#Spring Data Gremlin
Spring data gremlin makes it easier to implement Graph based repositories. This module extends Spring Data to allow support for potentially any Graph database that implements the Tinkerpop Blueprints 2.x API.
##Features
- All the great features of Spring Data
- Support for OrientDB and TitanDB out of the box
- Schema creation in supported databases
- Support to build repositories based on Spring using our custom set of annotations, spring-data-neo4j or JPA annotations.
- Pagination support
- Unique, non-unique and spatial indices supported
- Support for Gremlin query language through the
@Query
annotation - Support for native queries (Eg. OrientDB SQL) through the
@Query
annotation - JavaConfig based repository configuration by introducing @EnableGremlinRepositories
Map
andCompositeResult
query result objects
##Default Schema Generation
Below is a list of default annotations used by the DefaultSchemaGenerator
.
@Vertex
maps anObject
to aVertex
@Edge
maps anObject
to anEdge
@Embeddable
maps anObject
to set of properties to be embedded in a "parent" vertex@Id
maps an instance variable to the vertex or edge ID@Index
used for indexing properties including unique, spatial and non-unique@Property
maps an instance variable to a vertex property (optional, only required if you want to name it differently)@Embed
embeds the referencedObject
in the "parent" vertex@PropertyOverride
can be used within@Embed
for overriding properties within@Embeddable
s.@Ignore
ignores a variable@Enumerated
allows for mapping an enum as an ordinal, otherwise String is the default mapping@Link
creates a link from this vertex to the referencedObject
's vertex orCollection
's verticies using the name of the field as default or the optionaltype
parameter as the link label@LinkVia
creates anEdge
based the the referencedObject
orCollection
which must be a@Edge
@FromVertex
defines the starting (or OUT) vertex of a@Edge
@ToVertex
defines the ending (or IN) vertex of a@Edge
##Neo4j Schema Generation
Below is a list of supported annotations used by the Neo4jSchemaGenerator
. These annotations are part of the spring-data-neo4j platform.
@NodeEntity
maps anObject
to aVertex
@RelationshipEntity
maps anObject
to anEdge
@GraphId
maps an instance variable to the vertex or edge ID@Indexed
used for indexing properties@GraphProperty
maps an instance variable to a vertex property (optional, only required if you want to name it differently)@RelatedTo
creates a link from this vertex to the referencedObject
's vertex orCollection
's verticies using the name of the field as default or the optionaltype
parameter as the link label@RelatedToVia
creates anEdge
based the the referencedObject
orCollection
which must be a@RelationshipEntity
@StartNode
defines the starting (or OUT) vertex of a@RelationshipEntity
@EndNode
defines the ending (or IN) vertex of a@RelationshipEntity
##JPA Schema Generation
Below is a list of supported annotations used by the JpaSchemaGenerator
:
@Entity
maps anObject
to aVertex
@Embeddable
maps anObject
to set of properties to be embedded in a "parent" vertex@Id
maps an instance variable to the vertex ID@Column
maps an instance variable to a vertex property@Embedded
embeds the referencedObject
in the "parent" vertex@AttributeOverrides
and@AttributeOverride
can be used for overriding@Embedded
property names.@OneToOne
creates an outgoing link from this vertex to the referencedObject
's vertex using the name of the field as default or the optional@Column
's name field as the link label@OneToMany
creates an outgoing link from this vertex to all of the referencedCollection
's vertices using the name of the field as default or the optional@Column
's name field as the link label@Transient
marks an instance variable as transient@Enumerated
allows for mapping an enum as a ordinal, otherwise String is the default mapping
##Getting Started
Create your domain objects. I have used JPA for mapping the schema, but you can also use spring-data-neo4j annotations if you wish:
####Person
@Vertex
public class Person {
@Id
private String id;
@Property("customer_name")
private String name;
@Link("lives_at")
private Address address;
@LinkVia
private Set<Located> locations;
@LinkVia
private Located currentLocation;
}
####Address
@Vertex
public class Address {
@Id
private String id;
@Embed(propertyOverrides = { @PropertyOverride(name = "name", property = @Property("countryName")) })
private Country country;
private String city;
private String street;
}
####Country (embedded)
@Embeddable
public class Country {
private String name;
}
####Location
@Vertex
public class Location {
@Id
private String id;
private Date date;
@Index(type = SPATIAL_LATITUDE)
private double latitude;
@Index(type = SPATIAL_LONGITUDE)
private double longitude;
}
####Located
@Edge("was_located")
public class Located {
@Id
private String id;
@Property("location_date")
private Date date;
@FromVertex
private Person person;
@ToVertex
private Location location;
}
Now create a repository for people:
public interface PersonRepository extends GremlinRepository<Person> {
List<Person> findByLastName(String lastName);
List<Person> findByLastNameLike(String lastName);
List<Person> findByFirstNameAndLastName(String firstName, String lastName);
List<Person> findByFirstNameOrLastName(String firstName, String lastName);
List<Person> findByFirstNameLike(String string);
@Query(value = "graph.V().has('firstName', ?)")
List<Person> findByFirstName(String firstName);
@Query(value = "graph.V().has('firstName', ?)")
Page<Person> findByFirstName(String firstName, Pageable pageable);
@Query(value = "graph.V().has('firstName', ?)")
List<Map<String, Object>> findMapByFirstName(String firstName);
@Query(value = "graph.V().has('firstName', ?)")
Map<String, Object> findSingleMapByFirstName(String firstName);
List<Person> findByAddress_City(String city);
@Query(value = "delete vertex from (select from Person where firstName <> ?)", nativeQuery = true, modify = true)
Integer deleteAllExceptPerson(String firstName);
@Query(value = "select expand(in('was_located_at')) from (select from Location where [latitude,longitude,$spatial] near [?,?,{\"maxDistance\":?}])", nativeQuery = true)
Page<Person> findNear(double latitude, double longitude, double radius, Pageable pageable);
}
Wire it up:
@Configuration
@EnableTransactionManagement
@EnableGremlinRepositories(basePackages = "test.repos", repositoryFactoryBeanClass = GremlinRepositoryFactoryBean.class)
public class Configuration {
@Bean
public OrientDBGremlinGraphFactory orientDBGraphFactory() {
OrientDBGremlinGraphFactory factory = new OrientDBGremlinGraphFactory();
factory.setUrl("memory:spring-data-orientdb-db");
factory.setUsername("admin");
factory.setPassword("admin");
return factory;
}
@Bean
public GremlinTransactionManager transactionManager() {
return new GremlinTransactionManager(orientDBGraphFactory());
}
@Bean
public GremlinSchemaFactory schemaFactory() {
return new GremlinSchemaFactory();
}
@Bean
public SchemaGenerator schemaGenerator() {
return new DefaultSchemaGenerator(new OrientDbIdEncoder());
}
@Bean
public SchemaWriter schemaWriter() {
return new OrientDbSchemaWriter();
}
@Bean
public static GremlinBeanPostProcessor gremlinSchemaManager(SchemaGenerator schemaGenerator) {
return new GremlinBeanPostProcessor(schemaGenerator, "test.domain");
}
@Bean
public GremlinGraphAdapter graphAdapter() {
return new OrientDBGraphAdapter();
}
@Bean
public GremlinRepositoryContext databaseContext(GremlinGraphFactory graphFactory, GremlinGraphAdapter graphAdapter, GremlinSchemaFactory schemaFactory, SchemaWriter schemaWriter) {
return new GremlinRepositoryContext(graphFactory, graphAdapter, schemaFactory, schemaWriter, OrientDBGremlinRepository.class, NativeOrientdbGremlinQuery.class);
}
}
##TODO
- Spring auto configuration
Many to many relationshipsLinks as entities- Lazy fetching
- Index for multiple properties
- Allow for IDs other than String
- Repository definitions using
Neo4j, Frames orsome other custom implementation. - More Blueprints implementations (Neo4j, ArangoDB, Blazegraph, etc.)
- Migrate to Tinkerpop 3.0
##Acknowledgement This project would not have been possible without the hard work done by the spring-data-orientdb team. A lot of code and concepts were reused and reshaped. Thanks.