (Kay) Pivotal GemFire 9.1.1 Apache Geode 1.2.1 Kay
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ 8 Spring Cloud
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ How does it work? New Annotation-based Configuration  Convention over Configuration  Use sensible defaults for all configuration parameters OOTB  Enable users to get up and running, quickly and easily (no hassle).  Allow user to override and customize the default, provided configuration https://docs.spring.io/spring-data/geode/docs/current/reference/html/#bootstrap-annotation-config 9
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ @Demo 11 https://docs.spring.io/spring-data/geode/docs/current/reference/html/#bootstrap-annotation-config
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Client Annotations 14 @SpringBootApplication @ClientCacheApplication public class MySpringBootApacheGeodeClient { .. }
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Client Annotations: Pools 15 @SpringBootApplication @ClientCacheApplication @EnablePools(pools = { @EnablePool(host = “hostname”, port = 1234), … }) public class MySpringBootApacheGeodeClient { .. }
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Client Annotations: Entity-defined Regions 16 @SpringBootApplication @ClientCacheApplication @EnableGemfireRepositories(basePackageClasses = EntityRepository.class) @EnableEntityDefinedRegions(basePackageClasses = EntityType.class) @EnableIndexing(..) public class MySpringBootApacheGeodeClient { .. } @Region(name = “Customers”) class Customer { @Id Long id; @Indexed(..) String name; @LuceneIndexed(..) String title; }
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Client Annotations: Caching-defined Regions 17 @SpringBootApplication @ClientCacheApplication @EnableGemfireCaching @EnableCachingDefinedRegions(..) public class MySpringBootApacheGeodeClient { .. } @Service class CustomerService { @Cacheable(“Accounts”) Account getAccount(Customer customer) { .. } }
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Client Annotations: Cluster Configuration* 18 @SpringBootApplication @ClientCacheApplication @EnableClusterConfiguration(useHttp = true) public class MySpringBootApacheGeodeClient { .. }
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Client Annotations: CQ 19 @SpringBootApplication @ClientCacheApplication @EnableContinuousQueries(..) public class MySpringBootApacheGeodeClient { .. } @Service class CustomerService { @ContinuousQuery(name = “CreditScoreUpdates”, query = “SELECT * FROM /Customers WHERE …”) void creditScoreChange(CqEvent event) { .. } }
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Client Annotations: Serialization 20 @SpringBootApplication @ClientCacheApplication @EnablePdx(..) public class MySpringBootApacheGeodeClient { .. } Registers the SDG o.s.d.g.mapping.MappingPdxSerializer by default
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Client Annotations: Security 21 @SpringBootApplication @ClientCacheApplication @EnableSecurity(..) @EnableSsl(..) public class MySpringBootApacheGeodeClient { .. } # application.properties spring.data.gemfire.security.username = jblum spring.data.gemfire.security.password = secret
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Client Annotations: Other 22 @SpringBootApplication @ClientCacheApplication @EnableGemFireProperties(..) @EnableLogging(logLevel = “info”, …) public class MySpringBootApacheGeodeClient { .. }
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Server Annotations 24 @SpringBootApplication @CacheServerApplication(name = “MySpringBootApacheGeodeServer”) public class MySpringBootApacheGeodeServer { .. }
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Server Annotations: CacheServers 25 @SpringBootApplication @CacheServerApplication(name = “MySpringBootApacheGeodeServer”) @EnableCacheServers(servers = { @EnableCacheServer(..), … }) public class MySpringBootApacheGeodeServer { .. }
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Server Annotations: Processes 26 @SpringBootApplication @CacheServerApplication(name = “MySpringBootApacheGeodeServer”) @EnableLocator(port = 11235) @EnableManager(port = 1199) public class MySpringBootApacheGeodeServer { .. }
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Server Annotations: Services 27 @SpringBootApplication @CacheServerApplication(name = “MySpringBootApacheGeodeServer”) @EnableHttpService(..) @EnableMemcachedServer(..) @EnableRedisServer(..) public class MySpringBootApacheGeodeServer { .. }
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Server Annotations: Regions 28 @SpringBootApplication @CacheServerApplication(name = “MySpringBootApacheGeodeServer”) @EnableCompression(..) @EnableDiskStores(diskStores = { @EnableDiskStore(..), … }) @EnableEntityDefinedRegions(basePackageClasses = EntityType.class) @EnableEviction(..) @EnableExpiration(..) @EnableOffHeap(memorySize = “1024g”) public class MySpringBootApacheGeodeServer { .. }
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Server Annotations: Expiration 29 @SpringBootApplication @CacheServerApplication(name = “MySpringBootApacheGeodeServer”) @EnableExpiration(..) … public class MySpringBootApacheGeodeServer { .. } @Region(”Customers”) @TimeToLiveExpiration(timeout = “600”, action = “LOCAL_DESTROY”) @IdleTimeoutExpiration(timeout = “120”, action = “INVALIDATE”) @Expiration(..) class Customer { .. } https://docs.spring.io/spring-data/geode/docs/current/reference/html/#bootstrap-annotation-config-region-expiration https://docs.spring.io/spring-data/geode/docs/current/reference/html/#bootstrap:region:expiration:annotation
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Server Annotations: Security 30 @SpringBootApplication @CacheServerApplication(name = “MySpringBootApacheGeodeServer”) @EnableSecurity(..) @EnableSsl(..) public class MySpringBootApacheGeodeServer { @Bean AuthorizingRealm ldapRealm(LdapContextFactory contextFactory) { DefaultLdapRealm ldapRealm = new DefaultLdapRealm(); ldapRealm.setContextFactory(contextFactory); return ldapRealm; } https://spring.io/blog/2016/11/10/spring-data-geode-1-0-0-incubating-release-released#apache-shiro-realms
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Server Annotations: Other 31 @SpringBootApplication @CacheServerApplication(name = “MySpringBootApacheGeodeServer”) @EnableGemFireProperties(remoteLocators = “..”, …) @EnableLogging(logLevel = “warning”, …) @EnableStatistics(..) public class MySpringBootApacheGeodeServer { .. }
Configuration @Runtime
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Annotations: Properties Configuration 33 @SpringBootApplication @ClientCacheApplication(locators = { @Locator(host = “HostnameOne”, port = 1111), @Locator(host = “HostnameTwo”, port = 2222), … }) public class MySpringBootApacheGeodeClient { .. }
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Annotations: Properties Configuration 34 @SpringBootApplication @ClientCacheApplication public class MySpringBootApacheGeodeClient { .. } # application.properties spring.data.gemfire.pool.locators=HostnameOne[1111],HostnameTwo[2222], … spring.data.gemfire.pool.default.locators=… spring.data.gemfire.pool.swimming.locators=… …
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Annotations: Properties Configuration 35 public @interface ClientCacheApplication { /** * Configures the GemFire {@link org.apache.geode.distributed.Locator Locators} to which * this cache client will connect. * * Use either the {@literal spring.data.gemfire.pool.default.locators} property * or the {@literal spring.data.gemfire.pool.locators} property in {@literal application.properties}. */ Locator[] locators() default {}; … } https://docs.spring.io/spring-data/geode/docs/current/api/org/springframework/data/gemfire/config/annotation/ClientCacheApplication.html
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Annotations: Configurers 36 @SpringBootApplication @ClientCacheApplication public class MySpringBootApacheGeodeClient { @Bean ClientCacheConfigurer locatorsConfigurer( @Value(“${geode.locators.hostsPorts:localhost[10334]}”) String hostsPorts) { return (beanName, clientCacheFactoryBean) -> clientCacheFactoryBean.setLocators( ConnectionEndpointList.parse(10334, hostsPorts)); } }
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ What’s Next? • Function Executions from Repository • Paging support in Repository • Query Projections • Reactive Repository extensions for CQ • Spring Security support • Annotation support for CacheCallbacks • Auto-generated IDs (Region keys) • New Spring-driven Test (Context) Framework 37
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Function Executions from Repository 38 public interface CustomerRepository implements CrudRepository<Customer, Long> { @Function(..) CreditScore calculateCreditScore(Customer customer); } Customer jonDoe = … CreditScore creditScore = customerRepository.calculateCreditScore(jonDoe);
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Paging (& Sorting) Support 39 public interface CustomerRepository implements CrudRepository<Customer, Long> { List<Customer> findByLastNameOrderByCustomerFirstNameAsc( String firstName); List<Customer> findByLastName(String lastName, Sort sort); // NEW! Page<Customer> findTop100ByCreditScoreGreaterThan(CreditScore score, Pageable pageable); }
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Query Projections (DTO) 40 public interface CustomerRepository implements CrudRepository<Customer, Long> { Iterable<CustomerNameProjection> findByLastName(String lastName); } @Region(“Customers”) class Customer { @Id Long id; String firstName, lastName; String getName() { return String.format(“%1$s %2$s”, firstName, lastName); } class CustomerNameProjection { String name; }
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Reactive Repository Extensions for CQ 41 public interface CustomerRepository implements CrudRepository<Customer, Long> { @ContinuousQuery(..) Flux<Customer> findByCreditScoreGreaterThanAndCreditScoreLessThan( CreditScore low, CreditScore high); }
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Annotation-based CacheCallbacks Support 42 @Component public class MyCallbacks { @CacheListener(regions = { “Customers”, “Accounts” }) public <K, V> void afterCreate(EntryEvent<K, V> event) { .. } @CacheWriter(region = “Customers”) public <K, V> void beforeCreate(EntryEvent(K, V> event) { .. } . . . }
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Unit Testing Apache Geode with Spring With Integration Testing support in-progress… @TestDemo 43 https://github.com/jxblum/spring-data-tests-4-gemfire
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Spring Data Geode 2.1 (Lovelace) Apache Geode 1.3.0 44 Spring Data GemFire 2.1 (Lovelace) Pivotal GemFire 9.2.0 Apache Geode 1.3.0
Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ References • Reference Documentation: https://docs.spring.io/spring-data/geode/docs/current/reference/html/ • Javadoc: https://docs.spring.io/spring-data/geode/docs/current/api/ • GitHub: https://github.com/spring-projects/spring-data-geode • JIRA: https://jira.spring.io/browse/DATAGEODE • StackOverflow: https://stackoverflow.com/questions/tagged/spring-data-gemfire • Presentation Examples: https://github.com/jxblum/simple-spring-geode-application • Examples: https://github.com/jxblum/contacts-application Me: @john_blum (Twitter) https://spring.io/team/jxblum (GitHub)
Questions Answers
47© 2014 Pivotal Software, Inc. All rights reserved. Thank You
Learn More. Stay Connected. Refactoring to a System of Systems - Oliver Gierke Thursday @ 11:50 AM – Room #2008 48 #springone@s1p

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Simplifying Apache Geode with Spring Data

  • 1. Simplifying Apache Geode with Spring Data By John Blum @john_blum 1
  • 2. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ History April 2015 SD GemFire 1.7 Branch for *Apache Geode June 2015 1.7.0.APACHE- GEODE-EA-M1 1.0.0- incubating.M1 April 2016 1.0.0.APACHE- GEODE- INCUBATING-M2 1.0.0- incubating.M2 October 2016 1.0.0.APACHE- GEODE- INCUBATING-M3 1.0.0- incubating.M3 November 2016 1.0.0.APACHE- GEODE- INCUBATING- RELEASE *1.0.0-incubating April 2017 SD Geode Kay 2.0.x 1.2.1 2
  • 3. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ 3 Spring Data for Apache Geode Kay
  • 4. “Simple things should be simple; complex things should be possible” – Alan Kay
  • 5. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Core Themes in SDG - 2017  Get Up & Running as Quickly and Easily as possible  Using  Make the Journey to the Cloud as Simple as possible  On 5 Spring Data Blog Post: $ diff –q spring-data-gemfire spring-data-geode
  • 6. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ <dependency> <groupId>org.springframework.data</groupId> <artifactId>spring-data-gemfire</artifactId> <version>2.0.2.RELEASE</version> </dependency> <dependency> <groupId>org.springframework.data</groupId> <artifactId>spring-data-geode</artifactId> <version>2.0.2.RELEASE</version> </dependency> 6
  • 7. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Spring Data Geode 2.0 (Kay) Apache Geode 1.2.1 7 Spring Data GemFire 2.0 (Kay) Pivotal GemFire 9.1.1 Apache Geode 1.2.1 Kay
  • 8. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ 8 Spring Cloud
  • 9. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ How does it work? New Annotation-based Configuration  Convention over Configuration  Use sensible defaults for all configuration parameters OOTB  Enable users to get up and running, quickly and easily (no hassle).  Allow user to override and customize the default, provided configuration https://docs.spring.io/spring-data/geode/docs/current/reference/html/#bootstrap-annotation-config 9
  • 10. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ @Demo 11 https://docs.spring.io/spring-data/geode/docs/current/reference/html/#bootstrap-annotation-config
  • 11. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Client Annotations 14 @SpringBootApplication @ClientCacheApplication public class MySpringBootApacheGeodeClient { .. }
  • 12. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Client Annotations: Pools 15 @SpringBootApplication @ClientCacheApplication @EnablePools(pools = { @EnablePool(host = “hostname”, port = 1234), … }) public class MySpringBootApacheGeodeClient { .. }
  • 13. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Client Annotations: Entity-defined Regions 16 @SpringBootApplication @ClientCacheApplication @EnableGemfireRepositories(basePackageClasses = EntityRepository.class) @EnableEntityDefinedRegions(basePackageClasses = EntityType.class) @EnableIndexing(..) public class MySpringBootApacheGeodeClient { .. } @Region(name = “Customers”) class Customer { @Id Long id; @Indexed(..) String name; @LuceneIndexed(..) String title; }
  • 14. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Client Annotations: Caching-defined Regions 17 @SpringBootApplication @ClientCacheApplication @EnableGemfireCaching @EnableCachingDefinedRegions(..) public class MySpringBootApacheGeodeClient { .. } @Service class CustomerService { @Cacheable(“Accounts”) Account getAccount(Customer customer) { .. } }
  • 15. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Client Annotations: Cluster Configuration* 18 @SpringBootApplication @ClientCacheApplication @EnableClusterConfiguration(useHttp = true) public class MySpringBootApacheGeodeClient { .. }
  • 16. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Client Annotations: CQ 19 @SpringBootApplication @ClientCacheApplication @EnableContinuousQueries(..) public class MySpringBootApacheGeodeClient { .. } @Service class CustomerService { @ContinuousQuery(name = “CreditScoreUpdates”, query = “SELECT * FROM /Customers WHERE …”) void creditScoreChange(CqEvent event) { .. } }
  • 17. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Client Annotations: Serialization 20 @SpringBootApplication @ClientCacheApplication @EnablePdx(..) public class MySpringBootApacheGeodeClient { .. } Registers the SDG o.s.d.g.mapping.MappingPdxSerializer by default
  • 18. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Client Annotations: Security 21 @SpringBootApplication @ClientCacheApplication @EnableSecurity(..) @EnableSsl(..) public class MySpringBootApacheGeodeClient { .. } # application.properties spring.data.gemfire.security.username = jblum spring.data.gemfire.security.password = secret
  • 19. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Client Annotations: Other 22 @SpringBootApplication @ClientCacheApplication @EnableGemFireProperties(..) @EnableLogging(logLevel = “info”, …) public class MySpringBootApacheGeodeClient { .. }
  • 20. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Server Annotations 24 @SpringBootApplication @CacheServerApplication(name = “MySpringBootApacheGeodeServer”) public class MySpringBootApacheGeodeServer { .. }
  • 21. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Server Annotations: CacheServers 25 @SpringBootApplication @CacheServerApplication(name = “MySpringBootApacheGeodeServer”) @EnableCacheServers(servers = { @EnableCacheServer(..), … }) public class MySpringBootApacheGeodeServer { .. }
  • 22. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Server Annotations: Processes 26 @SpringBootApplication @CacheServerApplication(name = “MySpringBootApacheGeodeServer”) @EnableLocator(port = 11235) @EnableManager(port = 1199) public class MySpringBootApacheGeodeServer { .. }
  • 23. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Server Annotations: Services 27 @SpringBootApplication @CacheServerApplication(name = “MySpringBootApacheGeodeServer”) @EnableHttpService(..) @EnableMemcachedServer(..) @EnableRedisServer(..) public class MySpringBootApacheGeodeServer { .. }
  • 24. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Server Annotations: Regions 28 @SpringBootApplication @CacheServerApplication(name = “MySpringBootApacheGeodeServer”) @EnableCompression(..) @EnableDiskStores(diskStores = { @EnableDiskStore(..), … }) @EnableEntityDefinedRegions(basePackageClasses = EntityType.class) @EnableEviction(..) @EnableExpiration(..) @EnableOffHeap(memorySize = “1024g”) public class MySpringBootApacheGeodeServer { .. }
  • 25. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Server Annotations: Expiration 29 @SpringBootApplication @CacheServerApplication(name = “MySpringBootApacheGeodeServer”) @EnableExpiration(..) … public class MySpringBootApacheGeodeServer { .. } @Region(”Customers”) @TimeToLiveExpiration(timeout = “600”, action = “LOCAL_DESTROY”) @IdleTimeoutExpiration(timeout = “120”, action = “INVALIDATE”) @Expiration(..) class Customer { .. } https://docs.spring.io/spring-data/geode/docs/current/reference/html/#bootstrap-annotation-config-region-expiration https://docs.spring.io/spring-data/geode/docs/current/reference/html/#bootstrap:region:expiration:annotation
  • 26. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Server Annotations: Security 30 @SpringBootApplication @CacheServerApplication(name = “MySpringBootApacheGeodeServer”) @EnableSecurity(..) @EnableSsl(..) public class MySpringBootApacheGeodeServer { @Bean AuthorizingRealm ldapRealm(LdapContextFactory contextFactory) { DefaultLdapRealm ldapRealm = new DefaultLdapRealm(); ldapRealm.setContextFactory(contextFactory); return ldapRealm; } https://spring.io/blog/2016/11/10/spring-data-geode-1-0-0-incubating-release-released#apache-shiro-realms
  • 27. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Server Annotations: Other 31 @SpringBootApplication @CacheServerApplication(name = “MySpringBootApacheGeodeServer”) @EnableGemFireProperties(remoteLocators = “..”, …) @EnableLogging(logLevel = “warning”, …) @EnableStatistics(..) public class MySpringBootApacheGeodeServer { .. }
  • 29. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Annotations: Properties Configuration 33 @SpringBootApplication @ClientCacheApplication(locators = { @Locator(host = “HostnameOne”, port = 1111), @Locator(host = “HostnameTwo”, port = 2222), … }) public class MySpringBootApacheGeodeClient { .. }
  • 30. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Annotations: Properties Configuration 34 @SpringBootApplication @ClientCacheApplication public class MySpringBootApacheGeodeClient { .. } # application.properties spring.data.gemfire.pool.locators=HostnameOne[1111],HostnameTwo[2222], … spring.data.gemfire.pool.default.locators=… spring.data.gemfire.pool.swimming.locators=… …
  • 31. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Annotations: Properties Configuration 35 public @interface ClientCacheApplication { /** * Configures the GemFire {@link org.apache.geode.distributed.Locator Locators} to which * this cache client will connect. * * Use either the {@literal spring.data.gemfire.pool.default.locators} property * or the {@literal spring.data.gemfire.pool.locators} property in {@literal application.properties}. */ Locator[] locators() default {}; … } https://docs.spring.io/spring-data/geode/docs/current/api/org/springframework/data/gemfire/config/annotation/ClientCacheApplication.html
  • 32. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Annotations: Configurers 36 @SpringBootApplication @ClientCacheApplication public class MySpringBootApacheGeodeClient { @Bean ClientCacheConfigurer locatorsConfigurer( @Value(“${geode.locators.hostsPorts:localhost[10334]}”) String hostsPorts) { return (beanName, clientCacheFactoryBean) -> clientCacheFactoryBean.setLocators( ConnectionEndpointList.parse(10334, hostsPorts)); } }
  • 33. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ What’s Next? • Function Executions from Repository • Paging support in Repository • Query Projections • Reactive Repository extensions for CQ • Spring Security support • Annotation support for CacheCallbacks • Auto-generated IDs (Region keys) • New Spring-driven Test (Context) Framework 37
  • 34. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Function Executions from Repository 38 public interface CustomerRepository implements CrudRepository<Customer, Long> { @Function(..) CreditScore calculateCreditScore(Customer customer); } Customer jonDoe = … CreditScore creditScore = customerRepository.calculateCreditScore(jonDoe);
  • 35. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Paging (& Sorting) Support 39 public interface CustomerRepository implements CrudRepository<Customer, Long> { List<Customer> findByLastNameOrderByCustomerFirstNameAsc( String firstName); List<Customer> findByLastName(String lastName, Sort sort); // NEW! Page<Customer> findTop100ByCreditScoreGreaterThan(CreditScore score, Pageable pageable); }
  • 36. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Query Projections (DTO) 40 public interface CustomerRepository implements CrudRepository<Customer, Long> { Iterable<CustomerNameProjection> findByLastName(String lastName); } @Region(“Customers”) class Customer { @Id Long id; String firstName, lastName; String getName() { return String.format(“%1$s %2$s”, firstName, lastName); } class CustomerNameProjection { String name; }
  • 37. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Reactive Repository Extensions for CQ 41 public interface CustomerRepository implements CrudRepository<Customer, Long> { @ContinuousQuery(..) Flux<Customer> findByCreditScoreGreaterThanAndCreditScoreLessThan( CreditScore low, CreditScore high); }
  • 38. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Annotation-based CacheCallbacks Support 42 @Component public class MyCallbacks { @CacheListener(regions = { “Customers”, “Accounts” }) public <K, V> void afterCreate(EntryEvent<K, V> event) { .. } @CacheWriter(region = “Customers”) public <K, V> void beforeCreate(EntryEvent(K, V> event) { .. } . . . }
  • 39. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Unit Testing Apache Geode with Spring With Integration Testing support in-progress… @TestDemo 43 https://github.com/jxblum/spring-data-tests-4-gemfire
  • 40. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ Spring Data Geode 2.1 (Lovelace) Apache Geode 1.3.0 44 Spring Data GemFire 2.1 (Lovelace) Pivotal GemFire 9.2.0 Apache Geode 1.3.0
  • 41. Unless otherwise indicated, these slides are © 2013 -2016 Piv otal Software, Inc. and licensed under a Creative Commons Attribution-NonCommercial license: http://creativecommons.org/licenses/by-nc/3.0/ References • Reference Documentation: https://docs.spring.io/spring-data/geode/docs/current/reference/html/ • Javadoc: https://docs.spring.io/spring-data/geode/docs/current/api/ • GitHub: https://github.com/spring-projects/spring-data-geode • JIRA: https://jira.spring.io/browse/DATAGEODE • StackOverflow: https://stackoverflow.com/questions/tagged/spring-data-gemfire • Presentation Examples: https://github.com/jxblum/simple-spring-geode-application • Examples: https://github.com/jxblum/contacts-application Me: @john_blum (Twitter) https://spring.io/team/jxblum (GitHub)
  • 43. 47© 2014 Pivotal Software, Inc. All rights reserved. Thank You
  • 44. Learn More. Stay Connected. Refactoring to a System of Systems - Oliver Gierke Thursday @ 11:50 AM – Room #2008 48 #springone@s1p

Editor's Notes

  • #4: Spring Data for Apache Geode joins the Spring Data Kay Release Train as of RC1 Regular, predictable release cadence
  • #5: Misconceptions about Spring… Spring is a Web Application Framework Spring’s programming model is unique and Spring uses it’s own conventions Built on fundamental OO principles (POJO) Software Design Patterns (IoC/DI, AOP) and… Builds on Standards Open Source (OSS)
  • #7: No Code Changes No Import Statement Changes No Class Name Changes (Geode -> GemFire; Geode -> GemFire) Pivotal GemFire uses the org.apache.geode package namespace Apache Geode uses Pivotal GemFire class names… org.apache.geode.cache.GemFireCacheImpl
  • #9: To the Cloud (from the IDE) and back again
  • #14: SDG Repository infrastructure and extension already supports Sorting https://docs.spring.io/spring-data/commons/docs/current/reference/html/#repositories.special-parameters
  • #15: SDG Repository infrastructure and extension already supports Sorting https://docs.spring.io/spring-data/commons/docs/current/reference/html/#repositories.special-parameters
  • #16: SDG Repository infrastructure and extension already supports Sorting https://docs.spring.io/spring-data/commons/docs/current/reference/html/#repositories.special-parameters
  • #17: SDG Repository infrastructure and extension already supports Sorting https://docs.spring.io/spring-data/commons/docs/current/reference/html/#repositories.special-parameters
  • #18: SDG Repository infrastructure and extension already supports Sorting https://docs.spring.io/spring-data/commons/docs/current/reference/html/#repositories.special-parameters
  • #19: SDG Repository infrastructure and extension already supports Sorting https://docs.spring.io/spring-data/commons/docs/current/reference/html/#repositories.special-parameters
  • #20: SDG Repository infrastructure and extension already supports Sorting https://docs.spring.io/spring-data/commons/docs/current/reference/html/#repositories.special-parameters
  • #21: SDG Repository infrastructure and extension already supports Sorting https://docs.spring.io/spring-data/commons/docs/current/reference/html/#repositories.special-parameters
  • #22: SDG Repository infrastructure and extension already supports Sorting https://docs.spring.io/spring-data/commons/docs/current/reference/html/#repositories.special-parameters
  • #23: SDG Repository infrastructure and extension already supports Sorting https://docs.spring.io/spring-data/commons/docs/current/reference/html/#repositories.special-parameters
  • #31: Define multiple Apache Shiro Realms; Order them.
  • #33: Annotation attributes are strongly-typed
  • #34: SDG Repository infrastructure and extension already supports Sorting https://docs.spring.io/spring-data/commons/docs/current/reference/html/#repositories.special-parameters
  • #35: SDG Repository infrastructure and extension already supports Sorting https://docs.spring.io/spring-data/commons/docs/current/reference/html/#repositories.special-parameters
  • #36: SDG Repository infrastructure and extension already supports Sorting https://docs.spring.io/spring-data/commons/docs/current/reference/html/#repositories.special-parameters
  • #37: SDG Repository infrastructure and extension already supports Sorting https://docs.spring.io/spring-data/commons/docs/current/reference/html/#repositories.special-parameters
  • #39: Similar to SDG’s Function Execution support with @OnRegion today. https://docs.spring.io/spring-data/geode/docs/current/reference/html/#function-annotations https://docs.spring.io/spring-data/geode/docs/current/reference/html/#function-execution
  • #40: SDG Repository infrastructure and extension already supports Sorting https://docs.spring.io/spring-data/commons/docs/current/reference/html/#repositories.special-parameters
  • #41: The Value-Type DTO https://docs.spring.io/spring-data/commons/docs/current/reference/html/#projections.dtos