This is an extensive demo on how to use Spring Data ArangoDB with an example dataset of Game of Thrones characters and locations.
- Getting Started
- Data modeling
- CRUD operations
- Query by example
- Derived queries
- Relations
- Query methods
- Geospatial queries
- Learn more
First, we have to set up a project and add every needed dependency.
We use Maven and Spring Boot for this demo.
We have to create a Maven pom.xml:
<?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0"
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
<modelVersion>4.0.0</modelVersion>
<parent>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-parent</artifactId>
<version>3.1.3</version>
<relativePath/> <!-- lookup parent from repository -->
</parent>
<groupId>com.arangodb</groupId>
<artifactId>spring-data-arangodb-tutorial</artifactId>
<version>1.0.0</version>
<name>demo</name>
<description>Demo project for Spring Boot</description>
<properties>
<java.version>17</java.version>
</properties>
<dependencies>
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter</artifactId>
</dependency>
<dependency>
<groupId>com.arangodb</groupId>
<artifactId>arangodb-spring-boot-starter</artifactId>
<version>3.1-0</version>
</dependency>
</dependencies>
<build>
<plugins>
<plugin>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-maven-plugin</artifactId>
</plugin>
</plugins>
</build>
</project>After we have ensured that we can fetch all the necessary dependencies, we can create our first classes.
The DemoApplication class is our main class where we will later add certain CommandLineRunner instances to be
executed.
package com.arangodb.spring.demo;
import org.springframework.boot.SpringApplication;
import org.springframework.boot.autoconfigure.SpringBootApplication;
@SpringBootApplication
public class DemoApplication {
public static void main(final String... args) {
Class<?>[] runner = new Class<?>[]{};
System.exit(SpringApplication.exit(SpringApplication.run(runner, args)));
}
}We also need provide configuration for the database connection.
We can do this by adding to src/main/resources/application.properties:
arangodb.spring.data.database=spring-demo
arangodb.spring.data.user=root
arangodb.spring.data.password=test
arangodb.spring.data.hosts=localhost:8529
Let's create our first bean, which will represent a collection in our database. With the @Document annotation, we define
the collection as a document collection. In our case, we also define the alternative name characters for the collection.
By default, the collection name is determined by the class name. @Document also provides additional options for the
collection, which will be used at the creation time of the collection.
Because many operations on documents require a document handle, it's recommended to add a field of type String
annotated with @Id to every entity. The name doesn't matter. It's further recommended to not set or change the id
by hand.
package com.arangodb.spring.demo.entity;
import com.arangodb.springframework.annotation.Document;
import org.springframework.data.annotation.Id;
@Document("characters")
public class Character {
@Id // db document field: _key
private String id;
@ArangoId // db document field: _id
private String arangoId;
private String name;
private String surname;
private boolean alive;
private Integer age;
public Character() {
super();
}
public Character(final String name, final String surname, final boolean alive) {
super();
this.name = name;
this.surname = surname;
this.alive = alive;
}
public Character(final String name, final String surname, final boolean alive, final Integer age) {
super();
this.name = name;
this.surname = surname;
this.alive = alive;
this.age = age;
}
// getter & setter
@Override
public String toString() {
return "Character [id=" + id + ", name=" + name + ", surname=" + surname + ", alive=" + alive + ", age=" + age + "]";
}
}Now that we have our data model, we want to store data. For this, we create a repository interface which
extends ArangoRepository. This gives us access to CRUD operations, paging, and query by example mechanics.
package com.arangodb.spring.demo.repository;
import com.arangodb.spring.demo.entity.Character;
import com.arangodb.springframework.repository.ArangoRepository;
public interface CharacterRepository extends ArangoRepository<Character, String> {
}To run our demo with Spring Boot we have to create a class implementing CommandLineRunner. In this class we can use the
@Autowired annotation to inject our CharacterRepository – we created one step earlier – and also ArangoOperations which
offers a central support for interactions with the database over a rich feature set. It mostly offers the features from
the ArangoDB Java driver with additional exception translation.
To get the injection successfully running, we have to add @ComponentScan to our runner to define where Spring can find
our configuration class DemoConfiguration.
package com.arangodb.spring.demo.runner;
import com.arangodb.spring.demo.repository.CharacterRepository;
import com.arangodb.springframework.core.ArangoOperations;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.CommandLineRunner;
import org.springframework.context.annotation.ComponentScan;
@ComponentScan("com.arangodb.spring.demo")
public class CrudRunner implements CommandLineRunner {
@Autowired
private ArangoOperations operations;
@Autowired
private CharacterRepository repository;
@Override
public void run(final String... args) throws Exception {
}
}It's time to save our first entity in the database. Both the database and the collection don't have to be created manually. This happens automatically as soon as we execute a database request with the components involved. We don't have to leave the Java world to manage our database.
After we saved a character in the database the id in the original entity is updated with the one generated from the database. We can then use this id to find our persisted entity.
package com.arangodb.spring.demo.runner;
import com.arangodb.spring.demo.entity.Character;
import com.arangodb.spring.demo.repository.CharacterRepository;
import com.arangodb.springframework.core.ArangoOperations;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.CommandLineRunner;
import org.springframework.context.annotation.ComponentScan;
import java.util.Optional;
@ComponentScan("com.arangodb.spring.demo")
public class CrudRunner implements CommandLineRunner {
@Autowired
private ArangoOperations operations;
@Autowired
private CharacterRepository repository;
@Override
public void run(String... args) throws Exception {
// first drop the database so that we can run this multiple times with the same dataset
operations.dropDatabase();
// save a single entity in the database
// there is no need of creating the collection first. This happen automatically
final Character nedStark = new Character("Ned", "Stark", true, 41);
repository.save(nedStark);
// the generated id from the database is set in the original entity
System.out.println(String.format("Ned Stark saved in the database with id: '%s'", nedStark.getId()));
// let us take a look whether we can find Ned Stark in the database
final Optional<Character> foundNed = repository.findById(nedStark.getId());
assert foundNed.isPresent();
System.out.println(String.format("Found %s", foundNed.get()));
}
}The last thing we have to do before we can successfully run our demo application is to add our command line runner
CrudRunner in the list of runners in our main class DemoApplication.
Class<?>[]runner = new Class<?>[]{CrudRunner.class};After executing the demo application, we should see the following lines within our console output. The id will of course deviate.
Ned Stark saved in the database with id: '346'
Found Character [id=346, name=Ned, surname=Stark, alive=true, age=41]
As everyone probably knows, Ned Stark died in the first season of Game of Thrones. So, we have to update his 'alive'
flag. Thanks to our id field in the class Character, we can use the save() method from our repository to perform
an upsert with our variable nedStark in which id is already set.
Let's add the following lines of code to the end of our run() method in CrudRunner.
nedStark.setAlive(false);
repository.save(nedStark);
final Optional<Character> deadNed = repository.findById(nedStark.getId());
assert deadNed.isPresent();
System.out.println(String.format("The 'alive' flag of the persisted Ned Stark is now '%s'",deadNed.get().isAlive()));If we run our demo a second time, the console output should look like this:
Ned Stark saved in the database with id: '508'
Found Character [id=508, name=Ned, surname=Stark, alive=true, age=41]
The 'alive' flag of the persisted Ned Stark is now 'false'
What we can do with a single entity, we can also do with multiple entities. It's not just a single method call for convenience purpose, it also requires only one database request.
Let's save a bunch of characters. Only main casts of Game of Thrones – but that's already a lot. After that we fetch all of them from our collection and count them.
Extend the run() method with these lines of code.
Collection<Character> createCharacters = createCharacters();
System.out.println(String.format("Save %s additional characters",createCharacters.size()));
repository.saveAll(createCharacters);
long count = repository.count();
System.out.println(String.format("A total of %s characters are persisted in the database", count));We also need the createCharacters() method which looks as follow:
public static Collection<Character> createCharacters(){
return Arrays.asList(
new Character("Robert","Baratheon",false),
new Character("Jaime","Lannister",true,36),
new Character("Catelyn","Stark",false,40),
new Character("Cersei","Lannister",true,36),
new Character("Daenerys","Targaryen",true,16),
new Character("Jorah","Mormont",false),
new Character("Petyr","Baelish",false),
new Character("Viserys","Targaryen",false),
new Character("Jon","Snow",true,16),
new Character("Sansa","Stark",true,13),
new Character("Arya","Stark",true,11),
new Character("Robb","Stark",false),
new Character("Theon","Greyjoy",true,16),
new Character("Bran","Stark",true,10),
new Character("Joffrey","Baratheon",false,19),
new Character("Sandor","Clegane",true),
new Character("Tyrion","Lannister",true,32),
new Character("Khal","Drogo",false),
new Character("Tywin","Lannister",false),
new Character("Davos","Seaworth",true,49),
new Character("Samwell","Tarly",true,17),
new Character("Stannis","Baratheon",false),
new Character("Melisandre",null,true),
new Character("Margaery","Tyrell",false),
new Character("Jeor","Mormont",false),
new Character("Bronn",null,true),
new Character("Varys",null,true),
new Character("Shae",null,false),
new Character("Talisa","Maegyr",false),
new Character("Gendry",null,false),
new Character("Ygritte",null,false),
new Character("Tormund","Giantsbane",true),
new Character("Gilly",null,true),
new Character("Brienne","Tarth",true,32),
new Character("Ramsay","Bolton",true),
new Character("Ellaria","Sand",true),
new Character("Daario","Naharis",true),
new Character("Missandei",null,true),
new Character("Tommen","Baratheon",true),
new Character("Jaqen","H'ghar",true),
new Character("Roose","Bolton",true),
new Character("The High Sparrow",null,true));
}After executing the demo again, the console should print the following additional lines:
Save 42 additional characters
A total of 43 characters are persisted in the database
Next to the normal findAll() method, ArangoRepository also offers the ability to sort the fetched entities by a given field
name. Adding the following source code at the end of your run() method gives you all characters sorted by field name.
System.out.println("## Return all characters sorted by name");
List<Character> allSorted = repository.findAll(Sort.by(Sort.Direction.ASC, "name"));
allSorted.forEach(System.out::println);Furthermore, it's possible to use pagination combined with sorting. With the following code you get the first 5 characters sorted by name.
System.out.println("## Return the first 5 characters sorted by name");
Page<Character> first5Sorted = repository.findAll(PageRequest.of(0, 5, Sort.by(Sort.Direction.ASC, "name")));
first5Sorted.forEach(System.out::println);Your console output should include Arya Stark, Bran Stark, Brienne Tarth, Bronn and Catelyn Stark.
## Return the first 5 characters sorted by name
Character [id=1898, name=Arya, surname=Stark, alive=true, age=11]
Character [id=1901, name=Bran, surname=Stark, alive=true, age=10]
Character [id=1921, name=Brienne, surname=Tarth, alive=true, age=32]
Character [id=1913, name=Bronn, surname=null, alive=true, age=null]
Character [id=1890, name=Catelyn, surname=Stark, alive=false, age=40]
Since version 1.12, Spring Data provides the QueryByExampleExecutor interface which is also supported by ArangoDB
Spring Data. It allows execution of queries by Example instances.
Let's create a new CommandLineRunner for this:
package com.arangodb.spring.demo.runner;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.CommandLineRunner;
import org.springframework.context.annotation.ComponentScan;
import org.springframework.data.domain.Example;
import org.springframework.data.domain.ExampleMatcher;
import com.arangodb.spring.demo.entity.Character;
import com.arangodb.spring.demo.repository.CharacterRepository;
@ComponentScan("com.arangodb.spring.demo")
public class ByExampleRunner implements CommandLineRunner {
@Autowired
private CharacterRepository repository;
@Override
public void run(final String... args) throws Exception {
System.out.println("# Query by example");
}
}and add it to our DemoApplication.
Class<?>[]runner = new Class<?>[]{
CrudRunner.class,
ByExampleRunner.class
};First, we want to find Ned Stark again. But this time we don't know the id of the persisted entity. We start with
creating a Character with the same property values as the searched one. Then create an Example instance of it with
Example.of(T) and search for it with findOne(Example) from our CharacterRepository.
final Character nedStark = new Character("Ned", "Stark", false, 41);
System.out.println(String.format("## Find character which exactly match %s",nedStark));
Optional<Character> foundNedStark = repository.findOne(Example.of(nedStark));
System.out.println(String.format("Found %s", foundNedStark.get()));If we did everything right, the console output should be as follows:
# Query by example
## Find character which exactly match Character [id=null, name=Ned, surname=Stark, alive=false, age=41]
Found Character [id=1880, name=Ned, surname=Stark, alive=false, age=41]
Now we want to find more than one entity. During the time when I watched Game of Thrones, I saw a lot of Starks dying, so
let's take a look who is already dead. For this we create a new instance of Character with surname "Stark" and alive
false. Because we only need these two fields in our entity, we have to ignore the other fields in our ExampleMatcher.
System.out.println("## Find all dead Starks");
Iterable<Character> allDeadStarks = repository.findAll(Example.of(new Character(null, "Stark", false)));
allDeadStarks.forEach(System.out::println);After executing the application, the console output should be as follows:
## Find all dead Starks
Character [id=1887, name=Ned, surname=Stark, alive=false, age=41]
Character [id=1890, name=Catelyn, surname=Stark, alive=false, age=40]
Character [id=1899, name=Robb, surname=Stark, alive=false, age=null]
In addition to search for specific values from our example entity, we can search for dynamically depending values. In
the next example we search for a Stark who is 30 years younger than Ned Stark. Instead of changing the age for Ned Stark
in the previously fetched entity, we use a transformer within the ExampleMatcher and subtract 30 from the age of Ned
Stark.
System.out.println("## Find all Starks which are 30 years younger than Ned Stark");
Iterable<Character> allYoungerStarks = repository.findAll(
Example.of(foundNedStark.get(), ExampleMatcher.matchingAll()
.withMatcher("surname", GenericPropertyMatcher::exact)
.withIgnorePaths("id", "arangoId", "name", "alive")
.withTransformer("age", age -> age.map(it -> (int) it - 30))));
allYoungerStarks.forEach(System.out::println);Because we are using the entity foundNedStark – fetched from the database – we have to ignore the field id which
isn't null in this case.
The console output should only include Arya Stark.
## Find all Starks which are 30 years younger than Ned Stark
Character [id=1898, name=Arya, surname=Stark, alive=true, age=11]
Aside from searching for exact and transformed values we can – in case of type String also search for other expressions.
In this last case, we search for every character whose surname ends with "ark". The console output should include every
Stark.
System.out.println("## Find all character which surname ends with 'ark' (ignore case)");
Iterable<Character> ark = repository.findAll(Example.of(new Character(null, "ark", false),
ExampleMatcher.matchingAll().withMatcher("surname", GenericPropertyMatcher::endsWith)
.withIgnoreCase()
.withIgnorePaths("name", "alive", "age")));
ark.forEach(System.out::println);Spring Data ArangoDB supports queries derived from method names by splitting it into its semantic parts and converting
into AQL. The mechanism strips the prefixes find..By, get..By, query..By, read..By, stream..By, count..By
, exists..By,delete..By, remove..By from the method and parses the rest. The By acts as a separator to indicate
the start of the criteria for the query to be built. You can define conditions on entity properties and concatenate them
with And and Or.
You can find the complete list of part types for derived queries in the reference documentation.
Let's start with an easy example. We want to find characters based on their surname.
The only thing we have to do is to add a method findBySurname(String) to our CharacterRepository with a return type
which allows the method to return multiple instances of Character. For more information on which return types are
possible, see the reference documentation.
public interface CharacterRepository extends ArangoRepository<Character, String> {
Collection<Character> findBySurname(String surname);
}After we extended our repository, we create a new CommandLineRunner and add it to our DemoApplication.
Class<?>[]runner=new Class<?>[]{
CrudRunner.class,
ByExampleRunner.class,
DerivedQueryRunner.class
};In the run() method, we call our new method findBySurname(String) and try to find all characters with the surname
"Lannister".
package com.arangodb.spring.demo.runner;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.CommandLineRunner;
import org.springframework.context.annotation.ComponentScan;
import com.arangodb.spring.demo.entity.Character;
import com.arangodb.spring.demo.repository.CharacterRepository;
@ComponentScan("com.arangodb.spring.demo")
public class DerivedQueryRunner implements CommandLineRunner {
@Autowired
private CharacterRepository repository;
@Override
public void run(final String... args) throws Exception {
System.out.println("# Derived queries");
System.out.println("## Find all characters with surname 'Lannister'");
Iterable<Character> lannisters = repository.findBySurname("Lannister");
lannisters.forEach(System.out::println);
}
}After executing the demo application, we should see the following lines within our console output.
# Derived queries
## Find all characters with surname 'Lannister'
Character [id=238, name=Jaime, surname=Lannister, alive=true, age=36]
Character [id=240, name=Cersei, surname=Lannister, alive=true, age=36]
Character [id=253, name=Tyrion, surname=Lannister, alive=true, age=32]
Character [id=255, name=Tywin, surname=Lannister, alive=false, age=null]
Indexes allow fast access to documents, provided the indexed attribute(s) are used in a query. To make findBySurname
queries faster, we can create an index on the surname field, adding the @PersistentIndex to the Character class:
@Document("characters")
@PersistentIndex(fields = {"surname"})
public class Character {Next time we run our demo, the related queries will benefit from the index and avoid performing a full collection scan.
Now we're creating some methods with more parts and have a look how they fit together. Let's also use some different
return types. Again, we simply add the methods in our CharacterRepository.
List<Character> findTop2DistinctBySurnameIgnoreCaseOrderByAgeDesc(String surname);
Collection<Character> findBySurnameEndsWithAndAgeBetweenAndNameInAllIgnoreCase(
String suffix,
int lowerBound,
int upperBound,
String[]nameList);And the method calls in DerivedMethodRunner.
System.out.println("## Find top 2 Lannnisters ordered by age");
List<Character> top2 = repository.findTop2DistinctBySurnameIgnoreCaseOrderByAgeDesc("lannister");
top2.forEach(System.out::println);
System.out.println("## Find all characters which name is 'Bran' or 'Sansa' and it's surname ends with 'ark' and are between 10 and 16 years old");
Collection<Character> youngStarks = repository.findBySurnameEndsWithAndAgeBetweenAndNameInAllIgnoreCase("ark", 10, 16, new String[]{"Bran", "Sansa"});
youngStarks.forEach(System.out::println);The new methods produce the following console output:
## Find top 2 Lannnisters ordered by age
Character [id=444, name=Jaime, surname=Lannister, alive=true, age=36]
Character [id=446, name=Cersei, surname=Lannister, alive=true, age=36]
## Find all characters which name is 'Bran' or 'Sansa' and it's surname ends with 'ark' and are between 10 and 16 years old
Character [id=452, name=Sansa, surname=Stark, alive=true, age=13]
Character [id=456, name=Bran, surname=Stark, alive=true, age=10]
With derived queries, we can not only query for multiple entities, but also for single entities. If we expect only a single entity as the result, we can use the corresponding return type.
Because we have a unique persistent index on the fields name and surname, we can expect only a single entity when we query
for both.
For this example, we add the method findByNameAndSurname(String, String) in CharacterRepository, whose return type is
Optional<Character>.
Optional<Character> findByNameAndSurname(String name, String surname);And we call it from DerivedMethodRunner.
System.out.println("## Find a single character by name & surname");
Optional<Character> tyrion = repository.findByNameAndSurname("Tyrion", "Lannister");
tyrion.ifPresent(c -> System.out.println(String.format("Found %s", c)));The console output should look like this:
## Find a single character by name & surname
Found Character [id=974, name=Tyrion, surname=Lannister, alive=true, age=32]
Aside from findBy, there are other prefixes supported – like countBy. In comparison to the previously used
operations.collection(Character.class).count();, the countBy is able to include filter conditions.
With the following lines of code, we are able to only count characters which are still alive.
CharacterRepository:
Integer countByAliveTrue();DerivedMethodRunner:
System.out.println("## Count how many characters are still alive");
Integer alive = repository.countByAliveTrue();
System.out.println(String.format("There are %s characters still alive", alive));The last example for derived queries is removeBy. Here, we remove all characters except those whose surname is ‘Stark'
and who are still alive.
CharacterRepository:
void removeBySurnameNotLikeOrAliveFalse(String surname);DerivedMethodRunner:
System.out.println("## Remove all characters except of which surname is 'Stark' and which are still alive");
repository.removeBySurnameNotLikeOrAliveFalse("Stark");
repository.findAll().forEach(System.out::println);We expect only Arya, Bran and Sansa to be left.
## Remove all characters except of which surname is 'Stark' and which are still alive
Character [id=1453, name=Sansa, surname=Stark, alive=true, age=13]
Character [id=1454, name=Arya, surname=Stark, alive=true, age=11]
Character [id=1457, name=Bran, surname=Stark, alive=true, age=10]
Because ArangoDB as a multi-model database providing graphs as one of the key features, Spring Data ArangoDB also supports a feature set for it.
With the @Relations annotation, we can define relationships between our entities. To demonstrate this we use our
previously created entity Character.
First, we have to add a field Collection<Character> children annotated
with @Relations(edges = ChildOf.class, lazy = true)
to Character.
@Document("characters")
@PersistentIndex(fields = {"surname"})
public class Character {
@Id // db document field: _key
private String id;
@ArangoId // db document field: _id
private String arangoId;
private String name;
private String surname;
private boolean alive;
private Integer age;
@Relations(edges = ChildOf.class, lazy = true)
private Collection<Character> children;
// ...
}Then we have to create an entity for the edge we stated in @Relations. Other than a normal entity annotated with
@Document, this entity will be annotated with @Edge. This allows Spring Data ArangoDB to create an edge collection in
the database. Just like Character, ChildOf will also get a field for its id. To connect two Character entities,
it also gets a field of type Character annotated with @From and a field of type Character annotated with @To. ChildOf will be persisted in the database with the ids of these two characters.
package com.arangodb.spring.demo.entity;
import com.arangodb.springframework.annotation.Edge;
import com.arangodb.springframework.annotation.From;
import com.arangodb.springframework.annotation.To;
import org.springframework.data.annotation.Id;
@Edge
public class ChildOf {
@Id
private String id;
@From
private Character child;
@To
private Character parent;
public ChildOf(final Character child, final Character parent) {
super();
this.child = child;
this.parent = parent;
}
// setter & getter
@Override
public String toString() {
return "ChildOf [id=" + id + ", child=" + child + ", parent=" + parent + "]";
}
}To save instances of ChildOf in the database, we also create a repository for it the same way we
created CharacterRepository.
package com.arangodb.spring.demo.repository;
import com.arangodb.spring.demo.entity.ChildOf;
import com.arangodb.springframework.repository.ArangoRepository;
public interface ChildOfRepository extends ArangoRepository<ChildOf, String> {
}Now we implement another CommandLineRunner called RelationsRunner and add it to our DemoApplication like we did
with all the runners before.
Class<?>[] runner = new Class<?>[]{
CrudRunner.class,
ByExampleRunner.class,
DerivedQueryRunner.class,
RelationsRunner.class
};In the newly created RelationsRunner, we inject CharacterRepository and ChildOfRepository and built our relations.
First, we have to save some characters because we removed most of them within the previous chapter of this demo. To do so,
we use the static createCharacter() method from our CrudRunner. After we have successfully persisted our characters,
we want to save some relationships with our edge entity ChildOf. Because ChildOf requires instances of Character
with the id field set from the database, we first have to find them in our CharacterRepository. To ensure we find the
correct Character, we use the derived query method findByNameAndSurename(String, String) that gives us one
specific Character. Then we create instances of ChildOf and save them through ChildOfRepository.
package com.arangodb.spring.demo.runner;
import com.arangodb.spring.demo.entity.ChildOf;
import com.arangodb.spring.demo.repository.CharacterRepository;
import com.arangodb.spring.demo.repository.ChildOfRepository;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.CommandLineRunner;
import org.springframework.context.annotation.ComponentScan;
import java.util.Arrays;
@ComponentScan("com.arangodb.spring.demo")
public class RelationsRunner implements CommandLineRunner {
@Autowired
private CharacterRepository characterRepo;
@Autowired
private ChildOfRepository childOfRepo;
@Override
public void run(final String... args) throws Exception {
System.out.println("# Relations");
characterRepo.saveAll(CrudRunner.createCharacters());
// first create some relations for the Starks and Lannisters
Character ned = characterRepo.findByNameAndSurname("Ned", "Stark").get();
Character catelyn = characterRepo.findByNameAndSurname("Catelyn", "Stark").get();
Character robb = characterRepo.findByNameAndSurname("Robb", "Stark").get();
childOfRepo.saveAll(Arrays.asList(new ChildOf(robb, ned), new ChildOf(robb, catelyn)));
Character sansa = characterRepo.findByNameAndSurname("Sansa", "Stark").get();
childOfRepo.saveAll(Arrays.asList(new ChildOf(sansa, ned), new ChildOf(sansa, catelyn)));
Character arya = characterRepo.findByNameAndSurname("Arya", "Stark").get();
childOfRepo.saveAll(Arrays.asList(new ChildOf(arya, ned), new ChildOf(arya, catelyn)));
Character bran = characterRepo.findByNameAndSurname("Bran", "Stark").get();
childOfRepo.saveAll(Arrays.asList(new ChildOf(bran, ned), new ChildOf(bran, catelyn)));
Character jon = characterRepo.findByNameAndSurname("Jon", "Snow").get();
childOfRepo.save(new ChildOf(jon, ned));
Character tywin = characterRepo.findByNameAndSurname("Tywin", "Lannister").get();
Character jaime = characterRepo.findByNameAndSurname("Jaime", "Lannister").get();
childOfRepo.save(new ChildOf(jaime, tywin));
Character cersei = characterRepo.findByNameAndSurname("Cersei", "Lannister").get();
childOfRepo.save(new ChildOf(cersei, tywin));
Character joffrey = characterRepo.findByNameAndSurname("Joffrey", "Baratheon").get();
childOfRepo.saveAll(Arrays.asList(new ChildOf(joffrey, jaime), new ChildOf(joffrey, cersei)));
Character tyrion = characterRepo.findByNameAndSurname("Tyrion", "Lannister").get();
childOfRepo.save(new ChildOf(tyrion, tywin));
}
}After we add @Relations(edges = ChildOf.class, lazy = true) Collection<Character> children; in Character we can now
load all children of a character when we fetch the character from the database. Let's again use the method
findByNameAndSurname(String, String) to find one specific character.
Add the following lines of code to the run() method of RelationsRunner.
Character nedStark = characterRepo.findByNameAndSurname("Ned", "Stark").get();
System.out.println(String.format("## These are the children of %s:", nedStark));
nedStark.getChildren().forEach(System.out::println);After executing the demo again we can see the following console output:
## These are the children of Character [id=2547, name=Ned, surname=Stark, alive=false, age=41]:
Character [id=2488, name=Bran, surname=Stark, alive=true, age=10]
Character [id=2485, name=Arya, surname=Stark, alive=true, age=11]
Character [id=2559, name=Robb, surname=Stark, alive=false, age=null]
Character [id=2556, name=Jon, surname=Snow, alive=true, age=16]
Character [id=2484, name=Sansa, surname=Stark, alive=true, age=13]
The field children is not persisted in the character entity itself, it is represented by the edge ChildOf.
Nevertheless, we can write a derived method which includes properties of all connected Character.
With the following two methods – added in CharacterRepository – we can query for Character which has a child with a
given name and Character which has a child in an age between two given integers.
Collection<Character> findByChildrenName(String name);
Collection<Character> findByChildrenAgeBetween(int lowerBound, int upperBound);Now we add a method that calls in RelationsRunner and search for all parents of ‘Sansa' and all parents which have a
child between 16 and 20 years old.
System.out.println("## These are the parents of 'Sansa'");
Iterable<Character> parentsOfSansa = characterRepo.findByChildrenName("Sansa");
parentsOfSansa.forEach(System.out::println);
System.out.println("## These parents have a child which is between 16 and 20 years old");
Iterable<Character> childrenBetween16a20 = characterRepo.findByChildrenAgeBetween(16, 20);
childrenBetween16a20.forEach(System.out::println);
The console output shows us that Ned and Catelyn are the parents of Sansa and that Ned, Jamie and Cersei have at least one child in the age between 16 and 20 years.
## These are the parents of 'Sansa'
Character [id=2995, name=Ned, surname=Stark, alive=false, age=41]
Character [id=2998, name=Catelyn, surname=Stark, alive=false, age=40]
## These parents have a child which is between 16 and 20 years old
Character [id=2995, name=Ned, surname=Stark, alive=false, age=41]
Character [id=2997, name=Jaime, surname=Lannister, alive=true, age=36]
Character [id=2999, name=Cersei, surname=Lannister, alive=true, age=36]
We will now take a look at repository methods with self-written AQL.
When it comes to more complex use cases where a derived method would get way too long and become unreadable, queries
using ArangoDB Query Language (AQL) can be supplied with the @Query
annotation on methods in our repositories.
AQL supports the usage of bind parameters,
thus allowing to separate the query text from literal values used in the query. There are three ways of passing bind
parameters to the query in the @Query annotation.
To pass bind parameters to our query, we can use the @Param annotation. With the @Param annotation, the argument will
be placed in the query at the place corresponding to the value passed to the @Param annotation.
To demonstrate this, we add another method to CharacterRepository:
@Query("FOR c IN characters FILTER c.surname == @surname SORT c.age ASC RETURN c")
List<Character> getWithSurname(@Param("surname") String value);Here, we named our bind parameter surname and annotated our method parameter value with @Param("surname"). Only the
value in the @Param annotation has to match with our bind parameter, the method parameter name does not matter.
As you can see, we used the collection name characters and not character in our query. Normally, a collection would be
named like the corresponding entity class. But as you probably remember, we used @Document("characters") in Character
which set the collection name to characters.
Now we create a new CommandLineRunner and add it to our DemoApplication.
package com.arangodb.spring.demo.runner;
import com.arangodb.spring.demo.entity.Character;
import com.arangodb.spring.demo.repository.CharacterRepository;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.CommandLineRunner;
public class AQLRunner implements CommandLineRunner {
@Autowired
private CharacterRepository repository;
@Override
public void run(final String... args) throws Exception {
System.out.println("# AQL queries");
}
}DemoApplication:
Class<?>[]runner=new Class<?>[]{
CrudRunner.class,
ByExampleRunner.class,
DerivedQueryRunner.class,
RelationsRunner.class,
AQLRunner.class
};Add the following lines to AQLRunner.
System.out.println("## Find all characters with surname 'Lannister' (sort by age ascending)");
List<Character> lannisters = repository.getWithSurname("Lannister");
lannisters.forEach(System.out::println);The console output should give you all characters with surname Lannister.
## Find all characters with surname 'Lannister' (sort by age ascending)
Character [id=7613, name=Tywin, surname=Lannister, alive=false, age=null]
Character [id=7611, name=Tyrion, surname=Lannister, alive=true, age=32]
Character [id=7596, name=Jaime, surname=Lannister, alive=true, age=36]
Character [id=7598, name=Cersei, surname=Lannister, alive=true, age=36]
In addition to number matching and the @Param annotation, we can use a method parameter of type Map<String, Object>
annotated with @BindVars as our bind parameters. We can then fill the map with any parameter used in the query.
Add to CharacterRepository:
@Query("FOR c IN @@col FILTER c.surname == @surname AND c.age > @age RETURN c")
ArangoCursor<Character> getWithSurnameOlderThan(@Param("age") int value, @BindVars Map<String, Object> bindvars);In this query, we used three bind parameter @@col, @surname, and @age. As you probably recognize, one of our bind
parameter is written with two @. This is a special type of bind parameter that exists for injecting collection names. This
type of bind parameter has a name prefixed with an additional @ symbol.
Furthermore, we can see that we used @Param for our bind parameter @age but not for @@col and @surname. These
bind parameters have to be passed through the map annotated with @BindVars. It is also possible to use both
annotations within one query method.
The method call looks as expected. We pass an integer for the age bind parameter and a map with the keys surname and
@col to our new method.
System.out.println("## Find all characters with surname 'Lannister' which are older than 35");
Map<String, Object> bindvars = new HashMap<>();
bindvars.put("surname", "Lannister");
bindvars.put("@col", Character.class);
ArangoCursor<Character> oldLannisters = repository.getWithSurnameOlderThan(35, bindvars);
oldLannisters.forEach(System.out::println);One additional special handling for collection bind parameter is that we do not have to pass the collection name as a
String to our method. We can pass the type (Character.class) to our method. Spring Data ArangoDB will then determine
the collection name. This is very convenient if you have used an alternative collection name within the
@Document or @Edge annotations.
The console output should be as follows:
## Find all characters with surname 'Lannister' which are older than 35
Character [id=8294, name=Jaime, surname=Lannister, alive=true, age=36]
Character [id=8296, name=Cersei, surname=Lannister, alive=true, age=36]
Sometimes, you want to be able to configure the query execution on a technical level. For this Spring Data ArangoDB
provides the @QueryOptions annotation. With this annotation, you are able to set something like a batch size to control
the number of results to be transferred from the database server in one roundtrip and some other things.
For our example, we want to return the number of found results. To achieve that we have to change the return type in our
previously created getWithSurnameOlderThan(int, Map) method from Iterable<Character> to ArangoCursor<Character>.
ArangoCursor provides a getCount() method that gives us the number of found results. But this value is only
returned from the database when we set the count flag in our query options to true, so we also have to add
the @QueryOptions
annotation to our method with count = true.
@Query("FOR c IN @@col FILTER c.surname == @surname AND c.age > @age RETURN c")
@QueryOptions(count = true)
Iterable<Character> getWithSurnameOlderThan(@Param("age") int value, @BindVars Map<String, Object> bindvars);Now, when we change the type of our oldLannisters local variable in AQLRunner to ArangoCursor, we can get the count
value from it.
ArangoCursor<Character> oldLannisters = repository.getWithSurnameOlderThan(35, bindvars);
System.out.println(String.format("Found %s documents", oldLannisters.getCount()));
oldLannisters.forEach(System.out::println);Our new console output should then look like this:
## Find all characters with surname 'Lannister' which are older than 35
Found 2 documents
Character [id=9012, name=Jaime, surname=Lannister, alive=true, age=36]
Character [id=9014, name=Cersei, surname=Lannister, alive=true, age=36]
Let's finish the query method topic of our demo with
a graph traversal written in AQL where our edge
ChildOf is involved.
The following query searches for every Character connected (through ChildOf) with the character to whom the
passed id belongs to. This time we specified the edge collection within the query which we pass as a bind parameter
with the @Param annotation.
CharacterRepository:
@Query("FOR v IN 1..2 INBOUND @arangoId @@edgeCol SORT v.age DESC RETURN DISTINCT v")
List<Character> getAllChildrenAndGrandchildren(@Param("arangoId") String arangoId, @Param("@edgeCol") Class<?> edgeCollection);Like we did before with Character.class in our map, we use the type of ChildOf as parameter value. Because we want to
find all children and grandchildren of Tywin Lannister we first have to find him to get his id which we can then pass
to our query method.
AQLRunner:
System.out.println("## Find all children and grantchildren of 'Tywin Lannister' (sort by age descending)");
List<Character> children = repository.findByNameAndSurname("Tywin", "Lannister").map(tywin ->
repository.getAllChildrenAndGrandchildren(tywin.getArangoId(), ChildOf.class)).get();
children.forEach(System.out::println);After executing the demo again we can see the following console output:
## Find all children and grantchildren of 'Tywin Lannister' (sort by age descending)
Character [id=11255, name=Tyrion, surname=Lannister, alive=true, age=32]
Character [id=11242, name=Cersei, surname=Lannister, alive=true, age=36]
Character [id=11253, name=Joffrey, surname=Baratheon, alive=false, age=19]
Character [id=11240, name=Jaime, surname=Lannister, alive=true, age=36]
We will now take a look at geospatial queries.
Geospatial queries are a subsection of derived queries. To use a geospatial query on a collection, a geo index must exist on that collection. A geo index can be created on a field which is a two element array, corresponding to latitude and longitude coordinates.
As a subsection of derived queries, geospatial queries support the same return types, and also these additional three
return types: GeoPage, GeoResult, and GeoResults. These types must be used in order to get the distance of each
document as generated by the query.
To demonstrate geospatial queries, we create a new entity class Location with a field location of type org.springframework.data.geo.Point. We
also have to create a geo index on this field. We can do so by annotating the field with @GeoIndexed(geoJson = true). As you probably
remember, we have already used an index in our Character class, but we annotated the type and not the affected fields.
Spring Data ArangoDB offers two ways of defining an index. With @<IndexType>Indexed annotations, indexes for single
fields can be defined. If the index should include multiple fields, the @<IndexType>Index annotations can be used on
the type instead. See the
reference documentation for more
information.
Create a new Location class:
package com.arangodb.spring.demo.entity;
import com.arangodb.springframework.annotation.Document;
import com.arangodb.springframework.annotation.GeoIndexed;
import org.springframework.data.annotation.Id;
import org.springframework.data.geo.Point;
import java.util.Arrays;
@Document("locations")
public class Location {
@Id
private String id;
private final String name;
@GeoIndexed(geoJson = true)
private final Point location;
public Location(final String name, final Point location) {
super();
this.name = name;
this.location = location;
}
// getter & setter
@Override
public String toString() {
return "Location{" +
"id='" + id + '\'' +
", name='" + name + '\'' +
", location=" + location +
'}';
}
}Create the corresponding LocationRepository repository:
package com.arangodb.spring.demo.repository;
import com.arangodb.spring.demo.entity.Location;
import com.arangodb.springframework.repository.ArangoRepository;
public interface LocationRepository extends ArangoRepository<Location, String> {
}After that, we create a new CommandLineRunner, add it to our DemoApplication, and perform some insert operations with
some popular locations from Game of Thrones with the coordinates of their real counterparts.
package com.arangodb.spring.demo.runner;
import com.arangodb.spring.demo.entity.Location;
import com.arangodb.spring.demo.repository.LocationRepository;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.CommandLineRunner;
import java.util.Arrays;
public class GeospatialRunner implements CommandLineRunner {
@Autowired
private LocationRepository repository;
@Override
public void run(final String... args) throws Exception {
System.out.println("# Geospatial");
repository.saveAll(Arrays.asList(
new Location("Dragonstone", new Point(-6.815096, 55.167801)),
new Location("King's Landing", new Point(18.110189, 42.639752)),
new Location("The Red Keep", new Point(14.446442, 35.896447)),
new Location("Yunkai", new Point(-7.129532, 31.046642)),
new Location("Astapor", new Point(-9.774249, 31.50974)),
new Location("Winterfell", new Point(-5.581312, 54.368321)),
new Location("Vaes Dothrak", new Point(-6.096125, 54.16776)),
new Location("Beyond the wall", new Point(-21.094093, 64.265473))
));
}
}DemoApplication:
Class<?>[]runner=new Class<?>[]{
CrudRunner.class,
ByExampleRunner.class,
DerivedQueryRunner.class,
RelationsRunner.class,
AQLRunner.class,
GeospatialRunner.class
};There are two kinds of geospatial query: Near and Within.
Near sorts entities by distance from a given point. The result can be restricted with paging.
LocationRepository:
GeoPage<Location> findByLocationNear(Point location,Pageable pageable);In this example, we search for locations sorted by distance to a given point which match the coordinates of Winterfell. We use pagination to split the results in pages of five locations.
System.out.println("## Find the first 5 locations near 'Winterfell'");
GeoPage<Location> first5 = repository.findByLocationNear(new Point(-5.581312, 54.368321), PageRequest.of(0, 5));
first5.forEach(System.out::println);
System.out.println("## Find the next 5 locations near 'Winterfell' (only 3 locations left)");
GeoPage<Location> next5 = repository.findByLocationNear(new Point(-5.581312, 54.368321), PageRequest.of(1, 5));
next5.forEach(System.out::println);Because we used the coordinates of Winterfell, the distance in the output of Winterfell is 0.
## Find the first 5 locations near 'Winterfell'
GeoResult [content: Location [id=14404, name=Yunkai, location=[31.046642, -7.129532]], distance: 3533.2076972451478 KILOMETERS, ]
GeoResult [content: Location [id=14405, name=Astapor, location=[31.50974, -9.774249]], distance: 3651.785495816579 KILOMETERS, ]
GeoResult [content: Location [id=14403, name=The Red Keep, location=[35.896447, 14.446442]], distance: 4261.971994059222 KILOMETERS, ]
GeoResult [content: Location [id=14402, name=King's Landing, location=[42.639752, 18.110189]], distance: 5074.755682897005 KILOMETERS, ]
GeoResult [content: Location [id=14407, name=Vaes Dothrak, location=[54.16776, -6.096125]], distance: 6049.156388427102 KILOMETERS, ]
## Find the next 5 locations near 'Winterfell' (only 3 locations left)
GeoResult [content: Location [id=14406, name=Winterfell, location=[54.368321, -5.581312]], distance: 6067.104268175527 KILOMETERS, ]
GeoResult [content: Location [id=14401, name=Dragonstone, location=[55.167801, -6.815096]], distance: 6165.650581599857 KILOMETERS, ]
GeoResult [content: Location [id=14408, name=Beyond the wall, location=[64.265473, -21.094093]], distance: 7350.229798961836 KILOMETERS, ]
Within both sorts and filters entities, returning those within the given distance, range, or shape.
Let's add some methods to LocationRepository that use different filter criteria.
GeoResults<Location> findByLocationWithin(Point location,Distance distance);
Iterable<Location> findByLocationWithin(Point location,Range<Double> distanceRange);With these methods, we can search for locations within a given distance or range to our point – Winterfell.
System.out.println("## Find all locations within 50 kilometers of 'Winterfell'");
GeoResults<Location> findWithing50kilometers = repository
.findByLocationWithin(new Point(-5.581312, 54.368321), new Distance(50, Metrics.KILOMETERS));
findWithing50kilometers.forEach(System.out::println);
System.out.println("## Find all locations which are 40 to 50 kilometers away from 'Winterfell'");
Iterable<Location> findByLocationWithin = repository.findByLocationWithin(new Point(-5.581312, 54.368321),
Range.of(Range.Bound.inclusive(40000.), Range.Bound.exclusive(50000.)));
findByLocationWithin.forEach(System.out::println);As you can see in our console output, both Winterfell and Vaes Dothrak are located within a 50 kilometers radius around our point. But only Vaes Dothrak is obviously more than 40 kilometers away from it.
## Find all locations within 50 kilometers of 'Winterfell'
GeoResult [content: Location [id=14843, name=Winterfell, location=[54.368321, -5.581312]], distance: 0.0 KILOMETERS, ]
GeoResult [content: Location [id=14844, name=Vaes Dothrak, location=[54.16776, -6.096125]], distance: 40.186277071065994 KILOMETERS, ]
## Find all locations which are 40 to 50 kilometers away from 'Winterfell'
Location [id=14844, name=Vaes Dothrak, location=[54.16776, -6.096125]]
But we can not only implement geo functions going from a single point, but it is also possible to search for locations within a polygon.
In our last example, we add a method using Polygon.
LocationRepository:
Iterable<Location> findByLocationWithin(Polygon polygon);GeospatialRunner:
System.out.println("## Find all locations within a given polygon");
Iterable<Location> withinPolygon = repository.findByLocationWithin(
new Polygon(Arrays.asList(new Point(-25, 40), new Point(-25, 70), new Point(25, 70), new Point(-25, 40))));
withinPolygon.forEach(System.out::println);The console output should be as follows:
## Find all locations within a given polygon
Location [id=16922, name=Beyond the wall, location=[64.265473, -21.094093]]
That's it! You should now have an overview of the possibilities with Spring Data ArangoDB.