Data Access 2.0?     …please welcome…  Spring Data!        Oliver Gierke
Oliver GierkeSpring DataCore/JPA/MongoDBogierke@vmware.comwww.olivergierke.deolivergierke
What to expect?
How?Why?        What?
A Developer‘s View
What to expect?     NOT!
What to expect?     NOT!
Overview
Relational databases
Scaling
Data structures
Hibari Voldemort   Membase               Riak    Cassandra    RedisSimpleDB    (No)SQL            MongoDB            Orien...
Key Value
Column families
Graphs
Documents
Document database JSON documents   JSON queries
MongoDB Infrastructure API     Mongo mongo = new Mongo(…);     DB db = mongo.getDB("myDatabase");     Collection collectio...
MongoDB Query API Mongo mongo = new Mongo(…); DB db = mongo.getDB("myDatabase"); Collection collection = db.getCollection(...
Graph database    Nodes / RelationshipsTraversals / Cypher / Gremlin
Neo4J Infrastructure API     GraphDatabaseService database = new EmbeddedGraphDatabase(…);     Transaction tx = database.b...
Neo4J Query API     GraphDatabaseService database = new EmbeddedGraphDatabase(…);     CypherParser parser = new CypherPars...
Neo4J entity     class Actor {         private final Node node;         public Actor(Node node) { … }         public String...
Forest for the woods?
There‘s someSpring for that!
Spring Data
"   … provide a familiar and    consistent Spring-based    programming model while    retaining store-specific    features ...
Spring Data  JDBC   JPA
Spring Data  JDBC   JPA
Spring Data  JDBC   JPA
Spring Data  JDBC   JPA
Building blocks
Spring
Mapping
JPA entity mapping     @Entity     class Person {         @Id         @GeneratedValue(strategy=GenerationType.AUTO)       ...
Entity mapping - MongoDB     @Document     class Person {         @Id private BigInteger id;         @Indexed private Stri...
Entity mapping - Neo4J     @NodeEntity     class Person {         @GraphId private long id;         @Indexed private Strin...
Templates
MongoOperations / -Template public interface MongoOperations {     // Generic callback-accepting methods     <T> T execute...
MongoTemplate usage     // Setup infrastructure     Mongo mongo = new Mongo();     MongoDbFactory factory = new SimpleMong...
Repositories
Repositories - JPA     <jpa:repositories base-package="com.acme.repositories" />     public interface PersonRepository ext...
Repositories - MongoDB public interface PersonRepository extends Repository<Person, BigInteger> {   // Finder for a single...
Repositories - MongoDB     <mongo:repositories base-package="com.acme.repositories" />     @Component     public class MyC...
Repositories - Neo4J interface PersonRepository extends GraphRepository<Person, Long>    // Finder for a single entity    ...
Repositories        Querydsl47
Querydsl     QPerson $ = QPerson.person;     BooleanExpression left = $.lastname.contains("eth");     BooleanExpression ri...
Wrap up
Wrap upSophisticated mapping support           Templates         Repositories            Querydsl      Spring namespaceGeo...
Questions?
Resources•   www.springframework.org/spring-data•   github.com/SpringSource/spring-data-mongodb•   github.com/SpringSource...
An introduction into Spring Data
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An introduction into Spring Data

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Slides of my talk at OOP2012.

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  • Hi Oliver Gierke. Can You help me to create generic MongoRepository for all documents. Now we are using one Repository for one document class. we need only one Repository for all classes.
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  • \n
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  • A lot of hands on ses\n
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  • No in-depth choice advice.\n
  • Traditional approach to data storage\nDeveloper&amp;#x2018;s point of view\n
  • Well known, solid\nAdmins know how to administer it\nProblems? Challenges?\nTwo main drivers: Cloud and Datastructures\n
  • New challenges in deployment platforms\nCloudFoundry\n
  • Consistency requirements -&gt; hard to scale -&gt; CAP\nSQLFire\n\n
  • Transactions as consistency switch\nOrganize data differently\n
  • Object-relational-mismatch\nInheritance, Trees (Nested Set?), Networks\n
  • Huge variety of APIs\n
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  • Starring today&amp;#x2026; MongoDB\n
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  • Hard to choose\nDifferent APIs all over the place\n
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  • Umbrella projects for Data Access 2.0\n
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  • Variety of stores supported (or planned)\n
  • Key/Value stores\n
  • Document stores\n
  • Other ones (graph)\n
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  • - Spring already provides support for JDBC, JPA, Hibernate etc.\n- add functionality on top of that\n- leverage well known Spring concepts\n - DI, AOP, Spring namespaces, JMX\n
  • POJO based mapping\nAnnotation based mapping (Morphia and beyond)\n- Persistence constructor\n- (deeply nested) Generics\n- DBRef -&gt; embeds by default\n- Document -&gt; specify collections\n
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  • Template pattern\n- Resource management\n- Exception translation\n- simple Query API\n
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  • Eliminate boilerplate code\n\n- interface-only approach\n- finder methods\n- annotations for query tweaking\n- QueryDsl integration for type safe queries\n
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  • JMX support\n
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  • Upcoming talks:\n- JUG BB -&gt; Spring Data JPA\n
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  • An introduction into Spring Data

    1. 1. Data Access 2.0? …please welcome… Spring Data! Oliver Gierke
    2. 2. Oliver GierkeSpring DataCore/JPA/MongoDBogierke@vmware.comwww.olivergierke.deolivergierke
    3. 3. What to expect?
    4. 4. How?Why? What?
    5. 5. A Developer‘s View
    6. 6. What to expect? NOT!
    7. 7. What to expect? NOT!
    8. 8. Overview
    9. 9. Relational databases
    10. 10. Scaling
    11. 11. Data structures
    12. 12. Hibari Voldemort Membase Riak Cassandra RedisSimpleDB (No)SQL MongoDB OrientDB CouchDB HBase Sones Neo4J
    13. 13. Key Value
    14. 14. Column families
    15. 15. Graphs
    16. 16. Documents
    17. 17. Document database JSON documents JSON queries
    18. 18. MongoDB Infrastructure API Mongo mongo = new Mongo(…); DB db = mongo.getDB("myDatabase"); Collection collection = db.getCollection("myCollection"); DBObject address = new BasicDBObject(); address.put("city", "London"); DBObject person = new BasicDBObject(); person.put("firstname", "Dave"); person.put("lastname", "Matthews"); person.put("address", address); collection.save(person);19
    19. 19. MongoDB Query API Mongo mongo = new Mongo(…); DB db = mongo.getDB("myDatabase"); Collection collection = db.getCollection("myCollection"); DBObject query = new BasicDBObject(); query.put("address.city", "London"); DBCursor cursor = collection.find(query); for (DBObject element : cursor) { // Map data onto object }20
    20. 20. Graph database Nodes / RelationshipsTraversals / Cypher / Gremlin
    21. 21. Neo4J Infrastructure API GraphDatabaseService database = new EmbeddedGraphDatabase(…); Transaction tx = database.beginTx(); try { Node mrAnderson = database.createNode(); mrAnderson.setProperty("name", "Thomas Anderson"); Node morpheus = database.createNode(); morpheus.setProperty("name", "Morpheus"); Relationship friendship = mrAnderson.createRelationshipTo( morpheus, FriendTypes.KNOWS); tx.success(); } finally { tx.finish(); }22
    22. 22. Neo4J Query API GraphDatabaseService database = new EmbeddedGraphDatabase(…); CypherParser parser = new CypherParser(); Query query = parser.parse("start person = Person(id = *) match " + "person-[:colleagues]->colleague where colleague.firstname = {name}"); Map<String, Object> parameters = new HashMap<String, Object>(); parameters.put("name", "Dave"); ExecutionEngine engine = new ExecutionEngine(database); ExecutionResult result = engine.execute(query, parameters); for (EntrySet<String, Object> element : result) { // Map data onto object }23
    23. 23. Neo4J entity class Actor { private final Node node; public Actor(Node node) { … } public String getName() { return (String) node.getProperty(„name“); } … }24
    24. 24. Forest for the woods?
    25. 25. There‘s someSpring for that!
    26. 26. Spring Data
    27. 27. " … provide a familiar and consistent Spring-based programming model while retaining store-specific features and capabilities.
    28. 28. Spring Data JDBC JPA
    29. 29. Spring Data JDBC JPA
    30. 30. Spring Data JDBC JPA
    31. 31. Spring Data JDBC JPA
    32. 32. Building blocks
    33. 33. Spring
    34. 34. Mapping
    35. 35. JPA entity mapping @Entity class Person { @Id @GeneratedValue(strategy=GenerationType.AUTO) private BigInteger id; private String firstname, lastname; @Column(name="email") private String emailAddress; @OneToMany private Set<Person> colleagues; }36
    36. 36. Entity mapping - MongoDB @Document class Person { @Id private BigInteger id; @Indexed private String firstname, lastname; @Field("email") private String emailAddress; @DBRef private Set<Person> colleagues; public Person(String firstname) { … } @PersistenceConstructor public Person(String firstname, String lastname) { … } … }37
    37. 37. Entity mapping - Neo4J @NodeEntity class Person { @GraphId private long id; @Indexed private String firstname, lastname; @RelatedTo(direction = Direction.INCOMING) private Set<Person> colleagues; public Person(String firstname) { … } @PersistenceConstructor public Person(String firstname, String lastname) { … } … }38
    38. 38. Templates
    39. 39. MongoOperations / -Template public interface MongoOperations { // Generic callback-accepting methods <T> T execute(DbCallback<T> action); <T> T execute(Class<?> entityClass, CollectionCallback<T> action); <T> T execute(String collectionName, CollectionCallback<T> action); // Higher level access methods <T> List<T> find(Query query, Class<T> entityClass); void save(Object objectToSave, String collectionName); WriteResult updateFirst(Query query, Update update, Class<?> entityClass); // Geo API <T> GeoResults<T> geoNear(NearQuery near, Class<T> entityClass); }40
    40. 40. MongoTemplate usage // Setup infrastructure Mongo mongo = new Mongo(); MongoDbFactory factory = new SimpleMongoDbFactory(mongo, „foo“); MongoTemplate template = new MongoTemplate(factory); // Create and save entity Person dave = new Person("Dave", "Matthews"); dave.setEmailAddress("dave@dmband.com"); template.save(person); // Query entity Query query = new Query(new Criteria("emailAddress") .is("dave@dmband.com")); assertThat(template.find(query), is(dave));41
    41. 41. Repositories
    42. 42. Repositories - JPA <jpa:repositories base-package="com.acme.repositories" /> public interface PersonRepository extends Repository<Person, BigInteger> { // Finder for a single entity Person findByEmailAddress(String emailAddress); // Finder for multiple entities List<Person> findByLastnameLike(String lastname); // Finder with pagination Page<Person> findByFirstnameLike(String firstname, Pageable page); }43
    43. 43. Repositories - MongoDB public interface PersonRepository extends Repository<Person, BigInteger> { // Finder for a single entity Person findByEmailAddress(String emailAddress); // Finder for multiple entities List<Person> findByLastnameLike(String lastname); // Finder with pagination Page<Person> findByFirstnameLike(String firstname, Pageable page); // Geospatial queries List<Person> findByLocationNear(Point location, Distance distance); GeoResults<Person> findByLocationNear(Point location); }44
    44. 44. Repositories - MongoDB <mongo:repositories base-package="com.acme.repositories" /> @Component public class MyClient { @Autowired private PersonRepository repository; public List<Person> doSomething() { Point point = new Point(43.7, 48.8); Distance distance = new Distance(200, Metrics.KILOMETERS); return repository.findByLocationNear(point, distance); } }45
    45. 45. Repositories - Neo4J interface PersonRepository extends GraphRepository<Person, Long> // Finder for a single entity Person findByEmailAddress(String emailAddress); // Finder for multiple entities List<Person> findByLastnameLike(String lastname); // Finder with pagination Page<Person> findByFirstnameLike(String firstname, Pageable page); @Query("start person = Person(id = *) " + "match person-[:colleagues]->colleague where " + "colleague.firstname = {name}") List<Person> getPersonsWithColleaguesName( @Param("name") Movie m); }46
    46. 46. Repositories Querydsl47
    47. 47. Querydsl QPerson $ = QPerson.person; BooleanExpression left = $.lastname.contains("eth"); BooleanExpression right = $.firstname.is("Carter"); public interface QueryDslPredicateExecutor<T> { T findOne(Predicate predicate); List<T> findAll(Predicate predicate); } public interface PersonRepository extends Repository<Person, BigInteger>, QueryDslPredicateExecutor { … } List<Person> result = repository.findAll(left.or(right)); assertThat(result.size(), is(2)); assertThat(result, hasItems(dave, carter));48
    48. 48. Wrap up
    49. 49. Wrap upSophisticated mapping support Templates Repositories Querydsl Spring namespaceGeospatial support (MongoDB) Cross-store persistence
    50. 50. Questions?
    51. 51. Resources• www.springframework.org/spring-data• github.com/SpringSource/spring-data-mongodb• github.com/SpringSource/spring-data-neo4j• http://www.se-radio.net/2010/07/episode-165-nosql-and- mongodb-with-dwight-merriman• http://kkovacs.eu/cassandra-vs-mongodb-vs-couchdb-vs-redis
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