#GeodeSummit - Spring Data GemFire API Current and Future

2© 2014 Pivotal Software, Inc. All rights reserved. 2© 2014 Pivotal Software, Inc. All rights reserved.
Spring Data GemFire API
Current and Future
John Blum - @john_blum
© 2015 - Pivotal Software, Inc.

3© 2014 Pivotal Software, Inc. All rights reserved.
Presenter
John Blum
Spring Data Team (formerly a GemFire
Engineer/Tech Lead)
Spring Data GemFire Project Lead
Apache Geode Committer
Responsibilities…
• Management & Monitoring (Gfsh)
• Management REST API
• Developer REST API
• Spring Data GemFire (v1.3.3 – current)

Agenda
 Spring Data GemFire API
– Configuration / Bootstrapping
– Data Access (DAO patterns)
– Function Execution
– Caching (JSR-107)
 Spring Data GemFire Future
– Spring Data Geode?
 Conclusion
 QA

“Simple things should be simple;
complex things should be possible”
– Alan Kay

Spring Data GemFire (SDG)
Applies Spring's powerful, non-invasive programming model in a consistent
fashion to simplify configuration and development of Apache Geode applications.
Spring Ecosystem Integration…
– Spring Cache Abstraction / Transaction Management
– Spring Data Commons Repository Abstraction + REST
– Spring Integration (Inbound/Outbound Channel Adapters)
– Spring Session Data GemFire Adapter
– Spring XD (Sources & Sinks)

+ +
Apache Geode with Spring Data GemFire and Spring’s Cache
Abstraction is a JSR-107 (JCache) caching provider

GRAILS
Full-stack, Web
XD
Stream, Taps, Jobs
BOOT
Bootable, Minimal, Ops-Ready
Big,
Fast,
Flexible
Data Web,
Integration,
Batch
WEB
Controllers, REST,
WebSocket
INTEGRATION
Channels, Adapters,
Filters, Transformers
BATCH
Jobs, Steps,
Readers, Writers
BIG DATA
Ingestion, Export,
Orchestration, Hadoop
DATA
NON-RELATIONALRELATIONAL
CORE
GROOVYFRAMEWORK SECURITY REACTOR

Spring Data GemFire Use Cases
 Configure & Bootstrap Apache Geode
– Replacement for cache.xml; Can be used with Cluster Configuration
 Build an Application Peer Cache (Cache)
– Embedded Cache
 Build an Application Cache Client (ClientCache)
– Client/Server

Spring Data GemFire / Apache Geode Coordinates
<repository>
<id>spring-libs-snapshot</id>
<name>Spring Maven libs-snapshot Repository</name>
<url>https://repo.spring.io/libs-miletone</url>
</repository>
<dependency>
<groupId>org.springframework.data</groupId>
<artifactId>spring-data-gemfire</artifactId>
<version>1.7.0.APACHE-GEODE-EA-M1</version>
</dependency>

Spring-based Configuration
XML Java-based Configuration

Bootstrapping Apache Geode with Spring
@SpringBootApplication
@ImportResource("/spring-gemfire-context.xml")
public class SpringGemFireApplication {
public static void main(String[] args) {
SpringApplication.run(SpringGemFireApplication.class, args);
}
}
gfsh>start server -–name=Example --spring-xml-location=
<classpath-to-spring-application-context.xml>

Example

Data Access with Spring
Basic (Region) Data Access Object (DAO)…
@Repository
public class GolferDao extends DaoSupport {
@Resource(name = “Golfers”)
private Region<Long, Golfer> golfers;
…
}

Data Access with SDG GemfireTemplate
Advantages
 Simple, Convenient Data Access API (CRUD, OQL, Function)
 Protects developer from GemFire/Geode API changes
 Exception Translation into Spring DAO Exception Hierarchy
 Transaction Management
<bean id=“golfersTemplate” class=“org.springframework.data.gemfire.GemfireTemplate”
p:region-ref=“Golfers”/>

Data Access with Spring Data Repositories
Advantages
 Simple interface-based, Spring Data Repository definition (CRUD, Querying)
 Convention over Configuration (Querying)
 Portable
 Exception Translation & Transaction Management Support
public interface GolferRepository extends CrudRepository<Golfer, Long> {
List<Golfer> findByName(String name);
}

Example

Annotation-based Function Support
Spring Data GemFire introduces annotation support for Function implementation
and execution.
 Functions are implemented as POJO methods
 Functions are invoked using Object-Oriented method invocation.
SDG supports…
 @OnServer / @OnServers (from client only)
 @OnMember / @OnMembers (from peer only)
 @OnRegion (from either client or peer)

Annotation-based Function Implementation
package example.app.function;
@Component
class CustomerFunctions {
@GemfireFunction
public Customer update(Address address, PhoneNumber phoneNumber) { … }
@GemfireFunction(id = “MyFunction” HA=true)
public List<?> functionTwo(FunctionContext funcCtx, @Filter Set<?> keys, …) { … }
}
<gfe:annotation-driven/>
<!– optional when using <context:annotation-config> or <context:component-scan> -->
<bean class=“example.app.function.CustomerFunctions”/>

Annotation-based Function Execution
package example.app.function.executions;
@OnRegion(“Customers”)
interface CustomersFunctionExecution {
Customer update(Address address, PhoneNumber phoneNumber);
}
<gfe-data:function-executions base-package=“example.app.function.executions”/>
@Component
class ApplicationComponent {
@Autowired
private CustomersFunctionExecution customersFunction;
public Customer someMethod(Address address, PhoneNumber phoneNumber) {
return customersFunction.update(address, phoneNumber);
}

Example

Spring Cache Abstraction
Caching is useful in cases when an “expensive” operation (i.e. CPU, IO bound)
produces the same output given identical input; results can be reused.
Spring enables Declarative, Annotation-based Caching…
 @Cacheable – triggers cache population
 @CacheEvict – triggers cache eviction
 @CachePut – updates cache without interfering with method execution
 @Caching – groups multiple cache operations per method
 @CacheConfig – class-level cache-related settings

Spring Supports JSR-107 (JCache)
Spring JCache
@Cacheable @CacheResult
@CachePut @CachePut
@CacheEvict @CacheRemove
@CacheEvict(allEntries=true) @CacheRemoveAll
@CacheConfig @CacheDefaults
http://docs.spring.io/spring/docs/current/spring-framework-reference/htmlsingle/#cache-jsr-107

Apache Geode Caching Provider
@Configuration
@EnableCaching
@Import(GemFireConfiguration.class)
class ApplicationConfiguration {
@Bean
public CacheManager cacheManager(
Cache gemfireCache) {
GemfireCacheManager cacheManager =
new GemfireCacheManager();
cacheManager.setCache(gemfireCache);
return cacheManager;
}
}
<beans …
xmlns:cache=“http://www.springframework.org/schema/cach
e”…>
<gfe:cache properties-
ref="gemfireProperties"/>
<cache:annotation-driven/>
<bean id="cacheManager" class=
”o.s.data.gemfire.support.GemfireCacheManager"
p:cache-ref="gemfireCache"/>

Apache Geode Caching Example
@Service
class BookService {
@Autowired
private BookRepository bookRepository;
@Cacheable(value=“Books”, key=“#isbn”)
public Book findBook(String isbn, …) {
return bookRepository.findOne(isbn);
}
}

Example

Spring Data GemFire Road Map
Spring Data Geode?
Planned…
• SGF-372 – Geode Off-Heap support
• SGF-401 – Geode-Spark Connector support
• SGF-402 – Geode-Lucene Connector support
• SGF-428 – Geode HDFS support
• SGF-451 – Context-Aware Repositories (Functions)
• SGF-452 – Function Execution from Repositories.
• SGF-453 – Annotation Support for Geode Callbacks (e.g. CacheListener)

Conclusion

Apache Geode References
 Project Page - http://geode.incubator.apache.org
 Contribute - http://geode.incubator.apache.org/contribute/
– Ideas - https://cwiki.apache.org/confluence/display/GEODE/How+to+Contribute
 Community Events - http://geode.incubator.apache.org/community/
 Documentation - http://geode.incubator.apache.org/docs/
– Docs Project - https://github.com/project-geode/docs
 Source Code - https://github.com/apache/incubator-geode
 JIRA - https://issues.apache.org/jira/browse/GEODE
 StackOverflow - http://stackoverflow.com/questions/tagged/gemfire+and+geode

Spring Data GemFire References
 Project Page - http://projects.spring.io/spring-data/
 Documentation –
– Reference Guide - http://docs.spring.io/spring-data-gemfire/docs/current/reference/html/
– API - http://docs.spring.io/spring-data-gemfire/docs/current/api/
– Spring IO Guides - http://spring.io/guides
– Spring GemFire Examples –
 Source Code - https://github.com/spring-projects/spring-data-gemfire
 Examples - https://github.com/spring-projects/spring-gemfire-examples
 JIRA – https://jira.spring.io/browse/SGF
 StackOverflow - http://stackoverflow.com/questions/tagged/spring-data-gemfire

Other Spring GemFire/Geode Examples
 Effective Application Development with GemFire/Geode using Spring Data GemFire –
SpringOne2GX-2014 Dallas TX.
– Slides: https://github.com/jxblum/effective-spring-gemfire/blob/master/EffectiveApplicationDevelopmentWithGemfireUsingSpringDataGemFire.pdf
– Source Code: https://github.com/jxblum/effective-spring-gemfire
 Building Highly-Scalable Spring Applications with Apache Geode – SpringOne2GX-2015
Washington D.C.
– Slides: http://www.slideshare.net/john_blum/building-highly-scalable-spring-applications-using-inmemory-data-grids
– Source Code: https://github.com/jxblum/scalable-spring-gemfire
 Spring – GemFire/Geode Using Cluster Configuration Examples
– Source Code: https://github.com/jxblum/spring-gemfire-clusterconfiguration-examples
 GemFire or Geode Client/Server Configuration with Spring Examples
– Source Code: https://github.com/jxblum/pivotal-gemfire-clientserver-examples

Join the Apache Geode Community!
• Check out: http://geode.incubator.apache.org
• Subscribe: user-subscribe@geode.incubator.apache.org
• Download: http://geode.incubator.apache.org/releases/

Q&A
Any questions…

Thank You

#GeodeSummit - Spring Data GemFire API Current and Future

#GeodeSummit - Spring Data GemFire API Current and Future

Recommended

Recommended

More Related Content

What's hot

What's hot (20)

Viewers also liked

Viewers also liked (13)

Similar to #GeodeSummit - Spring Data GemFire API Current and Future

Similar to #GeodeSummit - Spring Data GemFire API Current and Future (20)

More from PivotalOpenSourceHub

More from PivotalOpenSourceHub (15)

Recently uploaded

Recently uploaded (20)

#GeodeSummit - Spring Data GemFire API Current and Future

Editor's Notes