From f98c7b9c93caabadf1a4153ae02aa7464bcc36a3 Mon Sep 17 00:00:00 2001
From: Christoph Strobl <cstrobl@vmware.com>
Date: Thu, 2 Nov 2023 08:49:24 +0100
Subject: [PATCH 01/42] Show how to use Limit with repository queries.

Add methods taking a Limit parameter to various samples.

Original pull request: #672
Closes #671
---
 .../cassandra/basic/BasicUserRepository.java  | 10 ++++++++
 .../springdata/cassandra/basic/User.java      |  6 +++++
 .../basic/BasicUserRepositoryTests.java       | 23 +++++++++++++++++++
 .../people/ReactivePersonRepository.java      | 10 ++++++++
 ...activePersonRepositoryIntegrationTest.java |  9 ++++++++
 .../jpa/simple/SimpleUserRepository.java      | 23 +++++++++++++++++++
 .../jpa/simple/SimpleUserRepositoryTests.java | 18 +++++++++++++++
 .../mongodb/customer/CustomerRepository.java  | 10 ++++++++
 .../CustomerRepositoryIntegrationTest.java    | 12 ++++++++++
 .../people/ReactivePersonRepository.java      | 14 +++++++++++
 ...activePersonRepositoryIntegrationTest.java |  9 ++++++++
 .../r2dbc/basics/CustomerRepository.java      |  3 +++
 .../TransactionalServiceIntegrationTests.java | 20 ++++++++++++++++
 13 files changed, 167 insertions(+)

diff --git a/cassandra/example/src/main/java/example/springdata/cassandra/basic/BasicUserRepository.java b/cassandra/example/src/main/java/example/springdata/cassandra/basic/BasicUserRepository.java
index 842610747..a3fc0601b 100644
--- a/cassandra/example/src/main/java/example/springdata/cassandra/basic/BasicUserRepository.java
+++ b/cassandra/example/src/main/java/example/springdata/cassandra/basic/BasicUserRepository.java
@@ -18,6 +18,7 @@
 import java.util.List;
 
 import org.springframework.data.cassandra.repository.Query;
+import org.springframework.data.domain.Limit;
 import org.springframework.data.repository.CrudRepository;
 
 /**
@@ -55,4 +56,13 @@ public interface BasicUserRepository extends CrudRepository<User, Long> {
 	 * @return
 	 */
 	List<User> findUsersByLastnameStartsWith(String lastnamePrefix);
+
+	/**
+	 * Same as {@link #findUsersByLastnameStartsWith(String)} but reducing the result size to a given {@link Limit}.
+	 *
+	 * @param lastnamePrefix
+	 * @param maxResults the maximum number of results returned.
+	 * @return
+	 */
+	List<User> findUsersByLastnameStartsWith(String lastnamePrefix, Limit maxResults);
 }
diff --git a/cassandra/example/src/main/java/example/springdata/cassandra/basic/User.java b/cassandra/example/src/main/java/example/springdata/cassandra/basic/User.java
index 25df51a0a..96c05b186 100644
--- a/cassandra/example/src/main/java/example/springdata/cassandra/basic/User.java
+++ b/cassandra/example/src/main/java/example/springdata/cassandra/basic/User.java
@@ -43,4 +43,10 @@ public class User {
 	public User(Long id) {
 		this.setId(id);
 	}
+
+	public User(Long id, String firstname, String lastname) {
+		this.id = id;
+		this.firstname = firstname;
+		this.lastname = lastname;
+	}
 }
diff --git a/cassandra/example/src/test/java/example/springdata/cassandra/basic/BasicUserRepositoryTests.java b/cassandra/example/src/test/java/example/springdata/cassandra/basic/BasicUserRepositoryTests.java
index 436b37680..8e6fe0bb1 100644
--- a/cassandra/example/src/test/java/example/springdata/cassandra/basic/BasicUserRepositoryTests.java
+++ b/cassandra/example/src/test/java/example/springdata/cassandra/basic/BasicUserRepositoryTests.java
@@ -18,6 +18,8 @@
 import static org.assertj.core.api.Assertions.*;
 import static org.assertj.core.api.Assumptions.*;
 
+import java.util.stream.LongStream;
+
 import example.springdata.cassandra.util.CassandraKeyspace;
 import example.springdata.cassandra.util.CassandraVersion;
 
@@ -26,6 +28,7 @@
 
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.boot.test.context.SpringBootTest;
+import org.springframework.data.domain.Limit;
 import org.springframework.data.util.Version;
 
 import com.datastax.oss.driver.api.core.CqlSession;
@@ -120,4 +123,24 @@ void findByDerivedQueryMethodWithSASI() throws InterruptedException {
 
 		assertThat(repository.findUsersByLastnameStartsWith("last")).contains(user);
 	}
+
+	/**
+	 * Spring Data Cassandra supports {@code Limit} to reduce the number of returned results.
+	 */
+	@Test
+	void limitResultSize() throws InterruptedException {
+
+		assumeThat(CassandraVersion.getReleaseVersion(session).isGreaterThanOrEqualTo(CASSANDRA_3_4)).isTrue();
+
+		session.execute("CREATE CUSTOM INDEX ON users (lname) USING 'org.apache.cassandra.index.sasi.SASIIndex';");
+		/*
+		  Cassandra secondary indexes are created in the background without the possibility to check
+		  whether they are available or not. So we are forced to just wait. *sigh*
+		 */
+		Thread.sleep(1000);
+
+		LongStream.range(0, 10).forEach(id -> repository.save(new User(id, user.getFirstname(), user.getLastname())));
+
+		assertThat(repository.findUsersByLastnameStartsWith("last", Limit.of(5))).hasSize(5);
+	}
 }
diff --git a/cassandra/reactive/src/main/java/example/springdata/cassandra/people/ReactivePersonRepository.java b/cassandra/reactive/src/main/java/example/springdata/cassandra/people/ReactivePersonRepository.java
index 6c8a38402..130781be3 100644
--- a/cassandra/reactive/src/main/java/example/springdata/cassandra/people/ReactivePersonRepository.java
+++ b/cassandra/reactive/src/main/java/example/springdata/cassandra/people/ReactivePersonRepository.java
@@ -15,6 +15,7 @@
  */
 package example.springdata.cassandra.people;
 
+import org.springframework.data.domain.Limit;
 import reactor.core.publisher.Flux;
 import reactor.core.publisher.Mono;
 
@@ -36,6 +37,15 @@ public interface ReactivePersonRepository extends ReactiveCrudRepository<Person,
 	 */
 	Flux<Person> findByLastname(String lastname);
 
+	/**
+	 * Derived query selecting by {@code lastname} reducing the result size to a given {@link Limit}.
+	 *
+	 * @param lastname
+	 * @param maxResults the maximum number of results returned.
+	 * @return
+	 */
+	Flux<Person> findByLastname(String lastname, Limit maxResults);
+
 	/**
 	 * String query selecting one entity.
 	 *
diff --git a/cassandra/reactive/src/test/java/example/springdata/cassandra/people/ReactivePersonRepositoryIntegrationTest.java b/cassandra/reactive/src/test/java/example/springdata/cassandra/people/ReactivePersonRepositoryIntegrationTest.java
index bf17e8897..e441b34af 100644
--- a/cassandra/reactive/src/test/java/example/springdata/cassandra/people/ReactivePersonRepositoryIntegrationTest.java
+++ b/cassandra/reactive/src/test/java/example/springdata/cassandra/people/ReactivePersonRepositoryIntegrationTest.java
@@ -16,6 +16,7 @@
 package example.springdata.cassandra.people;
 
 import example.springdata.cassandra.util.CassandraKeyspace;
+import org.springframework.data.domain.Limit;
 import reactor.core.publisher.Flux;
 import reactor.core.publisher.Mono;
 import reactor.test.StepVerifier;
@@ -89,6 +90,14 @@ void shouldQueryDataWithQueryDerivation() {
 		StepVerifier.create(repository.findByLastname("White")).expectNextCount(2).verifyComplete();
 	}
 
+	/**
+	 * Fetch data limiting result size.
+	 */
+	@Test
+	void limitResultSize() {
+		StepVerifier.create(repository.findByLastname("White", Limit.of(1))).expectNextCount(1).verifyComplete();
+	}
+
 	/**
 	 * Fetch data using a string query.
 	 */
diff --git a/jpa/example/src/main/java/example/springdata/jpa/simple/SimpleUserRepository.java b/jpa/example/src/main/java/example/springdata/jpa/simple/SimpleUserRepository.java
index 75bfcc659..9f5c77a85 100644
--- a/jpa/example/src/main/java/example/springdata/jpa/simple/SimpleUserRepository.java
+++ b/jpa/example/src/main/java/example/springdata/jpa/simple/SimpleUserRepository.java
@@ -20,6 +20,7 @@
 import java.util.concurrent.CompletableFuture;
 import java.util.stream.Stream;
 
+import org.springframework.data.domain.Limit;
 import org.springframework.data.domain.Pageable;
 import org.springframework.data.domain.Slice;
 import org.springframework.data.domain.Sort;
@@ -63,6 +64,17 @@ public interface SimpleUserRepository extends ListCrudRepository<User, Long> {
 	 */
 	List<User> findByLastname(String lastname);
 
+	/**
+	 * Find at most the number of users defined via maxResults with the given lastname.
+	 * This method will be translated into a query by constructing it directly from the method name as there is no other
+	 * query declared.
+	 *
+	 * @param lastname
+	 * @param maxResults the maximum number of results returned.
+	 * @return
+	 */
+	List<User> findByLastname(String lastname, Limit maxResults);
+
 	/**
 	 * Returns all users with the given firstname. This method will be translated into a query using the one declared in
 	 * the {@link Query} annotation declared one.
@@ -73,6 +85,17 @@ public interface SimpleUserRepository extends ListCrudRepository<User, Long> {
 	@Query("select u from User u where u.firstname = :firstname")
 	List<User> findByFirstname(String firstname);
 
+	/**
+	 * Returns at most the number of users defined via {@link Limit} with the given firstname. This method will be
+	 * translated into a query using the one declared in the {@link Query} annotation declared one.
+	 *
+	 * @param firstname
+	 * @param maxResults the maximum number of results returned.
+	 * @return
+	 */
+	@Query("select u from User u where u.firstname = :firstname")
+	List<User> findByFirstname(String firstname, Limit maxResults);
+
 	/**
 	 * Returns all users with the given name as first- or lastname. This makes the query to method relation much more
 	 * refactoring-safe as the order of the method parameters is completely irrelevant.
diff --git a/jpa/example/src/test/java/example/springdata/jpa/simple/SimpleUserRepositoryTests.java b/jpa/example/src/test/java/example/springdata/jpa/simple/SimpleUserRepositoryTests.java
index 9c4da22d6..5fcfdc773 100644
--- a/jpa/example/src/test/java/example/springdata/jpa/simple/SimpleUserRepositoryTests.java
+++ b/jpa/example/src/test/java/example/springdata/jpa/simple/SimpleUserRepositoryTests.java
@@ -27,6 +27,7 @@
 import java.util.concurrent.CompletableFuture;
 import java.util.concurrent.TimeUnit;
 import java.util.stream.Collectors;
+import java.util.stream.IntStream;
 import java.util.stream.Stream;
 
 import org.junit.jupiter.api.Assertions;
@@ -36,6 +37,7 @@
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.boot.test.context.SpringBootTest;
 import org.springframework.dao.InvalidDataAccessApiUsageException;
+import org.springframework.data.domain.Limit;
 import org.springframework.data.domain.PageRequest;
 import org.springframework.data.domain.Sort;
 import org.springframework.transaction.annotation.Propagation;
@@ -83,6 +85,22 @@ void findSavedUserByLastname() {
 		assertThat(repository.findByLastname("lastname")).contains(user);
 	}
 
+	@Test
+	void findLimitedNumberOfUsersViaDerivedQuery() {
+
+		IntStream.range(0, 10).forEach($ -> repository.save(new User(user.getFirstname(), user.getLastname())));
+
+		assertThat(repository.findByLastname("lastname", Limit.of(5))).hasSize(5);
+	}
+
+	@Test
+	void findLimitedNumberOfUsersViaAnnotatedQuery() {
+
+		IntStream.range(0, 10).forEach($ -> repository.save(new User(user.getFirstname(), user.getLastname())));
+
+		assertThat(repository.findByFirstname(user.getFirstname(), Limit.of(5))).hasSize(5);
+	}
+
 	@Test
 	void findByFirstnameOrLastname() {
 
diff --git a/mongodb/example/src/main/java/example/springdata/mongodb/customer/CustomerRepository.java b/mongodb/example/src/main/java/example/springdata/mongodb/customer/CustomerRepository.java
index ef239160b..8a94fa5ef 100644
--- a/mongodb/example/src/main/java/example/springdata/mongodb/customer/CustomerRepository.java
+++ b/mongodb/example/src/main/java/example/springdata/mongodb/customer/CustomerRepository.java
@@ -18,6 +18,7 @@
 import java.util.List;
 import java.util.stream.Stream;
 
+import org.springframework.data.domain.Limit;
 import org.springframework.data.domain.Sort;
 import org.springframework.data.geo.Distance;
 import org.springframework.data.geo.GeoResults;
@@ -41,6 +42,15 @@ public interface CustomerRepository extends CrudRepository<Customer, String> {
 	 */
 	List<Customer> findByLastname(String lastname, Sort sort);
 
+	/**
+	 * Derived query reducing result size to a given {@link Limit}.
+	 *
+	 * @param lastname
+	 * @param maxResults the maximum number of results returned.
+	 * @return
+	 */
+	List<Customer> findByLastname(String lastname, Limit maxResults);
+
 	/**
 	 * Showcase for a repository query using geospatial functionality.
 	 *
diff --git a/mongodb/example/src/test/java/example/springdata/mongodb/customer/CustomerRepositoryIntegrationTest.java b/mongodb/example/src/test/java/example/springdata/mongodb/customer/CustomerRepositoryIntegrationTest.java
index 2c2352d3f..5a3e76dd6 100644
--- a/mongodb/example/src/test/java/example/springdata/mongodb/customer/CustomerRepositoryIntegrationTest.java
+++ b/mongodb/example/src/test/java/example/springdata/mongodb/customer/CustomerRepositoryIntegrationTest.java
@@ -27,6 +27,7 @@
 
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.boot.test.autoconfigure.data.mongo.DataMongoTest;
+import org.springframework.data.domain.Limit;
 import org.springframework.data.geo.Distance;
 import org.springframework.data.geo.Metrics;
 import org.springframework.data.geo.Point;
@@ -96,6 +97,17 @@ void findCustomersUsingQuerydslSort() {
 		assertThat(result.get(1)).isEqualTo(oliver);
 	}
 
+	/**
+	 * Test case to show how to reduce result size with dynamic {@link Limit}.
+	 */
+	@Test
+	void limitResultSize() {
+
+		var result = repository.findByLastname("Matthews", Limit.of(1));
+
+		assertThat(result).hasSize(1);
+	}
+
 	/**
 	 * Test case to show the usage of Java {@link Stream}.
 	 */
diff --git a/mongodb/reactive/src/main/java/example/springdata/mongodb/people/ReactivePersonRepository.java b/mongodb/reactive/src/main/java/example/springdata/mongodb/people/ReactivePersonRepository.java
index adc63a317..1004a90e0 100644
--- a/mongodb/reactive/src/main/java/example/springdata/mongodb/people/ReactivePersonRepository.java
+++ b/mongodb/reactive/src/main/java/example/springdata/mongodb/people/ReactivePersonRepository.java
@@ -15,6 +15,9 @@
  */
 package example.springdata.mongodb.people;
 
+import java.util.List;
+
+import org.springframework.data.domain.Limit;
 import reactor.core.publisher.Flux;
 import reactor.core.publisher.Mono;
 
@@ -37,6 +40,17 @@ public interface ReactivePersonRepository extends ReactiveCrudRepository<Person,
 	 */
 	Flux<Person> findByLastname(String lastname);
 
+	/**
+	 * Find at most the number of users defined via maxResults with the given lastname.
+	 * This method will be translated into a query by constructing it directly from the method name as there is no other
+	 * query declared.
+	 *
+	 * @param lastname
+	 * @param maxResults the maximum number of results returned.
+	 * @return
+	 */
+	Flux<Person> findByLastname(String lastname, Limit maxResults);
+
 	/**
 	 * String query selecting one entity.
 	 *
diff --git a/mongodb/reactive/src/test/java/example/springdata/mongodb/people/ReactivePersonRepositoryIntegrationTest.java b/mongodb/reactive/src/test/java/example/springdata/mongodb/people/ReactivePersonRepositoryIntegrationTest.java
index 7224a1f1d..194659b47 100644
--- a/mongodb/reactive/src/test/java/example/springdata/mongodb/people/ReactivePersonRepositoryIntegrationTest.java
+++ b/mongodb/reactive/src/test/java/example/springdata/mongodb/people/ReactivePersonRepositoryIntegrationTest.java
@@ -18,6 +18,7 @@
 import static org.assertj.core.api.Assertions.*;
 
 import example.springdata.mongodb.util.MongoContainers;
+import org.springframework.data.domain.Limit;
 import reactor.core.publisher.Flux;
 import reactor.core.publisher.Mono;
 import reactor.test.StepVerifier;
@@ -157,6 +158,14 @@ void shouldQueryDataWithQueryDerivation() {
 		repository.findByLastname("White").as(StepVerifier::create).expectNextCount(2).verifyComplete();
 	}
 
+	/**
+	 * Limit result size.
+	 */
+	@Test
+	void shouldLimitResultSize() {
+		repository.findByLastname("White", Limit.of(1)).as(StepVerifier::create).expectNextCount(1).verifyComplete();
+	}
+
 	/**
 	 * Fetch data using a string query.
 	 */
diff --git a/r2dbc/example/src/main/java/example/springdata/r2dbc/basics/CustomerRepository.java b/r2dbc/example/src/main/java/example/springdata/r2dbc/basics/CustomerRepository.java
index bbf002b6b..5358fb499 100644
--- a/r2dbc/example/src/main/java/example/springdata/r2dbc/basics/CustomerRepository.java
+++ b/r2dbc/example/src/main/java/example/springdata/r2dbc/basics/CustomerRepository.java
@@ -15,6 +15,7 @@
  */
 package example.springdata.r2dbc.basics;
 
+import org.springframework.data.domain.Limit;
 import reactor.core.publisher.Flux;
 
 import org.springframework.data.r2dbc.repository.Query;
@@ -28,4 +29,6 @@ interface CustomerRepository extends ReactiveCrudRepository<Customer, Long> {
 
 	@Query("select id, firstname, lastname from customer c where c.lastname = :lastname")
 	Flux<Customer> findByLastname(String lastname);
+
+	Flux<Customer> findByLastname(String lastname, Limit limit);
 }
diff --git a/r2dbc/example/src/test/java/example/springdata/r2dbc/basics/TransactionalServiceIntegrationTests.java b/r2dbc/example/src/test/java/example/springdata/r2dbc/basics/TransactionalServiceIntegrationTests.java
index f3fe9869a..6b788a337 100644
--- a/r2dbc/example/src/test/java/example/springdata/r2dbc/basics/TransactionalServiceIntegrationTests.java
+++ b/r2dbc/example/src/test/java/example/springdata/r2dbc/basics/TransactionalServiceIntegrationTests.java
@@ -15,6 +15,7 @@
  */
 package example.springdata.r2dbc.basics;
 
+import org.springframework.data.domain.Limit;
 import reactor.core.publisher.Hooks;
 import reactor.test.StepVerifier;
 
@@ -72,6 +73,25 @@ void exceptionTriggersRollback() {
 				.verifyComplete();
 	}
 
+	@Test
+	void limitResultSize() {
+
+		service.save(new Customer(null, "Carter", "Matthews")) //
+				.as(StepVerifier::create) //
+				.expectNextMatches(Customer::hasId) //
+				.verifyComplete();
+
+		service.save(new Customer(null, "Evad", "Matthews")) //
+				.as(StepVerifier::create) //
+				.expectNextMatches(Customer::hasId) //
+				.verifyComplete();
+
+		repository.findByLastname("Matthews", Limit.of(1)) //
+				.as(StepVerifier::create) //
+				.expectNextCount(1)
+				.verifyComplete();
+	}
+
 	@Test // #500
 	void insertsDataTransactionally() {
 

From e66d317d479607b12a114e4ab5865e93e431ae9e Mon Sep 17 00:00:00 2001
From: Christoph Strobl <cstrobl@vmware.com>
Date: Thu, 2 Nov 2023 10:05:18 +0100
Subject: [PATCH 02/42] Polishing.

Replace usage of StepVerifier.create with StepVerifier::create.

Original pull request: #672
See #671
---
 ...ctiveCassandraTemplateIntegrationTest.java |  8 +++--
 ...activePersonRepositoryIntegrationTest.java | 32 ++++++++++++++-----
 .../mongodb/ChangeStreamsTests.java           | 15 +++++----
 .../ReactiveMongoTemplateIntegrationTest.java |  3 +-
 .../redis/commands/KeyCommandsTests.java      |  8 +++--
 .../redis/operations/JacksonJsonTests.java    |  2 +-
 .../redis/operations/ListOperationsTests.java |  7 ++--
 .../operations/ValueOperationsTests.java      |  9 ++++--
 8 files changed, 58 insertions(+), 26 deletions(-)

diff --git a/cassandra/reactive/src/test/java/example/springdata/cassandra/people/ReactiveCassandraTemplateIntegrationTest.java b/cassandra/reactive/src/test/java/example/springdata/cassandra/people/ReactiveCassandraTemplateIntegrationTest.java
index af1858b8b..62cfc5148 100644
--- a/cassandra/reactive/src/test/java/example/springdata/cassandra/people/ReactiveCassandraTemplateIntegrationTest.java
+++ b/cassandra/reactive/src/test/java/example/springdata/cassandra/people/ReactiveCassandraTemplateIntegrationTest.java
@@ -48,7 +48,9 @@ void setUp() {
 						new Person("Jesse", "Pinkman", 27))) //
 				.flatMap(template::insert);
 
-		StepVerifier.create(truncateAndInsert).expectNextCount(4).verifyComplete();
+		truncateAndInsert.as(StepVerifier::create) //
+				.expectNextCount(4) //
+				.verifyComplete();
 	}
 
 	/**
@@ -67,6 +69,8 @@ void shouldInsertAndCountData() {
 				.flatMap(v -> template.count(Person.class)) //
 				.doOnNext(System.out::println);
 
-		StepVerifier.create(saveAndCount).expectNext(6L).verifyComplete();
+		saveAndCount.as(StepVerifier::create) //
+				.expectNext(6L) //
+				.verifyComplete();
 	}
 }
diff --git a/cassandra/reactive/src/test/java/example/springdata/cassandra/people/ReactivePersonRepositoryIntegrationTest.java b/cassandra/reactive/src/test/java/example/springdata/cassandra/people/ReactivePersonRepositoryIntegrationTest.java
index e441b34af..ca9f8a3b4 100644
--- a/cassandra/reactive/src/test/java/example/springdata/cassandra/people/ReactivePersonRepositoryIntegrationTest.java
+++ b/cassandra/reactive/src/test/java/example/springdata/cassandra/people/ReactivePersonRepositoryIntegrationTest.java
@@ -50,7 +50,9 @@ void setUp() {
 						new Person("Saul", "Goodman", 42), //
 						new Person("Jesse", "Pinkman", 27))));
 
-		StepVerifier.create(deleteAndInsert).expectNextCount(4).verifyComplete();
+		deleteAndInsert.as(StepVerifier::create) //
+				.expectNextCount(4) //
+				.verifyComplete();
 	}
 
 	/**
@@ -67,7 +69,9 @@ void shouldInsertAndCountData() {
 				.flatMap(v -> repository.count()) //
 				.doOnNext(System.out::println);
 
-		StepVerifier.create(saveAndCount).expectNext(6L).verifyComplete();
+		saveAndCount.as(StepVerifier::create) //
+				.expectNext(6L) //
+				.verifyComplete();
 	}
 
 	/**
@@ -77,7 +81,7 @@ void shouldInsertAndCountData() {
 	@Test
 	void shouldPerformConversionBeforeResultProcessing() {
 
-		StepVerifier.create(repository.findAll().doOnNext(System.out::println)) //
+		repository.findAll().doOnNext(System.out::println).as(StepVerifier::create) //
 				.expectNextCount(4) //
 				.verifyComplete();
 	}
@@ -87,7 +91,10 @@ void shouldPerformConversionBeforeResultProcessing() {
 	 */
 	@Test
 	void shouldQueryDataWithQueryDerivation() {
-		StepVerifier.create(repository.findByLastname("White")).expectNextCount(2).verifyComplete();
+
+		repository.findByLastname("White").as(StepVerifier::create) //
+				.expectNextCount(2) //
+				.verifyComplete();
 	}
 
 	/**
@@ -95,7 +102,10 @@ void shouldQueryDataWithQueryDerivation() {
 	 */
 	@Test
 	void limitResultSize() {
-		StepVerifier.create(repository.findByLastname("White", Limit.of(1))).expectNextCount(1).verifyComplete();
+
+		repository.findByLastname("White", Limit.of(1)).as(StepVerifier::create) //
+				.expectNextCount(1) //
+				.verifyComplete();
 	}
 
 	/**
@@ -103,7 +113,10 @@ void limitResultSize() {
 	 */
 	@Test
 	void shouldQueryDataWithStringQuery() {
-		StepVerifier.create(repository.findByFirstnameInAndLastname("Walter", "White")).expectNextCount(1).verifyComplete();
+
+		repository.findByFirstnameInAndLastname("Walter", "White").as(StepVerifier::create) //
+				.expectNextCount(1) //
+				.verifyComplete();
 	}
 
 	/**
@@ -111,7 +124,10 @@ void shouldQueryDataWithStringQuery() {
 	 */
 	@Test
 	void shouldQueryDataWithDeferredQueryDerivation() {
-		StepVerifier.create(repository.findByLastname(Mono.just("White"))).expectNextCount(2).verifyComplete();
+
+		repository.findByLastname(Mono.just("White")).as(StepVerifier::create) //
+				.expectNextCount(2) //
+				.verifyComplete();
 	}
 
 	/**
@@ -120,7 +136,7 @@ void shouldQueryDataWithDeferredQueryDerivation() {
 	@Test
 	void shouldQueryDataWithMixedDeferredQueryDerivation() {
 
-		StepVerifier.create(repository.findByFirstnameAndLastname(Mono.just("Walter"), "White")) //
+		repository.findByFirstnameAndLastname(Mono.just("Walter"), "White").as(StepVerifier::create) //
 				.expectNextCount(1) //
 				.verifyComplete();
 	}
diff --git a/mongodb/change-streams/src/test/java/example/springdata/mongodb/ChangeStreamsTests.java b/mongodb/change-streams/src/test/java/example/springdata/mongodb/ChangeStreamsTests.java
index dd8456c45..9714658a7 100644
--- a/mongodb/change-streams/src/test/java/example/springdata/mongodb/ChangeStreamsTests.java
+++ b/mongodb/change-streams/src/test/java/example/springdata/mongodb/ChangeStreamsTests.java
@@ -200,28 +200,31 @@ public void reactiveChangeEvents() {
 				ChangeStreamOptions.builder().filter(newAggregation(match(where("operationType").is("insert")))).build(),
 				Person.class);
 
-		StepVerifier.create(changeStream) //
+		changeStream.as(StepVerifier::create) //
 				.expectSubscription() //
 				.expectNoEvent(Duration.ofMillis(200)) // wait till change streams becomes active
 
 				// Save documents and await their change events
 				.then(() -> {
-					StepVerifier.create(reactiveTemplate.save(gabriel)).expectNextCount(1).verifyComplete();
-					StepVerifier.create(reactiveTemplate.save(ash)).expectNextCount(1).verifyComplete();
+					reactiveTemplate.save(gabriel).as(StepVerifier::create).expectNextCount(1).verifyComplete();
+					reactiveTemplate.save(ash).as(StepVerifier::create).expectNextCount(1).verifyComplete();
 				}).expectNextCount(2) //
 
 				// Update a document
 				.then(() -> {
 
-					StepVerifier.create(reactiveTemplate.update(Person.class) //
+					reactiveTemplate.update(Person.class) //
 							.matching(query(where("id").is(ash.id()))) //
 							.apply(update("age", 40)) //
-							.first()).expectNextCount(1).verifyComplete();
+							.first() //
+							.as(StepVerifier::create) //
+							.expectNextCount(1) //
+							.verifyComplete();
 				}).expectNoEvent(Duration.ofMillis(200)) // updates are skipped
 
 				// Save another document and await its change event
 				.then(() -> {
-					StepVerifier.create(reactiveTemplate.save(michael)).expectNextCount(1).verifyComplete();
+					reactiveTemplate.save(michael).as(StepVerifier::create).expectNextCount(1).verifyComplete();
 				}).expectNextCount(1) // there we go, all events received.
 
 				.thenCancel() // change streams are infinite streams, at some point we need to unsubscribe
diff --git a/mongodb/reactive/src/test/java/example/springdata/mongodb/people/ReactiveMongoTemplateIntegrationTest.java b/mongodb/reactive/src/test/java/example/springdata/mongodb/people/ReactiveMongoTemplateIntegrationTest.java
index a42748612..bda03aa17 100644
--- a/mongodb/reactive/src/test/java/example/springdata/mongodb/people/ReactiveMongoTemplateIntegrationTest.java
+++ b/mongodb/reactive/src/test/java/example/springdata/mongodb/people/ReactiveMongoTemplateIntegrationTest.java
@@ -60,7 +60,8 @@ static void setProperties(DynamicPropertyRegistry registry) {
 	@BeforeEach
 	void setUp() {
 
-		StepVerifier.create(template.dropCollection(Person.class)).verifyComplete();
+		template.dropCollection(Person.class).as(StepVerifier::create) //
+				.verifyComplete();
 
 		var insertAll = template
 				.insertAll(Flux.just(new Person("Walter", "White", 50), //
diff --git a/redis/reactive/src/test/java/example/springdata/redis/commands/KeyCommandsTests.java b/redis/reactive/src/test/java/example/springdata/redis/commands/KeyCommandsTests.java
index 1ff35d61f..12620907c 100644
--- a/redis/reactive/src/test/java/example/springdata/redis/commands/KeyCommandsTests.java
+++ b/redis/reactive/src/test/java/example/springdata/redis/commands/KeyCommandsTests.java
@@ -77,7 +77,7 @@ void iterateOverKeysMatchingPrefixUsingKeysCommand() {
 				.count() //
 				.doOnSuccess(count -> System.out.println(String.format("Total No. found: %s", count)));
 
-		StepVerifier.create(keyCount).expectNext(50L).verifyComplete();
+		keyCount.as(StepVerifier::create).expectNext(50L).verifyComplete();
 	}
 
 	/**
@@ -98,7 +98,7 @@ void storeToListAndPop() {
 				.flatMap(result -> llen) //
 				.doOnNext(count -> System.out.println(String.format("Total items in list left: %s", count)));//
 
-		StepVerifier.create(popAndLlen).expectNext(0L).verifyComplete();
+		popAndLlen.as(StepVerifier::create).expectNext(0L).verifyComplete();
 	}
 
 	private void generateRandomKeys(int nrKeys) {
@@ -109,7 +109,9 @@ private void generateRandomKeys(int nrKeys) {
 				.map(key -> SetCommand.set(key) //
 						.value(ByteBuffer.wrap(UUID.randomUUID().toString().getBytes())));
 
-		StepVerifier.create(connection.stringCommands().set(generator)).expectNextCount(nrKeys).verifyComplete();
+		connection.stringCommands().set(generator).as(StepVerifier::create) //
+				.expectNextCount(nrKeys) //
+				.verifyComplete();
 
 	}
 
diff --git a/redis/reactive/src/test/java/example/springdata/redis/operations/JacksonJsonTests.java b/redis/reactive/src/test/java/example/springdata/redis/operations/JacksonJsonTests.java
index c361dc955..81b1cb18b 100644
--- a/redis/reactive/src/test/java/example/springdata/redis/operations/JacksonJsonTests.java
+++ b/redis/reactive/src/test/java/example/springdata/redis/operations/JacksonJsonTests.java
@@ -56,7 +56,7 @@ class JacksonJsonTests {
 	@Test
 	void shouldWriteAndReadPerson() {
 
-		StepVerifier.create(typedOperations.opsForValue().set("homer", new Person("Homer", "Simpson"))) //
+		typedOperations.opsForValue().set("homer", new Person("Homer", "Simpson")).as(StepVerifier::create) //
 				.expectNext(true) //
 				.verifyComplete();
 
diff --git a/redis/reactive/src/test/java/example/springdata/redis/operations/ListOperationsTests.java b/redis/reactive/src/test/java/example/springdata/redis/operations/ListOperationsTests.java
index 553d7534a..4a15c86b3 100644
--- a/redis/reactive/src/test/java/example/springdata/redis/operations/ListOperationsTests.java
+++ b/redis/reactive/src/test/java/example/springdata/redis/operations/ListOperationsTests.java
@@ -45,7 +45,10 @@ class ListOperationsTests {
 
 	@BeforeEach
 	void before() {
-		StepVerifier.create(operations.execute(it -> it.serverCommands().flushDb())).expectNext("OK").verifyComplete();
+
+		operations.execute(it -> it.serverCommands().flushDb()).as(StepVerifier::create) //
+			.expectNext("OK") //
+			.verifyComplete();
 	}
 
 	/**
@@ -63,7 +66,7 @@ void shouldPollAndPopulateQueue() {
 				.log("example.springdata.redis", Level.INFO);
 
 		log.info("Blocking pop...waiting for message");
-		StepVerifier.create(blpop) //
+		blpop.as(StepVerifier::create) //
 				.then(() -> {
 
 					Mono.delay(Duration.ofSeconds(10)).doOnSuccess(it -> {
diff --git a/redis/reactive/src/test/java/example/springdata/redis/operations/ValueOperationsTests.java b/redis/reactive/src/test/java/example/springdata/redis/operations/ValueOperationsTests.java
index d036285e2..87558b5ab 100644
--- a/redis/reactive/src/test/java/example/springdata/redis/operations/ValueOperationsTests.java
+++ b/redis/reactive/src/test/java/example/springdata/redis/operations/ValueOperationsTests.java
@@ -46,7 +46,10 @@ class ValueOperationsTests {
 
 	@BeforeEach
 	void before() {
-		StepVerifier.create(operations.execute(it -> it.serverCommands().flushDb())).expectNext("OK").verifyComplete();
+
+		operations.execute(it -> it.serverCommands().flushDb()).as(StepVerifier::create) //
+			.expectNext("OK") //
+			.verifyComplete();
 	}
 
 	/**
@@ -67,14 +70,14 @@ void shouldCacheValue() {
 
 		log.info("Initial access (takes a while...)");
 
-		StepVerifier.create(cachedMono).expectSubscription() //
+		cachedMono.as(StepVerifier::create).expectSubscription() //
 				.expectNoEvent(Duration.ofSeconds(9)) //
 				.expectNext("Hello, World!") //
 				.verifyComplete();
 
 		log.info("Subsequent access (use cached value)");
 
-		var duration = StepVerifier.create(cachedMono) //
+		var duration = cachedMono.as(StepVerifier::create) //
 				.expectNext("Hello, World!") //
 				.verifyComplete();
 

From 1f34b7e2f95b3d82082e695cd384a9881525e2b4 Mon Sep 17 00:00:00 2001
From: Mark Paluch <mpaluch@vmware.com>
Date: Thu, 2 Nov 2023 14:51:45 +0100
Subject: [PATCH 03/42] Polishing.

Guard Cassandra index creation.

Original pull request: #672
See #671
---
 .../cassandra/basic/BasicUserRepositoryTests.java  | 14 ++++++++------
 1 file changed, 8 insertions(+), 6 deletions(-)

diff --git a/cassandra/example/src/test/java/example/springdata/cassandra/basic/BasicUserRepositoryTests.java b/cassandra/example/src/test/java/example/springdata/cassandra/basic/BasicUserRepositoryTests.java
index 8e6fe0bb1..20832d068 100644
--- a/cassandra/example/src/test/java/example/springdata/cassandra/basic/BasicUserRepositoryTests.java
+++ b/cassandra/example/src/test/java/example/springdata/cassandra/basic/BasicUserRepositoryTests.java
@@ -1,11 +1,11 @@
 /*
- * Copyright 2013-2021 the original author or authors.
+ * Copyright 2023 the original author or authors.
  *
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
  * You may obtain a copy of the License at
  *
- *      https://www.apache.org/licenses/LICENSE-2.0
+ *      http://www.apache.org/licenses/LICENSE-2.0
  *
  * Unless required by applicable law or agreed to in writing, software
  * distributed under the License is distributed on an "AS IS" BASIS,
@@ -18,11 +18,11 @@
 import static org.assertj.core.api.Assertions.*;
 import static org.assertj.core.api.Assumptions.*;
 
-import java.util.stream.LongStream;
-
 import example.springdata.cassandra.util.CassandraKeyspace;
 import example.springdata.cassandra.util.CassandraVersion;
 
+import java.util.stream.LongStream;
+
 import org.junit.jupiter.api.BeforeEach;
 import org.junit.jupiter.api.Test;
 
@@ -112,7 +112,8 @@ void findByDerivedQueryMethodWithSASI() throws InterruptedException {
 
 		assumeThat(CassandraVersion.getReleaseVersion(session).isGreaterThanOrEqualTo(CASSANDRA_3_4)).isTrue();
 
-		session.execute("CREATE CUSTOM INDEX ON users (lname) USING 'org.apache.cassandra.index.sasi.SASIIndex';");
+		session.execute(
+				"CREATE CUSTOM INDEX IF NOT EXISTS users_lname_idx_1 ON users (lname) USING 'org.apache.cassandra.index.sasi.SASIIndex';");
 		/*
 		  Cassandra secondary indexes are created in the background without the possibility to check
 		  whether they are available or not. So we are forced to just wait. *sigh*
@@ -132,7 +133,8 @@ void limitResultSize() throws InterruptedException {
 
 		assumeThat(CassandraVersion.getReleaseVersion(session).isGreaterThanOrEqualTo(CASSANDRA_3_4)).isTrue();
 
-		session.execute("CREATE CUSTOM INDEX ON users (lname) USING 'org.apache.cassandra.index.sasi.SASIIndex';");
+		session.execute(
+				"CREATE CUSTOM INDEX IF NOT EXISTS users_lname_idx_1 ON users (lname) USING 'org.apache.cassandra.index.sasi.SASIIndex';");
 		/*
 		  Cassandra secondary indexes are created in the background without the possibility to check
 		  whether they are available or not. So we are forced to just wait. *sigh*

From 7851b82dc1d3bbabb12f2d5f2c86796c3dacf66d Mon Sep 17 00:00:00 2001
From: Mark Paluch <mpaluch@vmware.com>
Date: Fri, 3 Nov 2023 10:43:16 +0100
Subject: [PATCH 04/42] Upgrade to Spring Boot 3.2-RC2.

See #669
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index c69fc17ec..25657cb97 100644
--- a/pom.xml
+++ b/pom.xml
@@ -13,7 +13,7 @@
 	<parent>
 		<groupId>org.springframework.boot</groupId>
 		<artifactId>spring-boot-starter-parent</artifactId>
-		<version>3.2.0-RC1</version>
+		<version>3.2.0-RC2</version>
 	</parent>
 
 	<modules>

From cec144ea0befb405c83450dfb69e3c4df6d71668 Mon Sep 17 00:00:00 2001
From: Eric Haag <ehaag@gradle.com>
Date: Fri, 15 Sep 2023 14:45:45 -0500
Subject: [PATCH 05/42] Connect build to ge.spring.io.

Add annotation processors for compiler avoidance and disable build caching for tests.

Closes #673
---
 .gitignore                 |  1 +
 .mvn/extensions.xml        | 13 +++++++++++++
 .mvn/gradle-enterprise.xml | 31 +++++++++++++++++++++++++++++++
 README.adoc                |  2 +-
 bom/pom.xml                | 23 +++++++++++++++++++++++
 elasticsearch/pom.xml      | 23 +++++++++++++++++++++++
 jdbc/immutables/pom.xml    | 24 +++++++++++++++++++++++-
 pom.xml                    | 38 ++++++++++++++++++++++++++++++++++++++
 8 files changed, 153 insertions(+), 2 deletions(-)
 create mode 100644 .mvn/extensions.xml
 create mode 100644 .mvn/gradle-enterprise.xml

diff --git a/.gitignore b/.gitignore
index fd2270241..673f29c88 100644
--- a/.gitignore
+++ b/.gitignore
@@ -3,6 +3,7 @@
 .springBeans
 .settings/
 target/
+.mvn/.gradle-enterprise
 
 #IntelliJ Stuff
 .idea
diff --git a/.mvn/extensions.xml b/.mvn/extensions.xml
new file mode 100644
index 000000000..2c7828bdd
--- /dev/null
+++ b/.mvn/extensions.xml
@@ -0,0 +1,13 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<extensions>
+	<extension>
+		<groupId>com.gradle</groupId>
+		<artifactId>gradle-enterprise-maven-extension</artifactId>
+		<version>1.18.1</version>
+	</extension>
+	<extension>
+		<groupId>com.gradle</groupId>
+		<artifactId>common-custom-user-data-maven-extension</artifactId>
+		<version>1.12.3</version>
+	</extension>
+</extensions>
diff --git a/.mvn/gradle-enterprise.xml b/.mvn/gradle-enterprise.xml
new file mode 100644
index 000000000..bbe439e12
--- /dev/null
+++ b/.mvn/gradle-enterprise.xml
@@ -0,0 +1,31 @@
+<?xml version="1.0" encoding="UTF-8" standalone="yes" ?>
+<gradleEnterprise
+		xmlns="https://www.gradle.com/gradle-enterprise-maven" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+		xsi:schemaLocation="https://www.gradle.com/gradle-enterprise-maven https://www.gradle.com/schema/gradle-enterprise-maven.xsd">
+	<server>
+		<url>https://ge.spring.io</url>
+	</server>
+	<buildScan>
+		<backgroundBuildScanUpload>#{isFalse(env['CI'])}</backgroundBuildScanUpload>
+		<captureGoalInputFiles>true</captureGoalInputFiles>
+		<publishIfAuthenticated>true</publishIfAuthenticated>
+		<obfuscation>
+			<ipAddresses>#{{'0.0.0.0'}}</ipAddresses>
+		</obfuscation>
+	</buildScan>
+	<buildCache>
+		<local>
+			<enabled>true</enabled>
+		</local>
+		<remote>
+			<server>
+				<credentials>
+					<username>${env.GRADLE_ENTERPRISE_CACHE_USERNAME}</username>
+					<password>${env.GRADLE_ENTERPRISE_CACHE_PASSWORD}</password>
+				</credentials>
+			</server>
+			<enabled>true</enabled>
+			<storeEnabled>#{env['GRADLE_ENTERPRISE_CACHE_USERNAME'] != null and env['GRADLE_ENTERPRISE_CACHE_PASSWORD'] != null}</storeEnabled>
+		</remote>
+	</buildCache>
+</gradleEnterprise>
diff --git a/README.adoc b/README.adoc
index 9ce0564f8..1538137f7 100644
--- a/README.adoc
+++ b/README.adoc
@@ -1,4 +1,4 @@
-= Spring Data Examples
+= Spring Data Examples image:https://img.shields.io/badge/Revved%20up%20by-Gradle%20Enterprise-06A0CE?logo=Gradle&labelColor=02303A["Revved up by Gradle Enterprise", link="https://ge.spring.io/scans?search.rootProjectNames=Spring Data - Examples"]
 
 image:https://travis-ci.org/spring-projects/spring-data-examples.svg?branch=main[Build Status,link=https://travis-ci.org/spring-projects/spring-data-examples]
 
diff --git a/bom/pom.xml b/bom/pom.xml
index 73e301f98..df1dd1273 100644
--- a/bom/pom.xml
+++ b/bom/pom.xml
@@ -50,4 +50,27 @@
 
 	</dependencies>
 
+	<build>
+		<pluginManagement>
+			<plugins>
+				<plugin>
+					<groupId>com.gradle</groupId>
+					<artifactId>gradle-enterprise-maven-extension</artifactId>
+					<configuration>
+						<gradleEnterprise>
+							<plugins>
+								<plugin>
+									<artifactId>maven-surefire-plugin</artifactId>
+									<outputs>
+										<notCacheableBecause>these tests showcase Spring Data features and should always rerun</notCacheableBecause>
+									</outputs>
+								</plugin>
+							</plugins>
+						</gradleEnterprise>
+					</configuration>
+				</plugin>
+			</plugins>
+		</pluginManagement>
+	</build>
+
 </project>
diff --git a/elasticsearch/pom.xml b/elasticsearch/pom.xml
index 4de2433e7..bc4fd91c6 100644
--- a/elasticsearch/pom.xml
+++ b/elasticsearch/pom.xml
@@ -57,4 +57,27 @@
 
 	</dependencies>
 
+	<build>
+		<plugins>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-compiler-plugin</artifactId>
+				<configuration>
+					<annotationProcessorPaths>
+						<path>
+							<groupId>org.projectlombok</groupId>
+							<artifactId>lombok</artifactId>
+							<version>${lombok.version}</version>
+						</path>
+						<path>
+							<groupId>org.apache.logging.log4j</groupId>
+							<artifactId>log4j-core</artifactId>
+							<version>${log4j2.version}</version>
+						</path>
+					</annotationProcessorPaths>
+				</configuration>
+			</plugin>
+		</plugins>
+	</build>
+
 </project>
diff --git a/jdbc/immutables/pom.xml b/jdbc/immutables/pom.xml
index 8527b31dc..8d8b00297 100644
--- a/jdbc/immutables/pom.xml
+++ b/jdbc/immutables/pom.xml
@@ -15,14 +15,36 @@
 	<name>Spring Data JDBC - Usage with Immutables</name>
 	<description>Sample project demonstrating Spring Data JDBC features</description>
 
+	<properties>
+		<immutables.version>2.8.8</immutables.version>
+	</properties>
+
 	<dependencies>
 		<dependency>
 			<groupId>org.immutables</groupId>
 			<artifactId>value</artifactId>
-			<version>2.8.8</version>
+			<version>${immutables.version}</version>
 			<scope>provided</scope>
 		</dependency>
 
 	</dependencies>
 
+	<build>
+		<plugins>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-compiler-plugin</artifactId>
+				<configuration>
+					<annotationProcessorPaths>
+						<path>
+							<groupId>org.immutables</groupId>
+							<artifactId>value</artifactId>
+							<version>${immutables.version}</version>
+						</path>
+					</annotationProcessorPaths>
+				</configuration>
+			</plugin>
+		</plugins>
+	</build>
+
 </project>
diff --git a/pom.xml b/pom.xml
index 25657cb97..eb0b0fab6 100644
--- a/pom.xml
+++ b/pom.xml
@@ -186,4 +186,42 @@
 		</pluginRepository>
 	</pluginRepositories>
 
+	<build>
+		<pluginManagement>
+			<plugins>
+				<plugin>
+					<groupId>com.gradle</groupId>
+					<artifactId>gradle-enterprise-maven-extension</artifactId>
+					<configuration>
+						<gradleEnterprise>
+							<plugins>
+								<plugin>
+									<artifactId>maven-surefire-plugin</artifactId>
+									<outputs>
+										<notCacheableBecause>these tests showcase Spring Data features and should always rerun</notCacheableBecause>
+									</outputs>
+								</plugin>
+							</plugins>
+						</gradleEnterprise>
+					</configuration>
+				</plugin>
+			</plugins>
+		</pluginManagement>
+		<plugins>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-compiler-plugin</artifactId>
+				<configuration>
+					<annotationProcessorPaths>
+						<path>
+							<groupId>org.projectlombok</groupId>
+							<artifactId>lombok</artifactId>
+							<version>${lombok.version}</version>
+						</path>
+					</annotationProcessorPaths>
+				</configuration>
+			</plugin>
+		</plugins>
+	</build>
+
 </project>

From 15783e4f7c14f1dfbe092d88fe8f5fd4be4f4afa Mon Sep 17 00:00:00 2001
From: Jens Schauder <jschauder@vmware.com>
Date: Mon, 6 Nov 2023 11:39:52 +0100
Subject: [PATCH 06/42] Add examples to use Single Query Loading.

Query by Id works via the repository.

Query derivation doesn't since it side steps the DataAccessStrategy.

Closes #675
---
 jdbc/pom.xml                                  |   1 +
 jdbc/singlequeryloading/pom.xml               |  41 +++++++
 .../jdbc/singlequeryloading/Cat.java          |  24 ++++
 .../jdbc/singlequeryloading/Config.java       |  45 ++++++++
 .../jdbc/singlequeryloading/Dog.java          |  24 ++++
 .../jdbc/singlequeryloading/Fish.java         |  24 ++++
 .../jdbc/singlequeryloading/PetOwner.java     |  61 ++++++++++
 .../PetOwnerRepository.java                   |  29 +++++
 .../src/main/resources/application.properties |   3 +
 .../src/main/resources/schema.sql             |  27 +++++
 .../SingleQueryLoadingApplicationTests.java   | 108 ++++++++++++++++++
 11 files changed, 387 insertions(+)
 create mode 100644 jdbc/singlequeryloading/pom.xml
 create mode 100644 jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/Cat.java
 create mode 100644 jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/Config.java
 create mode 100644 jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/Dog.java
 create mode 100644 jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/Fish.java
 create mode 100644 jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/PetOwner.java
 create mode 100644 jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/PetOwnerRepository.java
 create mode 100644 jdbc/singlequeryloading/src/main/resources/application.properties
 create mode 100644 jdbc/singlequeryloading/src/main/resources/schema.sql
 create mode 100644 jdbc/singlequeryloading/src/test/java/example/springdata/jdbc/singlequeryloading/SingleQueryLoadingApplicationTests.java

diff --git a/jdbc/pom.xml b/jdbc/pom.xml
index 742457e16..81dcfbe55 100644
--- a/jdbc/pom.xml
+++ b/jdbc/pom.xml
@@ -22,6 +22,7 @@
 		<module>immutables</module>
 		<module>jmolecules</module>
 		<module>jooq</module>
+		<module>singlequeryloading</module>
 		<!-- <module>mybatis</module> -->
 		<module>graalvm-native</module>
 	</modules>
diff --git a/jdbc/singlequeryloading/pom.xml b/jdbc/singlequeryloading/pom.xml
new file mode 100644
index 000000000..4c174a1d1
--- /dev/null
+++ b/jdbc/singlequeryloading/pom.xml
@@ -0,0 +1,41 @@
+<?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 https://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <modelVersion>4.0.0</modelVersion>
+
+    <artifactId>singlequeryloading</artifactId>
+    <properties>
+        <maven.compiler.source>21</maven.compiler.source>
+        <maven.compiler.target>21</maven.compiler.target>
+    </properties>
+
+    <parent>
+        <groupId>org.springframework.data.examples</groupId>
+        <artifactId>spring-data-jdbc-examples</artifactId>
+        <version>2.0.0.BUILD-SNAPSHOT</version>
+        <relativePath>../pom.xml</relativePath>
+    </parent>
+
+
+    <name>Spring Data JDBC - Demonstration of Single Query Loading</name>
+    <description>Sample project demonstrating Single Query Loading with Spring Data JDBC</description>
+
+    <dependencies>
+        <dependency>
+            <groupId>org.springframework.boot</groupId>
+            <artifactId>spring-boot-starter-data-jdbc</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.springframework</groupId>
+            <artifactId>spring-test</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.testcontainers</groupId>
+            <artifactId>postgresql</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.postgresql</groupId>
+            <artifactId>postgresql</artifactId>
+        </dependency>
+    </dependencies>
+</project>
diff --git a/jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/Cat.java b/jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/Cat.java
new file mode 100644
index 000000000..48e3e1f23
--- /dev/null
+++ b/jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/Cat.java
@@ -0,0 +1,24 @@
+/*
+ * Copyright 2023 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      https://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package example.springdata.jdbc.singlequeryloading;
+
+/**
+ * A simple entity for use in a collection of {@link PetOwner}.
+ *
+ * @author Jens Schauder
+ */
+record Cat(String name) {
+}
diff --git a/jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/Config.java b/jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/Config.java
new file mode 100644
index 000000000..4bcf284fb
--- /dev/null
+++ b/jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/Config.java
@@ -0,0 +1,45 @@
+/*
+ * Copyright 2023 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      https://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package example.springdata.jdbc.singlequeryloading;
+
+import org.springframework.boot.SpringBootConfiguration;
+import org.springframework.data.jdbc.core.convert.JdbcCustomConversions;
+import org.springframework.data.jdbc.core.mapping.JdbcMappingContext;
+import org.springframework.data.jdbc.repository.config.AbstractJdbcConfiguration;
+import org.springframework.data.jdbc.repository.config.EnableJdbcRepositories;
+import org.springframework.data.relational.RelationalManagedTypes;
+import org.springframework.data.relational.core.mapping.NamingStrategy;
+
+import java.util.Optional;
+
+/**
+ * Spring application context configuration that enables Single Query Loading.
+ *
+ * @author Jens Schauder
+ */
+@SpringBootConfiguration
+@EnableJdbcRepositories
+public class Config extends AbstractJdbcConfiguration {
+
+
+	@Override
+	public JdbcMappingContext jdbcMappingContext(Optional<NamingStrategy> namingStrategy, JdbcCustomConversions customConversions, RelationalManagedTypes jdbcManagedTypes) {
+
+		JdbcMappingContext jdbcMappingContext = super.jdbcMappingContext(namingStrategy, customConversions, jdbcManagedTypes);
+		jdbcMappingContext.setSingleQueryLoadingEnabled(true);
+		return jdbcMappingContext;
+	}
+}
diff --git a/jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/Dog.java b/jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/Dog.java
new file mode 100644
index 000000000..450efe97e
--- /dev/null
+++ b/jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/Dog.java
@@ -0,0 +1,24 @@
+/*
+ * Copyright 2023 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      https://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package example.springdata.jdbc.singlequeryloading;
+
+/**
+ * A simple entity for use in a collection of {@link PetOwner}.
+ *
+ * @author Jens Schauder
+ */
+record Dog(String name) {
+}
\ No newline at end of file
diff --git a/jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/Fish.java b/jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/Fish.java
new file mode 100644
index 000000000..a2f41f651
--- /dev/null
+++ b/jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/Fish.java
@@ -0,0 +1,24 @@
+/*
+ * Copyright 2023 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      https://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package example.springdata.jdbc.singlequeryloading;
+
+/**
+ * A simple entity for use in a collection of {@link PetOwner}.
+ *
+ * @author Jens Schauder
+ */
+record Fish(String name) {
+}
diff --git a/jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/PetOwner.java b/jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/PetOwner.java
new file mode 100644
index 000000000..8eb9c1099
--- /dev/null
+++ b/jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/PetOwner.java
@@ -0,0 +1,61 @@
+/*
+ * Copyright 2023 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      https://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */package example.springdata.jdbc.singlequeryloading;
+
+import org.springframework.data.annotation.Id;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Objects;
+
+/**
+ * An aggregate with mutliple collections.
+ *
+ * @author Jens Schauder
+ */
+class PetOwner {
+
+	@Id
+	Long Id;
+
+	String name;
+
+	List<Dog> dogs = new ArrayList<>();
+
+	List<Cat> cats = new ArrayList<>();
+
+	List<Fish> fish = new ArrayList<>();
+
+	public PetOwner(String name, List<Cat> cats, List<Dog> dogs, List<Fish> fish) {
+
+		this.name = name;
+		this.cats = cats;
+		this.dogs = dogs;
+		this.fish = fish;
+	}
+
+	@Override
+	public boolean equals(Object o) {
+		if (this == o) return true;
+		if (o == null || getClass() != o.getClass()) return false;
+		PetOwner petOwner = (PetOwner) o;
+		return Objects.equals(Id, petOwner.Id) && Objects.equals(name, petOwner.name) && Objects.equals(dogs, petOwner.dogs) && Objects.equals(cats, petOwner.cats) && Objects.equals(fish, petOwner.fish);
+	}
+
+	@Override
+	public int hashCode() {
+		return Objects.hash(Id, name, dogs, cats, fish);
+	}
+}
diff --git a/jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/PetOwnerRepository.java b/jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/PetOwnerRepository.java
new file mode 100644
index 000000000..8fd2d4c6c
--- /dev/null
+++ b/jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/PetOwnerRepository.java
@@ -0,0 +1,29 @@
+/*
+ * Copyright 2023 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      https://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */package example.springdata.jdbc.singlequeryloading;
+
+import org.springframework.data.repository.ListCrudRepository;
+
+import java.util.List;
+
+
+/**
+ * Repository to access {@link PetOwner} instances.
+ *
+ * @author Jens Schauder
+ */
+interface PetOwnerRepository extends ListCrudRepository<PetOwner, Long> {
+	List<PetOwner> findByName(String marry);
+}
diff --git a/jdbc/singlequeryloading/src/main/resources/application.properties b/jdbc/singlequeryloading/src/main/resources/application.properties
new file mode 100644
index 000000000..d467e12d4
--- /dev/null
+++ b/jdbc/singlequeryloading/src/main/resources/application.properties
@@ -0,0 +1,3 @@
+spring.datasource.url=jdbc:tc:postgresql:16.0:///test
+logging.level.org.springframework.jdbc.core.JdbcTemplate=DEBUG
+spring.sql.init.mode=always
\ No newline at end of file
diff --git a/jdbc/singlequeryloading/src/main/resources/schema.sql b/jdbc/singlequeryloading/src/main/resources/schema.sql
new file mode 100644
index 000000000..b398d1147
--- /dev/null
+++ b/jdbc/singlequeryloading/src/main/resources/schema.sql
@@ -0,0 +1,27 @@
+CREATE TABLE PET_OWNER
+(
+    ID   SERIAL PRIMARY KEY,
+    NAME VARCHAR(255)
+);
+
+CREATE TABLE CAT
+(
+    PET_OWNER     INT,
+    PET_OWNER_KEY INT,
+    NAME          VARCHAR(255)
+);
+
+CREATE TABLE DOG
+(
+    PET_OWNER     INT,
+    PET_OWNER_KEY INT,
+    NAME          VARCHAR(255)
+);
+
+CREATE TABLE FISH
+(
+    PET_OWNER     INT,
+    PET_OWNER_KEY INT,
+    NAME          VARCHAR(255)
+);
+
diff --git a/jdbc/singlequeryloading/src/test/java/example/springdata/jdbc/singlequeryloading/SingleQueryLoadingApplicationTests.java b/jdbc/singlequeryloading/src/test/java/example/springdata/jdbc/singlequeryloading/SingleQueryLoadingApplicationTests.java
new file mode 100644
index 000000000..73768f8fa
--- /dev/null
+++ b/jdbc/singlequeryloading/src/test/java/example/springdata/jdbc/singlequeryloading/SingleQueryLoadingApplicationTests.java
@@ -0,0 +1,108 @@
+/*
+ * Copyright 2023 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      https://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package example.springdata.jdbc.singlequeryloading;
+
+import org.junit.jupiter.api.BeforeEach;
+import org.junit.jupiter.api.Test;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.boot.test.autoconfigure.jdbc.AutoConfigureTestDatabase;
+import org.springframework.boot.test.autoconfigure.jdbc.JdbcTest;
+import org.springframework.data.jdbc.core.JdbcAggregateTemplate;
+import org.springframework.data.relational.core.query.Criteria;
+import org.springframework.data.relational.core.query.CriteriaDefinition;
+import org.springframework.data.relational.core.query.Query;
+
+import java.util.List;
+
+import static org.assertj.core.api.Assertions.*;
+
+/**
+ * Run tests demonstrating the use of Single Query Loading. You'll have to observe the executed queries.
+ *
+ * @author Jens Schauder
+ */
+@JdbcTest
+@AutoConfigureTestDatabase(replace = AutoConfigureTestDatabase.Replace.NONE)
+class SingleQueryLoadingApplicationTests {
+
+	@Autowired
+	PetOwnerRepository petOwners;
+	@Autowired
+	JdbcAggregateTemplate template;
+	private PetOwner emil;
+	private PetOwner marry;
+
+	@BeforeEach
+	void setup() {
+		petOwners.deleteAll();
+		emil = petOwners.save(new PetOwner("Emil",
+				List.of(
+						new Cat("Edgar"),
+						new Cat("Einstein"),
+						new Cat("Elliot"),
+						new Cat("Elton"),
+						new Cat("Evan")
+				),
+				List.of(
+						new Dog("Eric"),
+						new Dog("Eddie"),
+						new Dog("Eke"),
+						new Dog("Echo")
+				),
+				List.of(
+						new Fish("Floaty")
+				)
+
+		));
+
+		marry = petOwners.save(new PetOwner("Marry",
+				List.of(
+						new Cat("Mars"),
+						new Cat("Maverick"),
+						new Cat("Max")
+				),
+				List.of(
+						new Dog("Molly"),
+						new Dog("Murphy"),
+						new Dog("Madison"),
+						new Dog("Macie")
+				),
+				List.of(
+						new Fish("Mahi Mahi"),
+						new Fish("Mr. Limpet")
+				)
+		));
+	}
+
+	@Test
+	void loadById() {
+
+		PetOwner emilReloaded = petOwners.findById(emil.Id).orElseThrow();
+
+		assertThat(emilReloaded).isEqualTo(emil);
+
+	}
+
+	@Test
+	void loadByName() {
+
+		CriteriaDefinition criteria = Criteria.where("name").is("Marry");
+		Query query = Query.query(criteria);
+		List<PetOwner> marries = (List<PetOwner>) template.findAll(query, PetOwner.class);
+		assertThat(marries).containsExactly(marry);
+	}
+
+}

From 7c696ac1964f3943c65e187935f2b178d82b71ff Mon Sep 17 00:00:00 2001
From: Jens Schauder <jschauder@vmware.com>
Date: Tue, 7 Nov 2023 12:39:58 +0100
Subject: [PATCH 07/42] Polishing.

Update README files to reference all the examples for Spring Data JDBC.
Also fix a typo in another README.

See #675
---
 README.adoc                     | 6 ++++++
 jdbc/graalvm-native/README.adoc | 2 +-
 2 files changed, 7 insertions(+), 1 deletion(-)

diff --git a/README.adoc b/README.adoc
index 1538137f7..969f5a743 100644
--- a/README.adoc
+++ b/README.adoc
@@ -23,8 +23,14 @@ Local Elasticsearch instance must be running to run the tests.
 == Spring Data JDBC
 
 * `basic` - Basic usage of Spring Data JDBC.
+* `graalvm-native` - This example compiles a basic Spring Data JDBC application into a GraalVM native image.
+* `howto` - A collection of projects to go with the https://spring.io/blog/2021/09/09/spring-data-jdbc-how-to-use-custom-id-generation[Spring Data JDBC - How to blog posts].
 * `immutables` - Showing Spring Data JDBC usage
  with https://immutables.github.io/[Immutables]
+* `jmolecules` - Demonstrates the interaction of jMolecules with Spring Data JDBC.
+* `jooq` - Demonstrates how to use jOOQ and Spring Data JDBC together.
+* `mybatis` - Demonstrate how to use MyBatis to generate SQL for Spring Data JDBC.
+* `singlequeryloading` - Demonstrates how to enable Single Query Loading.
 
 == Spring Data JPA
 
diff --git a/jdbc/graalvm-native/README.adoc b/jdbc/graalvm-native/README.adoc
index be3f31b46..3aa10ed9b 100644
--- a/jdbc/graalvm-native/README.adoc
+++ b/jdbc/graalvm-native/README.adoc
@@ -1,6 +1,6 @@
 == Spring Data JDBC - GraalVM native image
 
-This example compiles a basic Spring Data JDBC appication into a GraalVM native image.
+This example compiles a basic Spring Data JDBC application into a GraalVM native image.
 
 === Install GraalVM & native image tooling
 

From 529fc71c33ba7dee0ea9250e8693537d051c8e4d Mon Sep 17 00:00:00 2001
From: Mark Paluch <mpaluch@vmware.com>
Date: Tue, 7 Nov 2023 15:47:37 +0100
Subject: [PATCH 08/42] Polishing.

Reformat code. Simplify config.

See #675
---
 jdbc/singlequeryloading/pom.xml               | 64 ++++++++---------
 .../jdbc/singlequeryloading/Config.java       | 13 ++--
 .../jdbc/singlequeryloading/PetOwner.java     | 28 ++++----
 .../PetOwnerRepository.java                   | 14 ++--
 .../SingleQueryLoadingApplicationTests.java   | 72 ++++++-------------
 5 files changed, 77 insertions(+), 114 deletions(-)

diff --git a/jdbc/singlequeryloading/pom.xml b/jdbc/singlequeryloading/pom.xml
index 4c174a1d1..c24bd8e13 100644
--- a/jdbc/singlequeryloading/pom.xml
+++ b/jdbc/singlequeryloading/pom.xml
@@ -1,41 +1,33 @@
-<?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 https://maven.apache.org/xsd/maven-4.0.0.xsd">
-    <modelVersion>4.0.0</modelVersion>
+<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 https://maven.apache.org/maven-v4_0_0.xsd">
+	<modelVersion>4.0.0</modelVersion>
 
-    <artifactId>singlequeryloading</artifactId>
-    <properties>
-        <maven.compiler.source>21</maven.compiler.source>
-        <maven.compiler.target>21</maven.compiler.target>
-    </properties>
+	<artifactId>singlequeryloading</artifactId>
 
-    <parent>
-        <groupId>org.springframework.data.examples</groupId>
-        <artifactId>spring-data-jdbc-examples</artifactId>
-        <version>2.0.0.BUILD-SNAPSHOT</version>
-        <relativePath>../pom.xml</relativePath>
-    </parent>
+	<parent>
+		<groupId>org.springframework.data.examples</groupId>
+		<artifactId>spring-data-jdbc-examples</artifactId>
+		<version>2.0.0.BUILD-SNAPSHOT</version>
+		<relativePath>../pom.xml</relativePath>
+	</parent>
 
+	<name>Spring Data JDBC - Demonstration of Single Query Loading</name>
+	<description>Sample project demonstrating Single Query Loading with Spring Data JDBC
+	</description>
 
-    <name>Spring Data JDBC - Demonstration of Single Query Loading</name>
-    <description>Sample project demonstrating Single Query Loading with Spring Data JDBC</description>
-
-    <dependencies>
-        <dependency>
-            <groupId>org.springframework.boot</groupId>
-            <artifactId>spring-boot-starter-data-jdbc</artifactId>
-        </dependency>
-        <dependency>
-            <groupId>org.springframework</groupId>
-            <artifactId>spring-test</artifactId>
-        </dependency>
-        <dependency>
-            <groupId>org.testcontainers</groupId>
-            <artifactId>postgresql</artifactId>
-        </dependency>
-        <dependency>
-            <groupId>org.postgresql</groupId>
-            <artifactId>postgresql</artifactId>
-        </dependency>
-    </dependencies>
+	<dependencies>
+		<dependency>
+			<groupId>org.springframework.boot</groupId>
+			<artifactId>spring-boot-starter-data-jdbc</artifactId>
+		</dependency>
+		<dependency>
+			<groupId>org.testcontainers</groupId>
+			<artifactId>postgresql</artifactId>
+		</dependency>
+		<dependency>
+			<groupId>org.postgresql</groupId>
+			<artifactId>postgresql</artifactId>
+		</dependency>
+	</dependencies>
 </project>
diff --git a/jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/Config.java b/jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/Config.java
index 4bcf284fb..b23133d84 100644
--- a/jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/Config.java
+++ b/jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/Config.java
@@ -5,7 +5,7 @@
  * you may not use this file except in compliance with the License.
  * You may obtain a copy of the License at
  *
- *      https://www.apache.org/licenses/LICENSE-2.0
+ *      http://www.apache.org/licenses/LICENSE-2.0
  *
  * Unless required by applicable law or agreed to in writing, software
  * distributed under the License is distributed on an "AS IS" BASIS,
@@ -15,6 +15,8 @@
  */
 package example.springdata.jdbc.singlequeryloading;
 
+import java.util.Optional;
+
 import org.springframework.boot.SpringBootConfiguration;
 import org.springframework.data.jdbc.core.convert.JdbcCustomConversions;
 import org.springframework.data.jdbc.core.mapping.JdbcMappingContext;
@@ -23,8 +25,6 @@
 import org.springframework.data.relational.RelationalManagedTypes;
 import org.springframework.data.relational.core.mapping.NamingStrategy;
 
-import java.util.Optional;
-
 /**
  * Spring application context configuration that enables Single Query Loading.
  *
@@ -34,11 +34,12 @@
 @EnableJdbcRepositories
 public class Config extends AbstractJdbcConfiguration {
 
-
 	@Override
-	public JdbcMappingContext jdbcMappingContext(Optional<NamingStrategy> namingStrategy, JdbcCustomConversions customConversions, RelationalManagedTypes jdbcManagedTypes) {
+	public JdbcMappingContext jdbcMappingContext(Optional<NamingStrategy> namingStrategy,
+			JdbcCustomConversions customConversions, RelationalManagedTypes jdbcManagedTypes) {
 
-		JdbcMappingContext jdbcMappingContext = super.jdbcMappingContext(namingStrategy, customConversions, jdbcManagedTypes);
+		JdbcMappingContext jdbcMappingContext = super.jdbcMappingContext(namingStrategy, customConversions,
+				jdbcManagedTypes);
 		jdbcMappingContext.setSingleQueryLoadingEnabled(true);
 		return jdbcMappingContext;
 	}
diff --git a/jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/PetOwner.java b/jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/PetOwner.java
index 8eb9c1099..bad882cc0 100644
--- a/jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/PetOwner.java
+++ b/jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/PetOwner.java
@@ -5,21 +5,21 @@
  * you may not use this file except in compliance with the License.
  * You may obtain a copy of the License at
  *
- *      https://www.apache.org/licenses/LICENSE-2.0
+ *      http://www.apache.org/licenses/LICENSE-2.0
  *
  * Unless required by applicable law or agreed to in writing, software
  * distributed under the License is distributed on an "AS IS" BASIS,
  * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  * See the License for the specific language governing permissions and
  * limitations under the License.
- */package example.springdata.jdbc.singlequeryloading;
-
-import org.springframework.data.annotation.Id;
+ */
+package example.springdata.jdbc.singlequeryloading;
 
-import java.util.ArrayList;
 import java.util.List;
 import java.util.Objects;
 
+import org.springframework.data.annotation.Id;
+
 /**
  * An aggregate with mutliple collections.
  *
@@ -27,16 +27,15 @@
  */
 class PetOwner {
 
-	@Id
-	Long Id;
+	@Id Long Id;
 
 	String name;
 
-	List<Dog> dogs = new ArrayList<>();
+	List<Dog> dogs;
 
-	List<Cat> cats = new ArrayList<>();
+	List<Cat> cats;
 
-	List<Fish> fish = new ArrayList<>();
+	List<Fish> fish;
 
 	public PetOwner(String name, List<Cat> cats, List<Dog> dogs, List<Fish> fish) {
 
@@ -48,10 +47,13 @@ public PetOwner(String name, List<Cat> cats, List<Dog> dogs, List<Fish> fish) {
 
 	@Override
 	public boolean equals(Object o) {
-		if (this == o) return true;
-		if (o == null || getClass() != o.getClass()) return false;
+		if (this == o)
+			return true;
+		if (o == null || getClass() != o.getClass())
+			return false;
 		PetOwner petOwner = (PetOwner) o;
-		return Objects.equals(Id, petOwner.Id) && Objects.equals(name, petOwner.name) && Objects.equals(dogs, petOwner.dogs) && Objects.equals(cats, petOwner.cats) && Objects.equals(fish, petOwner.fish);
+		return Objects.equals(Id, petOwner.Id) && Objects.equals(name, petOwner.name) && Objects.equals(dogs, petOwner.dogs)
+				&& Objects.equals(cats, petOwner.cats) && Objects.equals(fish, petOwner.fish);
 	}
 
 	@Override
diff --git a/jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/PetOwnerRepository.java b/jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/PetOwnerRepository.java
index 8fd2d4c6c..00f2084f4 100644
--- a/jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/PetOwnerRepository.java
+++ b/jdbc/singlequeryloading/src/main/java/example/springdata/jdbc/singlequeryloading/PetOwnerRepository.java
@@ -5,25 +5,21 @@
  * you may not use this file except in compliance with the License.
  * You may obtain a copy of the License at
  *
- *      https://www.apache.org/licenses/LICENSE-2.0
+ *      http://www.apache.org/licenses/LICENSE-2.0
  *
  * Unless required by applicable law or agreed to in writing, software
  * distributed under the License is distributed on an "AS IS" BASIS,
  * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  * See the License for the specific language governing permissions and
  * limitations under the License.
- */package example.springdata.jdbc.singlequeryloading;
-
-import org.springframework.data.repository.ListCrudRepository;
-
-import java.util.List;
+ */
+package example.springdata.jdbc.singlequeryloading;
 
+import org.springframework.data.repository.CrudRepository;
 
 /**
  * Repository to access {@link PetOwner} instances.
  *
  * @author Jens Schauder
  */
-interface PetOwnerRepository extends ListCrudRepository<PetOwner, Long> {
-	List<PetOwner> findByName(String marry);
-}
+interface PetOwnerRepository extends CrudRepository<PetOwner, Long> {}
diff --git a/jdbc/singlequeryloading/src/test/java/example/springdata/jdbc/singlequeryloading/SingleQueryLoadingApplicationTests.java b/jdbc/singlequeryloading/src/test/java/example/springdata/jdbc/singlequeryloading/SingleQueryLoadingApplicationTests.java
index 73768f8fa..6733eca4e 100644
--- a/jdbc/singlequeryloading/src/test/java/example/springdata/jdbc/singlequeryloading/SingleQueryLoadingApplicationTests.java
+++ b/jdbc/singlequeryloading/src/test/java/example/springdata/jdbc/singlequeryloading/SingleQueryLoadingApplicationTests.java
@@ -5,7 +5,7 @@
  * you may not use this file except in compliance with the License.
  * You may obtain a copy of the License at
  *
- *      https://www.apache.org/licenses/LICENSE-2.0
+ *      http://www.apache.org/licenses/LICENSE-2.0
  *
  * Unless required by applicable law or agreed to in writing, software
  * distributed under the License is distributed on an "AS IS" BASIS,
@@ -15,19 +15,19 @@
  */
 package example.springdata.jdbc.singlequeryloading;
 
+import static org.assertj.core.api.Assertions.*;
+import static org.springframework.data.relational.core.query.Criteria.*;
+import static org.springframework.data.relational.core.query.Query.*;
+
+import java.util.List;
+
 import org.junit.jupiter.api.BeforeEach;
 import org.junit.jupiter.api.Test;
+
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.boot.test.autoconfigure.jdbc.AutoConfigureTestDatabase;
 import org.springframework.boot.test.autoconfigure.jdbc.JdbcTest;
 import org.springframework.data.jdbc.core.JdbcAggregateTemplate;
-import org.springframework.data.relational.core.query.Criteria;
-import org.springframework.data.relational.core.query.CriteriaDefinition;
-import org.springframework.data.relational.core.query.Query;
-
-import java.util.List;
-
-import static org.assertj.core.api.Assertions.*;
 
 /**
  * Run tests demonstrating the use of Single Query Loading. You'll have to observe the executed queries.
@@ -38,52 +38,26 @@
 @AutoConfigureTestDatabase(replace = AutoConfigureTestDatabase.Replace.NONE)
 class SingleQueryLoadingApplicationTests {
 
-	@Autowired
-	PetOwnerRepository petOwners;
-	@Autowired
-	JdbcAggregateTemplate template;
+	@Autowired PetOwnerRepository petOwners;
+	@Autowired JdbcAggregateTemplate template;
+
 	private PetOwner emil;
 	private PetOwner marry;
 
 	@BeforeEach
 	void setup() {
+
 		petOwners.deleteAll();
-		emil = petOwners.save(new PetOwner("Emil",
-				List.of(
-						new Cat("Edgar"),
-						new Cat("Einstein"),
-						new Cat("Elliot"),
-						new Cat("Elton"),
-						new Cat("Evan")
-				),
-				List.of(
-						new Dog("Eric"),
-						new Dog("Eddie"),
-						new Dog("Eke"),
-						new Dog("Echo")
-				),
-				List.of(
-						new Fish("Floaty")
-				)
 
+		emil = petOwners.save(new PetOwner("Emil", //
+				List.of(new Cat("Edgar"), new Cat("Einstein"), new Cat("Elliot"), new Cat("Elton"), new Cat("Evan")), //
+				List.of(new Dog("Eric"), new Dog("Eddie"), new Dog("Eke"), new Dog("Echo")), //
+				List.of(new Fish("Floaty Mc Floatface")) //
 		));
 
-		marry = petOwners.save(new PetOwner("Marry",
-				List.of(
-						new Cat("Mars"),
-						new Cat("Maverick"),
-						new Cat("Max")
-				),
-				List.of(
-						new Dog("Molly"),
-						new Dog("Murphy"),
-						new Dog("Madison"),
-						new Dog("Macie")
-				),
-				List.of(
-						new Fish("Mahi Mahi"),
-						new Fish("Mr. Limpet")
-				)
+		marry = petOwners.save(new PetOwner("Marry", List.of(new Cat("Mars"), new Cat("Maverick"), new Cat("Max")), //
+				List.of(new Dog("Molly"), new Dog("Murphy"), new Dog("Madison"), new Dog("Macie")), //
+				List.of(new Fish("Mahi Mahi"), new Fish("Mr. Limpet")) //
 		));
 	}
 
@@ -93,15 +67,13 @@ void loadById() {
 		PetOwner emilReloaded = petOwners.findById(emil.Id).orElseThrow();
 
 		assertThat(emilReloaded).isEqualTo(emil);
-
 	}
 
 	@Test
-	void loadByName() {
+	void loadByNameUsingTemplate() {
+
+		List<PetOwner> marries = (List<PetOwner>) template.findAll(query(where("name").is("Marry")), PetOwner.class);
 
-		CriteriaDefinition criteria = Criteria.where("name").is("Marry");
-		Query query = Query.query(criteria);
-		List<PetOwner> marries = (List<PetOwner>) template.findAll(query, PetOwner.class);
 		assertThat(marries).containsExactly(marry);
 	}
 

From d33d6810d77ade1cf39b3f45f25cf7a98bdf8b18 Mon Sep 17 00:00:00 2001
From: Mark Paluch <mark.paluch@broadcom.com>
Date: Tue, 9 Jan 2024 10:50:06 +0100
Subject: [PATCH 09/42] Upgrade to Spring Boot 3.2.

Closes #669
---
 pom.xml | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/pom.xml b/pom.xml
index eb0b0fab6..230032eeb 100644
--- a/pom.xml
+++ b/pom.xml
@@ -13,7 +13,7 @@
 	<parent>
 		<groupId>org.springframework.boot</groupId>
 		<artifactId>spring-boot-starter-parent</artifactId>
-		<version>3.2.0-RC2</version>
+		<version>3.2.1</version>
 	</parent>
 
 	<modules>
@@ -38,7 +38,6 @@
 		<apt.version>1.1.3</apt.version>
 		<jvm.enable-preview></jvm.enable-preview>
 		<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
-		<spring-data-bom.version>2023.1.0-SNAPSHOT</spring-data-bom.version>
 	</properties>
 
 	<profiles>
@@ -52,7 +51,7 @@
 		<profile>
 			<id>spring-data-next</id>
 			<properties>
-				<spring-data-bom.version>2023.1.0-SNAPSHOT</spring-data-bom.version>
+				<spring-data-bom.version>2023.1.2-SNAPSHOT</spring-data-bom.version>
 			</properties>
 		</profile>
 

From 4caa29cc7e6b4931d8c807740d7476ef9a90402f Mon Sep 17 00:00:00 2001
From: Eric Haag <ehaag@gradle.com>
Date: Fri, 19 Jan 2024 02:39:59 -0600
Subject: [PATCH 10/42] Update Revved up by Develocity badge.

Closes #678
---
 README.adoc | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.adoc b/README.adoc
index 969f5a743..235e3fbef 100644
--- a/README.adoc
+++ b/README.adoc
@@ -1,4 +1,4 @@
-= Spring Data Examples image:https://img.shields.io/badge/Revved%20up%20by-Gradle%20Enterprise-06A0CE?logo=Gradle&labelColor=02303A["Revved up by Gradle Enterprise", link="https://ge.spring.io/scans?search.rootProjectNames=Spring Data - Examples"]
+= Spring Data Examples image:https://img.shields.io/badge/Revved%20up%20by-Develocity-06A0CE?logo=Gradle&labelColor=02303A["Revved up by Develocity", link="https://ge.spring.io/scans?search.rootProjectNames=Spring Data - Examples"]
 
 image:https://travis-ci.org/spring-projects/spring-data-examples.svg?branch=main[Build Status,link=https://travis-ci.org/spring-projects/spring-data-examples]
 

From 374307235c6a947d6412a28ea327dd9aaebbbd1b Mon Sep 17 00:00:00 2001
From: Tim Sparg <timothy.sparg@gmail.com>
Date: Fri, 26 Jul 2024 14:46:13 +0200
Subject: [PATCH 11/42] Fix Spring Data Querydsl example.

The io.github.jpenren:thymeleaf-spring-data-dialect dependency was out of sync with thymeleaf causing an error when you tried to access the index page.

Additionally Added a TestApplication and revamped the TestContainers usage.
---
 web/querydsl/README.md                        |  5 +--
 web/querydsl/pom.xml                          | 18 +++++++--
 .../src/main/resources/templates/index.html   | 16 +++++---
 .../java/example/users/ApplicationTests.java  | 28 +++-----------
 .../java/example/users/TestApplication.java   | 29 ++++++++++++++
 .../users/TestcontainersConfiguration.java    | 38 +++++++++++++++++++
 6 files changed, 99 insertions(+), 35 deletions(-)
 create mode 100644 web/querydsl/src/test/java/example/users/TestApplication.java
 create mode 100644 web/querydsl/src/test/java/example/users/TestcontainersConfiguration.java

diff --git a/web/querydsl/README.md b/web/querydsl/README.md
index b8aab84c5..91ae105c5 100644
--- a/web/querydsl/README.md
+++ b/web/querydsl/README.md
@@ -4,9 +4,8 @@ This example shows some of the Spring Data Querydsl integration features with Sp
 
 ## Quickstart
 
-1. Install MongoDB (http://www.mongodb.org/downloads, unzip, run `mkdir data`, run `bin/mongod --dbpath=data`)
-2. Build and run the app (`mvn spring-boot:run`)
-4. Access app directly via its UI (`http://localhost:8080/`).
+1. Build and run the app (`mvn spring-boot:test-run`)
+2. Access app directly via its UI (`http://localhost:8080/`).
 
 ## Interesting bits
 
diff --git a/web/querydsl/pom.xml b/web/querydsl/pom.xml
index 36ab136b2..d2a1c4991 100644
--- a/web/querydsl/pom.xml
+++ b/web/querydsl/pom.xml
@@ -58,20 +58,20 @@
 		<dependency>
 			<groupId>io.github.jpenren</groupId>
 			<artifactId>thymeleaf-spring-data-dialect</artifactId>
-			<version>3.3.0</version>
+			<version>3.6.0</version>
 		</dependency>
 
 		<dependency>
 			<groupId>org.webjars</groupId>
 			<artifactId>jquery</artifactId>
-			<version>2.1.3</version>
+			<version>3.7.1</version>
 			<scope>runtime</scope>
 		</dependency>
 
 		<dependency>
 			<groupId>org.webjars</groupId>
 			<artifactId>bootstrap</artifactId>
-			<version>3.3.4</version>
+			<version>5.3.3</version>
 			<scope>runtime</scope>
 		</dependency>
 
@@ -94,6 +94,18 @@
 			<scope>test</scope>
 		</dependency>
 
+		<dependency>
+			<groupId>org.testcontainers</groupId>
+			<artifactId>junit-jupiter</artifactId>
+			<scope>test</scope>
+		</dependency>
+
+		<dependency>
+			<groupId>org.springframework.boot</groupId>
+			<artifactId>spring-boot-testcontainers</artifactId>
+			<scope>test</scope>
+		</dependency>
+
 	</dependencies>
 
 	<build>
diff --git a/web/querydsl/src/main/resources/templates/index.html b/web/querydsl/src/main/resources/templates/index.html
index 6e59b3e99..42425f2c7 100644
--- a/web/querydsl/src/main/resources/templates/index.html
+++ b/web/querydsl/src/main/resources/templates/index.html
@@ -23,23 +23,27 @@ <h3 class="panel-title">Search</h3>
 
 					<div class="form-group col-sm-6">
 						<label for="firstname" class="control-label">Firstname:</label>
-						<input id="firstname" name="firstname" th:value="${#httpServletRequest.getParameter('firstname')}" type="text" class="form-control" autofocus="autofocus" />
+						<input id="firstname" name="firstname" th:value="${param.firstname}" type="text" class="form-control" autofocus="autofocus" />
 					</div>
 					<div class="form-group col-sm-6">
 						<label for="lastname" class="control-label">Lastname:</label>
-						<input id="lastname" name="lastname" th:value="${#httpServletRequest.getParameter('lastname')}" type="text" class="form-control" autofocus="autofocus" />
+						<input id="lastname" name="lastname" th:value="${param.lastname}" type="text" class="form-control" autofocus="autofocus" />
 					</div>
 					<div class="form-group col-sm-6">
 						<label for="address.city" class="control-label">City:</label>
-						<input id="address.city" name="address.city" th:value="${#httpServletRequest.getParameter('address.city')}" type="text" class="form-control" />
+						<input id="address.city" name="address.city" th:value="${param['address.city']}" type="text"
+							   class="form-control" />
 					</div>
 					<div class="form-group col-sm-6">
 						<label for="address.street" class="control-label">Street:</label>
-						<input id="address.street" name="address.street" th:value="${#httpServletRequest.getParameter('address.street')}" type="text" class="form-control" />
+						<input id="address.street" name="address.street" th:value="${param['address.street']}"
+							   type="text"
+							   class="form-control" />
 					</div>
 					<div class="form-group col-sm-6">
 						<label for="nationality" class="control-label">Nationality:</label>
-						<input id="nationality" name="nationality" th:value="${#httpServletRequest.getParameter('nationality')}" type="text" class="form-control" />
+						<input id="nationality" name="nationality" th:value="${param.nationality}" type="text"
+							   class="form-control" />
 					</div>
 					<div class="form-group col-sm-12">
 						<button id="submit" type="submit" class="btn btn-default">Submit</button>
@@ -75,7 +79,7 @@ <h3 class="panel-title">Search</h3>
 				<tr th:each="user : ${users}">
 					<td th:text="${users.number * users.size + userStat.index + 1} + '.'">1.</td>
 					<td class="text-center">
-						<img th:src="${user.picture.small}" class="img-circle" />
+						<img th:src="${user.picture.small}" class="rounded-circle" />
 					</td>
 					<td th:text="${user.firstname}">Firstname</td>
 					<td th:text="${user.lastname}">Lastname</td>
diff --git a/web/querydsl/src/test/java/example/users/ApplicationTests.java b/web/querydsl/src/test/java/example/users/ApplicationTests.java
index 594ea2331..0f83c0706 100644
--- a/web/querydsl/src/test/java/example/users/ApplicationTests.java
+++ b/web/querydsl/src/test/java/example/users/ApplicationTests.java
@@ -1,5 +1,5 @@
 /*
- * Copyright 2017-2021 the original author or authors.
+ * Copyright 2017-2024 the original author or authors.
  *
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
@@ -15,44 +15,26 @@
  */
 package example.users;
 
-
 import org.junit.jupiter.api.Test;
-
 import org.springframework.boot.test.context.SpringBootTest;
-import org.springframework.test.context.DynamicPropertyRegistry;
-import org.springframework.test.context.DynamicPropertySource;
+import org.springframework.boot.testcontainers.service.connection.ServiceConnection;
 import org.testcontainers.containers.MongoDBContainer;
 import org.testcontainers.junit.jupiter.Container;
 import org.testcontainers.junit.jupiter.Testcontainers;
-import org.testcontainers.utility.DockerImageName;
 
 /**
  * @author Oliver Gierke
  * @author Divya Srivastava
+ * @author Tim Sparg
  */
 @Testcontainers
 @SpringBootTest
 class ApplicationTests {
 
-	@Container //
-	private static MongoDBContainer mongoDBContainer = MongoContainers.getDefaultContainer();
-
-	@DynamicPropertySource
-	static void setProperties(DynamicPropertyRegistry registry) {
-		registry.add("spring.data.mongodb.uri", mongoDBContainer::getReplicaSetUrl);
-	}
+	@Container
+	@ServiceConnection static MongoDBContainer mongoDBContainer = new MongoDBContainer("mongo:7");
 
 	@Test
 	void contextBootstraps() {}
 
-	static class MongoContainers {
-
-		private static final String IMAGE_NAME = "mongo:5.0";
-		private static final String IMAGE_NAME_PROPERTY = "mongo.default.image.name";
-
-		public static MongoDBContainer getDefaultContainer() {
-			return new MongoDBContainer(DockerImageName.parse(System.getProperty(IMAGE_NAME_PROPERTY, IMAGE_NAME)))
-					.withReuse(true);
-		}
-	}
 }
diff --git a/web/querydsl/src/test/java/example/users/TestApplication.java b/web/querydsl/src/test/java/example/users/TestApplication.java
new file mode 100644
index 000000000..15f6c4842
--- /dev/null
+++ b/web/querydsl/src/test/java/example/users/TestApplication.java
@@ -0,0 +1,29 @@
+/*
+ * Copyright 2024 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      https://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package example.users;
+
+import org.springframework.boot.SpringApplication;
+
+/**
+ * @author Tim Sparg
+ */
+public class TestApplication {
+
+	public static void main(String[] args) {
+		SpringApplication.from(Application::main).with(TestcontainersConfiguration.class).run(args);
+	}
+
+}
diff --git a/web/querydsl/src/test/java/example/users/TestcontainersConfiguration.java b/web/querydsl/src/test/java/example/users/TestcontainersConfiguration.java
new file mode 100644
index 000000000..0749dc685
--- /dev/null
+++ b/web/querydsl/src/test/java/example/users/TestcontainersConfiguration.java
@@ -0,0 +1,38 @@
+/*
+ * Copyright 2024 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      https://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package example.users;
+
+import org.springframework.boot.devtools.restart.RestartScope;
+import org.springframework.boot.test.context.TestConfiguration;
+import org.springframework.boot.testcontainers.service.connection.ServiceConnection;
+import org.springframework.context.annotation.Bean;
+import org.testcontainers.containers.MongoDBContainer;
+import org.testcontainers.utility.DockerImageName;
+
+/**
+ * @author Tim Sparg
+ */
+@TestConfiguration(proxyBeanMethods = false)
+public class TestcontainersConfiguration {
+
+	@Bean
+	@ServiceConnection
+	@RestartScope
+	MongoDBContainer mongoDbContainer() {
+		return new MongoDBContainer(DockerImageName.parse("mongo:7"));
+	}
+
+}

From 9988a78cba853a3f5ea08b8501a933f4f8c3d065 Mon Sep 17 00:00:00 2001
From: Oliver Drotbohm <oliver.drotbohm@broadcom.com>
Date: Mon, 29 Jul 2024 16:13:14 +0200
Subject: [PATCH 12/42] Polishing.

Consistently use array access syntax in template. Use page offset to calculate numbering. Use latest MongoDB Docker image.
---
 web/querydsl/src/main/resources/templates/index.html   | 10 +++++-----
 .../src/test/java/example/users/TestApplication.java   |  6 ++++--
 .../example/users/TestcontainersConfiguration.java     |  4 ++--
 3 files changed, 11 insertions(+), 9 deletions(-)

diff --git a/web/querydsl/src/main/resources/templates/index.html b/web/querydsl/src/main/resources/templates/index.html
index 42425f2c7..92abc3d0c 100644
--- a/web/querydsl/src/main/resources/templates/index.html
+++ b/web/querydsl/src/main/resources/templates/index.html
@@ -23,11 +23,11 @@ <h3 class="panel-title">Search</h3>
 
 					<div class="form-group col-sm-6">
 						<label for="firstname" class="control-label">Firstname:</label>
-						<input id="firstname" name="firstname" th:value="${param.firstname}" type="text" class="form-control" autofocus="autofocus" />
+						<input id="firstname" name="firstname" th:value="${param['firstname']}" type="text" class="form-control" autofocus="autofocus" />
 					</div>
 					<div class="form-group col-sm-6">
 						<label for="lastname" class="control-label">Lastname:</label>
-						<input id="lastname" name="lastname" th:value="${param.lastname}" type="text" class="form-control" autofocus="autofocus" />
+						<input id="lastname" name="lastname" th:value="${param['lastname']}" type="text" class="form-control" autofocus="autofocus" />
 					</div>
 					<div class="form-group col-sm-6">
 						<label for="address.city" class="control-label">City:</label>
@@ -42,7 +42,7 @@ <h3 class="panel-title">Search</h3>
 					</div>
 					<div class="form-group col-sm-6">
 						<label for="nationality" class="control-label">Nationality:</label>
-						<input id="nationality" name="nationality" th:value="${param.nationality}" type="text"
+						<input id="nationality" name="nationality" th:value="${param['nationality']}" type="text"
 							   class="form-control" />
 					</div>
 					<div class="form-group col-sm-12">
@@ -73,11 +73,11 @@ <h3 class="panel-title">Search</h3>
 					<th>City</th>
 					<th>Street</th>
 					<th>Email</th>
-				</tr>	
+				</tr>
 			</thead>
 			<tbody>
 				<tr th:each="user : ${users}">
-					<td th:text="${users.number * users.size + userStat.index + 1} + '.'">1.</td>
+					<td th:text="${users.pageable.offset + userStat.index + 1} + '.'">1.</td>
 					<td class="text-center">
 						<img th:src="${user.picture.small}" class="rounded-circle" />
 					</td>
diff --git a/web/querydsl/src/test/java/example/users/TestApplication.java b/web/querydsl/src/test/java/example/users/TestApplication.java
index 15f6c4842..054772e49 100644
--- a/web/querydsl/src/test/java/example/users/TestApplication.java
+++ b/web/querydsl/src/test/java/example/users/TestApplication.java
@@ -19,11 +19,13 @@
 
 /**
  * @author Tim Sparg
+ * @author Oliver Drotbohm
  */
 public class TestApplication {
 
 	public static void main(String[] args) {
-		SpringApplication.from(Application::main).with(TestcontainersConfiguration.class).run(args);
+		SpringApplication.from(Application::main)
+				.with(TestcontainersConfiguration.class)
+				.run(args);
 	}
-
 }
diff --git a/web/querydsl/src/test/java/example/users/TestcontainersConfiguration.java b/web/querydsl/src/test/java/example/users/TestcontainersConfiguration.java
index 0749dc685..077a7d4f3 100644
--- a/web/querydsl/src/test/java/example/users/TestcontainersConfiguration.java
+++ b/web/querydsl/src/test/java/example/users/TestcontainersConfiguration.java
@@ -24,6 +24,7 @@
 
 /**
  * @author Tim Sparg
+ * @author Oliver Drotbohm
  */
 @TestConfiguration(proxyBeanMethods = false)
 public class TestcontainersConfiguration {
@@ -32,7 +33,6 @@ public class TestcontainersConfiguration {
 	@ServiceConnection
 	@RestartScope
 	MongoDBContainer mongoDbContainer() {
-		return new MongoDBContainer(DockerImageName.parse("mongo:7"));
+		return new MongoDBContainer(DockerImageName.parse("mongo:latest"));
 	}
-
 }

From 9bc05558ee51b01e8f923260f976e3065229982b Mon Sep 17 00:00:00 2001
From: Jens Schauder <jens.schauder@broadcom.com>
Date: Mon, 12 Aug 2024 09:40:30 +0200
Subject: [PATCH 13/42] Add note about storage of tenant.

Closes #686
---
 jpa/multitenant/README.adoc | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/jpa/multitenant/README.adoc b/jpa/multitenant/README.adoc
index 0c7511491..d4f21f927 100644
--- a/jpa/multitenant/README.adoc
+++ b/jpa/multitenant/README.adoc
@@ -8,3 +8,5 @@ Each uses a different strategy to separate data by tenant:
 2. Use a separate schema per tenant
 3. Use a separate database per tenant.
 
+_The contained projects are only examples how to use Hibernates Multitenant feature with Spring Data JPA.
+For any real application a decision has to be made how to scope a tenant. Storing it in a singleton as in the examples is for most cases not an appropriate solution._

From 6e06bf6a17a87c670506de12642d410a8393232d Mon Sep 17 00:00:00 2001
From: Oliver Drotbohm <oliver.drotbohm@broadcom.com>
Date: Thu, 15 Aug 2024 15:33:24 +0200
Subject: [PATCH 14/42] Switch to Develocity.

---
 .gitignore                 |  1 +
 .mvn/extensions.xml        | 11 +++--------
 .mvn/gradle-enterprise.xml | 31 -------------------------------
 bom/pom.xml                |  6 +++---
 pom.xml                    |  6 +++---
 5 files changed, 10 insertions(+), 45 deletions(-)
 delete mode 100644 .mvn/gradle-enterprise.xml

diff --git a/.gitignore b/.gitignore
index 673f29c88..7cc5f4de1 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,6 +1,7 @@
 .project
 .classpath
 .springBeans
+.develocity/
 .settings/
 target/
 .mvn/.gradle-enterprise
diff --git a/.mvn/extensions.xml b/.mvn/extensions.xml
index 2c7828bdd..1e3bb355f 100644
--- a/.mvn/extensions.xml
+++ b/.mvn/extensions.xml
@@ -1,13 +1,8 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <extensions>
 	<extension>
-		<groupId>com.gradle</groupId>
-		<artifactId>gradle-enterprise-maven-extension</artifactId>
-		<version>1.18.1</version>
-	</extension>
-	<extension>
-		<groupId>com.gradle</groupId>
-		<artifactId>common-custom-user-data-maven-extension</artifactId>
-		<version>1.12.3</version>
+		<groupId>io.spring.develocity.conventions</groupId>
+		<artifactId>develocity-conventions-maven-extension</artifactId>
+		<version>0.0.19</version>
 	</extension>
 </extensions>
diff --git a/.mvn/gradle-enterprise.xml b/.mvn/gradle-enterprise.xml
deleted file mode 100644
index bbe439e12..000000000
--- a/.mvn/gradle-enterprise.xml
+++ /dev/null
@@ -1,31 +0,0 @@
-<?xml version="1.0" encoding="UTF-8" standalone="yes" ?>
-<gradleEnterprise
-		xmlns="https://www.gradle.com/gradle-enterprise-maven" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
-		xsi:schemaLocation="https://www.gradle.com/gradle-enterprise-maven https://www.gradle.com/schema/gradle-enterprise-maven.xsd">
-	<server>
-		<url>https://ge.spring.io</url>
-	</server>
-	<buildScan>
-		<backgroundBuildScanUpload>#{isFalse(env['CI'])}</backgroundBuildScanUpload>
-		<captureGoalInputFiles>true</captureGoalInputFiles>
-		<publishIfAuthenticated>true</publishIfAuthenticated>
-		<obfuscation>
-			<ipAddresses>#{{'0.0.0.0'}}</ipAddresses>
-		</obfuscation>
-	</buildScan>
-	<buildCache>
-		<local>
-			<enabled>true</enabled>
-		</local>
-		<remote>
-			<server>
-				<credentials>
-					<username>${env.GRADLE_ENTERPRISE_CACHE_USERNAME}</username>
-					<password>${env.GRADLE_ENTERPRISE_CACHE_PASSWORD}</password>
-				</credentials>
-			</server>
-			<enabled>true</enabled>
-			<storeEnabled>#{env['GRADLE_ENTERPRISE_CACHE_USERNAME'] != null and env['GRADLE_ENTERPRISE_CACHE_PASSWORD'] != null}</storeEnabled>
-		</remote>
-	</buildCache>
-</gradleEnterprise>
diff --git a/bom/pom.xml b/bom/pom.xml
index df1dd1273..507efd36c 100644
--- a/bom/pom.xml
+++ b/bom/pom.xml
@@ -55,9 +55,9 @@
 			<plugins>
 				<plugin>
 					<groupId>com.gradle</groupId>
-					<artifactId>gradle-enterprise-maven-extension</artifactId>
+					<artifactId>develocity-maven-extension</artifactId>
 					<configuration>
-						<gradleEnterprise>
+						<develocity>
 							<plugins>
 								<plugin>
 									<artifactId>maven-surefire-plugin</artifactId>
@@ -66,7 +66,7 @@
 									</outputs>
 								</plugin>
 							</plugins>
-						</gradleEnterprise>
+						</develocity>
 					</configuration>
 				</plugin>
 			</plugins>
diff --git a/pom.xml b/pom.xml
index 230032eeb..96c012dd0 100644
--- a/pom.xml
+++ b/pom.xml
@@ -190,9 +190,9 @@
 			<plugins>
 				<plugin>
 					<groupId>com.gradle</groupId>
-					<artifactId>gradle-enterprise-maven-extension</artifactId>
+					<artifactId>develocity-maven-extension</artifactId>
 					<configuration>
-						<gradleEnterprise>
+						<develocity>
 							<plugins>
 								<plugin>
 									<artifactId>maven-surefire-plugin</artifactId>
@@ -201,7 +201,7 @@
 									</outputs>
 								</plugin>
 							</plugins>
-						</gradleEnterprise>
+						</develocity>
 					</configuration>
 				</plugin>
 			</plugins>

From cb50e716b6eff3c10432c5fcb6232245f7c65519 Mon Sep 17 00:00:00 2001
From: Oliver Drotbohm <oliver.drotbohm@broadcom.com>
Date: Thu, 15 Aug 2024 15:33:46 +0200
Subject: [PATCH 15/42] Fix MultiTenantConnectionProvider implementations in
 Hibernate examples.

---
 .../db/NoOpConnectionProvider.java            | 25 +++++++++++--------
 .../schema/ExampleConnectionProvider.java     | 12 ++++++---
 2 files changed, 23 insertions(+), 14 deletions(-)

diff --git a/jpa/multitenant/db/src/main/java/example/springdata/jpa/hibernatemultitenant/db/NoOpConnectionProvider.java b/jpa/multitenant/db/src/main/java/example/springdata/jpa/hibernatemultitenant/db/NoOpConnectionProvider.java
index 7e3a48b09..d4e4548ae 100644
--- a/jpa/multitenant/db/src/main/java/example/springdata/jpa/hibernatemultitenant/db/NoOpConnectionProvider.java
+++ b/jpa/multitenant/db/src/main/java/example/springdata/jpa/hibernatemultitenant/db/NoOpConnectionProvider.java
@@ -42,17 +42,6 @@ public void releaseAnyConnection(Connection connection) throws SQLException {
 		connection.close();
 	}
 
-	@Override
-	public Connection getConnection(String schema) throws SQLException {
-
-		return dataSource.getConnection();
-	}
-
-	@Override
-	public void releaseConnection(String s, Connection connection) throws SQLException {
-		connection.close();
-	}
-
 	@Override
 	public boolean supportsAggressiveRelease() {
 		return false;
@@ -72,4 +61,18 @@ public <T> T unwrap(Class<T> aClass) {
 	public void customize(Map<String, Object> hibernateProperties) {
 		hibernateProperties.put(AvailableSettings.MULTI_TENANT_CONNECTION_PROVIDER, this);
 	}
+
+	@Override
+	public Connection getConnection(Object tenantIdentifier) throws SQLException {
+		return dataSource.getConnection();
+	}
+
+	/*
+	 * (non-Javadoc)
+	 * @see org.hibernate.engine.jdbc.connections.spi.MultiTenantConnectionProvider#releaseConnection(java.lang.Object, java.sql.Connection)
+	 */
+	@Override
+	public void releaseConnection(Object tenantIdentifier, Connection connection) throws SQLException {
+		connection.close();
+	}
 }
diff --git a/jpa/multitenant/schema/src/main/java/example/springdata/jpa/hibernatemultitenant/schema/ExampleConnectionProvider.java b/jpa/multitenant/schema/src/main/java/example/springdata/jpa/hibernatemultitenant/schema/ExampleConnectionProvider.java
index c482c5f8c..cacd066d8 100644
--- a/jpa/multitenant/schema/src/main/java/example/springdata/jpa/hibernatemultitenant/schema/ExampleConnectionProvider.java
+++ b/jpa/multitenant/schema/src/main/java/example/springdata/jpa/hibernatemultitenant/schema/ExampleConnectionProvider.java
@@ -43,14 +43,20 @@ public void releaseAnyConnection(Connection connection) throws SQLException {
 	}
 
 	@Override
-	public Connection getConnection(String schema) throws SQLException {
+	public Connection getConnection(Object tenantIdentifier) throws SQLException {
+
 		final Connection connection = dataSource.getConnection();
-		connection.setSchema(schema);
+		connection.setSchema(tenantIdentifier.toString());
 		return connection;
 	}
 
+	/*
+	 * (non-Javadoc)
+	 * @see org.hibernate.engine.jdbc.connections.spi.MultiTenantConnectionProvider#releaseConnection(java.lang.Object, java.sql.Connection)
+	 */
 	@Override
-	public void releaseConnection(String s, Connection connection) throws SQLException {
+	public void releaseConnection(Object tenantIdentifier, Connection connection) throws SQLException {
+
 		connection.setSchema("PUBLIC");
 		connection.close();
 	}

From 5ceed4dbe2da7b8cc5b083e16ce0acdb1f19e829 Mon Sep 17 00:00:00 2001
From: Oliver Drotbohm <oliver.drotbohm@broadcom.com>
Date: Thu, 15 Aug 2024 15:33:59 +0200
Subject: [PATCH 16/42] Upgrade to Spring Boot 3.3.2.

---
 cassandra/util/pom.xml | 2 +-
 pom.xml                | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/cassandra/util/pom.xml b/cassandra/util/pom.xml
index adf66b173..3b72a57ef 100644
--- a/cassandra/util/pom.xml
+++ b/cassandra/util/pom.xml
@@ -31,7 +31,7 @@
 		</dependency>
 
 		<dependency>
-			<groupId>com.datastax.oss</groupId>
+			<groupId>org.apache.cassandra</groupId>
 			<artifactId>java-driver-core</artifactId>
 		</dependency>
 
diff --git a/pom.xml b/pom.xml
index 96c012dd0..06e0cc213 100644
--- a/pom.xml
+++ b/pom.xml
@@ -13,7 +13,7 @@
 	<parent>
 		<groupId>org.springframework.boot</groupId>
 		<artifactId>spring-boot-starter-parent</artifactId>
-		<version>3.2.1</version>
+		<version>3.3.2</version>
 	</parent>
 
 	<modules>

From 0852b850015d43a5c7d6043b1c1970fdab111413 Mon Sep 17 00:00:00 2001
From: Oliver Drotbohm <oliver.drotbohm@broadcom.com>
Date: Thu, 15 Aug 2024 15:34:05 +0200
Subject: [PATCH 17/42] Polishing.

---
 web/pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/web/pom.xml b/web/pom.xml
index f9899badc..30c94ab95 100644
--- a/web/pom.xml
+++ b/web/pom.xml
@@ -16,7 +16,7 @@
 	<inceptionYear>2015</inceptionYear>
 
 	<modules>
-	    <module>example</module>
+		<module>example</module>
 		<module>querydsl</module>
 		<module>projection</module>
 	</modules>

From 7835ce053300e0ea86c48a04e816efc3aec201f9 Mon Sep 17 00:00:00 2001
From: Oliver Drotbohm <oliver.drotbohm@broadcom.com>
Date: Thu, 15 Aug 2024 15:38:53 +0200
Subject: [PATCH 18/42] Remove duplicate dependency declaration.

---
 web/querydsl/pom.xml | 6 ------
 1 file changed, 6 deletions(-)

diff --git a/web/querydsl/pom.xml b/web/querydsl/pom.xml
index d2a1c4991..2f66cf7e2 100644
--- a/web/querydsl/pom.xml
+++ b/web/querydsl/pom.xml
@@ -94,12 +94,6 @@
 			<scope>test</scope>
 		</dependency>
 
-		<dependency>
-			<groupId>org.testcontainers</groupId>
-			<artifactId>junit-jupiter</artifactId>
-			<scope>test</scope>
-		</dependency>
-
 		<dependency>
 			<groupId>org.springframework.boot</groupId>
 			<artifactId>spring-boot-testcontainers</artifactId>

From 643b274764a9e1f1c405b6fc8b7269914ba797b1 Mon Sep 17 00:00:00 2001
From: Oliver Drotbohm <oliver.drotbohm@broadcom.com>
Date: Thu, 15 Aug 2024 15:50:02 +0200
Subject: [PATCH 19/42] Use Boot version for Hibernate enhancement in GraalVM
 example.

---
 jpa/graalvm-native/pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/jpa/graalvm-native/pom.xml b/jpa/graalvm-native/pom.xml
index a91305c6c..839326d50 100644
--- a/jpa/graalvm-native/pom.xml
+++ b/jpa/graalvm-native/pom.xml
@@ -37,7 +37,7 @@
 			<plugin>
 				<groupId>org.hibernate.orm.tooling</groupId>
 				<artifactId>hibernate-enhance-maven-plugin</artifactId>
-				<version>6.1.4.Final</version>
+				<version>${hibernate.version}</version>
 				<executions>
 					<execution>
 						<configuration>

From f14747a56daf07a5ceb1ea897ececd9763c68f39 Mon Sep 17 00:00:00 2001
From: Oliver Drotbohm <oliver.drotbohm@broadcom.com>
Date: Thu, 15 Aug 2024 16:00:12 +0200
Subject: [PATCH 20/42] Fix repository setup.

Avoid lookups for releases from snapshot repositories and vice versa.
---
 pom.xml | 18 +++++++++++++++---
 1 file changed, 15 insertions(+), 3 deletions(-)

diff --git a/pom.xml b/pom.xml
index 06e0cc213..685ea2946 100644
--- a/pom.xml
+++ b/pom.xml
@@ -159,17 +159,23 @@
 			<id>central</id>
 			<name>Maven Central</name>
 			<url>https://repo1.maven.org/maven2/</url>
+			<snapshots>
+				<enabled>false</enabled>
+			</snapshots>
 		</repository>
 		<repository>
 			<id>spring-milestone</id>
 			<url>https://repo.spring.io/milestone</url>
+			<snapshots>
+				<enabled>false</enabled>
+			</snapshots>
 		</repository>
 		<repository>
 			<id>spring-snapshot</id>
 			<url>https://repo.spring.io/snapshot</url>
-			<snapshots>
-				<enabled>true</enabled>
-			</snapshots>
+			<releases>
+				<enabled>false</enabled>
+			</releases>
 		</repository>
 	</repositories>
 
@@ -178,10 +184,16 @@
 			<id>central</id>
 			<name>Maven Central</name>
 			<url>https://repo1.maven.org/maven2/</url>
+			<snapshots>
+				<enabled>false</enabled>
+			</snapshots>
 		</pluginRepository>
 		<pluginRepository>
 			<id>spring-milestone</id>
 			<url>https://repo.spring.io/milestone/</url>
+			<snapshots>
+				<enabled>false</enabled>
+			</snapshots>
 		</pluginRepository>
 	</pluginRepositories>
 

From c6a0e2e346d9baaba1c8eee601922e749632b2ff Mon Sep 17 00:00:00 2001
From: Oliver Drotbohm <oliver.drotbohm@broadcom.com>
Date: Thu, 15 Aug 2024 16:00:29 +0200
Subject: [PATCH 21/42] Cleanup SD REST Starbucks example.

---
 rest/pom.xml                                                | 2 +-
 rest/starbucks/pom.xml                                      | 5 +++--
 .../example/springdata/rest/stores/StoreInitializer.java    | 6 ++----
 .../example/springdata/rest/stores/StoreRepository.java     | 4 +++-
 rest/starbucks/src/main/resources/application.properties    | 3 ---
 .../example/springdata/rest/stores/StarbucksClient.java     | 5 ++---
 6 files changed, 11 insertions(+), 14 deletions(-)

diff --git a/rest/pom.xml b/rest/pom.xml
index d361a147d..5aef409ab 100644
--- a/rest/pom.xml
+++ b/rest/pom.xml
@@ -15,7 +15,7 @@
 	<description>Sample projects for Spring Data REST</description>
 
 	<modules>
-		<!-- <module>starbucks</module> -->
+		<module>starbucks</module>
 		<!-- <module>multi-store</module> -->
 		<module>projections</module>
 		<module>security</module>
diff --git a/rest/starbucks/pom.xml b/rest/starbucks/pom.xml
index 122cbb8c6..9eabe98eb 100644
--- a/rest/starbucks/pom.xml
+++ b/rest/starbucks/pom.xml
@@ -22,6 +22,7 @@
 		<dependency>
 			<groupId>de.flapdoodle.embed</groupId>
 			<artifactId>de.flapdoodle.embed.mongo</artifactId>
+			<version>4.16.2</version>
 			<scope>runtime</scope>
 		</dependency>
 
@@ -69,14 +70,14 @@
 		<dependency>
 			<groupId>org.webjars</groupId>
 			<artifactId>jquery</artifactId>
-			<version>2.1.3</version>
+			<version>3.7.1</version>
 			<scope>runtime</scope>
 		</dependency>
 
 		<dependency>
 			<groupId>org.webjars</groupId>
 			<artifactId>bootstrap</artifactId>
-			<version>3.3.4</version>
+			<version>5.3.3</version>
 			<scope>runtime</scope>
 		</dependency>
 
diff --git a/rest/starbucks/src/main/java/example/springdata/rest/stores/StoreInitializer.java b/rest/starbucks/src/main/java/example/springdata/rest/stores/StoreInitializer.java
index 2f27b74ee..85f34688a 100644
--- a/rest/starbucks/src/main/java/example/springdata/rest/stores/StoreInitializer.java
+++ b/rest/starbucks/src/main/java/example/springdata/rest/stores/StoreInitializer.java
@@ -28,7 +28,6 @@
 import org.springframework.batch.item.file.mapping.DefaultLineMapper;
 import org.springframework.batch.item.file.separator.DefaultRecordSeparatorPolicy;
 import org.springframework.batch.item.file.transform.DelimitedLineTokenizer;
-import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.core.io.ClassPathResource;
 import org.springframework.data.geo.Point;
 import org.springframework.data.mongodb.core.MongoOperations;
@@ -45,7 +44,6 @@
 @Component
 public class StoreInitializer {
 
-	@Autowired
 	public StoreInitializer(StoreRepository repository, MongoOperations operations) throws Exception {
 
 		if (repository.count() != 0) {
@@ -64,8 +62,8 @@ public StoreInitializer(StoreRepository repository, MongoOperations operations)
 	}
 
 	/**
-	 * Reads a file {@code starbucks.csv} from the class path and parses it into {@link Store} instances about to
-	 * be persisted.
+	 * Reads a file {@code starbucks.csv} from the class path and parses it into {@link Store} instances about to be
+	 * persisted.
 	 *
 	 * @return
 	 * @throws Exception
diff --git a/rest/starbucks/src/main/java/example/springdata/rest/stores/StoreRepository.java b/rest/starbucks/src/main/java/example/springdata/rest/stores/StoreRepository.java
index 366bc363d..1a67b3f92 100644
--- a/rest/starbucks/src/main/java/example/springdata/rest/stores/StoreRepository.java
+++ b/rest/starbucks/src/main/java/example/springdata/rest/stores/StoreRepository.java
@@ -24,6 +24,7 @@
 import org.springframework.data.querydsl.QuerydslPredicateExecutor;
 import org.springframework.data.querydsl.binding.QuerydslBindings;
 import org.springframework.data.querydsl.binding.SingleValueBinding;
+import org.springframework.data.repository.CrudRepository;
 import org.springframework.data.repository.PagingAndSortingRepository;
 import org.springframework.data.rest.core.annotation.RestResource;
 
@@ -36,7 +37,8 @@
  *
  * @author Oliver Gierke
  */
-public interface StoreRepository extends PagingAndSortingRepository<Store, UUID>, QuerydslPredicateExecutor<Store> {
+public interface StoreRepository
+		extends CrudRepository<Store, UUID>, PagingAndSortingRepository<Store, UUID>, QuerydslPredicateExecutor<Store> {
 
 	@RestResource(rel = "by-location")
 	Page<Store> findByAddressLocationNear(Point location, Distance distance, Pageable pageable);
diff --git a/rest/starbucks/src/main/resources/application.properties b/rest/starbucks/src/main/resources/application.properties
index f644711ab..1e5a96cc0 100644
--- a/rest/starbucks/src/main/resources/application.properties
+++ b/rest/starbucks/src/main/resources/application.properties
@@ -1,5 +1,2 @@
-# Random port for embedded MongoDB
-spring.data.mongodb.port=0
-spring.mongodb.embedded.version=3.6.0
 # Spring Data REST
 spring.data.rest.base-path=/api
diff --git a/rest/starbucks/src/test/java/example/springdata/rest/stores/StarbucksClient.java b/rest/starbucks/src/test/java/example/springdata/rest/stores/StarbucksClient.java
index 3e6d5ff10..f03b63663 100644
--- a/rest/starbucks/src/test/java/example/springdata/rest/stores/StarbucksClient.java
+++ b/rest/starbucks/src/test/java/example/springdata/rest/stores/StarbucksClient.java
@@ -29,7 +29,7 @@
 import org.springframework.boot.autoconfigure.SpringBootApplication;
 import org.springframework.boot.test.context.SpringBootTest;
 import org.springframework.boot.test.context.SpringBootTest.WebEnvironment;
-import org.springframework.boot.web.server.LocalServerPort;
+import org.springframework.boot.test.web.server.LocalServerPort;
 import org.springframework.context.annotation.Bean;
 import org.springframework.hateoas.EntityModel;
 import org.springframework.hateoas.MediaTypes;
@@ -126,8 +126,7 @@ public String toString() {
 				return String.format("%s, %s %s - lat: %s, long: %s", street, zip, city, location.y, location.x);
 			}
 
-			record Location(double x, double y) {
-			}
+			record Location(double x, double y) {}
 		}
 	}
 }

From 31768635db09974b678dba5ce3d228657fe861bd Mon Sep 17 00:00:00 2001
From: Oliver Drotbohm <oliver.drotbohm@broadcom.com>
Date: Fri, 16 Aug 2024 09:19:10 +0200
Subject: [PATCH 22/42] Re-enable Spring Data REST multi-store example.

---
 rest/multi-store/pom.xml                                   | 1 +
 rest/multi-store/src/test/resources/application.properties | 3 ---
 rest/pom.xml                                               | 2 +-
 3 files changed, 2 insertions(+), 4 deletions(-)
 delete mode 100644 rest/multi-store/src/test/resources/application.properties

diff --git a/rest/multi-store/pom.xml b/rest/multi-store/pom.xml
index 85f1dbc69..b8dc70cfb 100644
--- a/rest/multi-store/pom.xml
+++ b/rest/multi-store/pom.xml
@@ -36,6 +36,7 @@
 		<dependency>
 			<groupId>de.flapdoodle.embed</groupId>
 			<artifactId>de.flapdoodle.embed.mongo</artifactId>
+			<version>4.16.2</version>
 			<scope>runtime</scope>
 		</dependency>
 
diff --git a/rest/multi-store/src/test/resources/application.properties b/rest/multi-store/src/test/resources/application.properties
deleted file mode 100644
index 5239185aa..000000000
--- a/rest/multi-store/src/test/resources/application.properties
+++ /dev/null
@@ -1,3 +0,0 @@
-# Random port for embedded MongoDB
-spring.data.mongodb.port=0
-spring.mongodb.embedded.version=3.6.0
\ No newline at end of file
diff --git a/rest/pom.xml b/rest/pom.xml
index 5aef409ab..d8aeaedf2 100644
--- a/rest/pom.xml
+++ b/rest/pom.xml
@@ -16,7 +16,7 @@
 
 	<modules>
 		<module>starbucks</module>
-		<!-- <module>multi-store</module> -->
+		<module>multi-store</module>
 		<module>projections</module>
 		<module>security</module>
 		<module>headers</module>

From 0d3df300203f11842b0d68e0c7edb181f3cb7b45 Mon Sep 17 00:00:00 2001
From: Oliver Drotbohm <oliver.drotbohm@broadcom.com>
Date: Fri, 16 Aug 2024 09:26:59 +0200
Subject: [PATCH 23/42] Add GitHub actions build.

---
 .github/workflows/build.yaml | 27 +++++++++++++++++++++++++++
 1 file changed, 27 insertions(+)
 create mode 100644 .github/workflows/build.yaml

diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
new file mode 100644
index 000000000..6ede4f0c9
--- /dev/null
+++ b/.github/workflows/build.yaml
@@ -0,0 +1,27 @@
+name: CI Build
+
+on:
+  push:
+    branches: [ main ]
+
+jobs:
+  build:
+    name: Build project
+    runs-on: ubuntu-latest
+
+    steps:
+
+    - name: Check out sources
+      uses: actions/checkout@v4
+
+    - name: Set up JDK 17
+      uses: actions/setup-java@v4
+      with:
+        distribution: 'temurin'
+        java-version: 17
+        cache: 'maven'
+
+    - name: Build with Maven
+      env:
+        DEVELOCITY_ACCESS_KEY: ${{ secrets.GRADLE_ENTERPRISE_SECRET_ACCESS_KEY }}
+      run: ./mvnw clean verify -B

From d2f78ece7c2e77b3ac234a0088188115a708b70a Mon Sep 17 00:00:00 2001
From: Oliver Drotbohm <oliver.drotbohm@broadcom.com>
Date: Fri, 16 Aug 2024 10:29:29 +0200
Subject: [PATCH 24/42] Move Spring Data REST Starbucks example to
 Testcontainers.

---
 rest/starbucks/pom.xml                        | 13 ++++++
 .../rest/stores/StarbucksClient.java          | 41 ++++++++----------
 .../StoreRepositoryIntegrationTests.java      |  9 ++--
 .../rest/stores/TestApplication.java          | 43 +++++++++++++++++++
 4 files changed, 77 insertions(+), 29 deletions(-)
 create mode 100644 rest/starbucks/src/test/java/example/springdata/rest/stores/TestApplication.java

diff --git a/rest/starbucks/pom.xml b/rest/starbucks/pom.xml
index 9eabe98eb..7dce29b98 100644
--- a/rest/starbucks/pom.xml
+++ b/rest/starbucks/pom.xml
@@ -93,6 +93,19 @@
 			<artifactId>webjars-locator-core</artifactId>
 			<scope>runtime</scope>
 		</dependency>
+		
+		<!-- Testcontainers -->
+		<dependency>
+			<groupId>org.springframework.boot</groupId>
+			<artifactId>spring-boot-testcontainers</artifactId>
+			<scope>test</scope>
+		</dependency>
+		
+		<dependency>
+			<groupId>org.testcontainers</groupId>
+			<artifactId>mongodb</artifactId>
+			<scope>test</scope>
+		</dependency>
 
 	</dependencies>
 
diff --git a/rest/starbucks/src/test/java/example/springdata/rest/stores/StarbucksClient.java b/rest/starbucks/src/test/java/example/springdata/rest/stores/StarbucksClient.java
index f03b63663..a314c91a4 100644
--- a/rest/starbucks/src/test/java/example/springdata/rest/stores/StarbucksClient.java
+++ b/rest/starbucks/src/test/java/example/springdata/rest/stores/StarbucksClient.java
@@ -1,5 +1,5 @@
 /*
- * Copyright 2014-2021 the original author or authors.
+ * Copyright 2014-2024 the original author or authors.
  *
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
@@ -26,20 +26,17 @@
 
 import org.junit.jupiter.api.Test;
 import org.springframework.beans.factory.annotation.Autowired;
-import org.springframework.boot.autoconfigure.SpringBootApplication;
 import org.springframework.boot.test.context.SpringBootTest;
 import org.springframework.boot.test.context.SpringBootTest.WebEnvironment;
+import org.springframework.boot.test.web.client.TestRestTemplate;
 import org.springframework.boot.test.web.server.LocalServerPort;
-import org.springframework.context.annotation.Bean;
 import org.springframework.hateoas.EntityModel;
 import org.springframework.hateoas.MediaTypes;
 import org.springframework.hateoas.client.Traverson;
 import org.springframework.hateoas.server.core.TypeReferences.CollectionModelType;
 import org.springframework.hateoas.server.core.TypeReferences.EntityModelType;
 import org.springframework.hateoas.server.core.TypeReferences.PagedModelType;
-import org.springframework.http.RequestEntity;
-import org.springframework.web.client.RestOperations;
-import org.springframework.web.client.RestTemplate;
+import org.springframework.web.client.RestClient;
 
 /**
  * A test case to discover the search resource and execute a predefined search with it.
@@ -47,22 +44,12 @@
  * @author Oliver Gierke
  * @author Divya Srivastava
  */
-@SpringBootTest(webEnvironment = WebEnvironment.RANDOM_PORT)
 @Slf4j
+@SpringBootTest(webEnvironment = WebEnvironment.RANDOM_PORT)
 class StarbucksClient {
 
-	@SpringBootApplication
-	static class Config {
-
-		@Bean
-		public RestTemplate restTemplate() {
-			return new RestTemplate();
-		}
-	}
-
 	@LocalServerPort int port;
-
-	@Autowired RestOperations restOperations;
+	@Autowired TestRestTemplate template;
 
 	private static final String SERVICE_URI = "http://localhost:%s/api";
 
@@ -102,17 +89,23 @@ void accessServiceUsingRestTemplate() {
 
 		// Access root resource
 
-		var uri = URI.create(String.format(SERVICE_URI, port));
-		var request = RequestEntity.get(uri).accept(HAL_JSON).build();
-		var rootLinks = restOperations.exchange(request, new EntityModelType<>() {}).getBody();
-		var links = rootLinks.getLinks();
+		var client = RestClient.create(template.getRestTemplate());
+
+		var links = client.get()
+				.uri(URI.create(String.format(SERVICE_URI, port)))
+				.accept(HAL_JSON)
+				.retrieve()
+				.body(new EntityModelType<>() {})
+				.getLinks();
 
 		// Follow stores link
 
 		var storesLink = links.getRequiredLink("stores").expand();
 
-		request = RequestEntity.get(URI.create(storesLink.getHref())).accept(HAL_JSON).build();
-		var stores = restOperations.exchange(request, new CollectionModelType<Store>() {}).getBody();
+		var stores = client.get().uri(storesLink.toUri())
+				.accept(HAL_JSON)
+				.retrieve()
+				.body(new CollectionModelType<Store>() {});
 
 		stores.getContent().forEach(store -> log.info("{} - {}", store.name, store.address));
 	}
diff --git a/rest/starbucks/src/test/java/example/springdata/rest/stores/StoreRepositoryIntegrationTests.java b/rest/starbucks/src/test/java/example/springdata/rest/stores/StoreRepositoryIntegrationTests.java
index f5de082ee..e3ab2fc4d 100644
--- a/rest/starbucks/src/test/java/example/springdata/rest/stores/StoreRepositoryIntegrationTests.java
+++ b/rest/starbucks/src/test/java/example/springdata/rest/stores/StoreRepositoryIntegrationTests.java
@@ -1,5 +1,5 @@
 /*
- * Copyright 2014-2021 the original author or authors.
+ * Copyright 2014-2024 the original author or authors.
  *
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
@@ -24,7 +24,6 @@
 import org.junit.jupiter.api.AfterEach;
 import org.junit.jupiter.api.BeforeEach;
 import org.junit.jupiter.api.Test;
-
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.boot.test.context.SpringBootTest;
 import org.springframework.data.domain.PageRequest;
@@ -38,8 +37,8 @@
  * @author Oliver Gierke
  * @author Mark Paluch
  */
-@SpringBootTest(classes = Application.class)
-public class StoreRepositoryIntegrationTests {
+@SpringBootTest(classes = { Application.class, TestApplication.class })
+class StoreRepositoryIntegrationTests {
 
 	@Autowired StoreRepository repository;
 
@@ -50,7 +49,7 @@ public void clearDb() {
 	}
 
 	@Test
-	public void findsStoresByLocation() {
+	void findsStoresByLocation() {
 
 		var location = new Point(-73.995146, 40.740337);
 		var store = new Store(UUID.randomUUID(), "Foo", new Address("street", "city", "zip", location));
diff --git a/rest/starbucks/src/test/java/example/springdata/rest/stores/TestApplication.java b/rest/starbucks/src/test/java/example/springdata/rest/stores/TestApplication.java
new file mode 100644
index 000000000..cb1bfcf18
--- /dev/null
+++ b/rest/starbucks/src/test/java/example/springdata/rest/stores/TestApplication.java
@@ -0,0 +1,43 @@
+/*
+ * Copyright 2024 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      https://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package example.springdata.rest.stores;
+
+import org.springframework.boot.SpringApplication;
+import org.springframework.boot.testcontainers.service.connection.ServiceConnection;
+import org.springframework.context.annotation.Bean;
+import org.springframework.context.annotation.Configuration;
+import org.testcontainers.containers.MongoDBContainer;
+import org.testcontainers.utility.DockerImageName;
+
+/**
+ * @author Oliver Drotbohm
+ */
+@Configuration
+public class TestApplication {
+
+	@Bean
+	@ServiceConnection
+	MongoDBContainer mongoDBContainer() {
+		return new MongoDBContainer(DockerImageName.parse("mongodb/mongodb-community-server"));
+	}
+
+	public static void main(String[] args) {
+
+		SpringApplication.from(Application::main)
+				.with(TestApplication.class)
+				.run(args);
+	}
+}

From dba65e82c06ff50258c1d63ef5f17a947cd532d9 Mon Sep 17 00:00:00 2001
From: Oliver Drotbohm <oliver.drotbohm@broadcom.com>
Date: Fri, 16 Aug 2024 12:34:29 +0200
Subject: [PATCH 25/42] Switch to @GetMapping in Starbucks Sample.

---
 .../example/springdata/rest/stores/web/StoresController.java | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/rest/starbucks/src/main/java/example/springdata/rest/stores/web/StoresController.java b/rest/starbucks/src/main/java/example/springdata/rest/stores/web/StoresController.java
index febca76a5..a1dee0fbb 100644
--- a/rest/starbucks/src/main/java/example/springdata/rest/stores/web/StoresController.java
+++ b/rest/starbucks/src/main/java/example/springdata/rest/stores/web/StoresController.java
@@ -34,8 +34,7 @@
 import org.springframework.hateoas.LinkRelation;
 import org.springframework.stereotype.Controller;
 import org.springframework.ui.Model;
-import org.springframework.web.bind.annotation.RequestMapping;
-import org.springframework.web.bind.annotation.RequestMethod;
+import org.springframework.web.bind.annotation.GetMapping;
 import org.springframework.web.bind.annotation.RequestParam;
 
 /**
@@ -70,7 +69,7 @@ class StoresController {
 	 * @param pageable the pagination information
 	 * @return
 	 */
-	@RequestMapping(value = "/", method = RequestMethod.GET)
+	@GetMapping("/")
 	String index(Model model, @RequestParam Optional<Point> location, @RequestParam Optional<Distance> distance,
 			Pageable pageable) {
 

From ad27b23415a4050fe316acc21b315d09df64b1f9 Mon Sep 17 00:00:00 2001
From: Oliver Drotbohm <oliver.drotbohm@broadcom.com>
Date: Fri, 16 Aug 2024 12:46:56 +0200
Subject: [PATCH 26/42] Switch Multi-Store sample to Testcontainers.

---
 multi-store/pom.xml                           | 14 +++++++++
 .../ApplicationConfigurationTest.java         | 30 +++++++++++++------
 multi-store/src/test/resources/logback.xml    |  2 +-
 rest/starbucks/pom.xml                        |  3 +-
 4 files changed, 38 insertions(+), 11 deletions(-)

diff --git a/multi-store/pom.xml b/multi-store/pom.xml
index 5c53decb3..a91dd33b0 100644
--- a/multi-store/pom.xml
+++ b/multi-store/pom.xml
@@ -30,6 +30,20 @@
 			<scope>test</scope>
 		</dependency>
 
+		<!-- Testcontainers -->
+
+		<dependency>
+			<groupId>org.springframework.boot</groupId>
+			<artifactId>spring-boot-testcontainers</artifactId>
+			<scope>test</scope>
+		</dependency>
+		
+		<dependency>
+			<groupId>org.testcontainers</groupId>
+			<artifactId>mongodb</artifactId>
+			<scope>test</scope>
+		</dependency>
+
 	</dependencies>
 
 </project>
\ No newline at end of file
diff --git a/multi-store/src/test/java/example/springdata/multistore/ApplicationConfigurationTest.java b/multi-store/src/test/java/example/springdata/multistore/ApplicationConfigurationTest.java
index 7eac97ffe..e05a1afd3 100644
--- a/multi-store/src/test/java/example/springdata/multistore/ApplicationConfigurationTest.java
+++ b/multi-store/src/test/java/example/springdata/multistore/ApplicationConfigurationTest.java
@@ -1,5 +1,5 @@
 /*
- * Copyright 2014-2021 the original author or authors.
+ * Copyright 2014-2024 the original author or authors.
  *
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
@@ -15,34 +15,46 @@
  */
 package example.springdata.multistore;
 
+import static org.assertj.core.api.Assertions.*;
+
 import example.springdata.multistore.customer.Customer;
 import example.springdata.multistore.shop.Order;
 
-import org.junit.Test;
-import org.junit.runner.RunWith;
+import org.junit.jupiter.api.Test;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.boot.test.context.SpringBootTest;
+import org.springframework.boot.test.context.TestConfiguration;
+import org.springframework.boot.testcontainers.service.connection.ServiceConnection;
 import org.springframework.context.ApplicationContext;
+import org.springframework.context.annotation.Bean;
 import org.springframework.data.jpa.repository.support.JpaEntityInformation;
 import org.springframework.data.mongodb.repository.query.MongoEntityInformation;
 import org.springframework.data.repository.support.Repositories;
-import org.springframework.test.context.junit4.SpringRunner;
-
-import static org.assertj.core.api.Assertions.assertThat;
+import org.testcontainers.containers.MongoDBContainer;
+import org.testcontainers.utility.DockerImageName;
 
 /**
  * Integration test to check repository interfaces are assigned to the correct store modules.
  *
  * @author Oliver Gierke
  */
-@RunWith(SpringRunner.class)
 @SpringBootTest
-public class ApplicationConfigurationTest {
+class ApplicationConfigurationTest {
 
 	@Autowired ApplicationContext context;
 
+	@TestConfiguration
+	static class Infrastructure {
+
+		@Bean
+		@ServiceConnection
+		MongoDBContainer mongoDBContainer() {
+			return new MongoDBContainer(DockerImageName.parse("mongodb/mongodb-community-server"));
+		}
+	}
+
 	@Test
-	public void repositoriesAreAssignedToAppropriateStores() {
+	void repositoriesAreAssignedToAppropriateStores() {
 
 		var repositories = new Repositories(context);
 
diff --git a/multi-store/src/test/resources/logback.xml b/multi-store/src/test/resources/logback.xml
index 0478c08d7..5a76a8fe3 100644
--- a/multi-store/src/test/resources/logback.xml
+++ b/multi-store/src/test/resources/logback.xml
@@ -13,4 +13,4 @@
 		<appender-ref ref="console" />
 	</root>
 
-</configuration>
\ No newline at end of file
+</configuration>
diff --git a/rest/starbucks/pom.xml b/rest/starbucks/pom.xml
index 7dce29b98..aa0793a15 100644
--- a/rest/starbucks/pom.xml
+++ b/rest/starbucks/pom.xml
@@ -93,8 +93,9 @@
 			<artifactId>webjars-locator-core</artifactId>
 			<scope>runtime</scope>
 		</dependency>
-		
+
 		<!-- Testcontainers -->
+
 		<dependency>
 			<groupId>org.springframework.boot</groupId>
 			<artifactId>spring-boot-testcontainers</artifactId>

From 3953888426c5df7d95e6075bbc2a3e7a1e0de1fc Mon Sep 17 00:00:00 2001
From: Oliver Drotbohm <oliver.drotbohm@broadcom.com>
Date: Fri, 16 Aug 2024 13:01:35 +0200
Subject: [PATCH 27/42] Move Spring Data REST's multi-store example to
 Testcontainers.

---
 rest/multi-store/pom.xml                          | 15 +++++++++++----
 .../multistore/ApplicationIntegrationTests.java   | 15 +++++++++++++++
 2 files changed, 26 insertions(+), 4 deletions(-)

diff --git a/rest/multi-store/pom.xml b/rest/multi-store/pom.xml
index b8dc70cfb..8163f5671 100644
--- a/rest/multi-store/pom.xml
+++ b/rest/multi-store/pom.xml
@@ -33,11 +33,18 @@
 			<artifactId>spring-boot-starter-data-mongodb</artifactId>
 		</dependency>
 
+		<!-- Testcontainers -->
+
+		<dependency>
+			<groupId>org.springframework.boot</groupId>
+			<artifactId>spring-boot-testcontainers</artifactId>
+			<scope>test</scope>
+		</dependency>
+		
 		<dependency>
-			<groupId>de.flapdoodle.embed</groupId>
-			<artifactId>de.flapdoodle.embed.mongo</artifactId>
-			<version>4.16.2</version>
-			<scope>runtime</scope>
+			<groupId>org.testcontainers</groupId>
+			<artifactId>mongodb</artifactId>
+			<scope>test</scope>
 		</dependency>
 
 	</dependencies>
diff --git a/rest/multi-store/src/test/java/example/springdata/multistore/ApplicationIntegrationTests.java b/rest/multi-store/src/test/java/example/springdata/multistore/ApplicationIntegrationTests.java
index 2c3e442e6..3c7363a67 100644
--- a/rest/multi-store/src/test/java/example/springdata/multistore/ApplicationIntegrationTests.java
+++ b/rest/multi-store/src/test/java/example/springdata/multistore/ApplicationIntegrationTests.java
@@ -24,6 +24,11 @@
 import org.junit.jupiter.api.Test;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.boot.test.context.SpringBootTest;
+import org.springframework.boot.test.context.TestConfiguration;
+import org.springframework.boot.testcontainers.service.connection.ServiceConnection;
+import org.springframework.context.annotation.Bean;
+import org.testcontainers.containers.MongoDBContainer;
+import org.testcontainers.utility.DockerImageName;
 
 /**
  * Integration test to show the usage of repositories backed by different stores.
@@ -37,6 +42,16 @@ public class ApplicationIntegrationTests {
 	@Autowired PersonRepository personRepository;
 	@Autowired TreasureRepository treasureRepository;
 
+	@TestConfiguration
+	static class Infrastructure {
+
+		@Bean
+		@ServiceConnection
+		MongoDBContainer mongoDBContainer() {
+			return new MongoDBContainer(DockerImageName.parse("mongodb/mongodb-community-server"));
+		}
+	}
+
 	@Test
 	public void useMultipleRepositories() {
 

From 7f3d39ddd982c8838f4ea40b1b3e6b3964d86b04 Mon Sep 17 00:00:00 2001
From: Christoph Strobl <christoph.strobl@broadcom.com>
Date: Wed, 21 Aug 2024 15:06:06 +0200
Subject: [PATCH 28/42] Enable Tests using VirtualThreads for java 21 onwards.

This commit updates tests using virtual threads to run for java versions 21+.

See: #665
---
 .../example/springdata/jpa/simple/VirtualThreadsTests.java   | 4 ++--
 .../example/springdata/redis/PubSubVirtualThreadsTests.java  | 5 ++---
 2 files changed, 4 insertions(+), 5 deletions(-)

diff --git a/jpa/example/src/test/java/example/springdata/jpa/simple/VirtualThreadsTests.java b/jpa/example/src/test/java/example/springdata/jpa/simple/VirtualThreadsTests.java
index af581aa3f..915d2131d 100644
--- a/jpa/example/src/test/java/example/springdata/jpa/simple/VirtualThreadsTests.java
+++ b/jpa/example/src/test/java/example/springdata/jpa/simple/VirtualThreadsTests.java
@@ -25,7 +25,7 @@
 
 import org.junit.jupiter.api.BeforeEach;
 import org.junit.jupiter.api.Test;
-import org.junit.jupiter.api.condition.EnabledOnJre;
+import org.junit.jupiter.api.condition.EnabledForJreRange;
 import org.junit.jupiter.api.condition.JRE;
 
 import org.springframework.beans.factory.annotation.Autowired;
@@ -41,7 +41,7 @@
  */
 @Transactional
 @SpringBootTest(properties = "spring.threads.virtual.enabled=true")
-@EnabledOnJre(JRE.JAVA_21)
+@EnabledForJreRange(min = JRE.JAVA_21)
 class VirtualThreadsTests {
 
 	@Autowired SimpleUserRepository repository;
diff --git a/redis/pubsub/src/test/java/example/springdata/redis/PubSubVirtualThreadsTests.java b/redis/pubsub/src/test/java/example/springdata/redis/PubSubVirtualThreadsTests.java
index 8c4b7d603..5782868c4 100644
--- a/redis/pubsub/src/test/java/example/springdata/redis/PubSubVirtualThreadsTests.java
+++ b/redis/pubsub/src/test/java/example/springdata/redis/PubSubVirtualThreadsTests.java
@@ -22,9 +22,8 @@
 import java.util.concurrent.TimeUnit;
 
 import org.junit.jupiter.api.Test;
-import org.junit.jupiter.api.condition.EnabledOnJre;
+import org.junit.jupiter.api.condition.EnabledForJreRange;
 import org.junit.jupiter.api.condition.JRE;
-
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.boot.test.context.SpringBootTest;
 import org.springframework.core.task.AsyncTaskExecutor;
@@ -39,7 +38,7 @@
  * @author Mark Paluch
  */
 @SpringBootTest(properties = "spring.threads.virtual.enabled=true")
-@EnabledOnJre(JRE.JAVA_21)
+@EnabledForJreRange(min = JRE.JAVA_21)
 public class PubSubVirtualThreadsTests {
 
 	@Autowired RedisConnectionFactory connectionFactory;

From dd846bd9e0ac96698f0b3e25088727b620ad6c36 Mon Sep 17 00:00:00 2001
From: Christoph Strobl <christoph.strobl@broadcom.com>
Date: Thu, 22 Aug 2024 07:21:45 +0200
Subject: [PATCH 29/42] Switch Redis samples to Testcontainers.

---
 redis/example/pom.xml                         | 10 +++++---
 .../redis/RedisTestConfiguration.java         | 19 +++++++--------
 .../redis/commands/GeoOperationsTests.java    |  6 +----
 .../redis/commands/KeyOperationsTests.java    |  4 ----
 redis/pom.xml                                 | 24 +++++++++----------
 redis/pubsub/pom.xml                          | 10 +++++---
 .../redis/RedisTestConfiguration.java         | 14 ++++++++++-
 redis/reactive/pom.xml                        | 10 +++++---
 .../redis/RedisTestConfiguration.java         | 18 ++++++--------
 .../redis/commands/KeyCommandsTests.java      | 10 +++-----
 .../redis/operations/JacksonJsonTests.java    |  2 --
 .../redis/operations/ListOperationsTests.java |  2 --
 .../operations/ValueOperationsTests.java      |  2 --
 redis/repositories/pom.xml                    | 10 ++++----
 .../repositories/PersonRepositoryTests.java   | 12 ++++++++--
 redis/streams/pom.xml                         | 10 +++++---
 .../reactive/ReactiveStreamApiTests.java      | 12 ++++++++--
 .../redis/sync/SyncStreamApiTests.java        | 12 ++++++++--
 redis/util/pom.xml                            |  6 -----
 19 files changed, 106 insertions(+), 87 deletions(-)

diff --git a/redis/example/pom.xml b/redis/example/pom.xml
index 2dc044e7a..6437e84e2 100644
--- a/redis/example/pom.xml
+++ b/redis/example/pom.xml
@@ -15,9 +15,13 @@
 	<dependencies>
 
 		<dependency>
-			<groupId>${project.groupId}</groupId>
-			<artifactId>spring-data-redis-example-utils</artifactId>
-			<version>${project.version}</version>
+			<groupId>org.springframework.boot</groupId>
+			<artifactId>spring-boot-testcontainers</artifactId>
+			<scope>test</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.springframework</groupId>
+			<artifactId>spring-test</artifactId>
 			<scope>test</scope>
 		</dependency>
 
diff --git a/redis/example/src/test/java/example/springdata/redis/RedisTestConfiguration.java b/redis/example/src/test/java/example/springdata/redis/RedisTestConfiguration.java
index 94cd96c31..c7eff4316 100644
--- a/redis/example/src/test/java/example/springdata/redis/RedisTestConfiguration.java
+++ b/redis/example/src/test/java/example/springdata/redis/RedisTestConfiguration.java
@@ -15,11 +15,11 @@
  */
 package example.springdata.redis;
 
-import jakarta.annotation.PreDestroy;
-
-import org.springframework.beans.factory.annotation.Autowired;
+import com.redis.testcontainers.RedisContainer;
 import org.springframework.boot.autoconfigure.SpringBootApplication;
-import org.springframework.data.redis.connection.RedisConnectionFactory;
+import org.springframework.boot.testcontainers.service.connection.ServiceConnection;
+import org.springframework.context.annotation.Bean;
+import org.testcontainers.utility.DockerImageName;
 
 /**
  * @author Christoph Strobl
@@ -27,12 +27,9 @@
 @SpringBootApplication
 public class RedisTestConfiguration {
 
-	@Autowired RedisConnectionFactory factory;
-
-	/**
-	 * Clear database before shut down.
-	 */
-	public @PreDestroy void flushTestDb() {
-		factory.getConnection().flushDb();
+	@Bean
+	@ServiceConnection(name = "redis")
+	RedisContainer redisContainer() {
+		return new RedisContainer(DockerImageName.parse("redis:7"));
 	}
 }
diff --git a/redis/example/src/test/java/example/springdata/redis/commands/GeoOperationsTests.java b/redis/example/src/test/java/example/springdata/redis/commands/GeoOperationsTests.java
index d70f46100..613ff6f79 100644
--- a/redis/example/src/test/java/example/springdata/redis/commands/GeoOperationsTests.java
+++ b/redis/example/src/test/java/example/springdata/redis/commands/GeoOperationsTests.java
@@ -15,13 +15,10 @@
  */
 package example.springdata.redis.commands;
 
-import static org.assertj.core.api.Assertions.*;
-
-import example.springdata.redis.test.condition.EnabledOnCommand;
+import static org.assertj.core.api.Assertions.assertThat;
 
 import org.junit.jupiter.api.BeforeEach;
 import org.junit.jupiter.api.Test;
-
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.boot.test.context.SpringBootTest;
 import org.springframework.data.geo.Circle;
@@ -37,7 +34,6 @@
  * @author Mark Paluch
  */
 @SpringBootTest
-@EnabledOnCommand("GEOADD")
 class GeoOperationsTests {
 
 	@Autowired RedisOperations<String, String> operations;
diff --git a/redis/example/src/test/java/example/springdata/redis/commands/KeyOperationsTests.java b/redis/example/src/test/java/example/springdata/redis/commands/KeyOperationsTests.java
index 16ee33b3d..6fc637c17 100644
--- a/redis/example/src/test/java/example/springdata/redis/commands/KeyOperationsTests.java
+++ b/redis/example/src/test/java/example/springdata/redis/commands/KeyOperationsTests.java
@@ -15,13 +15,10 @@
  */
 package example.springdata.redis.commands;
 
-import example.springdata.redis.test.condition.EnabledOnRedisAvailable;
-
 import java.util.UUID;
 
 import org.junit.jupiter.api.BeforeEach;
 import org.junit.jupiter.api.Test;
-
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.boot.test.autoconfigure.data.redis.DataRedisTest;
 import org.springframework.data.redis.connection.RedisConnection;
@@ -36,7 +33,6 @@
  * @author Christoph Strobl
  */
 @DataRedisTest
-@EnabledOnRedisAvailable
 class KeyOperationsTests {
 
 	private static final String PREFIX = KeyOperationsTests.class.getSimpleName();
diff --git a/redis/pom.xml b/redis/pom.xml
index 8d99e58e7..4a8501731 100644
--- a/redis/pom.xml
+++ b/redis/pom.xml
@@ -33,19 +33,19 @@
 			<artifactId>spring-boot-starter-data-redis</artifactId>
 		</dependency>
 
-	</dependencies>
-
-	<dependencyManagement>
-
-		<dependencies>
+		<dependency>
+			<groupId>org.testcontainers</groupId>
+			<artifactId>junit-jupiter</artifactId>
+			<scope>test</scope>
+		</dependency>
 
-			<dependency>
-				<groupId>com.github.kstyrc</groupId>
-				<artifactId>embedded-redis</artifactId>
-				<version>0.6</version>
-			</dependency>
-		</dependencies>
+		<dependency>
+			<groupId>com.redis</groupId>
+			<artifactId>testcontainers-redis</artifactId>
+			<version>2.2.2</version>
+			<scope>test</scope>
+		</dependency>
 
-	</dependencyManagement>
+	</dependencies>
 
 </project>
diff --git a/redis/pubsub/pom.xml b/redis/pubsub/pom.xml
index 9ba42bdf3..761b002ed 100644
--- a/redis/pubsub/pom.xml
+++ b/redis/pubsub/pom.xml
@@ -16,9 +16,13 @@
 	<dependencies>
 
 		<dependency>
-			<groupId>${project.groupId}</groupId>
-			<artifactId>spring-data-redis-example-utils</artifactId>
-			<version>${project.version}</version>
+			<groupId>org.springframework.boot</groupId>
+			<artifactId>spring-boot-testcontainers</artifactId>
+			<scope>test</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.springframework</groupId>
+			<artifactId>spring-test</artifactId>
 			<scope>test</scope>
 		</dependency>
 
diff --git a/redis/pubsub/src/test/java/example/springdata/redis/RedisTestConfiguration.java b/redis/pubsub/src/test/java/example/springdata/redis/RedisTestConfiguration.java
index cec2d756c..1c38139ce 100644
--- a/redis/pubsub/src/test/java/example/springdata/redis/RedisTestConfiguration.java
+++ b/redis/pubsub/src/test/java/example/springdata/redis/RedisTestConfiguration.java
@@ -15,10 +15,22 @@
  */
 package example.springdata.redis;
 
+import com.redis.testcontainers.RedisContainer;
 import org.springframework.boot.autoconfigure.SpringBootApplication;
+import org.springframework.boot.testcontainers.service.connection.ServiceConnection;
+import org.springframework.context.annotation.Bean;
+import org.testcontainers.utility.DockerImageName;
 
 /**
  * @author Mark Paluch
+ * @author Christoph Strobl
  */
 @SpringBootApplication
-public class RedisTestConfiguration {}
+public class RedisTestConfiguration {
+
+    @Bean
+    @ServiceConnection(name = "redis")
+    RedisContainer redisContainer() {
+        return new RedisContainer(DockerImageName.parse("redis:7"));
+    }
+}
diff --git a/redis/reactive/pom.xml b/redis/reactive/pom.xml
index b730243d4..241bec0f3 100644
--- a/redis/reactive/pom.xml
+++ b/redis/reactive/pom.xml
@@ -41,9 +41,13 @@
 		</dependency>
 
 		<dependency>
-			<groupId>${project.groupId}</groupId>
-			<artifactId>spring-data-redis-example-utils</artifactId>
-			<version>${project.version}</version>
+			<groupId>org.springframework.boot</groupId>
+			<artifactId>spring-boot-testcontainers</artifactId>
+			<scope>test</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.springframework</groupId>
+			<artifactId>spring-test</artifactId>
 			<scope>test</scope>
 		</dependency>
 
diff --git a/redis/reactive/src/test/java/example/springdata/redis/RedisTestConfiguration.java b/redis/reactive/src/test/java/example/springdata/redis/RedisTestConfiguration.java
index 2191dcb8d..b790f72c4 100644
--- a/redis/reactive/src/test/java/example/springdata/redis/RedisTestConfiguration.java
+++ b/redis/reactive/src/test/java/example/springdata/redis/RedisTestConfiguration.java
@@ -15,28 +15,30 @@
  */
 package example.springdata.redis;
 
-import jakarta.annotation.PreDestroy;
-
+import com.redis.testcontainers.RedisContainer;
 import org.springframework.boot.autoconfigure.SpringBootApplication;
+import org.springframework.boot.testcontainers.service.connection.ServiceConnection;
 import org.springframework.context.annotation.Bean;
 import org.springframework.data.redis.connection.ReactiveRedisConnectionFactory;
-import org.springframework.data.redis.connection.lettuce.LettuceConnectionFactory;
 import org.springframework.data.redis.core.ReactiveRedisTemplate;
 import org.springframework.data.redis.serializer.GenericJackson2JsonRedisSerializer;
 import org.springframework.data.redis.serializer.Jackson2JsonRedisSerializer;
 import org.springframework.data.redis.serializer.RedisSerializationContext;
 import org.springframework.data.redis.serializer.RedisSerializationContext.RedisSerializationContextBuilder;
 import org.springframework.data.redis.serializer.StringRedisSerializer;
+import org.testcontainers.utility.DockerImageName;
 
 /**
  * @author Mark Paluch
+ * @author Christoph Strobl
  */
 @SpringBootApplication
 public class RedisTestConfiguration {
 
 	@Bean
-	public LettuceConnectionFactory redisConnectionFactory() {
-		return new LettuceConnectionFactory();
+	@ServiceConnection(name = "redis")
+	RedisContainer redisContainer() {
+		return new RedisContainer(DockerImageName.parse("redis:7"));
 	}
 
 	/**
@@ -72,10 +74,4 @@ public ReactiveRedisTemplate<String, Object> reactiveJsonObjectRedisTemplate(
 		return new ReactiveRedisTemplate<>(connectionFactory, serializationContext);
 	}
 
-	/**
-	 * Clear database before shut down.
-	 */
-	public @PreDestroy void flushTestDb() {
-		redisConnectionFactory().getConnection().flushDb();
-	}
 }
diff --git a/redis/reactive/src/test/java/example/springdata/redis/commands/KeyCommandsTests.java b/redis/reactive/src/test/java/example/springdata/redis/commands/KeyCommandsTests.java
index 12620907c..1dc5598e5 100644
--- a/redis/reactive/src/test/java/example/springdata/redis/commands/KeyCommandsTests.java
+++ b/redis/reactive/src/test/java/example/springdata/redis/commands/KeyCommandsTests.java
@@ -15,19 +15,14 @@
  */
 package example.springdata.redis.commands;
 
-import example.springdata.redis.RedisTestConfiguration;
-import example.springdata.redis.test.condition.EnabledOnRedisAvailable;
-import reactor.core.publisher.Flux;
-import reactor.test.StepVerifier;
-
 import java.nio.ByteBuffer;
 import java.time.Duration;
 import java.util.Collections;
 import java.util.UUID;
 
+import example.springdata.redis.RedisTestConfiguration;
 import org.junit.jupiter.api.BeforeEach;
 import org.junit.jupiter.api.Test;
-
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.boot.test.context.SpringBootTest;
 import org.springframework.data.redis.connection.ReactiveRedisConnection;
@@ -36,6 +31,8 @@
 import org.springframework.data.redis.serializer.RedisSerializer;
 import org.springframework.data.redis.serializer.StringRedisSerializer;
 import org.springframework.data.redis.util.ByteUtils;
+import reactor.core.publisher.Flux;
+import reactor.test.StepVerifier;
 
 /**
  * Show usage of reactive operations on Redis keys using low level API provided by
@@ -44,7 +41,6 @@
  * @author Mark Paluch
  */
 @SpringBootTest(classes = RedisTestConfiguration.class)
-@EnabledOnRedisAvailable
 class KeyCommandsTests {
 
 	private static final String PREFIX = KeyCommandsTests.class.getSimpleName();
diff --git a/redis/reactive/src/test/java/example/springdata/redis/operations/JacksonJsonTests.java b/redis/reactive/src/test/java/example/springdata/redis/operations/JacksonJsonTests.java
index 81b1cb18b..716d775d3 100644
--- a/redis/reactive/src/test/java/example/springdata/redis/operations/JacksonJsonTests.java
+++ b/redis/reactive/src/test/java/example/springdata/redis/operations/JacksonJsonTests.java
@@ -18,7 +18,6 @@
 import example.springdata.redis.EmailAddress;
 import example.springdata.redis.Person;
 import example.springdata.redis.RedisTestConfiguration;
-import example.springdata.redis.test.condition.EnabledOnRedisAvailable;
 import lombok.extern.slf4j.Slf4j;
 import reactor.test.StepVerifier;
 
@@ -39,7 +38,6 @@
  */
 @Slf4j
 @SpringBootTest(classes = RedisTestConfiguration.class)
-@EnabledOnRedisAvailable
 class JacksonJsonTests {
 
 	@Autowired ReactiveRedisOperations<String, Person> typedOperations;
diff --git a/redis/reactive/src/test/java/example/springdata/redis/operations/ListOperationsTests.java b/redis/reactive/src/test/java/example/springdata/redis/operations/ListOperationsTests.java
index 4a15c86b3..46457dc11 100644
--- a/redis/reactive/src/test/java/example/springdata/redis/operations/ListOperationsTests.java
+++ b/redis/reactive/src/test/java/example/springdata/redis/operations/ListOperationsTests.java
@@ -16,7 +16,6 @@
 package example.springdata.redis.operations;
 
 import example.springdata.redis.RedisTestConfiguration;
-import example.springdata.redis.test.condition.EnabledOnRedisAvailable;
 import lombok.extern.slf4j.Slf4j;
 import reactor.core.publisher.Mono;
 import reactor.test.StepVerifier;
@@ -38,7 +37,6 @@
  */
 @Slf4j
 @SpringBootTest(classes = RedisTestConfiguration.class)
-@EnabledOnRedisAvailable
 class ListOperationsTests {
 
 	@Autowired ReactiveRedisOperations<String, String> operations;
diff --git a/redis/reactive/src/test/java/example/springdata/redis/operations/ValueOperationsTests.java b/redis/reactive/src/test/java/example/springdata/redis/operations/ValueOperationsTests.java
index 87558b5ab..f27cdb823 100644
--- a/redis/reactive/src/test/java/example/springdata/redis/operations/ValueOperationsTests.java
+++ b/redis/reactive/src/test/java/example/springdata/redis/operations/ValueOperationsTests.java
@@ -18,7 +18,6 @@
 import static org.assertj.core.api.Assertions.*;
 
 import example.springdata.redis.RedisTestConfiguration;
-import example.springdata.redis.test.condition.EnabledOnRedisAvailable;
 import lombok.extern.slf4j.Slf4j;
 import reactor.core.publisher.Mono;
 import reactor.test.StepVerifier;
@@ -39,7 +38,6 @@
  */
 @Slf4j
 @SpringBootTest(classes = RedisTestConfiguration.class)
-@EnabledOnRedisAvailable
 class ValueOperationsTests {
 
 	@Autowired ReactiveRedisOperations<String, String> operations;
diff --git a/redis/repositories/pom.xml b/redis/repositories/pom.xml
index fd8a5e133..e8fdc3e12 100644
--- a/redis/repositories/pom.xml
+++ b/redis/repositories/pom.xml
@@ -15,15 +15,13 @@
 	<dependencies>
 
 		<dependency>
-			<groupId>${project.groupId}</groupId>
-			<artifactId>spring-data-redis-example-utils</artifactId>
-			<version>${project.version}</version>
+			<groupId>org.springframework.boot</groupId>
+			<artifactId>spring-boot-testcontainers</artifactId>
 			<scope>test</scope>
 		</dependency>
-
 		<dependency>
-			<groupId>com.github.kstyrc</groupId>
-			<artifactId>embedded-redis</artifactId>
+			<groupId>org.springframework</groupId>
+			<artifactId>spring-test</artifactId>
 			<scope>test</scope>
 		</dependency>
 
diff --git a/redis/repositories/src/test/java/example/springdata/redis/repositories/PersonRepositoryTests.java b/redis/repositories/src/test/java/example/springdata/redis/repositories/PersonRepositoryTests.java
index d169460e7..e325046fa 100644
--- a/redis/repositories/src/test/java/example/springdata/redis/repositories/PersonRepositoryTests.java
+++ b/redis/repositories/src/test/java/example/springdata/redis/repositories/PersonRepositoryTests.java
@@ -17,7 +17,7 @@
 
 import static org.assertj.core.api.Assertions.*;
 
-import example.springdata.redis.test.condition.EnabledOnRedisAvailable;
+import com.redis.testcontainers.RedisContainer;
 
 import java.nio.charset.Charset;
 import java.nio.charset.StandardCharsets;
@@ -29,6 +29,7 @@
 
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.boot.test.autoconfigure.data.redis.DataRedisTest;
+import org.springframework.boot.testcontainers.service.connection.ServiceConnection;
 import org.springframework.data.domain.Example;
 import org.springframework.data.domain.PageRequest;
 import org.springframework.data.domain.Pageable;
@@ -40,16 +41,23 @@
 import org.springframework.data.redis.core.RedisOperations;
 import org.springframework.data.redis.core.index.GeoIndexed;
 import org.springframework.data.redis.core.index.Indexed;
+import org.testcontainers.junit.jupiter.Container;
+import org.testcontainers.junit.jupiter.Testcontainers;
+import org.testcontainers.utility.DockerImageName;
 
 /**
  * @author Christoph Strobl
  * @author Oliver Gierke
  * @author Mark Paluch
  */
+@Testcontainers
 @DataRedisTest
-@EnabledOnRedisAvailable
 class PersonRepositoryTests {
 
+	@Container
+	@ServiceConnection
+	static RedisContainer redis = new RedisContainer(DockerImageName.parse("redis:7"));
+
 	/** {@link Charset} for String conversion **/
 	private static final Charset CHARSET = StandardCharsets.UTF_8;
 
diff --git a/redis/streams/pom.xml b/redis/streams/pom.xml
index 73d473363..8cdcce5f2 100644
--- a/redis/streams/pom.xml
+++ b/redis/streams/pom.xml
@@ -22,9 +22,13 @@
 		</dependency>
 
 		<dependency>
-			<groupId>${project.groupId}</groupId>
-			<artifactId>spring-data-redis-example-utils</artifactId>
-			<version>${project.version}</version>
+			<groupId>org.springframework.boot</groupId>
+			<artifactId>spring-boot-testcontainers</artifactId>
+			<scope>test</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.springframework</groupId>
+			<artifactId>spring-test</artifactId>
 			<scope>test</scope>
 		</dependency>
 
diff --git a/redis/streams/src/test/java/example/springdata/redis/reactive/ReactiveStreamApiTests.java b/redis/streams/src/test/java/example/springdata/redis/reactive/ReactiveStreamApiTests.java
index 2ed3a06c3..ed061f717 100644
--- a/redis/streams/src/test/java/example/springdata/redis/reactive/ReactiveStreamApiTests.java
+++ b/redis/streams/src/test/java/example/springdata/redis/reactive/ReactiveStreamApiTests.java
@@ -18,8 +18,12 @@
 import static org.assertj.core.api.Assertions.*;
 import static org.springframework.data.redis.connection.stream.StreamOffset.*;
 
+import com.redis.testcontainers.RedisContainer;
 import example.springdata.redis.SensorData;
-import example.springdata.redis.test.condition.EnabledOnCommand;
+import org.springframework.boot.testcontainers.service.connection.ServiceConnection;
+import org.testcontainers.junit.jupiter.Container;
+import org.testcontainers.junit.jupiter.Testcontainers;
+import org.testcontainers.utility.DockerImageName;
 import reactor.test.StepVerifier;
 
 import java.time.Duration;
@@ -43,11 +47,15 @@
 /**
  * @author Christoph Strobl
  */
+@Testcontainers
 @DataRedisTest
-@EnabledOnCommand("XADD")
 @ImportAutoConfiguration(RedisReactiveAutoConfiguration.class)
 class ReactiveStreamApiTests {
 
+	@Container
+	@ServiceConnection
+	static RedisContainer redis = new RedisContainer(DockerImageName.parse("redis:7"));
+
 	@Autowired ReactiveStringRedisTemplate template;
 	@Autowired StreamReceiver<String, MapRecord<String, String, String>> streamReceiver;
 
diff --git a/redis/streams/src/test/java/example/springdata/redis/sync/SyncStreamApiTests.java b/redis/streams/src/test/java/example/springdata/redis/sync/SyncStreamApiTests.java
index 0cf27940f..b4d7d08a8 100644
--- a/redis/streams/src/test/java/example/springdata/redis/sync/SyncStreamApiTests.java
+++ b/redis/streams/src/test/java/example/springdata/redis/sync/SyncStreamApiTests.java
@@ -18,8 +18,8 @@
 import static org.assertj.core.api.Assertions.*;
 import static org.springframework.data.redis.connection.stream.StreamOffset.*;
 
+import com.redis.testcontainers.RedisContainer;
 import example.springdata.redis.SensorData;
-import example.springdata.redis.test.condition.EnabledOnCommand;
 
 import java.util.concurrent.TimeUnit;
 
@@ -28,6 +28,7 @@
 
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.boot.test.autoconfigure.data.redis.DataRedisTest;
+import org.springframework.boot.testcontainers.service.connection.ServiceConnection;
 import org.springframework.data.redis.RedisSystemException;
 import org.springframework.data.redis.connection.stream.MapRecord;
 import org.springframework.data.redis.connection.stream.ReadOffset;
@@ -36,15 +37,22 @@
 import org.springframework.data.redis.core.StreamOperations;
 import org.springframework.data.redis.core.StringRedisTemplate;
 import org.springframework.data.redis.stream.StreamMessageListenerContainer;
+import org.testcontainers.junit.jupiter.Container;
+import org.testcontainers.junit.jupiter.Testcontainers;
+import org.testcontainers.utility.DockerImageName;
 
 /**
  * @author Christoph Strobl
  * @author Mark Paluch
  */
+@Testcontainers
 @DataRedisTest
-@EnabledOnCommand("XADD")
 class SyncStreamApiTests {
 
+	@Container
+	@ServiceConnection
+	static RedisContainer redis = new RedisContainer(DockerImageName.parse("redis:7"));
+
 	@Autowired StringRedisTemplate template;
 	@Autowired StreamMessageListenerContainer<String, MapRecord<String, String, String>> messageListenerContainer;
 
diff --git a/redis/util/pom.xml b/redis/util/pom.xml
index 09db062aa..8d345c0da 100644
--- a/redis/util/pom.xml
+++ b/redis/util/pom.xml
@@ -25,12 +25,6 @@
 			<artifactId>lettuce-core</artifactId>
 		</dependency>
 
-		<dependency>
-			<groupId>com.github.kstyrc</groupId>
-			<artifactId>embedded-redis</artifactId>
-			<optional>true</optional>
-		</dependency>
-
 	</dependencies>
 
 </project>

From ae7cb66e3fe3fc499ee4722f66e6358d6e2bc345 Mon Sep 17 00:00:00 2001
From: Mateusz Chrzonstowski <mateusz.chrzonstowski@paramount.com>
Date: Fri, 23 Aug 2024 03:58:25 +0200
Subject: [PATCH 30/42] Ensure version update happens in transaction with
 insert.

Original pull request #687
---
 .../PartyHatRepositoryImpl.java               |  2 ++
 .../SelectiveUpdateApplication.java           |  1 -
 .../SelectiveUpdateApplicationTests.java      | 21 ++++++++++++++++++-
 3 files changed, 22 insertions(+), 2 deletions(-)

diff --git a/jdbc/howto/selectiveupdate/src/main/java/example.springdata/jdbc/howto/selectiveupdate/PartyHatRepositoryImpl.java b/jdbc/howto/selectiveupdate/src/main/java/example.springdata/jdbc/howto/selectiveupdate/PartyHatRepositoryImpl.java
index 3513338f6..b0f822c50 100644
--- a/jdbc/howto/selectiveupdate/src/main/java/example.springdata/jdbc/howto/selectiveupdate/PartyHatRepositoryImpl.java
+++ b/jdbc/howto/selectiveupdate/src/main/java/example.springdata/jdbc/howto/selectiveupdate/PartyHatRepositoryImpl.java
@@ -17,6 +17,7 @@
 
 import org.springframework.dao.OptimisticLockingFailureException;
 import org.springframework.jdbc.core.namedparam.NamedParameterJdbcOperations;
+import org.springframework.transaction.annotation.Transactional;
 
 import java.util.HashMap;
 import java.util.Map;
@@ -35,6 +36,7 @@ public PartyHatRepositoryImpl(NamedParameterJdbcOperations template) {
 		this.template = template;
 	}
 
+	@Transactional
 	@Override
 	public void addPartyHat(Minion minion) {
 
diff --git a/jdbc/howto/selectiveupdate/src/main/java/example.springdata/jdbc/howto/selectiveupdate/SelectiveUpdateApplication.java b/jdbc/howto/selectiveupdate/src/main/java/example.springdata/jdbc/howto/selectiveupdate/SelectiveUpdateApplication.java
index 9e1b01dd8..d1e005f01 100644
--- a/jdbc/howto/selectiveupdate/src/main/java/example.springdata/jdbc/howto/selectiveupdate/SelectiveUpdateApplication.java
+++ b/jdbc/howto/selectiveupdate/src/main/java/example.springdata/jdbc/howto/selectiveupdate/SelectiveUpdateApplication.java
@@ -17,7 +17,6 @@
 
 import org.springframework.boot.SpringApplication;
 import org.springframework.boot.autoconfigure.SpringBootApplication;
-import org.springframework.cache.annotation.EnableCaching;
 
 @SpringBootApplication
 class SelectiveUpdateApplication {
diff --git a/jdbc/howto/selectiveupdate/src/test/java/example/springdata/jdbc/howto/selectiveupdate/SelectiveUpdateApplicationTests.java b/jdbc/howto/selectiveupdate/src/test/java/example/springdata/jdbc/howto/selectiveupdate/SelectiveUpdateApplicationTests.java
index 5d6943496..041679138 100644
--- a/jdbc/howto/selectiveupdate/src/test/java/example/springdata/jdbc/howto/selectiveupdate/SelectiveUpdateApplicationTests.java
+++ b/jdbc/howto/selectiveupdate/src/test/java/example/springdata/jdbc/howto/selectiveupdate/SelectiveUpdateApplicationTests.java
@@ -58,7 +58,7 @@ void turnPurpleByDirectUpdate() {
 
 		Minion bob2 = minions.findById(bob.id).orElseThrow();
 
-		assertThat(bob2.toys).containsExactly(bob.toys.toArray(new Toy[] {}));
+		assertThat(bob2.toys).containsExactlyElementsOf(bob.toys);
 		assertThat(bob2.name).isEqualTo("Bob");
 		assertThat(bob2.color).isEqualTo(Color.PURPLE);
 	}
@@ -81,4 +81,23 @@ void grantPartyHat() {
 		assertThatExceptionOfType(OptimisticLockingFailureException.class).isThrownBy(() -> minions.addPartyHat(bob));
 	}
 
+	@Test
+	void cannotGrantPartyHatWhenOutOfSync() {
+
+		Minion bob = new Minion("Bob").addToy(new Toy("Tiger Duck")).addToy(new Toy("Security blanket"));
+		minions.save(bob);
+		minions.turnPurple(bob.id);
+
+		assertThat(bob.color).isEqualTo(Color.YELLOW);
+		assertThat(bob.version).isOne();
+		assertThatExceptionOfType(OptimisticLockingFailureException.class).isThrownBy(() -> minions.addPartyHat(bob));
+
+		Minion bob2 = minions.findById(bob.id).orElseThrow();
+
+		assertThat(bob2.name).isEqualTo("Bob");
+		assertThat(bob2.color).isEqualTo(Color.PURPLE);
+		assertThat(bob2.version).isEqualTo(bob.version + 1);
+		assertThat(bob2.toys).extracting("name").containsExactlyInAnyOrder("Tiger Duck", "Security blanket");
+	}
+
 }

From 87f80ff750578cd17964df481e9be326b310c0f5 Mon Sep 17 00:00:00 2001
From: Christoph Strobl <christoph.strobl@broadcom.com>
Date: Wed, 23 Oct 2024 13:48:18 +0200
Subject: [PATCH 31/42] Upgrade to Spring Boot 3.4.0.

Closes: #689
---
 pom.xml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/pom.xml b/pom.xml
index 685ea2946..7fb21474b 100644
--- a/pom.xml
+++ b/pom.xml
@@ -13,7 +13,7 @@
 	<parent>
 		<groupId>org.springframework.boot</groupId>
 		<artifactId>spring-boot-starter-parent</artifactId>
-		<version>3.3.2</version>
+		<version>3.4.0</version>
 	</parent>
 
 	<modules>
@@ -44,14 +44,14 @@
 		<profile>
 			<id>spring-data-next-releasetrain</id>
 			<properties>
-				<spring-data-bom.version>2024.0.0-SNAPSHOT</spring-data-bom.version>
+				<spring-data-bom.version>2025.0.0-SNAPSHOT</spring-data-bom.version>
 			</properties>
 		</profile>
 
 		<profile>
 			<id>spring-data-next</id>
 			<properties>
-				<spring-data-bom.version>2023.1.2-SNAPSHOT</spring-data-bom.version>
+				<spring-data-bom.version>2024.1.1-SNAPSHOT</spring-data-bom.version>
 			</properties>
 		</profile>
 

From a4c5214b3965b856a7964615fc4df0132dc3ca49 Mon Sep 17 00:00:00 2001
From: Christoph Strobl <christoph.strobl@broadcom.com>
Date: Mon, 28 Oct 2024 13:32:17 +0100
Subject: [PATCH 32/42] Update MongoDB samples.

Use default MongoDB container in tests and remove sample for deprecated server side scripting.
---
 .../advanced/ServersideScriptTests.java       | 124 ------------------
 .../imperative/CustomerRepositoryTests.java   |   7 +-
 .../mongodb/util/MongoContainers.java         |   2 +-
 3 files changed, 3 insertions(+), 130 deletions(-)
 delete mode 100644 mongodb/example/src/test/java/example/springdata/mongodb/advanced/ServersideScriptTests.java

diff --git a/mongodb/example/src/test/java/example/springdata/mongodb/advanced/ServersideScriptTests.java b/mongodb/example/src/test/java/example/springdata/mongodb/advanced/ServersideScriptTests.java
deleted file mode 100644
index c11cbf441..000000000
--- a/mongodb/example/src/test/java/example/springdata/mongodb/advanced/ServersideScriptTests.java
+++ /dev/null
@@ -1,124 +0,0 @@
-/*
- * Copyright 2015-2021 the original author or authors.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *      https://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package example.springdata.mongodb.advanced;
-
-import static org.assertj.core.api.Assertions.*;
-
-import example.springdata.mongodb.customer.Customer;
-
-import java.util.Map;
-
-import org.bson.Document;
-import org.junit.jupiter.api.BeforeEach;
-import org.junit.jupiter.api.Disabled;
-import org.junit.jupiter.api.Test;
-
-import org.springframework.beans.factory.annotation.Autowired;
-import org.springframework.boot.test.autoconfigure.data.mongo.DataMongoTest;
-import org.springframework.data.mongodb.core.MongoOperations;
-import org.springframework.data.mongodb.core.script.ExecutableMongoScript;
-import org.springframework.data.mongodb.core.script.NamedMongoScript;
-import org.springframework.test.context.DynamicPropertyRegistry;
-import org.springframework.test.context.DynamicPropertySource;
-import org.testcontainers.containers.MongoDBContainer;
-import org.testcontainers.junit.jupiter.Container;
-import org.testcontainers.junit.jupiter.Testcontainers;
-import org.testcontainers.utility.DockerImageName;
-
-/**
- * @author Christoph Strobl
- * @author Oliver Gierke
- */
-@Testcontainers
-@DataMongoTest
-class ServersideScriptTests {
-
-	@Container //
-	private static MongoDBContainer mongoDBContainer = new MongoDBContainer(
-			DockerImageName.parse("mongo:3.6"));
-
-	@DynamicPropertySource
-	static void setProperties(DynamicPropertyRegistry registry) {
-		registry.add("spring.data.mongodb.uri", mongoDBContainer::getReplicaSetUrl);
-	}
-
-	@Autowired AdvancedRepository repository;
-	@Autowired MongoOperations operations;
-
-	@BeforeEach
-	void setUp() {
-
-		if (!operations.collectionExists(Customer.class)) {
-			operations.createCollection(Customer.class);
-		}
-
-		// just make sure we remove everything properly
-		operations.getCollection("system.js").deleteMany(new Document());
-		repository.deleteAll();
-	}
-
-	/**
-	 * Store and call an arbitrary JavaScript function (in this case a simple echo script) via its name.
-	 */
-	@Test
-	void saveAndCallScriptViaName() {
-
-		operations.scriptOps()
-				.register(new NamedMongoScript("echoScript", new ExecutableMongoScript("function(x) { return x; }")));
-
-		assertThat(operations.scriptOps().call("echoScript", "Hello echo...!")).isEqualTo("Hello echo...!");
-	}
-
-	/**
-	 * Use a script execution to create an atomic put-if-absent operation that fulfills the contract of
-	 * {@link Map#putIfAbsent(Object, Object)}
-	 */
-	@Test
-	@Disabled
-	void complexScriptExecutionSimulatingPutIfAbsent() {
-
-		var ned = new Customer("Ned", "Stark");
-		ned.setId("ned-stark");
-
-		// #1: on first insert null has to be returned
-		assertThat(operations.scriptOps().execute(createExecutablePutIfAbsentScript(ned))).isNotNull();
-
-		// #2: change the firstname and put the object again, we expect a return value.
-		ned.setFirstname("Eddard");
-		assertThat(operations.scriptOps().execute(createExecutablePutIfAbsentScript(ned))).isNotNull();
-
-		// #3: make sure the entity has not been altered by #2
-		assertThat(repository.findById(ned.getId()))
-				.hasValueSatisfying(it -> assertThat(it.getFirstname()).isEqualTo("Ned"));
-		assertThat(repository.count()).isEqualTo(1L);
-	}
-
-	private ExecutableMongoScript createExecutablePutIfAbsentScript(Customer customer) {
-
-		var collectionName = operations.getCollectionName(Customer.class);
-		var id = operations.getConverter().getMappingContext().getRequiredPersistentEntity(Customer.class)
-				.getIdentifierAccessor(customer).getIdentifier();
-
-		var document = new Document();
-		operations.getConverter().write(customer, document);
-
-		var scriptString = String.format(
-				"object  =  db.%1$s.findOne({\"_id\": \"%2$s\"}); if (object == null) { db.%1s.insert(%3$s); return null; } else { return object; }",
-				collectionName, id, document);
-
-		return new ExecutableMongoScript(scriptString);
-	}
-}
diff --git a/mongodb/querydsl/src/test/java/example/springdata/mongodb/imperative/CustomerRepositoryTests.java b/mongodb/querydsl/src/test/java/example/springdata/mongodb/imperative/CustomerRepositoryTests.java
index aad71680f..04ffd7017 100644
--- a/mongodb/querydsl/src/test/java/example/springdata/mongodb/imperative/CustomerRepositoryTests.java
+++ b/mongodb/querydsl/src/test/java/example/springdata/mongodb/imperative/CustomerRepositoryTests.java
@@ -19,10 +19,9 @@
 
 import example.springdata.mongodb.Customer;
 import example.springdata.mongodb.QCustomer;
-
+import example.springdata.mongodb.util.MongoContainers;
 import org.junit.jupiter.api.BeforeEach;
 import org.junit.jupiter.api.Test;
-
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.boot.test.autoconfigure.data.mongo.DataMongoTest;
 import org.springframework.data.mongodb.core.MongoOperations;
@@ -31,7 +30,6 @@
 import org.testcontainers.containers.MongoDBContainer;
 import org.testcontainers.junit.jupiter.Container;
 import org.testcontainers.junit.jupiter.Testcontainers;
-import org.testcontainers.utility.DockerImageName;
 
 /**
  * @author Christoph Strobl
@@ -41,8 +39,7 @@
 class CustomerRepositoryTests {
 
 	@Container //
-	private static MongoDBContainer mongoDBContainer = new MongoDBContainer(
-			DockerImageName.parse("mongo:5.0"));
+	private static MongoDBContainer mongoDBContainer = MongoContainers.getDefaultContainer();
 
 	@DynamicPropertySource
 	static void setProperties(DynamicPropertyRegistry registry) {
diff --git a/mongodb/util/src/main/java/example/springdata/mongodb/util/MongoContainers.java b/mongodb/util/src/main/java/example/springdata/mongodb/util/MongoContainers.java
index d45922037..9dcd3d651 100644
--- a/mongodb/util/src/main/java/example/springdata/mongodb/util/MongoContainers.java
+++ b/mongodb/util/src/main/java/example/springdata/mongodb/util/MongoContainers.java
@@ -25,7 +25,7 @@
  */
 public class MongoContainers {
 
-	private static final String IMAGE_NAME = "mongo:5.0";
+	private static final String IMAGE_NAME = "mongo:8.0";
 	private static final String IMAGE_NAME_PROPERTY = "mongo.default.image.name";
 
 	public static MongoDBContainer getDefaultContainer() {

From 8d0bde037b6dbc0b92ba21926fc3ba46c06bba7e Mon Sep 17 00:00:00 2001
From: Christoph Strobl <christoph.strobl@broadcom.com>
Date: Tue, 6 Aug 2024 15:36:27 +0200
Subject: [PATCH 33/42] Add sample for reusable repository extensions.

Closes #690
---
 README.adoc                                   |      4 +-
 mongodb/fragment-spi/README.md                |     35 +
 mongodb/fragment-spi/atlas-api/pom.xml        |     14 +
 .../spi/mongodb/atlas/AtlasRepository.java    |     27 +
 .../atlas/AtlasRepositoryFragment.java        |     74 +
 .../main/resources/META-INF/spring.factories  |      1 +
 mongodb/fragment-spi/pom.xml                  |     19 +
 mongodb/fragment-spi/sample/pom.xml           |     26 +
 .../mongodb/ApplicationConfiguration.java     |     26 +
 .../java/com/example/data/mongodb/Movie.java  |     62 +
 .../example/data/mongodb/MovieRepository.java |     26 +
 .../src/main/resources/application.properties |      1 +
 .../data/mongodb/MovieRepositoryTests.java    |    266 +
 .../java/com/example/data/mongodb/Movies.java |    109 +
 .../test/resources/mflix.embedded_movies.json | 629618 +++++++++++++++
 mongodb/pom.xml                               |      1 +
 .../mongodb/util/AtlasContainer.java          |     59 +
 .../mongodb/util/MongoContainers.java         |     20 +-
 18 files changed, 630380 insertions(+), 8 deletions(-)
 create mode 100644 mongodb/fragment-spi/README.md
 create mode 100644 mongodb/fragment-spi/atlas-api/pom.xml
 create mode 100644 mongodb/fragment-spi/atlas-api/src/main/java/com/example/spi/mongodb/atlas/AtlasRepository.java
 create mode 100644 mongodb/fragment-spi/atlas-api/src/main/java/com/example/spi/mongodb/atlas/AtlasRepositoryFragment.java
 create mode 100644 mongodb/fragment-spi/atlas-api/src/main/resources/META-INF/spring.factories
 create mode 100644 mongodb/fragment-spi/pom.xml
 create mode 100644 mongodb/fragment-spi/sample/pom.xml
 create mode 100644 mongodb/fragment-spi/sample/src/main/java/com/example/data/mongodb/ApplicationConfiguration.java
 create mode 100644 mongodb/fragment-spi/sample/src/main/java/com/example/data/mongodb/Movie.java
 create mode 100644 mongodb/fragment-spi/sample/src/main/java/com/example/data/mongodb/MovieRepository.java
 create mode 100644 mongodb/fragment-spi/sample/src/main/resources/application.properties
 create mode 100644 mongodb/fragment-spi/sample/src/test/java/com/example/data/mongodb/MovieRepositoryTests.java
 create mode 100644 mongodb/fragment-spi/sample/src/test/java/com/example/data/mongodb/Movies.java
 create mode 100644 mongodb/fragment-spi/sample/src/test/resources/mflix.embedded_movies.json
 create mode 100644 mongodb/util/src/main/java/example/springdata/mongodb/util/AtlasContainer.java

diff --git a/README.adoc b/README.adoc
index 235e3fbef..43d26ddbd 100644
--- a/README.adoc
+++ b/README.adoc
@@ -112,8 +112,8 @@ WARNING: If you're done using it, don't forget to shut it down!
 
 == Miscellaneous
 
-* `bom` - Example project how to use the Spring Data release train bom in non-Spring-Boot
- scenarios.
+* `mongodb/fragment-spi` - Example project how to use Spring Data Fragment SPI to provide reusable custom extensions.
+* `bom` - Example project how to use the Spring Data release train bom in non-Spring-Boot scenarios.
 * `map` - Example project to show how to use `Map`-backed repositories.
 * `multi-store` - Example project to use both Spring Data MongoDB and Spring Data JPA in
  one project.
diff --git a/mongodb/fragment-spi/README.md b/mongodb/fragment-spi/README.md
new file mode 100644
index 000000000..9b514b27f
--- /dev/null
+++ b/mongodb/fragment-spi/README.md
@@ -0,0 +1,35 @@
+# Spring Data - Fragment SPI Example
+
+This project contains a sample using `spring.factories` to register implementation details for a repository extension for MongoDB Vector Search that lives outside of the project namespace. 
+
+The project is divided into the `atlas-api`, providing the extension, and the `sample` using it.
+
+## atlas-api
+
+The `AtlasRepository` is the base interface containing a `vectorSearch` method that is implemented in `AtlasRepositoryFragment`. The configuration in `src/main/resources/META-INF/spring.factories` makes sure it is picked up by the spring data infrastructure.
+
+The implementation leverages `RepositoryMethodContext` to get hold of method invocation metadata to determine the collection name derived from the repositories domain type `<T>`.
+Since providing the metadata needs to be explicitly activated the `AtlasRepositoryFragment` uses the additional marker interface `RepositoryMetadataAccess` enabling the features for repositories extending the `AtlasRepository`.  
+
+## sample
+
+The `MovieRepository` extends the `AtlasRepository` from the api project using a `Movie` type targeting the `movies` collection. No further configuration is needed to use the provided `vectorSearch` within the `MovieRepositoryTests`.
+
+The `Movies` class in `src/main/test` takes care of setting up required test data and indexes.
+
+## Running the sample
+
+The is using a local MongoDB Atlas instance bootstrapped by Testcontainers.
+Running the `MovieRepositoryTests` the `test/movies` collection will be populated with about 400 entries from the `mflix.embedded_movies.json` file.
+Please be patient while data is loaded into the database and the index created afterwards.
+Progress information will be printed to the log.
+```log
+INFO - com.example.data.mongodb.Movies:  73 - Loading movies mflix.embedded_movies.json
+INFO - com.example.data.mongodb.Movies:  90 - Created 420 movies in test.movies
+INFO - com.example.data.mongodb.Movies:  65 - creating vector index
+INFO - com.example.data.mongodb.Movies:  68 - index 'plot_vector_index' created
+```
+Once data and index are available search result will be printed:
+```log
+INFO - ...mongodb.MovieRepositoryTests: 183 - Movie{id='66d6ee0937e07b74aa2939cc', ...
+```
diff --git a/mongodb/fragment-spi/atlas-api/pom.xml b/mongodb/fragment-spi/atlas-api/pom.xml
new file mode 100644
index 000000000..d7b01df81
--- /dev/null
+++ b/mongodb/fragment-spi/atlas-api/pom.xml
@@ -0,0 +1,14 @@
+<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 https://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <modelVersion>4.0.0</modelVersion>
+
+    <parent>
+        <groupId>org.springframework.data.examples</groupId>
+        <artifactId>spring-data-mongodb-fragment-spi</artifactId>
+        <version>2.0.0.BUILD-SNAPSHOT</version>
+    </parent>
+
+    <artifactId>spring-data-mongodb-fragment-spi-atlas</artifactId>
+    <name>Spring Data MongoDB - Reusable Fragments - Vector Search Fragment</name>
+
+</project>
diff --git a/mongodb/fragment-spi/atlas-api/src/main/java/com/example/spi/mongodb/atlas/AtlasRepository.java b/mongodb/fragment-spi/atlas-api/src/main/java/com/example/spi/mongodb/atlas/AtlasRepository.java
new file mode 100644
index 000000000..1dc0f8e47
--- /dev/null
+++ b/mongodb/fragment-spi/atlas-api/src/main/java/com/example/spi/mongodb/atlas/AtlasRepository.java
@@ -0,0 +1,27 @@
+/*
+ * Copyright 2024 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      https://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package com.example.spi.mongodb.atlas;
+
+import java.util.List;
+
+
+/**
+ * @author Christoph Strobl
+ */
+public interface AtlasRepository<T> {
+
+    List<T> vectorSearch(String index, String path, List<Double> vector);
+}
diff --git a/mongodb/fragment-spi/atlas-api/src/main/java/com/example/spi/mongodb/atlas/AtlasRepositoryFragment.java b/mongodb/fragment-spi/atlas-api/src/main/java/com/example/spi/mongodb/atlas/AtlasRepositoryFragment.java
new file mode 100644
index 000000000..f07c1a722
--- /dev/null
+++ b/mongodb/fragment-spi/atlas-api/src/main/java/com/example/spi/mongodb/atlas/AtlasRepositoryFragment.java
@@ -0,0 +1,74 @@
+/*
+ * Copyright 2024 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      https://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package com.example.spi.mongodb.atlas;
+
+import java.util.List;
+
+import org.bson.Document;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.core.ResolvableType;
+import org.springframework.data.domain.Limit;
+import org.springframework.data.mongodb.core.MongoOperations;
+import org.springframework.data.mongodb.core.aggregation.Aggregation;
+import org.springframework.data.repository.core.RepositoryMetadata;
+import org.springframework.data.repository.core.RepositoryMethodContext;
+import org.springframework.data.repository.core.support.RepositoryMetadataAccess;
+
+class AtlasRepositoryFragment<T> implements AtlasRepository<T>, RepositoryMetadataAccess {
+
+    private final MongoOperations mongoOperations;
+
+    public AtlasRepositoryFragment(@Autowired MongoOperations mongoOperations) {
+        this.mongoOperations = mongoOperations;
+    }
+
+    @Override
+    @SuppressWarnings("unchecked")
+    public List<T> vectorSearch(String index, String path, List<Double> vector) {
+
+        RepositoryMethodContext methodContext = RepositoryMethodContext.getContext();
+
+        Class<?> domainType = resolveDomainType(methodContext.getMetadata());
+
+        Document $vectorSearch = createDocument(index, path, vector, Limit.of(10));
+        Aggregation aggregation = Aggregation.newAggregation(ctx -> $vectorSearch);
+
+        return (List<T>) mongoOperations.aggregate(aggregation, mongoOperations.getCollectionName(domainType), domainType).getMappedResults();
+    }
+
+    @SuppressWarnings("unchecked")
+    private static <T> Class<T> resolveDomainType(RepositoryMetadata metadata) {
+
+        // resolve the actual generic type argument of the AtlasRepository<T>.
+        return (Class<T>) ResolvableType.forClass(metadata.getRepositoryInterface())
+            .as(AtlasRepository.class)
+            .getGeneric(0)
+            .resolve();
+    }
+
+    private static Document createDocument(String indexName, String path, List<Double> vector, Limit limit) {
+
+        Document $vectorSearch = new Document();
+
+        $vectorSearch.append("index", indexName);
+        $vectorSearch.append("path", path);
+        $vectorSearch.append("queryVector", vector);
+        $vectorSearch.append("limit", limit.max());
+        $vectorSearch.append("numCandidates", 150);
+
+        return new Document("$vectorSearch", $vectorSearch);
+    }
+}
diff --git a/mongodb/fragment-spi/atlas-api/src/main/resources/META-INF/spring.factories b/mongodb/fragment-spi/atlas-api/src/main/resources/META-INF/spring.factories
new file mode 100644
index 000000000..cddeae58c
--- /dev/null
+++ b/mongodb/fragment-spi/atlas-api/src/main/resources/META-INF/spring.factories
@@ -0,0 +1 @@
+com.example.spi.mongodb.atlas.AtlasRepository=com.example.spi.mongodb.atlas.AtlasRepositoryFragment
diff --git a/mongodb/fragment-spi/pom.xml b/mongodb/fragment-spi/pom.xml
new file mode 100644
index 000000000..e6d1b8675
--- /dev/null
+++ b/mongodb/fragment-spi/pom.xml
@@ -0,0 +1,19 @@
+<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 https://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <modelVersion>4.0.0</modelVersion>
+
+    <parent>
+        <groupId>org.springframework.data.examples</groupId>
+        <artifactId>spring-data-mongodb-examples</artifactId>
+        <version>2.0.0.BUILD-SNAPSHOT</version>
+    </parent>
+
+    <artifactId>spring-data-mongodb-fragment-spi</artifactId>
+    <name>Spring Data MongoDB - Reusable Fragments</name>
+    <packaging>pom</packaging>
+
+    <modules>
+        <module>atlas-api</module>
+        <module>sample</module>
+    </modules>
+</project>
diff --git a/mongodb/fragment-spi/sample/pom.xml b/mongodb/fragment-spi/sample/pom.xml
new file mode 100644
index 000000000..0246d9fe2
--- /dev/null
+++ b/mongodb/fragment-spi/sample/pom.xml
@@ -0,0 +1,26 @@
+<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 https://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <modelVersion>4.0.0</modelVersion>
+
+    <parent>
+        <groupId>org.springframework.data.examples</groupId>
+        <artifactId>spring-data-mongodb-fragment-spi</artifactId>
+        <version>2.0.0.BUILD-SNAPSHOT</version>
+    </parent>
+
+    <artifactId>spring-data-mongodb-fragment-spi-usage</artifactId>
+    <name>Spring Data MongoDB - Reusable Fragments - Fragment Usage</name>
+
+    <dependencies>
+        <dependency>
+            <groupId>org.springframework.data.examples</groupId>
+            <artifactId>spring-data-mongodb-fragment-spi-atlas</artifactId>
+            <version>${project.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>org.springframework.data.examples</groupId>
+            <artifactId>spring-data-mongodb-example-utils</artifactId>
+            <scope>test</scope>
+        </dependency>
+    </dependencies>
+</project>
diff --git a/mongodb/fragment-spi/sample/src/main/java/com/example/data/mongodb/ApplicationConfiguration.java b/mongodb/fragment-spi/sample/src/main/java/com/example/data/mongodb/ApplicationConfiguration.java
new file mode 100644
index 000000000..0d553155d
--- /dev/null
+++ b/mongodb/fragment-spi/sample/src/main/java/com/example/data/mongodb/ApplicationConfiguration.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2024 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      https://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package com.example.data.mongodb;
+
+import org.springframework.boot.autoconfigure.SpringBootApplication;
+
+/**
+ * @author Christoph Strobl
+ */
+@SpringBootApplication
+public class ApplicationConfiguration {
+
+}
diff --git a/mongodb/fragment-spi/sample/src/main/java/com/example/data/mongodb/Movie.java b/mongodb/fragment-spi/sample/src/main/java/com/example/data/mongodb/Movie.java
new file mode 100644
index 000000000..6af282b00
--- /dev/null
+++ b/mongodb/fragment-spi/sample/src/main/java/com/example/data/mongodb/Movie.java
@@ -0,0 +1,62 @@
+/*
+ * Copyright 2024 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      https://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package com.example.data.mongodb;
+
+import org.springframework.data.mongodb.core.mapping.Document;
+
+/**
+ * @author Christoph Strobl
+ */
+@Document("movies")
+public class Movie {
+
+    private String id;
+    private String title;
+    private String plot;
+
+    public String getPlot() {
+        return plot;
+    }
+
+    public void setPlot(String plot) {
+        this.plot = plot;
+    }
+
+    public String getId() {
+        return id;
+    }
+
+    public void setId(String id) {
+        this.id = id;
+    }
+
+    public String getTitle() {
+        return title;
+    }
+
+    public void setTitle(String title) {
+        this.title = title;
+    }
+
+    @Override
+    public String toString() {
+        return "Movie{" +
+            "id='" + id + '\'' +
+            ", title='" + title + '\'' +
+            ", plot='" + plot + '\'' +
+            '}';
+    }
+}
diff --git a/mongodb/fragment-spi/sample/src/main/java/com/example/data/mongodb/MovieRepository.java b/mongodb/fragment-spi/sample/src/main/java/com/example/data/mongodb/MovieRepository.java
new file mode 100644
index 000000000..4ef73c58f
--- /dev/null
+++ b/mongodb/fragment-spi/sample/src/main/java/com/example/data/mongodb/MovieRepository.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2024 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      https://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package com.example.data.mongodb;
+
+import com.example.spi.mongodb.atlas.AtlasRepository;
+import org.springframework.data.repository.CrudRepository;
+
+/**
+ * @author Christoph Strobl
+ */
+public interface MovieRepository extends CrudRepository<Movie, String>, AtlasRepository<Movie> {
+
+}
diff --git a/mongodb/fragment-spi/sample/src/main/resources/application.properties b/mongodb/fragment-spi/sample/src/main/resources/application.properties
new file mode 100644
index 000000000..8b1378917
--- /dev/null
+++ b/mongodb/fragment-spi/sample/src/main/resources/application.properties
@@ -0,0 +1 @@
+
diff --git a/mongodb/fragment-spi/sample/src/test/java/com/example/data/mongodb/MovieRepositoryTests.java b/mongodb/fragment-spi/sample/src/test/java/com/example/data/mongodb/MovieRepositoryTests.java
new file mode 100644
index 000000000..7e85722dd
--- /dev/null
+++ b/mongodb/fragment-spi/sample/src/test/java/com/example/data/mongodb/MovieRepositoryTests.java
@@ -0,0 +1,266 @@
+/*
+ * Copyright 2024 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      https://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package com.example.data.mongodb;
+
+import java.util.List;
+import java.util.Objects;
+
+import com.mongodb.client.MongoClient;
+import example.springdata.mongodb.util.AtlasContainer;
+import example.springdata.mongodb.util.MongoContainers;
+import org.junit.jupiter.api.BeforeEach;
+import org.junit.jupiter.api.Test;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.slf4j.event.Level;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.boot.test.context.SpringBootTest;
+import org.springframework.data.domain.Limit;
+import org.springframework.test.context.DynamicPropertyRegistry;
+import org.springframework.test.context.DynamicPropertySource;
+import org.testcontainers.junit.jupiter.Container;
+import org.testcontainers.junit.jupiter.Testcontainers;
+
+/**
+ * @author Christoph Strobl
+ */
+@SpringBootTest
+@Testcontainers
+public class MovieRepositoryTests {
+
+    private static final Logger log = LoggerFactory.getLogger(MovieRepositoryTests.class);
+
+    @Container //
+    private static AtlasContainer atlasLocal = MongoContainers.getAtlasContainer();
+
+    @DynamicPropertySource
+    static void setProperties(DynamicPropertyRegistry registry) {
+        registry.add("spring.data.mongodb.uri", atlasLocal::getConnectionString);
+    }
+
+    @Autowired MovieRepository repository;
+    @Autowired MongoClient client;
+
+    @BeforeEach
+    void setUp() {
+
+        Movies movies = new Movies(client);
+        if (!movies.alreadyInitialized()) {
+            movies.initialize();
+        }
+    }
+
+    @Test
+    void testVectorSearch() {
+
+        List<Movie> result = repository.vectorSearch("plot_vector_index", "plot_embedding", List.of(vectors));
+        result.stream().map(Objects::toString).forEach(log.atLevel(Level.INFO)::log);
+    }
+
+    static Double[] vectors = {-0.0016261312, -0.028070757, -0.011342932, -0.012775794, -0.0027440966, 0.008683807,
+        -0.02575152, -0.02020668, -0.010283281, -0.0041719596, 0.021392956, 0.028657231, -0.006634482, 0.007490867,
+        0.018593878, 0.0038187427, 0.029590257, -0.01451522, 0.016061379, 0.00008528442, -0.008943722, 0.01627464,
+        0.024311995, -0.025911469, 0.00022596726, -0.008863748, 0.008823762, -0.034921836, 0.007910728, -0.01515501,
+        0.035801545, -0.0035688248, -0.020299982, -0.03145631, -0.032256044, -0.028763862, -0.0071576433, -0.012769129,
+        0.012322609, -0.006621153, 0.010583182, 0.024085402, -0.001623632, 0.007864078, -0.021406285, 0.002554159,
+        0.012229307, -0.011762793, 0.0051682983, 0.0048484034, 0.018087378, 0.024325324, -0.037694257, -0.026537929,
+        -0.008803768, -0.017767483, -0.012642504, -0.0062712682, 0.0009771782, -0.010409906, 0.017754154, -0.004671795,
+        -0.030469967, 0.008477209, -0.005218282, -0.0058480743, -0.020153364, -0.0032805866, 0.004248601, 0.0051449724,
+        0.006791097, 0.007650814, 0.003458861, -0.0031223053, -0.01932697, -0.033615597, 0.00745088, 0.006321252,
+        -0.0038154104, 0.014555207, 0.027697546, -0.02828402, 0.0066711367, 0.0077107945, 0.01794076, 0.011349596,
+        -0.0052715978, 0.014755142, -0.019753495, -0.011156326, 0.011202978, 0.022126047, 0.00846388, 0.030549942,
+        -0.0041386373, 0.018847128, -0.00033655585, 0.024925126, -0.003555496, -0.019300312, 0.010749794, 0.0075308536,
+        -0.018287312, -0.016567878, -0.012869096, -0.015528221, 0.0078107617, -0.011156326, 0.013522214, -0.020646535,
+        -0.01211601, 0.055928253, 0.011596181, -0.017247654, 0.0005939711, -0.026977783, -0.003942035, -0.009583511,
+        -0.0055248477, -0.028737204, 0.023179034, 0.003995351, 0.0219661, -0.008470545, 0.023392297, 0.010469886,
+        -0.015874773, 0.007890735, -0.009690142, -0.00024970944, 0.012775794, 0.0114762215, 0.013422247, 0.010429899,
+        -0.03686786, -0.006717788, -0.027484283, 0.011556195, -0.036068123, -0.013915418, -0.0016327957, 0.0151016945,
+        -0.020473259, 0.004671795, -0.012555866, 0.0209531, 0.01982014, 0.024485271, 0.0105431955, -0.005178295,
+        0.033162415, -0.013795458, 0.007150979, 0.010243294, 0.005644808, 0.017260984, -0.0045618312, 0.0024725192,
+        0.004305249, -0.008197301, 0.0014203656, 0.0018460588, 0.005015015, -0.011142998, 0.01439526, 0.022965772,
+        0.02552493, 0.007757446, -0.0019726837, 0.009503538, -0.032042783, 0.008403899, -0.04609149, 0.013808787,
+        0.011749465, 0.036388017, 0.016314628, 0.021939443, -0.0250051, -0.017354285, -0.012962398, 0.00006107364,
+        0.019113706, 0.03081652, -0.018114036, -0.0084572155, 0.009643491, -0.0034721901, 0.0072642746, -0.0090636825,
+        0.01642126, 0.013428912, 0.027724205, 0.0071243206, -0.6858542, -0.031029783, -0.014595194, -0.011449563,
+        0.017514233, 0.01743426, 0.009950057, 0.0029706885, -0.015714826, -0.001806072, 0.011856096, 0.026444625,
+        -0.0010663156, -0.006474535, 0.0016161345, -0.020313311, 0.0148351155, -0.0018393943, 0.0057347785, 0.018300641,
+        -0.018647194, 0.03345565, -0.008070676, 0.0071443142, 0.014301958, 0.0044818576, 0.003838736, -0.007350913,
+        -0.024525259, -0.001142124, -0.018620536, 0.017247654, 0.007037683, 0.010236629, 0.06046009, 0.0138887605,
+        -0.012122675, 0.037694257, 0.0055081863, 0.042492677, 0.00021784494, -0.011656162, 0.010276617, 0.022325981,
+        0.005984696, -0.009496873, 0.013382261, -0.0010563189, 0.0026507939, -0.041639622, 0.008637156, 0.026471283,
+        -0.008403899, 0.024858482, -0.00066686375, -0.0016252982, 0.027590916, 0.0051449724, 0.0058647357, -0.008743787,
+        -0.014968405, 0.027724205, -0.011596181, 0.0047650975, -0.015381602, 0.0043718936, 0.002159289, 0.035908177,
+        -0.008243952, -0.030443309, 0.027564257, 0.042625964, -0.0033688906, 0.01843393, 0.019087048, 0.024578573,
+        0.03268257, -0.015608194, -0.014128681, -0.0033538956, -0.0028757197, -0.004121976, -0.032389335, 0.0034322033,
+        0.058807302, 0.010943064, -0.030523283, 0.008903735, 0.017500903, 0.00871713, -0.0029406983, 0.013995391,
+        -0.03132302, -0.019660193, -0.00770413, -0.0038853872, 0.0015894766, -0.0015294964, -0.006251275, -0.021099718,
+        -0.010256623, -0.008863748, 0.028550599, 0.02020668, -0.0012962399, -0.003415542, -0.0022509254, 0.0119360695,
+        0.027590916, -0.046971202, -0.0015194997, -0.022405956, 0.0016677842, -0.00018535563, -0.015421589, -0.031802863,
+        0.03814744, 0.0065411795, 0.016567878, -0.015621523, 0.022899127, -0.011076353, 0.02841731, -0.002679118,
+        -0.002342562, 0.015341615, 0.01804739, -0.020566562, -0.012989056, -0.002990682, 0.01643459, 0.00042527664,
+        0.008243952, -0.013715484, -0.004835075, -0.009803439, 0.03129636, -0.021432944, 0.0012087687, -0.015741484,
+        -0.0052016205, 0.00080890034, -0.01755422, 0.004811749, -0.017967418, -0.026684547, -0.014128681, 0.0041386373,
+        -0.013742141, -0.010056688, -0.013268964, -0.0110630235, -0.028337335, 0.015981404, -0.00997005, -0.02424535,
+        -0.013968734, -0.028310679, -0.027750863, -0.020699851, 0.02235264, 0.001057985, 0.00081639783, -0.0099367285,
+        0.013522214, -0.012016043, -0.00086471526, 0.013568865, 0.0019376953, -0.019020405, 0.017460918, -0.023045745,
+        0.008503866, 0.0064678704, -0.011509543, 0.018727167, -0.003372223, -0.0028690554, -0.0027024434, -0.011902748,
+        -0.012182655, -0.015714826, -0.0098634185, 0.00593138, 0.018753825, 0.0010146659, 0.013029044, 0.0003521757,
+        -0.017620865, 0.04102649, 0.00552818, 0.024485271, -0.009630162, -0.015608194, 0.0006718621, -0.0008418062,
+        0.012395918, 0.0057980907, 0.016221326, 0.010616505, 0.004838407, -0.012402583, 0.019900113, -0.0034521967,
+        0.000247002, -0.03153628, 0.0011038032, -0.020819811, 0.016234655, -0.00330058, -0.0032289368, 0.00078973995,
+        -0.021952773, -0.022459272, 0.03118973, 0.03673457, -0.021472929, 0.0072109587, -0.015075036, 0.004855068,
+        -0.0008151483, 0.0069643734, 0.010023367, -0.010276617, -0.023019087, 0.0068244194, -0.0012520878, -0.0015086699,
+        0.022046074, -0.034148756, -0.0022192693, 0.002427534, -0.0027124402, 0.0060346797, 0.015461575, 0.0137554705,
+        0.009230294, -0.009583511, 0.032629255, 0.015994733, -0.019167023, -0.009203636, 0.03393549, -0.017274313,
+        -0.012042701, -0.0009930064, 0.026777849, -0.013582194, -0.0027590916, -0.017594207, -0.026804507, -0.0014236979,
+        -0.022032745, 0.0091236625, -0.0042419364, -0.00858384, -0.0033905501, -0.020739838, 0.016821127, 0.022539245,
+        0.015381602, 0.015141681, 0.028817179, -0.019726837, -0.0051283115, -0.011489551, -0.013208984, -0.0047017853,
+        -0.0072309524, 0.01767418, 0.0025658219, -0.010323267, 0.012609182, -0.028097415, 0.026871152, -0.010276617,
+        0.021912785, 0.0022542577, 0.005124979, -0.0019710176, 0.004518512, -0.040360045, 0.010969722, -0.0031539614,
+        -0.020366628, -0.025778178, -0.0110030435, -0.016221326, 0.0036587953, 0.016207997, 0.003007343, -0.0032555948,
+        0.0044052163, -0.022046074, -0.0008822095, -0.009363583, 0.028230704, -0.024538586, 0.0029840174, 0.0016044717,
+        -0.014181997, 0.031349678, -0.014381931, -0.027750863, 0.02613806, 0.0004136138, -0.005748107, -0.01868718,
+        -0.0010138329, 0.0054348772, 0.010703143, -0.003682121, 0.0030856507, -0.004275259, -0.010403241, 0.021113047,
+        -0.022685863, -0.023032416, 0.031429652, 0.001792743, -0.005644808, -0.011842767, -0.04078657, -0.0026874484,
+        0.06915057, -0.00056939584, -0.013995391, 0.010703143, -0.013728813, -0.022939114, -0.015261642, -0.022485929,
+        0.016807798, 0.007964044, 0.0144219175, 0.016821127, 0.0076241563, 0.005461535, -0.013248971, 0.015301628,
+        0.0085171955, -0.004318578, 0.011136333, -0.0059047225, -0.010249958, -0.018207338, 0.024645219, 0.021752838,
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+        -0.03372223, 0.004501851, -0.012929076, -0.008483873, -0.0044685286, -0.0102233, 0.01615468, 0.0022792495,
+        0.010876419, -0.0059647025, 0.01895376, -0.0069976957, -0.0042952523, 0.017207667, -0.00036133936, 0.0085905045,
+        0.008084005, 0.03129636, -0.016994404, -0.014915089, 0.020100048, -0.012009379, -0.006684466, 0.01306903,
+        0.00015765642, -0.00530492, 0.0005277429, 0.015421589, 0.015528221, 0.032202728, -0.003485519, -0.0014286962,
+        0.033908837, 0.001367883, 0.010509873, 0.025271678, -0.020993087, 0.019846799, 0.006897729, -0.010216636,
+        -0.00725761, 0.01818068, -0.028443968, -0.011242964, -0.014435247, -0.013688826, 0.006101324, -0.0022509254,
+        0.013848773, -0.0019077052, 0.017181009, 0.03422873, 0.005324913, -0.0035188415, 0.014128681, -0.004898387,
+        0.005038341, 0.0012320944, -0.005561502, -0.017847456, 0.0008538855, -0.0047884234, 0.011849431, 0.015421589,
+        -0.013942076, 0.0029790192, -0.013702155, 0.0001199605, -0.024431955, 0.019926772, 0.022179363, -0.016487904,
+        -0.03964028, 0.0050849924, 0.017487574, 0.022792496, 0.0012504216, 0.004048667, -0.00997005, 0.0076041627,
+        -0.014328616, -0.020259995, 0.0005598157, -0.010469886, 0.0016852784, 0.01716768, -0.008990373, -0.001987679,
+        0.026417969, 0.023792166, 0.0046917885, -0.0071909656, -0.00032051947, -0.023259008, -0.009170313, 0.02071318,
+        -0.03156294, -0.030869836, -0.006324584, 0.013795458, -0.00047151142, 0.016874444, 0.00947688, 0.00985009,
+        -0.029883493, 0.024205362, -0.013522214, -0.015075036, -0.030603256, 0.029270362, 0.010503208, 0.021539574,
+        0.01743426, -0.023898797, 0.022019416, -0.0068777353, 0.027857494, -0.021259667, 0.0025758184, 0.006197959,
+        0.006447877, -0.00025200035, -0.004941706, -0.021246338, -0.005504854, -0.008390571, -0.0097301295, 0.027244363,
+        -0.04446536, 0.05216949, 0.010243294, -0.016008062, 0.0122493, -0.0199401, 0.009077012, 0.019753495, 0.006431216,
+        -0.037960835, -0.027377652, 0.016381273, -0.0038620618, 0.022512587, -0.010996379, -0.0015211658, -0.0102233,
+        0.007071005, 0.008230623, -0.009490209, -0.010083347, 0.024431955, 0.002427534, 0.02828402, 0.0035721571,
+        -0.022192692, -0.011882754, 0.010056688, 0.0011904413, -0.01426197, -0.017500903, -0.00010985966, 0.005591492,
+        -0.0077707744, -0.012049366, 0.011869425, 0.00858384, -0.024698535, -0.030283362, 0.020140035, 0.011949399,
+        -0.013968734, 0.042732596, -0.011649498, -0.011982721, -0.016967745, -0.0060913274, -0.007130985, -0.013109017,
+        -0.009710136};
+}
diff --git a/mongodb/fragment-spi/sample/src/test/java/com/example/data/mongodb/Movies.java b/mongodb/fragment-spi/sample/src/test/java/com/example/data/mongodb/Movies.java
new file mode 100644
index 000000000..4bd0f8501
--- /dev/null
+++ b/mongodb/fragment-spi/sample/src/test/java/com/example/data/mongodb/Movies.java
@@ -0,0 +1,109 @@
+/*
+ * Copyright 2024 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      https://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package com.example.data.mongodb;
+
+import java.io.IOException;
+import java.io.InputStream;
+import java.util.ArrayList;
+import java.util.Iterator;
+import java.util.List;
+
+import com.mongodb.client.MongoClient;
+import com.mongodb.client.model.InsertOneModel;
+import lombok.SneakyThrows;
+import org.bson.Document;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.slf4j.event.Level;
+import org.springframework.core.io.ClassPathResource;
+import org.testcontainers.shaded.com.fasterxml.jackson.databind.JsonNode;
+import org.testcontainers.shaded.com.fasterxml.jackson.databind.ObjectMapper;
+
+/**
+ * @author Christoph Strobl
+ */
+class Movies {
+
+    private static final Logger log = LoggerFactory.getLogger(Movies.class);
+    public static final String MOVIES_JSON = "mflix.embedded_movies.json";
+
+    private final MongoClient client;
+    static final String DATABASE = "test";
+    static final String COLLECTION = "movies";
+
+    public Movies(MongoClient client) {
+        this.client = client;
+    }
+
+    boolean alreadyInitialized() {
+        return client.getDatabase(DATABASE).getCollection(COLLECTION).estimatedDocumentCount() > 0;
+    }
+
+    @SneakyThrows
+    void initialize() {
+
+        loadSampleData();
+        createVectorIndex();
+    }
+
+    @SneakyThrows
+    void createVectorIndex() {
+
+        log.atLevel(Level.INFO).log("creating vector index");
+        client.getDatabase(DATABASE).runCommand(createSearchIndexDefinition());
+        Thread.sleep(5000); // this takes time
+        log.atLevel(Level.INFO).log("index 'plot_vector_index' created");
+    }
+
+    void loadSampleData() throws IOException, InterruptedException {
+
+        log.atLevel(Level.INFO).log("Loading movies {}", MOVIES_JSON);
+
+        ClassPathResource resource = new ClassPathResource(MOVIES_JSON);
+        InputStream stream = resource.getInputStream();
+        ObjectMapper mapper = new ObjectMapper();
+        JsonNode node = mapper.readerFor(JsonNode.class).readTree(stream);
+
+        if (node.isArray()) {
+
+            Iterator<JsonNode> elements = node.elements();
+            List<InsertOneModel<Document>> bulk = new ArrayList<>(node.size());
+
+            while (elements.hasNext()) {
+                bulk.add(new InsertOneModel<>(Document.parse(elements.next().toString())));
+            }
+
+            client.getDatabase(DATABASE).getCollection(COLLECTION).bulkWrite(bulk);
+            log.atLevel(Level.INFO).log("Created {} movies in {}.{}", node.size(), DATABASE, COLLECTION);
+        }
+
+        Thread.sleep(2000); // give writes a little time to complete'
+    }
+
+    private org.bson.Document createSearchIndexDefinition() {
+
+        List<Document> vectorFields = List.of(new org.bson.Document().append("type", "vector")
+            .append("path", "plot_embedding")
+            .append("numDimensions", 1536)
+            .append("similarity", "cosine"));
+
+        return new org.bson.Document().append("createSearchIndexes", COLLECTION)
+            .append("indexes",
+                List.of(new org.bson.Document().append("name", "plot_vector_index")
+                    .append("type", "vectorSearch")
+                    .append("definition", new org.bson.Document("fields", vectorFields))));
+    }
+}
diff --git a/mongodb/fragment-spi/sample/src/test/resources/mflix.embedded_movies.json b/mongodb/fragment-spi/sample/src/test/resources/mflix.embedded_movies.json
new file mode 100644
index 000000000..8b4a4ff36
--- /dev/null
+++ b/mongodb/fragment-spi/sample/src/test/resources/mflix.embedded_movies.json
@@ -0,0 +1,629618 @@
+[
+  {
+    "plot": "A time-travel experiment in which a robot probe is sent from the year 2073 to the year 1973 goes terribly wrong thrusting one of the project scientists, a man named Nicholas Sinclair into a...",
+    "title": "A.P.E.X.",
+    "year": 1994,
+    "plot_embedding": [
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+  {
+    "plot": "Axel Foley, while investigating a car theft ring, comes across something much bigger than that: the same men who shot his boss are running a counterfeit money ring out of a theme park in Los Angeles.",
+    "title": "Beverly Hills Cop III",
+    "year": 1994,
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+  {
+    "plot": "CIA Analyst Jack Ryan is drawn into an illegal war fought by the US government against a Colombian drug cartel.",
+    "title": "Clear and Present Danger",
+    "year": 1994,
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+  {
+    "plot": "A man brutally murdered comes back to life as an undead avenger of his and his fiancèe's murder.",
+    "title": "The Crow",
+    "year": 1994,
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+    "plot": "Chaank Armaments is experimenting with the ultimate fighting machine which is part human - part machine. So far, the Hardman project has been unreliable and has killed a number of innocent ...",
+    "title": "Death Machine",
+    "year": 1994,
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+  {
+    "plot": "It's _The Good, the Bad and the Ugly (1966)_ meets Simple Men (1992). George is a small-time crook. His brother Michael makes a living scamming the elderly by selling them nonexistent ...",
+    "title": "Hand Gun",
+    "year": 1994,
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+  {
+    "plot": "Hercules and Deianeira go in search of fire to save the world from cold. All the world's fire are fast going out. Hercules' father, Zeus, is on hand to help (and sometime hinder) the two.",
+    "title": "Hercules: The Legendary Journeys - Hercules and the Circle of Fire",
+    "year": 1994,
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+  {
+    "plot": "Deceived that he had won the Prize, Connor MacLeod awakens from a peaceful life when an entombed immortal magician comes seeking the Highlander.",
+    "title": "Highlander: The Final Dimension",
+    "year": 1994,
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+    "title": "The New Legend of Shaolin",
+    "year": 1994,
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+  {
+    "plot": "Disowned by his parents at a young age Pratap Narayan Tilak ended up in a small time village controlled by underworld dons and some very powerful and influential politicians. Lazy, ...",
+    "title": "Krantiveer",
+    "year": 1994,
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+  {
+    "plot": "A black detective becomes embroiled in a web of danger while searching for a fortune in missing drug money.During the course of his investigation, he encounters various old connections, ...",
+    "title": "A Low Down Dirty Shame",
+    "year": 1994,
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+  {
+    "plot": "Psycho Joe, a petrol-head from Altona, Melbourne, secures employment at a local Supermarket. Here, he meets the over-sexed Dazey. Joe and Dazey form a friendship based on a mutual interest ...",
+    "title": "Metal Skin",
+    "year": 1994,
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+    "plot": "Journalist Roma Singh is the daughter of a jailer. While taking a tour of the jail, she is molested by some of the inmates, and an inmate, Vishal Agnihotri comes to her assistance. She ...",
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+    "year": 1994,
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+    "title": "Phantasm III: Lord of the Dead",
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+  {
+    "plot": "Ho Kam-An is a love struck dim-sum delivery boy who falls for a beautiful judo student. After being humiliated by her boyfriend, Ho Kam-An goes out and seeks the services of an aging ...",
+    "title": "Love on Delivery",
+    "year": 1994,
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+  },
+  {
+    "plot": "Franz Maurer, a compromised cop, former officer of the criminal department of the Warsaw's police, is released from prison where he was doing time for his brutality and murders. He is ...",
+    "title": "Psy 2: Ostatnia krew",
+    "year": 1994,
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+    "title": "Rapa Nui",
+    "year": 1994,
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+    "plot": "In 30's New York City, the Shadow battles his nemesis, Shiwan Khan, who is building an atomic bomb.",
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+  {
+    "plot": "Portugal 1813. A band of deserters, including Sharpe's old enemy, Obadiah Hakeswill, have captured two women, one the wife of a high-ranking English officer, and are holding them hostage ...",
+    "title": "Sharpe's Enemy",
+    "year": 1994,
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+  {
+    "plot": "Spain 1812. After Ciudad Rodrigo, Teresa tells Sharpe that they have a baby daughter. In Badajoz, the next siege target. Meanwhile, a new commander has taken over the South Essex, along ...",
+    "title": "Sharpe's Company",
+    "year": 1994,
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+  {
+    "plot": "1813. Major Sharpe's old enemy, Major Ducos manipulates a beautiful young marquesa into falsely accusing Sharpe of rape. Her husband calls Sharpe out in a duel. But when the husband is ...",
+    "title": "Sharpe's Honour",
+    "year": 1994,
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+  {
+    "plot": "A group of disgraced samurai plan a decade long revenge against a corrupt lord.",
+    "title": "47 Ronin",
+    "year": 1994,
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+    "plot": "Captain Picard, with the help of supposedly dead Captain Kirk, must stop a madman willing to murder on a planetary scale in order to enter an energy ribbon.",
+    "title": "Star Trek: Generations",
+    "year": 1994,
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+    "title": "Street Fighter",
+    "year": 1994,
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+    "title": "Stargate",
+    "year": 1994,
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+  {
+    "plot": "Unemployed Aftab is into unlawful activities; one day he attempt to grab a consignment of arms and ammunitions that is being supplied to terrorists on the Indo-Pak border. When he find that...",
+    "title": "Kachche Dhaage",
+    "year": 1999,
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+  {
+    "plot": "The Bride wakens from a four-year coma. The child she carried in her womb is gone. Now she must wreak vengeance on the team of assassins who betrayed her - a team she was once part of.",
+    "title": "Kill Bill: Vol. 1",
+    "year": 2003,
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+  },
+  {
+    "plot": "17 year old Pete Riley works at the local 26-screen megaplex. He, the senior manager of the theater, and all the other employees are working to keep the theater neat for the giant premiere ...",
+    "title": "Phantom of the Megaplex",
+    "year": 2000,
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+  {
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+    "title": "The One",
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+    "title": "Jimmy Neutron: Boy Genius",
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+    "title": "The Time Machine",
+    "year": 2002,
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+  {
+    "plot": "An FBI deep-woods tracker captures a trained assassin who has made a sport of hunting humans.",
+    "title": "The Hunted",
+    "year": 2003,
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+  {
+    "plot": "In the middle ages a small Greenlandic boy comes drifting with an Iceberg to a remote and superstitious settlement in Iceland and is believed to be an evil spirit by his looks. He saves a ...",
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+    "year": 2000,
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+    "plot": "Jett decides to quit Silverstone and lead a normal life. On the day of his last episode he is hit on the head with a prop and in his dream he is Silverstone. He is the only one who realizes that this is a dream.",
+    "title": "Jett Jackson: The Movie",
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+  {
+    "plot": "With the help of his uncle, a man travels to the future to try and bring his girlfriend back to life.",
+    "title": "Love Story 2050",
+    "year": 2008,
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+  {
+    "plot": "When Anita Rajan, CEO of Sheppard power plant, an international Company, brings a power plant proposal to set up in rural Maharashtra before the Nagres, insightful Shankar is quick to ...",
+    "title": "Sarkar Raj",
+    "year": 2008,
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+  {
+    "plot": "Turning his back on a delinquent past and joining the police force, HP is determined to start doing the right thing. Soon he finds himself trapped in a web of lies, stretching out from both sides of the law. HP soon realizes that his present mission is closely connected to his own past, and that everything he worked so hard to escape from, is coming back to haunt him.",
+    "title": "Uro",
+    "year": 2006,
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+    "plot": "18 years ago, the Darr family, consisting of Pushkaran and his son, Kunal, were forced to leave Kashmir by terrorists, who had forced thousands of other Kashmiri Pandits to be mere refugees...",
+    "title": "Modern Era",
+    "year": 2005,
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+    "plot": "The Pevensie siblings return to Narnia, where they are enlisted to once again help ward off an evil king and restore the rightful heir to the land's throne, Prince Caspian.",
+    "title": "The Chronicles of Narnia: Prince Caspian",
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+    "title": "Men in Black 3",
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+  {
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+    "title": "Riddick",
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+  {
+    "plot": "The rude, lewd and crude Spanish ex-police officer Torrente finds himself facing jail time. Can he survive a twisted irony that places him where he has put so many others, both guilty and innocent?",
+    "title": "Torrente 4",
+    "year": 2011,
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+  {
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+    "title": "I, Frankenstein",
+    "year": 2014,
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+    "year": 2013,
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+  {
+    "plot": "In 1868, after the end of the Bakumatsu war, the former assassin Kenshin Himura promises to defend those in need without killing. Kenshin wanders through Japan with a reverse-edged sword ...",
+    "title": "Rurouni Kenshin",
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+  {
+    "plot": "Po and the Furious Five uncover the legend of three of kung fu's greatest heroes: Master Thundering Rhino, Master Storming Ox, and Master Croc.",
+    "title": "Kung Fu Panda: Secrets of the Masters",
+    "year": 2011,
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+  {
+    "plot": "A trio of bodybuilders in Florida get caught up in an extortion ring and a kidnapping scheme that goes terribly wrong.",
+    "title": "Pain & Gain",
+    "year": 2013,
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+  {
+    "plot": "When Dr Jane Foster gets cursed with a powerful object, Thor must protect it before an army and its ruthless leader try to get their hands on it to take over the remains of Earth.",
+    "title": "Thor: The Dark World",
+    "year": 2013,
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+  {
+    "plot": "Yang travels to Chen Village to learn a powerful form of Tai Chi. Though villagers are forbidden from teaching outsiders, Yang becomes their best hope for survival when a man arrives with a plan to build a railroad through the village.",
+    "title": "Tai Chi Zero",
+    "year": 2012,
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+    "title": "The Young and Prodigious T.S. Spivet",
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+  {
+    "plot": "A man crossing into Mexico with a satchel of $2,000,000, and a bloody past, finds himself under sudden attack in the sleepy town of El Fronteras.",
+    "title": "El Gringo",
+    "year": 2012,
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+    "plot": "The U.S. government recruits Machete to battle his way through Mexico in order to take down an arms dealer who looks to launch a weapon into space.",
+    "title": "Machete Kills",
+    "year": 2013,
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+  {
+    "plot": "Jesse Stone comes out of involuntary retirement after the sheriff who replaced him exploded in their police car. The other officers Jesse worked with have left the department so he is forced to solve the crime on his own.",
+    "title": "Jesse Stone: Benefit of the Doubt",
+    "year": 2012,
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+  {
+    "plot": "A circle of friends risking their Friendship, Trust, Love and Hope in search of a legend. A young and privileged teenager with a golden heart, beset with challenges and tribulations we face...",
+    "title": "Catatan (Harian) si Boy",
+    "year": 2011,
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+  {
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+    "title": "All Is Lost",
+    "year": 2013,
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+  {
+    "plot": "An air marshal springs into action during a transatlantic flight after receiving a series of text messages that put his fellow passengers at risk unless the airline transfers $150 million into an off-shore account.",
+    "title": "Non-Stop",
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+  },
+  {
+    "plot": "Set during the second Manchu invasion of Korea, Nam Yi, the best archer in Korea, goes up against the Qing Dynasty to save his younger sister Ja In - who was dragged away by Manchurian.",
+    "title": "War of the Arrows",
+    "year": 2011,
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+  {
+    "plot": "A missing person case involving a female university student and the victim in a hit and run case appears to be the same person. Detectives look for a witness. A witness, Min Soo-Ah appears,...",
+    "title": "Blind",
+    "year": 2011,
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+    "plot": "Vandal Savage steals confidential files Batman has compiled on the members of the Justice League, and learns all their weaknesses.",
+    "title": "Justice League: Doom",
+    "year": 2012,
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+    "plot": "Gerrie, Richard, Rikkert, Robbie and Barry from Maaskantje are in a big fight with the village of Schijndel. When a zombie kills someone from Brabant, things get out of hand.",
+    "title": "New Kids Nitro",
+    "year": 2011,
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+  {
+    "plot": "Alfred and Jerzy take part in a brutal incident: during a train ride, a couple of hooligans harass a young woman. Jerzy stands in her defense. Alfred hesitates and becomes a helpless ...",
+    "title": "Courage",
+    "year": 2011,
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+    "plot": "A tribe of Norse warriors traipse across a barren land after battle. Bloodied and wounded, their chief is near death. He is about to hand over power to his son when an army of a completely different kind descends upon them.",
+    "title": "Tumult",
+    "year": 2012,
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+  {
+    "plot": "After the world's energy grid suddenly fails, some long time friends find their way to a self-sufficient compound in Northern California.",
+    "title": "Gun Hill",
+    "year": 2011,
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+  {
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+    "title": "Saheb Biwi Aur Gangster",
+    "year": 2011,
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+    "plot": "Signe, spared from death to produce a child, befriends a little girl, Frigg, and escapes from the camp.",
+    "title": "Escape",
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+  {
+    "plot": "Anime adventure from 'Ghost in the Shell - Stand Alone Complex' (2002) director Kenji Kamiyama. Nine cyborgs created for destructive purposes disappeared for over 27 years after they were ...",
+    "title": "009 Re: Cyborg",
+    "year": 2012,
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+  {
+    "plot": "A former CIA operative turned political talk show host is hired by a corporate whistle blower to expose her company's cover-up of a massacre in a South American village.",
+    "title": "A Dark Truth",
+    "year": 2012,
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+  {
+    "plot": "On an asteroid, the Terran Federation's Fort Casey is on top of a bug hive. The Starship Alesia begins to deploy its troops to seize and control the hanger and rescue any survivors. 'Alpha'...",
+    "title": "Starship Troopers: Invasion",
+    "year": 2012,
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+    "plot": "Aarno Lamminparras hijacked an airplane with a gun in 1978. A true story.",
+    "title": "The Hijack That Went South",
+    "year": 2013,
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+    "title": "Jupiter Ascending",
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+  {
+    "plot": "A group of Navy SEALs come to learn the identity of their target: Osama bin Laden.",
+    "title": "Seal Team Six: The Raid on Osama Bin Laden",
+    "year": 2012,
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+  {
+    "plot": "Former getaway driver Charlie Bronson jeopardizes his Witness Protection Plan identity in order to help his girlfriend get to Los Angeles. The feds and Charlie's former gang chase them on the road.",
+    "title": "Hit and Run",
+    "year": 2012,
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+  {
+    "plot": "Four college girls hold up a restaurant in order to fund their spring break vacation. While partying/drinking/taking drugs they are arrested only to be bailed out by a drug and arms dealer.",
+    "title": "Spring Breakers",
+    "year": 2012,
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+  {
+    "plot": "A terrorist plants several bombs throughout the city of Colombo, Sri Lanka and threatens to detonate them unless prisoners are released.",
+    "title": "A Common Man",
+    "year": 2013,
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+  {
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+    "title": "Into the Storm",
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+  {
+    "plot": "Autobots must escape sight from a bounty hunter who has taken control of the human serendipity: Unexpectedly, Optimus Prime and his remaining gang turn to a mechanic (Mark Wahlberg), his daughter (Nicola Peltz), and her back street racing boyfriend (Jack Reynor) for help.",
+    "title": "Transformers: Age of Extinction",
+    "year": 2014,
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+    "title": "Raze",
+    "year": 2013,
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+    "title": "Maximum Conviction",
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+  {
+    "plot": "In the aftermath of a massive earthquake in California, a rescue-chopper pilot makes a dangerous journey with his ex-wife across the state in order to rescue his daughter.",
+    "title": "San Andreas",
+    "year": 2015,
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+    "title": "I Declare War",
+    "year": 2012,
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+  {
+    "plot": "Set before Mass Effect 3, James Vega and a group of soldiers try to protect a human colony from the Collectors, who wish to capture the colonists for unknown purposes.",
+    "title": "Mass Effect: Paragon Lost",
+    "year": 2012,
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+    "plot": "In the '40s, three brothers decide to live a great adventure and enlisting in the Roncador-Xingu Expedition, which has a mission to tame the Central Brazil. The Villas Boas brothers: ...",
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+    "title": "Subramaniapuram",
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+  {
+    "plot": "The Batman has returned after a 10-year absence. The Gotham authorities want to arrest him. An old foe wants a reunion. The Feds want the Man of Tomorrow to put a stop to him.",
+    "title": "Batman: The Dark Knight Returns, Part 2",
+    "year": 2013,
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+    "year": 2013,
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+    "year": 2013,
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+  {
+    "plot": "Navy SEAL sniper Chris Kyle's pinpoint accuracy saves countless lives on the battlefield and turns him into a legend. Back home to his wife and kids after four tours of duty, however, Chris finds that it is the war he can't leave behind.",
+    "title": "American Sniper",
+    "year": 2014,
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+    "title": "Crowsnest",
+    "year": 2012,
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+  {
+    "plot": "A savage warrior escapes slavery and hunted by his former masters, begins a perilous journey back to his homeland and his wife.",
+    "title": "The Dragonphoenix Chronicles: Indomitable",
+    "year": 2013,
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+  {
+    "plot": "The police department has long been untouchable until tonight when hijackers kidnap 5 highly trained officers. Cryptic messages from the hijackers expose a mole within the task force.",
+    "title": "Cold War",
+    "year": 2012,
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+  {
+    "plot": "After using his mother's newly built time machine, Dolf gets stuck involuntary in the year 1212. He ends up in a children's crusade where he confronts his new friends with modern techniques...",
+    "title": "Crusade in Jeans",
+    "year": 2006,
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+  {
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+    "title": "Skellig: The Owl Man",
+    "year": 2009,
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+    "plot": "A wonderful fairy tale of the misadventures of a beautiful but temperamental Neapolitan peasant, Isabella, when she meets the ill- tempered Spanish Prince Rodrigo Ferrante y Davalos. The ...",
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+    "plot": "In a parallel universe, young Lyra Belacqua journeys to the far North to save her best friend and other kidnapped children from terrible experiments by a mysterious organization.",
+    "title": "The Golden Compass",
+    "year": 2007,
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+  {
+    "plot": "Jean-Baptiste Grenouille, born with a superior olfactory sense, creates the world's finest perfume. His work, however, takes a dark turn as he searches for the ultimate scent.",
+    "title": "Perfume: The Story of a Murderer",
+    "year": 2006,
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+  {
+    "plot": "Manhattanite Ashley is known to many as the luckiest woman around. After a chance encounter with a down-and-out young man, however, she realizes that she's swapped her fortune for his.",
+    "title": "Just My Luck",
+    "year": 2006,
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+  {
+    "plot": "On his 83rd birthday, Eddie (Voight), a war vet and a maintenance worker at the Ruby Pier amusement park, dies while trying to save a girl who is sitting under a falling ride. When he ...",
+    "title": "The Five People You Meet in Heaven",
+    "year": 2004,
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+    "plot": "Hayasaki is an inventor working on an Artificial Body. It is not going well and he is stressed out and on the verge of being fired from the research division of his company. His ...",
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+    "plot": "Hayasaki is an inventor working on an Artificial Body. It is not going well and he is stressed out and on the verge of being fired from the research division of his company. His ...",
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+    "title": "The Eye 2",
+    "year": 2004,
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+    "plot": "A heffalump is heard trumpeting in the hundred acre woods. Winnie the Pooh, Tigger, and Piglet are scared and rush to Rabbit's house for advice. Roo joins them and they all agree that ...",
+    "title": "Pooh's Heffalump Movie",
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+    "year": 2006,
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+  {
+    "plot": "God contacts Congressman Evan Baxter and tells him to build an ark in preparation for a great flood.",
+    "title": "Evan Almighty",
+    "year": 2007,
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+  {
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+    "title": "Charlotte's Web",
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+  {
+    "plot": "Nick's plan to let fate bring his wife to him must be altered because he must replace his father as Santa Claus on December 26. Ernst, the right-hand man to several generations of Santas, ...",
+    "title": "Single Santa Seeks Mrs. Claus",
+    "year": 2004,
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+  {
+    "plot": "Upon moving into the run-down Spiderwick Estate with their mother, twin brothers Jared and Simon Grace, along with their sister Mallory, find themselves pulled into an alternate world full of faeries and other creatures.",
+    "title": "The Spiderwick Chronicles",
+    "year": 2008,
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+    "plot": "As Harry Potter begins his sixth year at Hogwarts, he discovers an old book marked as \"the property of the Half-Blood Prince\" and begins to learn more about Lord Voldemort's dark past.",
+    "title": "Harry Potter and the Half-Blood Prince",
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+    "plot": "Tells the story of Benjamin Button, a man who starts aging backwards with bizarre consequences.",
+    "title": "The Curious Case of Benjamin Button",
+    "year": 2008,
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+  {
+    "plot": "Mars Canal - Within absolute silence, a naked man wanders through a dark and depressing landscape recalling the excruciating details of his last encounter with his former lover...",
+    "title": "Rampo Noir",
+    "year": 2005,
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+  {
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+    "title": "The Great Yokai War",
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+  {
+    "plot": "A tale about two young boys, Prosper and Bo, who flee to Venice after being orphaned and dumped in the care of a cruel auntie. Hiding in the canals and alleyways of the city, the boys are ...",
+    "title": "The Thief Lord",
+    "year": 2006,
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+  {
+    "plot": "An alternate scientific history, in which dragons were real and lived on this earth, is imagined in this fantasy docudrama. Dr. Tanner, a modern but renegade scientist, hopes to prove the ...",
+    "title": "Dragons: A Fantasy Made Real",
+    "year": 2004,
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+  {
+    "plot": "Mio's death leaves husband Takumi and 6 year old son Yuji fending for themselves. Taku occasionally suffers fainting spells, is disorganized, and fears that his health hindered Mio's ...",
+    "title": "Be with You",
+    "year": 2004,
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+  {
+    "plot": "A widowed Coast Guard Admiral and a widow handbag designer fall in love and marry, much to the dismay of her 10 and his 8 children.",
+    "title": "Yours, Mine & Ours",
+    "year": 2005,
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+  {
+    "plot": "Amechiyo (The banished prince) falls in love with Tanukihime (a princess of raccoon dog disguised to human). This is an Operetta which includes comedy, singing and dancing, and a love story.",
+    "title": "Princess Raccoon",
+    "year": 2005,
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+    "plot": "Pod is a man without a dream. He's a country bumpkin who comes to work at a tinned sardine factory in Bangkok. One day, Pod chops off his finger and packs it in the can, prompting him to go...",
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+  {
+    "plot": "In 1943, group of Croatian soldiers overtake a strategically important point in western Bosnia with a goal to destroy a group of communist partisans. On the way they met some supernatural ...",
+    "title": "The Living and the Dead",
+    "year": 2007,
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+  {
+    "plot": "Apartment building superintendent Cleveland Heep rescues what he thinks is a young woman from the pool he maintains. When he discovers that she is actually a character from a bedtime story who is trying to make the journey back to her home, he works with his tenants to protect his new friend from the creatures that are determined to keep her in our world.",
+    "title": "Lady in the Water",
+    "year": 2006,
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+  },
+  {
+    "plot": "A romantic drama about a Chicago librarian with a gene that causes him to involuntarily time travel, and the complications it creates for his marriage.",
+    "title": "The Time Traveler's Wife",
+    "year": 2009,
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+  {
+    "plot": "A young man who survives a disaster at sea is hurtled into an epic journey of adventure and discovery. While cast away, he forms an unexpected connection with another survivor: a fearsome Bengal tiger.",
+    "title": "Life of Pi",
+    "year": 2012,
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+  {
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+    "title": "Garfield 2",
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+  {
+    "plot": "Molly Mahoney is the awkward and insecure manager of Mr. Magorium's Wonder Emporium, the strangest, most fantastic, most wonderful toy store in the world. But when Mr. Magorium, the 243 year-old eccentric who owns the store, bequeaths the store to her, a dark and ominous change begins to take over the once remarkable Emporium.",
+    "title": "Mr. Magorium's Wonder Emporium",
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+    "plot": "In a hospital on the outskirts of 1920s Los Angeles, an injured stuntman begins to tell a fellow patient, a little girl with a broken arm, a fantastic story of five mythical heroes. Thanks to his fractured state of mind and her vivid imagination, the line between fiction and reality blurs as the tale advances.",
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+  {
+    "plot": "Art, a drug-addicted dealer and hustler, arrives at his girlfriend Cody's apartment to find that she has overdosed on heroin. He tries to fix things by traveling back in time in an attempt to prevent her death.",
+    "title": "Fetching Cody",
+    "year": 2005,
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+  {
+    "plot": "Fabrice is a big - perhaps the biggest - fan of Jean-Philippe Smet, better known as Johnny Hallyday, the greatest rocker France has ever produced.",
+    "title": "Jean-Philippe",
+    "year": 2006,
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+  {
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+  {
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+    "title": "The Tree of Life",
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+  {
+    "plot": "In a world where the holidays are run by the efficient Bureau of Yuletide Affairs, a bitter and burned-out Ghost of Christmas Past decides to go AWOL while on a \"mission\" and leave his \"target\" stranded in 1965.",
+    "title": "Chasing Christmas",
+    "year": 2005,
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+  {
+    "plot": "A boy stands on a station platform as a train is about to leave. Should he go with his mother or stay with his father? Infinite possibilities arise from this decision. As long as he doesn't choose, anything is possible.",
+    "title": "Mr. Nobody",
+    "year": 2009,
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+    "title": "H2O: Just Add Water",
+    "year": "2006è",
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+  {
+    "plot": "Aging screenwriter Felix Bonhoeffer has lived his life in two states of existence: in reality and his own interior world. While working on a murder mystery script, and unaware that his brain is on the verge of implosion, Felix is baffled when his characters start to appear in his life, and vice versa.",
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+  {
+    "plot": "Andrei, a 13 year old teenager, living on Bucharest outskirts, decides one day to steal a trolleybus in order to impress Marilena, a prostitute he fell in love with.",
+    "title": "Marilena de la P7",
+    "year": 2006,
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+    "title": "The Bothersome Man",
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+  {
+    "plot": "Thomas Michael, Paolo Mancini, Chris Klein and Joe Mantegna star in director Matthiew Klinck's holiday-themed comedy concerning two downsized Easter bunnies whose friendship starts to ...",
+    "title": "Hank and Mike",
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+  {
+    "plot": "A teenager discovers he's the descendant of a Greek god and sets out on an adventure to settle an on-going battle between the gods.",
+    "title": "Percy Jackson & the Olympians: The Lightning Thief",
+    "year": 2010,
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+  {
+    "plot": "Marnie and Dylan are going to follow their dreams to go to college, at Halloweentown University, which is also known as Witch University.",
+    "title": "Return to Halloweentown",
+    "year": 2006,
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+  {
+    "plot": "Jean-Marc Leblanc (Labrèche), a desperate civil servant, escapes reality as we all know it, to imagine himself as the hero in imaginary adventures.",
+    "title": "Days of Darkness",
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+  {
+    "plot": "Everything that could go wrong did go wrong: War, Terrorism, Natural Disasters. Evacuees were ushered from the cities to refugee camps in the surrounding counties. In-fighting, famine and ...",
+    "title": "20 Years After",
+    "year": 2008,
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+  {
+    "plot": "Three people in Tokyo take a surreal voyage of self-discovery through memory and nightmares. \"O\" intends suicide while talking on a cell-phone with a stranger he meets on line who plans a ...",
+    "title": "Nightmare Detective",
+    "year": 2006,
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+  {
+    "plot": "A wandering mystical doctor passes through remote regions of Japan uncovering supernatural creatures called the Mushi and curing people of their effects.",
+    "title": "Mushi-Shi: The Movie",
+    "year": 2006,
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+    "plot": "After her husband is killed in a mysterious accident, a widow is haunted by images of things she has never seen or experienced.",
+    "title": "Missing",
+    "year": 2008,
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+  {
+    "plot": "A reluctant hobbit, Bilbo Baggins, sets out to the Lonely Mountain with a spirited group of dwarves to reclaim their mountain home - and the gold within it - from the dragon Smaug.",
+    "title": "The Hobbit: An Unexpected Journey",
+    "year": 2012,
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+  {
+    "plot": "Bullied by her peers, tired of her parents and bugged by her little brother, goth girl Cassie decides to get some harmless revenge by reading a scary book to her brother - summoning a monster in the process.",
+    "title": "The Haunting Hour: Don't Think About It",
+    "year": 2007,
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+  {
+    "plot": "Dennis Christmas is a Dennis The Menace version of A Christmas Carol where Mr. Wilson plays his own version of Scrooge. While Dennis has problems of his own with the neighborhood bully, he ...",
+    "title": "A Dennis the Menace Christmas",
+    "year": 2007,
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+  {
+    "plot": "As Harry races against time and evil to destroy the Horcruxes, he uncovers the existence of three most powerful objects in the wizarding world: the Deathly Hallows.",
+    "title": "Harry Potter and the Deathly Hallows: Part 1",
+    "year": 2010,
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+  {
+    "plot": "The children of a small European mountain village end up being its only residents, soon after the adults cannot take their behavior any longer.",
+    "title": "Les enfants de Timpelbach",
+    "year": 2008,
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+  {
+    "plot": "For generations, the people of the City of Ember have flourished in an amazing world of glittering lights. But Ember's once powerful generator is failing ... and the great lamps that illuminate the city are starting to flicker.",
+    "title": "City of Ember",
+    "year": 2008,
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+  {
+    "plot": "About a guy whose life didn't quite turn out how he wanted it to and wishes he could go back to high school and change it. He wakes up one day and is seventeen again and gets the chance to rewrite his life.",
+    "title": "17 Again",
+    "year": 2009,
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+  {
+    "plot": "Lucy and Edmund Pevensie return to Narnia with their cousin Eustace where they meet up with Prince Caspian for a trip across the sea aboard the royal ship The Dawn Treader. Along the way they encounter dragons, dwarves, merfolk, and a band of lost warriors before reaching the edge of the world.",
+    "title": "The Chronicles of Narnia: The Voyage of the Dawn Treader",
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+    "title": "The Messenger",
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+  },
+  {
+    "plot": "Banku, his mother, Anjali Sharma and father move in to their new house -- the Nath villa, unaware of the fact that the house is inhabited by a ghost. It is learnt the ghost is not too happy...",
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+    "plot": "Bertram Pincus is a man whose people skills leave much to be desired. When Pincus dies unexpectedly, but is miraculously revived after seven minutes, he wakes up to discover that he now has the annoying ability to see ghosts.",
+    "title": "Ghost Town",
+    "year": 2008,
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+    "plot": "Elina goes to a fairy school to learn dancing and fairy magic. The spring of the fairy land is soon threatened by evil Laverna who intends to prevent fairies from performing the annual ...",
+    "title": "Barbie Fairytopia: Magic of the Rainbow",
+    "year": 2007,
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+  {
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+  {
+    "plot": "Ye Xiang Lun, a talented piano player is a new student at the prestigious Tamkang School. On his first day, he meets Lu Xiao Yu, a pretty girl playing a mysterious piece of music.",
+    "title": "Secret",
+    "year": 2007,
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+    "title": "The Invention of Lying",
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+  {
+    "plot": "A darkly beautiful and mysterious woman comes in to town and inhabits the local haunted mansion, making everyone wonder if she's a witch or \"The Grey Lady\".",
+    "title": "The Good Witch",
+    "year": 2008,
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+    "plot": "When the villagers killed Constantin Tirescu, they thought it was justice. Vlad Cozma thinks it was murder. Now Constantin thinks pickles might go nice with blood.",
+    "title": "Strigoi",
+    "year": 2009,
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+  {
+    "plot": "Eleven year old Willy's childhood toy, Gooby, comes to life as a real, live, six-foot tall monster who helps Willy through rough times, with hair-raising and hilarious adventures.",
+    "title": "A Ted Named Gooby",
+    "year": 2009,
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+  {
+    "plot": "The czar of Russia has died and a power vacuum has developed. This period in the late 16th and early 17th century has been called \"The Time of Troubles.\" There are many impostors who claim ...",
+    "title": "1612: Khroniki smutnogo vremeni",
+    "year": 2007,
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+  {
+    "plot": "The dwarves, along with Bilbo Baggins and Gandalf the Grey, continue their quest to reclaim Erebor, their homeland, from Smaug. Bilbo Baggins is in possession of a mysterious and magical ring.",
+    "title": "The Hobbit: The Desolation of Smaug",
+    "year": 2013,
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+    "title": "20th Century Boys 3: Redemption",
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+  {
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+    "title": "20th Century Boys 2: The Last Hope",
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+  {
+    "plot": "When Katie, an ordinary woman, meets Paco, an ordinary man, something magical happens: a love story. From this union an extraordinary child is born: Ricky.",
+    "title": "Ricky",
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+  {
+    "plot": "Harry, Ron and Hermione search for Voldemort's remaining Horcruxes in their effort to destroy the Dark Lord as the final battle rages on at Hogwarts.",
+    "title": "Harry Potter and the Deathly Hallows: Part 2",
+    "year": 2011,
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+  {
+    "plot": "Tinkerbell wanders into the forbidden Winter woods and meets Periwinkle. Together they learn the secret of their wings and try to unite the warm fairies and the winter fairies to help Pixie Hollow.",
+    "title": "Secret of the Wings",
+    "year": 2012,
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+  {
+    "plot": "When a young owl is abducted by an evil Owl army, he must escape with new-found friends and seek the legendary Guardians to stop the menace.",
+    "title": "Legend of the Guardians: The Owls of Ga'Hoole",
+    "year": 2010,
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+    "title": "Looking for Eric",
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+  {
+    "plot": "While attending a party at James Franco's house, Seth Rogen, Jay Baruchel and many other celebrities are faced with the apocalypse.",
+    "title": "This Is the End",
+    "year": 2013,
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+  {
+    "plot": "A mid-level manager who develops an aversion to being \"good\" finds himself confronting the mysteries of middle-age and morality as he loses grasp of what was once his quiet life.",
+    "title": "The Temptation of St. Tony",
+    "year": 2009,
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+  {
+    "plot": "Edward leaves Bella after an attack that nearly claimed her life, and in her depression she falls into yet another paranormal relationship- this time with werewolf Jacob Black.",
+    "title": "The Twilight Saga: New Moon",
+    "year": 2009,
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+    "title": "Don't Be Afraid of the Dark",
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+  {
+    "plot": "Shakespeare's epic play is translated from page to screen, with the gender of the main character, Prospero, changed from male to female.",
+    "title": "The Tempest",
+    "year": 2010,
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+  {
+    "plot": "During a stormy night in the past century, the one named \"the witch\" is about to give birth. Mrs. Gelinas and Toussaint Brodeur are assisting her in the process.",
+    "title": "Babine",
+    "year": 2008,
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+  {
+    "plot": "Teenage twins battle dark forces hidden beneath Auckland's volcanoes.",
+    "title": "Under the Mountain",
+    "year": 2009,
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+  {
+    "plot": "As a string of mysterious killings grips Seattle, Bella, whose high school graduation is fast approaching, is forced to choose between her love for vampire Edward and her friendship with werewolf Jacob.",
+    "title": "The Twilight Saga: Eclipse",
+    "year": 2010,
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+  {
+    "plot": "The Quileutes close in on expecting parents Edward and Bella, whose unborn child poses a threat to the Wolf Pack and the towns people of Forks.",
+    "title": "The Twilight Saga: Breaking Dawn - Part 1",
+    "year": 2011,
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+  {
+    "plot": "It's three days before Christmas, and Nick Snowden forgets about spending early Christmas with his wife, Sandy due to pressure at work. After a fight, Nick walks through a magical mirror ...",
+    "title": "Snow 2: Brain Freeze",
+    "year": 2008,
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+  {
+    "plot": "A teddy bear, a mechanical mouse, and a marionette join forces to save their kidnapped friend, Buttercup the doll, from the denizens of the Land of Evil.",
+    "title": "Toys in the Attic",
+    "year": 2009,
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+  {
+    "plot": "The ancient war between humans and a race of giants is reignited when Jack, a young farmhand fighting for a kingdom and the love of a princess, opens a gateway between the two worlds.",
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+    "year": 2013,
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+  {
+    "plot": "Performing the traditional New Year's call on the unknown phone number Andrey didn't even suspected, that just after his return to Moscow, he had bought a magic starting pack of cellular ...",
+    "title": "Tarif Novogodniy",
+    "year": 2008,
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+  {
+    "plot": "Adam and Eden fell in love as teens despite the fact that they live on twinned worlds with gravities that pull in opposite directions. Ten years after a forced separation, Adam sets out on a dangerous quest to reconnect with his love.",
+    "title": "Upside Down",
+    "year": 2012,
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+  {
+    "plot": "After a vicious attacks leaves him brain-damaged and broke, Mark Hogancamp seeks recovery in \"Marwencol\", a 1/6th scale World War II-era town he creates in his backyard.",
+    "title": "Marwencol",
+    "year": 2010,
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+    "plot": "The life of a businessman begins to change after he inherits six penguins, and as he transforms his apartment into a winter wonderland, his professional side starts to unravel.",
+    "title": "Mr. Popper's Penguins",
+    "year": 2011,
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+    "plot": "In the depths of the Korvatunturi mountains, 486 metres deep, lies the closest ever guarded secret of Christmas. The time has come to dig it up! This Christmas everyone will believe in Santa Claus.",
+    "title": "Rare Exports: A Christmas Tale",
+    "year": 2010,
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+  {
+    "plot": "Two exorcists literally remove the skeletons from the cupboards from people's homes. Some fairly embarrassing secrets are revealed along the way. A case where the skeletons have hidden themselves turns the lives of all those involved.",
+    "title": "Skeletons",
+    "year": 2010,
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+  },
+  {
+    "plot": "Charlie's brother, Sam dies in a car crash that Charlie survives. Charlie is given the gift of seeing his dead brother but when the girl he fell in love with's life is at risk he must choose between his girlfriend and his brother.",
+    "title": "Charlie St. Cloud",
+    "year": 2010,
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+  {
+    "plot": "Fraternal twin sisters Emma and Lilly are as different as night and day. Emma, the beautiful blonde tomboy, would rather be riding a horse than anything else in the world. While Lilly, her ...",
+    "title": "You're So Cupid!",
+    "year": 2010,
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+    "plot": "Alma, a little girl, skips through the snow covered streets of a small town. Her attention is caught by a strange doll in an antique toy shop window. Fascinated, Alma decides to enter.",
+    "title": "Alma",
+    "year": 2009,
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+    "title": "Byzantium",
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+    "plot": "In Tokyo, the new type of virus called Emanon has spread out. Once people infected by the virus, they lose their most important person's memory. Teru, a guy who spends his life lazily, met ...",
+    "title": "Our Brief Eternity",
+    "year": 2009,
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+  {
+    "plot": "Ethan longs to escape his small Southern town. He meets a mysterious new girl, Lena. Together, they uncover dark secrets about their respective families, their history and their town.",
+    "title": "Beautiful Creatures",
+    "year": 2013,
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+  {
+    "plot": "Almost as soon as Jake and Cassie decide to get married on Christmas Eve, complications arise. Ex-con Leon Deeks arrives in town, and Jake is asked by the mayor to make him his top priority...",
+    "title": "The Good Witch's Gift",
+    "year": 2010,
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+  {
+    "plot": "Young Ondra has asthma and so his mom throws away his favorite toy: a musty old stuffed bear named Kooky. That night Ondra dreams that Kooky is determined to find his way back home from the...",
+    "title": "Kooky",
+    "year": 2010,
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+  {
+    "plot": "When her father unexpectedly passes away, young Ella finds herself at the mercy of her cruel stepmother and her daughters. Never one to give up hope, Ella's fortunes begin to change after meeting a dashing stranger.",
+    "title": "Cinderella",
+    "year": 2015,
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+  {
+    "plot": "Traveling salesman Tony Roozen and his newest gadget, Porky (a robotic pig) end up stranded in the tiny hamlet of Madonna where deep and lasting political conflicts have disrupted village ...",
+    "title": "Madonna's Pig",
+    "year": 2011,
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+    "title": "My Babysitter's a Vampire",
+    "year": 2010,
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+  {
+    "plot": "After the birth of Renesmee, the Cullens gather other vampire clans in order to protect the child from a false allegation that puts the family in front of the Volturi.",
+    "title": "The Twilight Saga: Breaking Dawn - Part 2",
+    "year": 2012,
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+    "plot": "Geppetto the carpenter carves the object of his hidden desires out of a log: a puppet that will keep him company and will be like a son to him. He will call him Pinocchio. Imagine his ...",
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+  {
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+    "title": "A Fairly Odd Movie: Grow Up, Timmy Turner!",
+    "year": 2011,
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+  {
+    "plot": "Athens & Barcelona, two cities, two love stories, two languages, two realities, two couples that will never meet, two years anniversary... or is it all one?",
+    "title": "Dos",
+    "year": 2011,
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+  },
+  {
+    "plot": "A look at how a painter and a successful actor spend their last day together before the world comes to an end.",
+    "title": "4:44 Last Day on Earth",
+    "year": 2011,
+    "plot_embedding": [
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+  {
+    "plot": "Raised on the streets of turn-of-the century London, orphaned Peter and his pals survive by their fearless wits as cunning young pickpockets. Now, they've been rounded up by their mentor ...",
+    "title": "Neverland",
+    "year": 2011,
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+    "title": "Cancel Christmas",
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+  {
+    "plot": "A group of students investigates a series of mysterious bear killings, but learns that there are much more dangerous things going on. They start to follow a mysterious hunter, learning that he is actually a troll hunter.",
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+  {
+    "plot": "A series of uncanny dèjè vu events force a man to re-examine his tragic past, memory, instinct, and future.",
+    "title": "Donovan's Echo",
+    "year": 2011,
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+  {
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+    "title": "Motivational Growth",
+    "year": 2013,
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+  {
+    "plot": "The life of Krister has become an unending nightmare, ever since his wife's death. There seems to be no respite for this man, tormented by the errors of his past and held prisoner by a grim...",
+    "title": "Marianne",
+    "year": 2011,
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+  {
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+  {
+    "plot": "The film speaks about universal themes of love, hate and search for love. The portrait of three women represents these three states. Tanya Neubivko has never been in love but optimistically...",
+    "title": "Poslednyaya skazka Rity",
+    "year": 2012,
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+  {
+    "plot": "The film speaks about universal themes of love, hate and search for love. The portrait of three women represents these three states. Tanya Neubivko has never been in love but optimistically...",
+    "title": "Poslednyaya skazka Rity",
+    "year": 2012,
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+  },
+  {
+    "plot": "A young woman is entranced by an Aerialist. When they fall into the dreamlike world of Cirque du Soleil and are separated, they travel through the different tent worlds trying to find each other.",
+    "title": "Cirque du Soleil: Worlds Away",
+    "year": 2012,
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+  {
+    "plot": "Christmas is just two weeks away, it is pouring with rain, and Ben is struggling to get into the Christmas spirit...",
+    "title": "When Santa Fell to Earth",
+    "year": 2011,
+    "plot_embedding": [
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+  {
+    "plot": "One fine morning, Benno finds sand in his bed. While he tries to ignore this at first, he soon must realize that he himself is loosing the sand. Day after day the sand increases and soon ...",
+    "title": "The Sandman",
+    "year": 2011,
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+  {
+    "plot": "A novelist struggling with writer's block finds romance in a most unusual way: by creating a female character he thinks will love him, then willing her into existence.",
+    "title": "Ruby Sparks",
+    "year": 2012,
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+  {
+    "plot": "Starring Amy Smart (Just Friends, The Butterfly Effect) and Mark-Paul Gosselaar (Franklin & Bash, Saved by the Bell, NYPD Blue), 12 Dates of Christmas is a romantic comedy that follows Kate...",
+    "title": "12 Dates of Christmas",
+    "year": 2011,
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+    "title": "Percy Jackson: Sea of Monsters",
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+    "title": "Percy Jackson: Sea of Monsters",
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+    "title": "Beethoven's Christmas Adventure",
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+  {
+    "plot": "Tax collector Ning, a clumsy and easily frightened man, doesn't have any money and decides to stay overnight in an abandoned temple. Little does he know that the temple is haunted. He meets...",
+    "title": "Sien nui yau wan",
+    "year": 2011,
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+    "title": "Comforting Skin",
+    "year": 2011,
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+  {
+    "plot": "When a couple discovers that a brass teapot makes them money whenever they hurt themselves, they must come to terms with how far they are willing to go.",
+    "title": "The Brass Teapot",
+    "year": 2012,
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+  {
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+    "title": "Imaginaerum",
+    "year": 2012,
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+  {
+    "plot": "Tang Sanzang, a Buddhist trying to protect a village from three demons, his emerging feelings for Miss Duan, the demon hunter who helps him repeatedly, and Sanzang's trans-formative encounter with the Monkey King.",
+    "title": "Journey to the West",
+    "year": 2013,
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+  {
+    "plot": "Zero (Wagner Moura) is a brilliant scientist, but unfortunate because 20 years ago was publicly humiliated and lost in college Helena (Alinne Moraes) the love of his life. One day, an ...",
+    "title": "The Man from the Future",
+    "year": 2011,
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+  {
+    "plot": "After sensing her husband is losing his Christmas spirit, Mrs. Claus travels to a place where she knows the spirit of Christmas still exists: New York City.",
+    "title": "Mistletoe Over Manhattan",
+    "year": 2011,
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+  {
+    "plot": "The history of fictional female heroes in Western media from Wonder Woman's creation onward.",
+    "title": "Wonder Women! The Untold Story of American Superheroines",
+    "year": 2012,
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+  {
+    "plot": "Norwegian folklore turns out to be real when Leo and Elvis encounter Thale in a basement. A regular cleaning job turns into a struggle for survival, while they're trying to figure out what ...",
+    "title": "Thale",
+    "year": 2012,
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+  {
+    "plot": "Grandpa Sam Dracula is essentially Dracula who assembled Herman because no man was good enough for his daughter Lily, a sexy vamp. Lily's niece Marilyn the freak is actually normal and Lily...",
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+    "year": 2012,
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+  {
+    "plot": "The Little Ghost lives in the castle over looking a small town and awakens for precisely one hour after the clock strikes midnight. Follow him on this adventure to see his first sunrise ever!",
+    "title": "The Little Ghost",
+    "year": 2013,
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+  {
+    "plot": "After years in a loving home, Jon, a toy, was forgotten, deserted and ultimately betrayed by his adoptive mother.",
+    "title": "Patch Town",
+    "year": 2014,
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+  {
+    "plot": "At the age of 21, Tim discovers he can travel in time and change what happens and has happened in his own life. His decision to make his world a better place by getting a girlfriend turns out not to be as easy as you might think.",
+    "title": "About Time",
+    "year": 2013,
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+      0.016243504,
+      0.008439363,
+      -0.036194626,
+      -0.009495904,
+      -0.006582314,
+      -0.015089736,
+      0.032149956,
+      -0.026225548,
+      -0.0033511142,
+      0.0012121052,
+      0.0066957464,
+      0.011382121,
+      0.011959005,
+      -0.00807638,
+      0.024319885,
+      -0.010630227,
+      0.0069420566,
+      0.009418122,
+      -0.011200629,
+      -0.009081066,
+      4.3873992E-4,
+      0.017410237,
+      -0.004608592,
+      -0.021364164,
+      0.0011829368,
+      -0.0038988302,
+      0.0037076157,
+      -0.010403362,
+      0.02391801,
+      -0.0039215167,
+      -0.0031339724,
+      -0.0073633767,
+      0.011868259,
+      0.023399463,
+      -0.020780796,
+      0.031138787,
+      -0.017371347,
+      -0.0078819245,
+      -0.03178697,
+      0.0070328023,
+      0.0054674367,
+      -0.020093722,
+      -0.023697628
+    ]
+  }
+]
diff --git a/mongodb/pom.xml b/mongodb/pom.xml
index e74e61223..c1798a21b 100644
--- a/mongodb/pom.xml
+++ b/mongodb/pom.xml
@@ -35,6 +35,7 @@
 		<module>querydsl</module>
 		<module>linking</module>
 		<module>util</module>
+		<module>fragment-spi</module>
 	</modules>
 
 	<dependencyManagement>
diff --git a/mongodb/util/src/main/java/example/springdata/mongodb/util/AtlasContainer.java b/mongodb/util/src/main/java/example/springdata/mongodb/util/AtlasContainer.java
new file mode 100644
index 000000000..f74158fc7
--- /dev/null
+++ b/mongodb/util/src/main/java/example/springdata/mongodb/util/AtlasContainer.java
@@ -0,0 +1,59 @@
+/*
+ * Copyright 2024 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      https://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package example.springdata.mongodb.util;
+
+import java.util.List;
+
+import org.springframework.util.StringUtils;
+import org.testcontainers.containers.GenericContainer;
+import org.testcontainers.utility.DockerImageName;
+
+/**
+ * @author Christoph Strobl
+ */
+public class AtlasContainer extends GenericContainer<AtlasContainer> {
+
+    private static final DockerImageName DEFAULT_IMAGE_NAME = DockerImageName.parse("mongodb/mongodb-atlas-local");
+    private static final String DEFAULT_TAG = "latest";
+    private static final String MONGODB_DATABASE_NAME_DEFAULT = "test";
+
+    public AtlasContainer() {
+        this(DEFAULT_IMAGE_NAME.withTag(DEFAULT_TAG));
+    }
+
+    public AtlasContainer(String dockerImageName) {
+        this(DockerImageName.parse(dockerImageName));
+    }
+
+    public AtlasContainer(DockerImageName dockerImageName) {
+        super(dockerImageName);
+        dockerImageName.assertCompatibleWith(DEFAULT_IMAGE_NAME);
+        setExposedPorts(List.of(27017));
+    }
+
+    public String getConnectionString() {
+        return getConnectionString(MONGODB_DATABASE_NAME_DEFAULT);
+    }
+
+    /**
+     * Gets a connection string url.
+     *
+     * @return a connection url pointing to a mongodb instance
+     */
+    public String getConnectionString(String database) {
+        return String.format("mongodb://%s:%d/%s?directConnection=true", getHost(), getMappedPort(27017), StringUtils.hasText(database) ? database : MONGODB_DATABASE_NAME_DEFAULT);
+    }
+}
diff --git a/mongodb/util/src/main/java/example/springdata/mongodb/util/MongoContainers.java b/mongodb/util/src/main/java/example/springdata/mongodb/util/MongoContainers.java
index 9dcd3d651..4019c3e0e 100644
--- a/mongodb/util/src/main/java/example/springdata/mongodb/util/MongoContainers.java
+++ b/mongodb/util/src/main/java/example/springdata/mongodb/util/MongoContainers.java
@@ -22,14 +22,22 @@
  * Utility methods to create a {@link MongoDBContainer}.
  *
  * @author Mark Paluch
+ * @author Christoph Strobl
  */
 public class MongoContainers {
 
-	private static final String IMAGE_NAME = "mongo:8.0";
-	private static final String IMAGE_NAME_PROPERTY = "mongo.default.image.name";
+    private static final String IMAGE_NAME = "mongo:8.0";
+    private static final String IMAGE_NAME_PROPERTY = "mongo.default.image.name";
 
-	public static MongoDBContainer getDefaultContainer() {
-		return new MongoDBContainer(DockerImageName.parse(System.getProperty(IMAGE_NAME_PROPERTY, IMAGE_NAME)))
-				.withReuse(true);
-	}
+    private static final String ATLAS_IMAGE_NAME = "mongodb/mongodb-atlas-local:latest";
+    private static final String ATLAS_IMAGE_NAME_PROPERTY = "mongo.atlas.image.name";
+
+    public static MongoDBContainer getDefaultContainer() {
+        return new MongoDBContainer(DockerImageName.parse(System.getProperty(IMAGE_NAME_PROPERTY, IMAGE_NAME)))
+            .withReuse(true);
+    }
+
+    public static AtlasContainer getAtlasContainer() {
+        return new AtlasContainer(System.getProperty(ATLAS_IMAGE_NAME_PROPERTY, ATLAS_IMAGE_NAME)).withReuse(true);
+    }
 }

From e60ab896a5f3f725f2011bd2b1e5ac35811c0110 Mon Sep 17 00:00:00 2001
From: Mark Paluch <mark.paluch@broadcom.com>
Date: Fri, 22 Nov 2024 11:11:51 +0100
Subject: [PATCH 34/42] Polishing.

Gzip input data. Reformat code, replace space indents with tab indents. Convert readme to Asciidoc.

See #690
---
 .../fragment-spi/{README.md => README.adoc}   |     31 +-
 .../data/mongodb/MovieRepositoryTests.java    |    447 +-
 .../java/com/example/data/mongodb/Movies.java |    111 +-
 .../test/resources/mflix.embedded_movies.json | 629618 ---------------
 .../resources/mflix.embedded_movies.json.gz   |    Bin 0 -> 3133729 bytes
 5 files changed, 300 insertions(+), 629907 deletions(-)
 rename mongodb/fragment-spi/{README.md => README.adoc} (82%)
 delete mode 100644 mongodb/fragment-spi/sample/src/test/resources/mflix.embedded_movies.json
 create mode 100644 mongodb/fragment-spi/sample/src/test/resources/mflix.embedded_movies.json.gz

diff --git a/mongodb/fragment-spi/README.md b/mongodb/fragment-spi/README.adoc
similarity index 82%
rename from mongodb/fragment-spi/README.md
rename to mongodb/fragment-spi/README.adoc
index 9b514b27f..95eb32063 100644
--- a/mongodb/fragment-spi/README.md
+++ b/mongodb/fragment-spi/README.adoc
@@ -1,35 +1,40 @@
-# Spring Data - Fragment SPI Example
+= Spring Data - Fragment SPI Example
 
-This project contains a sample using `spring.factories` to register implementation details for a repository extension for MongoDB Vector Search that lives outside of the project namespace. 
+This project contains a sample using `spring.factories` to register implementation details for a repository extension for MongoDB Vector Search that lives outside the project namespace.
 
 The project is divided into the `atlas-api`, providing the extension, and the `sample` using it.
 
-## atlas-api
+== atlas-api
 
 The `AtlasRepository` is the base interface containing a `vectorSearch` method that is implemented in `AtlasRepositoryFragment`. The configuration in `src/main/resources/META-INF/spring.factories` makes sure it is picked up by the spring data infrastructure.
 
 The implementation leverages `RepositoryMethodContext` to get hold of method invocation metadata to determine the collection name derived from the repositories domain type `<T>`.
-Since providing the metadata needs to be explicitly activated the `AtlasRepositoryFragment` uses the additional marker interface `RepositoryMetadataAccess` enabling the features for repositories extending the `AtlasRepository`.  
+Since providing the metadata needs to be explicitly activated the `AtlasRepositoryFragment` uses the additional marker interface `RepositoryMetadataAccess` enabling the features for repositories extending the `AtlasRepository`.
 
-## sample
+== sample
 
 The `MovieRepository` extends the `AtlasRepository` from the api project using a `Movie` type targeting the `movies` collection. No further configuration is needed to use the provided `vectorSearch` within the `MovieRepositoryTests`.
 
 The `Movies` class in `src/main/test` takes care of setting up required test data and indexes.
 
-## Running the sample
+== Running the sample
 
 The is using a local MongoDB Atlas instance bootstrapped by Testcontainers.
-Running the `MovieRepositoryTests` the `test/movies` collection will be populated with about 400 entries from the `mflix.embedded_movies.json` file.
-Please be patient while data is loaded into the database and the index created afterwards.
+Running the `MovieRepositoryTests` the `test/movies` collection will be populated with about 400 entries from the `mflix.embedded_movies.json.gz` file.
+Please be patient while data is loaded into the database and the index created afterward.
 Progress information will be printed to the log.
-```log
-INFO - com.example.data.mongodb.Movies:  73 - Loading movies mflix.embedded_movies.json
+
+[source,log]
+----
+INFO - com.example.data.mongodb.Movies:  73 - Loading movies from class path resource [mflix.embedded_movies.json.gz]
 INFO - com.example.data.mongodb.Movies:  90 - Created 420 movies in test.movies
 INFO - com.example.data.mongodb.Movies:  65 - creating vector index
 INFO - com.example.data.mongodb.Movies:  68 - index 'plot_vector_index' created
-```
+----
+
 Once data and index are available search result will be printed:
-```log
+
+[source,log]
+----
 INFO - ...mongodb.MovieRepositoryTests: 183 - Movie{id='66d6ee0937e07b74aa2939cc', ...
-```
+----
diff --git a/mongodb/fragment-spi/sample/src/test/java/com/example/data/mongodb/MovieRepositoryTests.java b/mongodb/fragment-spi/sample/src/test/java/com/example/data/mongodb/MovieRepositoryTests.java
index 7e85722dd..747cbcbe0 100644
--- a/mongodb/fragment-spi/sample/src/test/java/com/example/data/mongodb/MovieRepositoryTests.java
+++ b/mongodb/fragment-spi/sample/src/test/java/com/example/data/mongodb/MovieRepositoryTests.java
@@ -5,7 +5,7 @@
  * you may not use this file except in compliance with the License.
  * You may obtain a copy of the License at
  *
- *      https://www.apache.org/licenses/LICENSE-2.0
+ *      http://www.apache.org/licenses/LICENSE-2.0
  *
  * Unless required by applicable law or agreed to in writing, software
  * distributed under the License is distributed on an "AS IS" BASIS,
@@ -15,252 +15,259 @@
  */
 package com.example.data.mongodb;
 
+import example.springdata.mongodb.util.AtlasContainer;
+import example.springdata.mongodb.util.MongoContainers;
+
 import java.util.List;
 import java.util.Objects;
 
-import com.mongodb.client.MongoClient;
-import example.springdata.mongodb.util.AtlasContainer;
-import example.springdata.mongodb.util.MongoContainers;
 import org.junit.jupiter.api.BeforeEach;
 import org.junit.jupiter.api.Test;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 import org.slf4j.event.Level;
+
 import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.beans.factory.annotation.Value;
 import org.springframework.boot.test.context.SpringBootTest;
-import org.springframework.data.domain.Limit;
+import org.springframework.core.io.Resource;
 import org.springframework.test.context.DynamicPropertyRegistry;
 import org.springframework.test.context.DynamicPropertySource;
+
 import org.testcontainers.junit.jupiter.Container;
 import org.testcontainers.junit.jupiter.Testcontainers;
 
+import com.mongodb.client.MongoClient;
+
 /**
+ * Integration test for MongoDB Atlas Vector Search.
+ *
  * @author Christoph Strobl
  */
 @SpringBootTest
 @Testcontainers
-public class MovieRepositoryTests {
+class MovieRepositoryTests {
 
-    private static final Logger log = LoggerFactory.getLogger(MovieRepositoryTests.class);
+	private static final Logger log = LoggerFactory.getLogger(MovieRepositoryTests.class);
 
-    @Container //
-    private static AtlasContainer atlasLocal = MongoContainers.getAtlasContainer();
+	private static @Container AtlasContainer atlasLocal = MongoContainers.getAtlasContainer();
 
-    @DynamicPropertySource
-    static void setProperties(DynamicPropertyRegistry registry) {
-        registry.add("spring.data.mongodb.uri", atlasLocal::getConnectionString);
-    }
+	@DynamicPropertySource
+	static void setProperties(DynamicPropertyRegistry registry) {
+		registry.add("spring.data.mongodb.uri", atlasLocal::getConnectionString);
+	}
 
-    @Autowired MovieRepository repository;
-    @Autowired MongoClient client;
+	@Value("classpath:/mflix.embedded_movies.json.gz") Resource moviesResource;
+	@Autowired MovieRepository repository;
+	@Autowired MongoClient client;
 
-    @BeforeEach
-    void setUp() {
+	@BeforeEach
+	void setUp() {
 
-        Movies movies = new Movies(client);
-        if (!movies.alreadyInitialized()) {
-            movies.initialize();
-        }
-    }
+		Movies movies = new Movies(client);
+		if (!movies.alreadyInitialized()) {
+			movies.initialize(moviesResource);
+		}
+	}
 
-    @Test
-    void testVectorSearch() {
+	@Test
+	void testVectorSearch() {
 
-        List<Movie> result = repository.vectorSearch("plot_vector_index", "plot_embedding", List.of(vectors));
-        result.stream().map(Objects::toString).forEach(log.atLevel(Level.INFO)::log);
-    }
+		List<Movie> result = repository.vectorSearch("plot_vector_index", "plot_embedding", List.of(vectors));
+		result.stream().map(Objects::toString).forEach(log.atLevel(Level.INFO)::log);
+	}
 
-    static Double[] vectors = {-0.0016261312, -0.028070757, -0.011342932, -0.012775794, -0.0027440966, 0.008683807,
-        -0.02575152, -0.02020668, -0.010283281, -0.0041719596, 0.021392956, 0.028657231, -0.006634482, 0.007490867,
-        0.018593878, 0.0038187427, 0.029590257, -0.01451522, 0.016061379, 0.00008528442, -0.008943722, 0.01627464,
-        0.024311995, -0.025911469, 0.00022596726, -0.008863748, 0.008823762, -0.034921836, 0.007910728, -0.01515501,
-        0.035801545, -0.0035688248, -0.020299982, -0.03145631, -0.032256044, -0.028763862, -0.0071576433, -0.012769129,
-        0.012322609, -0.006621153, 0.010583182, 0.024085402, -0.001623632, 0.007864078, -0.021406285, 0.002554159,
-        0.012229307, -0.011762793, 0.0051682983, 0.0048484034, 0.018087378, 0.024325324, -0.037694257, -0.026537929,
-        -0.008803768, -0.017767483, -0.012642504, -0.0062712682, 0.0009771782, -0.010409906, 0.017754154, -0.004671795,
-        -0.030469967, 0.008477209, -0.005218282, -0.0058480743, -0.020153364, -0.0032805866, 0.004248601, 0.0051449724,
-        0.006791097, 0.007650814, 0.003458861, -0.0031223053, -0.01932697, -0.033615597, 0.00745088, 0.006321252,
-        -0.0038154104, 0.014555207, 0.027697546, -0.02828402, 0.0066711367, 0.0077107945, 0.01794076, 0.011349596,
-        -0.0052715978, 0.014755142, -0.019753495, -0.011156326, 0.011202978, 0.022126047, 0.00846388, 0.030549942,
-        -0.0041386373, 0.018847128, -0.00033655585, 0.024925126, -0.003555496, -0.019300312, 0.010749794, 0.0075308536,
-        -0.018287312, -0.016567878, -0.012869096, -0.015528221, 0.0078107617, -0.011156326, 0.013522214, -0.020646535,
-        -0.01211601, 0.055928253, 0.011596181, -0.017247654, 0.0005939711, -0.026977783, -0.003942035, -0.009583511,
-        -0.0055248477, -0.028737204, 0.023179034, 0.003995351, 0.0219661, -0.008470545, 0.023392297, 0.010469886,
-        -0.015874773, 0.007890735, -0.009690142, -0.00024970944, 0.012775794, 0.0114762215, 0.013422247, 0.010429899,
-        -0.03686786, -0.006717788, -0.027484283, 0.011556195, -0.036068123, -0.013915418, -0.0016327957, 0.0151016945,
-        -0.020473259, 0.004671795, -0.012555866, 0.0209531, 0.01982014, 0.024485271, 0.0105431955, -0.005178295,
-        0.033162415, -0.013795458, 0.007150979, 0.010243294, 0.005644808, 0.017260984, -0.0045618312, 0.0024725192,
-        0.004305249, -0.008197301, 0.0014203656, 0.0018460588, 0.005015015, -0.011142998, 0.01439526, 0.022965772,
-        0.02552493, 0.007757446, -0.0019726837, 0.009503538, -0.032042783, 0.008403899, -0.04609149, 0.013808787,
-        0.011749465, 0.036388017, 0.016314628, 0.021939443, -0.0250051, -0.017354285, -0.012962398, 0.00006107364,
-        0.019113706, 0.03081652, -0.018114036, -0.0084572155, 0.009643491, -0.0034721901, 0.0072642746, -0.0090636825,
-        0.01642126, 0.013428912, 0.027724205, 0.0071243206, -0.6858542, -0.031029783, -0.014595194, -0.011449563,
-        0.017514233, 0.01743426, 0.009950057, 0.0029706885, -0.015714826, -0.001806072, 0.011856096, 0.026444625,
-        -0.0010663156, -0.006474535, 0.0016161345, -0.020313311, 0.0148351155, -0.0018393943, 0.0057347785, 0.018300641,
-        -0.018647194, 0.03345565, -0.008070676, 0.0071443142, 0.014301958, 0.0044818576, 0.003838736, -0.007350913,
-        -0.024525259, -0.001142124, -0.018620536, 0.017247654, 0.007037683, 0.010236629, 0.06046009, 0.0138887605,
-        -0.012122675, 0.037694257, 0.0055081863, 0.042492677, 0.00021784494, -0.011656162, 0.010276617, 0.022325981,
-        0.005984696, -0.009496873, 0.013382261, -0.0010563189, 0.0026507939, -0.041639622, 0.008637156, 0.026471283,
-        -0.008403899, 0.024858482, -0.00066686375, -0.0016252982, 0.027590916, 0.0051449724, 0.0058647357, -0.008743787,
-        -0.014968405, 0.027724205, -0.011596181, 0.0047650975, -0.015381602, 0.0043718936, 0.002159289, 0.035908177,
-        -0.008243952, -0.030443309, 0.027564257, 0.042625964, -0.0033688906, 0.01843393, 0.019087048, 0.024578573,
-        0.03268257, -0.015608194, -0.014128681, -0.0033538956, -0.0028757197, -0.004121976, -0.032389335, 0.0034322033,
-        0.058807302, 0.010943064, -0.030523283, 0.008903735, 0.017500903, 0.00871713, -0.0029406983, 0.013995391,
-        -0.03132302, -0.019660193, -0.00770413, -0.0038853872, 0.0015894766, -0.0015294964, -0.006251275, -0.021099718,
-        -0.010256623, -0.008863748, 0.028550599, 0.02020668, -0.0012962399, -0.003415542, -0.0022509254, 0.0119360695,
-        0.027590916, -0.046971202, -0.0015194997, -0.022405956, 0.0016677842, -0.00018535563, -0.015421589, -0.031802863,
-        0.03814744, 0.0065411795, 0.016567878, -0.015621523, 0.022899127, -0.011076353, 0.02841731, -0.002679118,
-        -0.002342562, 0.015341615, 0.01804739, -0.020566562, -0.012989056, -0.002990682, 0.01643459, 0.00042527664,
-        0.008243952, -0.013715484, -0.004835075, -0.009803439, 0.03129636, -0.021432944, 0.0012087687, -0.015741484,
-        -0.0052016205, 0.00080890034, -0.01755422, 0.004811749, -0.017967418, -0.026684547, -0.014128681, 0.0041386373,
-        -0.013742141, -0.010056688, -0.013268964, -0.0110630235, -0.028337335, 0.015981404, -0.00997005, -0.02424535,
-        -0.013968734, -0.028310679, -0.027750863, -0.020699851, 0.02235264, 0.001057985, 0.00081639783, -0.0099367285,
-        0.013522214, -0.012016043, -0.00086471526, 0.013568865, 0.0019376953, -0.019020405, 0.017460918, -0.023045745,
-        0.008503866, 0.0064678704, -0.011509543, 0.018727167, -0.003372223, -0.0028690554, -0.0027024434, -0.011902748,
-        -0.012182655, -0.015714826, -0.0098634185, 0.00593138, 0.018753825, 0.0010146659, 0.013029044, 0.0003521757,
-        -0.017620865, 0.04102649, 0.00552818, 0.024485271, -0.009630162, -0.015608194, 0.0006718621, -0.0008418062,
-        0.012395918, 0.0057980907, 0.016221326, 0.010616505, 0.004838407, -0.012402583, 0.019900113, -0.0034521967,
-        0.000247002, -0.03153628, 0.0011038032, -0.020819811, 0.016234655, -0.00330058, -0.0032289368, 0.00078973995,
-        -0.021952773, -0.022459272, 0.03118973, 0.03673457, -0.021472929, 0.0072109587, -0.015075036, 0.004855068,
-        -0.0008151483, 0.0069643734, 0.010023367, -0.010276617, -0.023019087, 0.0068244194, -0.0012520878, -0.0015086699,
-        0.022046074, -0.034148756, -0.0022192693, 0.002427534, -0.0027124402, 0.0060346797, 0.015461575, 0.0137554705,
-        0.009230294, -0.009583511, 0.032629255, 0.015994733, -0.019167023, -0.009203636, 0.03393549, -0.017274313,
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-        -0.04446536, 0.05216949, 0.010243294, -0.016008062, 0.0122493, -0.0199401, 0.009077012, 0.019753495, 0.006431216,
-        -0.037960835, -0.027377652, 0.016381273, -0.0038620618, 0.022512587, -0.010996379, -0.0015211658, -0.0102233,
-        0.007071005, 0.008230623, -0.009490209, -0.010083347, 0.024431955, 0.002427534, 0.02828402, 0.0035721571,
-        -0.022192692, -0.011882754, 0.010056688, 0.0011904413, -0.01426197, -0.017500903, -0.00010985966, 0.005591492,
-        -0.0077707744, -0.012049366, 0.011869425, 0.00858384, -0.024698535, -0.030283362, 0.020140035, 0.011949399,
-        -0.013968734, 0.042732596, -0.011649498, -0.011982721, -0.016967745, -0.0060913274, -0.007130985, -0.013109017,
-        -0.009710136};
+	private static final Double[] vectors = { -0.0016261312, -0.028070757, -0.011342932, -0.012775794, -0.0027440966,
+			0.008683807, -0.02575152, -0.02020668, -0.010283281, -0.0041719596, 0.021392956, 0.028657231, -0.006634482,
+			0.007490867, 0.018593878, 0.0038187427, 0.029590257, -0.01451522, 0.016061379, 0.00008528442, -0.008943722,
+			0.01627464, 0.024311995, -0.025911469, 0.00022596726, -0.008863748, 0.008823762, -0.034921836, 0.007910728,
+			-0.01515501, 0.035801545, -0.0035688248, -0.020299982, -0.03145631, -0.032256044, -0.028763862, -0.0071576433,
+			-0.012769129, 0.012322609, -0.006621153, 0.010583182, 0.024085402, -0.001623632, 0.007864078, -0.021406285,
+			0.002554159, 0.012229307, -0.011762793, 0.0051682983, 0.0048484034, 0.018087378, 0.024325324, -0.037694257,
+			-0.026537929, -0.008803768, -0.017767483, -0.012642504, -0.0062712682, 0.0009771782, -0.010409906, 0.017754154,
+			-0.004671795, -0.030469967, 0.008477209, -0.005218282, -0.0058480743, -0.020153364, -0.0032805866, 0.004248601,
+			0.0051449724, 0.006791097, 0.007650814, 0.003458861, -0.0031223053, -0.01932697, -0.033615597, 0.00745088,
+			0.006321252, -0.0038154104, 0.014555207, 0.027697546, -0.02828402, 0.0066711367, 0.0077107945, 0.01794076,
+			0.011349596, -0.0052715978, 0.014755142, -0.019753495, -0.011156326, 0.011202978, 0.022126047, 0.00846388,
+			0.030549942, -0.0041386373, 0.018847128, -0.00033655585, 0.024925126, -0.003555496, -0.019300312, 0.010749794,
+			0.0075308536, -0.018287312, -0.016567878, -0.012869096, -0.015528221, 0.0078107617, -0.011156326, 0.013522214,
+			-0.020646535, -0.01211601, 0.055928253, 0.011596181, -0.017247654, 0.0005939711, -0.026977783, -0.003942035,
+			-0.009583511, -0.0055248477, -0.028737204, 0.023179034, 0.003995351, 0.0219661, -0.008470545, 0.023392297,
+			0.010469886, -0.015874773, 0.007890735, -0.009690142, -0.00024970944, 0.012775794, 0.0114762215, 0.013422247,
+			0.010429899, -0.03686786, -0.006717788, -0.027484283, 0.011556195, -0.036068123, -0.013915418, -0.0016327957,
+			0.0151016945, -0.020473259, 0.004671795, -0.012555866, 0.0209531, 0.01982014, 0.024485271, 0.0105431955,
+			-0.005178295, 0.033162415, -0.013795458, 0.007150979, 0.010243294, 0.005644808, 0.017260984, -0.0045618312,
+			0.0024725192, 0.004305249, -0.008197301, 0.0014203656, 0.0018460588, 0.005015015, -0.011142998, 0.01439526,
+			0.022965772, 0.02552493, 0.007757446, -0.0019726837, 0.009503538, -0.032042783, 0.008403899, -0.04609149,
+			0.013808787, 0.011749465, 0.036388017, 0.016314628, 0.021939443, -0.0250051, -0.017354285, -0.012962398,
+			0.00006107364, 0.019113706, 0.03081652, -0.018114036, -0.0084572155, 0.009643491, -0.0034721901, 0.0072642746,
+			-0.0090636825, 0.01642126, 0.013428912, 0.027724205, 0.0071243206, -0.6858542, -0.031029783, -0.014595194,
+			-0.011449563, 0.017514233, 0.01743426, 0.009950057, 0.0029706885, -0.015714826, -0.001806072, 0.011856096,
+			0.026444625, -0.0010663156, -0.006474535, 0.0016161345, -0.020313311, 0.0148351155, -0.0018393943, 0.0057347785,
+			0.018300641, -0.018647194, 0.03345565, -0.008070676, 0.0071443142, 0.014301958, 0.0044818576, 0.003838736,
+			-0.007350913, -0.024525259, -0.001142124, -0.018620536, 0.017247654, 0.007037683, 0.010236629, 0.06046009,
+			0.0138887605, -0.012122675, 0.037694257, 0.0055081863, 0.042492677, 0.00021784494, -0.011656162, 0.010276617,
+			0.022325981, 0.005984696, -0.009496873, 0.013382261, -0.0010563189, 0.0026507939, -0.041639622, 0.008637156,
+			0.026471283, -0.008403899, 0.024858482, -0.00066686375, -0.0016252982, 0.027590916, 0.0051449724, 0.0058647357,
+			-0.008743787, -0.014968405, 0.027724205, -0.011596181, 0.0047650975, -0.015381602, 0.0043718936, 0.002159289,
+			0.035908177, -0.008243952, -0.030443309, 0.027564257, 0.042625964, -0.0033688906, 0.01843393, 0.019087048,
+			0.024578573, 0.03268257, -0.015608194, -0.014128681, -0.0033538956, -0.0028757197, -0.004121976, -0.032389335,
+			0.0034322033, 0.058807302, 0.010943064, -0.030523283, 0.008903735, 0.017500903, 0.00871713, -0.0029406983,
+			0.013995391, -0.03132302, -0.019660193, -0.00770413, -0.0038853872, 0.0015894766, -0.0015294964, -0.006251275,
+			-0.021099718, -0.010256623, -0.008863748, 0.028550599, 0.02020668, -0.0012962399, -0.003415542, -0.0022509254,
+			0.0119360695, 0.027590916, -0.046971202, -0.0015194997, -0.022405956, 0.0016677842, -0.00018535563, -0.015421589,
+			-0.031802863, 0.03814744, 0.0065411795, 0.016567878, -0.015621523, 0.022899127, -0.011076353, 0.02841731,
+			-0.002679118, -0.002342562, 0.015341615, 0.01804739, -0.020566562, -0.012989056, -0.002990682, 0.01643459,
+			0.00042527664, 0.008243952, -0.013715484, -0.004835075, -0.009803439, 0.03129636, -0.021432944, 0.0012087687,
+			-0.015741484, -0.0052016205, 0.00080890034, -0.01755422, 0.004811749, -0.017967418, -0.026684547, -0.014128681,
+			0.0041386373, -0.013742141, -0.010056688, -0.013268964, -0.0110630235, -0.028337335, 0.015981404, -0.00997005,
+			-0.02424535, -0.013968734, -0.028310679, -0.027750863, -0.020699851, 0.02235264, 0.001057985, 0.00081639783,
+			-0.0099367285, 0.013522214, -0.012016043, -0.00086471526, 0.013568865, 0.0019376953, -0.019020405, 0.017460918,
+			-0.023045745, 0.008503866, 0.0064678704, -0.011509543, 0.018727167, -0.003372223, -0.0028690554, -0.0027024434,
+			-0.011902748, -0.012182655, -0.015714826, -0.0098634185, 0.00593138, 0.018753825, 0.0010146659, 0.013029044,
+			0.0003521757, -0.017620865, 0.04102649, 0.00552818, 0.024485271, -0.009630162, -0.015608194, 0.0006718621,
+			-0.0008418062, 0.012395918, 0.0057980907, 0.016221326, 0.010616505, 0.004838407, -0.012402583, 0.019900113,
+			-0.0034521967, 0.000247002, -0.03153628, 0.0011038032, -0.020819811, 0.016234655, -0.00330058, -0.0032289368,
+			0.00078973995, -0.021952773, -0.022459272, 0.03118973, 0.03673457, -0.021472929, 0.0072109587, -0.015075036,
+			0.004855068, -0.0008151483, 0.0069643734, 0.010023367, -0.010276617, -0.023019087, 0.0068244194, -0.0012520878,
+			-0.0015086699, 0.022046074, -0.034148756, -0.0022192693, 0.002427534, -0.0027124402, 0.0060346797, 0.015461575,
+			0.0137554705, 0.009230294, -0.009583511, 0.032629255, 0.015994733, -0.019167023, -0.009203636, 0.03393549,
+			-0.017274313, -0.012042701, -0.0009930064, 0.026777849, -0.013582194, -0.0027590916, -0.017594207, -0.026804507,
+			-0.0014236979, -0.022032745, 0.0091236625, -0.0042419364, -0.00858384, -0.0033905501, -0.020739838, 0.016821127,
+			0.022539245, 0.015381602, 0.015141681, 0.028817179, -0.019726837, -0.0051283115, -0.011489551, -0.013208984,
+			-0.0047017853, -0.0072309524, 0.01767418, 0.0025658219, -0.010323267, 0.012609182, -0.028097415, 0.026871152,
+			-0.010276617, 0.021912785, 0.0022542577, 0.005124979, -0.0019710176, 0.004518512, -0.040360045, 0.010969722,
+			-0.0031539614, -0.020366628, -0.025778178, -0.0110030435, -0.016221326, 0.0036587953, 0.016207997, 0.003007343,
+			-0.0032555948, 0.0044052163, -0.022046074, -0.0008822095, -0.009363583, 0.028230704, -0.024538586, 0.0029840174,
+			0.0016044717, -0.014181997, 0.031349678, -0.014381931, -0.027750863, 0.02613806, 0.0004136138, -0.005748107,
+			-0.01868718, -0.0010138329, 0.0054348772, 0.010703143, -0.003682121, 0.0030856507, -0.004275259, -0.010403241,
+			0.021113047, -0.022685863, -0.023032416, 0.031429652, 0.001792743, -0.005644808, -0.011842767, -0.04078657,
+			-0.0026874484, 0.06915057, -0.00056939584, -0.013995391, 0.010703143, -0.013728813, -0.022939114, -0.015261642,
+			-0.022485929, 0.016807798, 0.007964044, 0.0144219175, 0.016821127, 0.0076241563, 0.005461535, -0.013248971,
+			0.015301628, 0.0085171955, -0.004318578, 0.011136333, -0.0059047225, -0.010249958, -0.018207338, 0.024645219,
+			0.021752838, 0.0007614159, -0.013648839, 0.01111634, -0.010503208, -0.0038487327, -0.008203966, -0.00397869,
+			0.0029740208, 0.008530525, 0.005261601, 0.01642126, -0.0038753906, -0.013222313, 0.026537929, 0.024671877,
+			-0.043505676, 0.014195326, 0.024778508, 0.0056914594, -0.025951454, 0.017620865, -0.0021359634, 0.008643821,
+			0.021299653, 0.0041686273, -0.009017031, 0.04044002, 0.024378639, -0.027777521, -0.014208655, 0.0028623908,
+			0.042119466, 0.005801423, -0.028124074, -0.03129636, 0.022139376, -0.022179363, -0.04067994, 0.013688826,
+			0.013328944, 0.0046184794, -0.02828402, -0.0063412455, -0.0046184794, -0.011756129, -0.010383247, -0.0018543894,
+			-0.0018593877, -0.00052024535, 0.004815081, 0.014781799, 0.018007403, 0.01306903, -0.020433271, 0.009043689,
+			0.033189073, -0.006844413, -0.019766824, -0.018767154, 0.00533491, -0.0024575242, 0.018727167, 0.0058080875,
+			-0.013835444, 0.0040719924, 0.004881726, 0.012029372, 0.005664801, 0.03193615, 0.0058047553, 0.002695779,
+			0.009290274, 0.02361889, 0.017834127, 0.0049017193, -0.0036388019, 0.010776452, -0.019793482, 0.0067777685,
+			-0.014208655, -0.024911797, 0.002385881, 0.0034988478, 0.020899786, -0.0025858153, -0.011849431, 0.033189073,
+			-0.021312982, 0.024965113, -0.014635181, 0.014048708, -0.0035921505, -0.003347231, 0.030869836, -0.0017161017,
+			-0.0061346465, 0.009203636, -0.025165047, 0.0068510775, 0.021499587, 0.013782129, -0.0024475274, -0.0051149824,
+			-0.024445284, 0.006167969, 0.0068844, -0.00076183246, 0.030150073, -0.0055948244, -0.011162991, -0.02057989,
+			-0.009703471, -0.020646535, 0.008004031, 0.0066378145, -0.019900113, -0.012169327, -0.01439526, 0.0044252095,
+			-0.004018677, 0.014621852, -0.025085073, -0.013715484, -0.017980747, 0.0071043274, 0.011456228, -0.01010334,
+			-0.0035321703, -0.03801415, -0.012036037, -0.0028990454, -0.05419549, -0.024058744, -0.024272008, 0.015221654,
+			0.027964126, 0.03182952, -0.015354944, 0.004855068, 0.011522872, 0.004771762, 0.0027874154, 0.023405626,
+			0.0004242353, -0.03132302, 0.007057676, 0.008763781, -0.0027057757, 0.023005757, -0.0071176565, -0.005238275,
+			0.029110415, -0.010989714, 0.013728813, -0.009630162, -0.029137073, -0.0049317093, -0.0008630492, -0.015248313,
+			0.0043219104, -0.0055681667, -0.013175662, 0.029723546, 0.025098402, 0.012849103, -0.0009996708, 0.03118973,
+			-0.0021709518, 0.0260181, -0.020526575, 0.028097415, -0.016141351, 0.010509873, -0.022965772, 0.002865723,
+			0.0020493253, 0.0020509914, -0.0041419696, -0.00039695262, 0.017287642, 0.0038987163, 0.014795128, -0.014661839,
+			-0.008950386, 0.004431874, -0.009383577, 0.0012604183, -0.023019087, 0.0029273694, -0.033135757, 0.009176978,
+			-0.011023037, -0.002102641, 0.02663123, -0.03849399, -0.0044152127, 0.0004527676, -0.0026924468, 0.02828402,
+			0.017727496, 0.035135098, 0.02728435, -0.005348239, -0.001467017, -0.019766824, 0.014715155, 0.011982721,
+			0.0045651635, 0.023458943, -0.0010046692, -0.0031373003, -0.0006972704, 0.0019043729, -0.018967088, -0.024311995,
+			0.0011546199, 0.007977373, -0.004755101, -0.010016702, -0.02780418, -0.004688456, 0.013022379, -0.005484861,
+			0.0017227661, -0.015394931, -0.028763862, -0.026684547, 0.0030589928, -0.018513903, 0.028363993, 0.0044818576,
+			-0.009270281, 0.038920518, -0.016008062, 0.0093902415, 0.004815081, -0.021059733, 0.01451522, -0.0051583014,
+			0.023765508, -0.017874114, -0.016821127, -0.012522544, -0.0028390652, 0.0040886537, 0.020259995, -0.031216389,
+			-0.014115352, -0.009176978, 0.010303274, 0.020313311, 0.0064112223, -0.02235264, -0.022872468, 0.0052449396,
+			0.0005723116, 0.0037321046, 0.016807798, -0.018527232, -0.009303603, 0.0024858483, -0.0012662497, -0.007110992,
+			0.011976057, -0.007790768, -0.042999174, -0.006727785, -0.011829439, 0.007024354, 0.005278262, -0.017740825,
+			-0.0041519664, 0.0085905045, 0.027750863, -0.038387362, 0.024391968, 0.00087721116, 0.010509873, -0.00038508154,
+			-0.006857742, 0.0183273, -0.0037054466, 0.015461575, 0.0017394272, -0.0017944091, 0.014181997, -0.0052682655,
+			0.009023695, 0.00719763, -0.013522214, 0.0034422, 0.014941746, -0.0016711164, -0.025298337, -0.017634194,
+			0.0058714002, -0.005321581, 0.017834127, 0.0110630235, -0.03369557, 0.029190388, -0.008943722, 0.009363583,
+			-0.0034222065, -0.026111402, -0.007037683, -0.006561173, 0.02473852, -0.007084334, -0.010110005, -0.008577175,
+			0.0030439978, -0.022712521, 0.0054582027, -0.0012620845, -0.0011954397, -0.015741484, 0.0129557345,
+			-0.00042111133, 0.00846388, 0.008930393, 0.016487904, 0.010469886, -0.007917393, -0.011762793, -0.0214596,
+			0.000917198, 0.021672864, 0.010269952, -0.007737452, -0.010243294, -0.0067244526, -0.015488233, -0.021552904,
+			0.017127695, 0.011109675, 0.038067464, 0.00871713, -0.0025591573, 0.021312982, -0.006237946, 0.034628596,
+			-0.0045251767, 0.008357248, 0.020686522, 0.0010696478, 0.0076708077, 0.03772091, -0.018700508, -0.0020676525,
+			-0.008923728, -0.023298996, 0.018233996, -0.010256623, 0.0017860786, 0.009796774, -0.00897038, -0.01269582,
+			-0.018527232, 0.009190307, -0.02372552, -0.042119466, 0.008097334, -0.0066778013, -0.021046404, 0.0019593548,
+			0.011083017, -0.0016028056, 0.012662497, -0.000059095124, 0.0071043274, -0.014675168, 0.024831824, -0.053582355,
+			0.038387362, 0.0005698124, 0.015954746, 0.021552904, 0.031589597, -0.009230294, -0.0006147976, 0.002625802,
+			-0.011749465, -0.034362018, -0.0067844326, -0.018793812, 0.011442899, -0.008743787, 0.017474247, -0.021619547,
+			0.01831397, -0.009037024, -0.0057247817, -0.02728435, 0.010363255, 0.034415334, -0.024032086, -0.0020126705,
+			-0.0045518344, -0.019353628, -0.018340627, -0.03129636, -0.0034038792, -0.006321252, -0.0016161345, 0.033642255,
+			-0.000056075285, -0.005005019, 0.004571828, -0.0024075406, -0.00010215386, 0.0098634185, 0.1980148, -0.003825407,
+			-0.025191706, 0.035161756, 0.005358236, 0.025111731, 0.023485601, 0.0023342315, -0.011882754, 0.018287312,
+			-0.0068910643, 0.003912045, 0.009243623, -0.001355387, -0.028603915, -0.012802451, -0.030150073, -0.014795128,
+			-0.028630573, -0.0013487226, 0.002667455, 0.00985009, -0.0033972147, -0.021486258, 0.009503538, -0.017847456,
+			0.013062365, -0.014341944, 0.005078328, 0.025165047, -0.015594865, -0.025924796, -0.0018177348, 0.010996379,
+			-0.02993681, 0.007324255, 0.014475234, -0.028577257, 0.005494857, 0.00011725306, -0.013315615, 0.015941417,
+			0.009376912, 0.0025158382, 0.008743787, 0.023832154, -0.008084005, -0.014195326, -0.008823762, 0.0033455652,
+			-0.032362677, -0.021552904, -0.0056081535, 0.023298996, -0.025444955, 0.0097301295, 0.009736794, 0.015274971,
+			-0.0012937407, -0.018087378, -0.0039387033, 0.008637156, -0.011189649, -0.00023846315, -0.011582852, 0.0066411467,
+			-0.018220667, 0.0060846633, 0.0376676, -0.002709108, 0.0072776037, 0.0034188742, -0.010249958, -0.0007747449,
+			-0.00795738, -0.022192692, 0.03910712, 0.032122757, 0.023898797, 0.0076241563, -0.007397564, -0.003655463,
+			0.011442899, -0.014115352, -0.00505167, -0.031163072, 0.030336678, -0.006857742, -0.022259338, 0.004048667,
+			0.02072651, 0.0030156737, -0.0042119464, 0.00041861215, -0.005731446, 0.011103011, 0.013822115, 0.021512916,
+			0.009216965, -0.006537847, -0.027057758, -0.04054665, 0.010403241, -0.0056281467, -0.005701456, -0.002709108,
+			-0.00745088, -0.0024841821, 0.009356919, -0.022659205, 0.004061996, -0.013175662, 0.017074378, -0.006141311,
+			-0.014541878, 0.02993681, -0.00028448965, -0.025271678, 0.011689484, -0.014528549, 0.004398552, -0.017274313,
+			0.0045751603, 0.012455898, 0.004121976, -0.025458284, -0.006744446, 0.011822774, -0.015035049, -0.03257594,
+			0.014675168, -0.0039187097, 0.019726837, -0.0047251107, 0.0022825818, 0.011829439, 0.005391558, -0.016781142,
+			-0.0058747325, 0.010309938, -0.013049036, 0.01186276, -0.0011246296, 0.0062112883, 0.0028190718, -0.021739509,
+			0.009883412, -0.0073175905, -0.012715813, -0.017181009, -0.016607866, -0.042492677, -0.0014478565, -0.01794076,
+			0.012302616, -0.015194997, -0.04433207, -0.020606548, 0.009696807, 0.010303274, -0.01694109, -0.004018677,
+			0.019353628, -0.001991011, 0.000058938927, 0.010536531, -0.17274313, 0.010143327, 0.014235313, -0.024152048,
+			0.025684876, -0.0012504216, 0.036601283, -0.003698782, 0.0007310093, 0.004165295, -0.0029157067, 0.017101036,
+			-0.046891227, -0.017460918, 0.022965772, 0.020233337, -0.024072073, 0.017220996, 0.009370248, 0.0010363255,
+			0.0194336, -0.019606877, 0.01818068, -0.020819811, 0.007410893, 0.0019326969, 0.017887443, 0.006651143,
+			0.00067394477, -0.011889419, -0.025058415, -0.008543854, 0.021579562, 0.0047484366, 0.014062037, 0.0075508473,
+			-0.009510202, -0.009143656, 0.0046817916, 0.013982063, -0.0027990784, 0.011782787, 0.014541878, -0.015701497,
+			-0.029350337, 0.021979429, 0.01332228, -0.026244693, -0.0123492675, -0.003895384, 0.0071576433, -0.035454992,
+			-0.00046984528, 0.0033522295, 0.039347045, 0.0005119148, 0.00476843, -0.012995721, 0.0024042083, -0.006931051,
+			-0.014461905, -0.0127558, 0.0034555288, -0.0074842023, -0.030256703, -0.007057676, -0.00807734, 0.007804097,
+			-0.006957709, 0.017181009, -0.034575284, -0.008603834, -0.005008351, -0.015834786, 0.02943031, 0.016861115,
+			-0.0050849924, 0.014235313, 0.0051449724, 0.0025924798, -0.0025741523, 0.04289254, -0.002104307, 0.012969063,
+			-0.008310596, 0.00423194, 0.0074975314, 0.0018810473, -0.014248641, -0.024725191, 0.0151016945, -0.017527562,
+			0.0018727167, 0.0002830318, 0.015168339, 0.0144219175, -0.004048667, -0.004358565, 0.011836103, -0.010343261,
+			-0.005911387, 0.0022825818, 0.0073175905, 0.00403867, 0.013188991, 0.03334902, 0.006111321, 0.008597169,
+			0.030123414, -0.015474904, 0.0017877447, -0.024551915, 0.013155668, 0.023525586, -0.0255116, 0.017220996,
+			0.004358565, -0.00934359, 0.0099967085, 0.011162991, 0.03092315, -0.021046404, -0.015514892, 0.0011946067,
+			-0.01816735, 0.010876419, -0.10124666, -0.03550831, 0.0056348112, 0.013942076, 0.005951374, 0.020419942,
+			-0.006857742, -0.020873128, -0.021259667, 0.0137554705, 0.0057880944, -0.029163731, -0.018767154, -0.021392956,
+			0.030896494, -0.005494857, -0.0027307675, -0.006801094, -0.014821786, 0.021392956, -0.0018110704, -0.0018843795,
+			-0.012362596, -0.0072176233, -0.017194338, -0.018713837, -0.024272008, 0.03801415, 0.00015880188, 0.0044951867,
+			-0.028630573, -0.0014070367, -0.00916365, -0.026537929, -0.009576847, -0.013995391, -0.0077107945, 0.0050016865,
+			0.00578143, -0.04467862, 0.008363913, 0.010136662, -0.0006268769, -0.006591163, 0.015341615, -0.027377652,
+			-0.00093136, 0.029243704, -0.020886457, -0.01041657, -0.02424535, 0.005291591, -0.02980352, -0.009190307,
+			0.019460259, -0.0041286405, 0.004801752, 0.0011787785, -0.001257086, -0.011216307, -0.013395589, 0.00088137644,
+			-0.0051616337, 0.03876057, -0.0033455652, 0.00075850025, -0.006951045, -0.0062112883, 0.018140694, -0.006351242,
+			-0.008263946, 0.018154023, -0.012189319, 0.0075508473, -0.044358727, -0.0040153447, 0.0093302615, -0.010636497,
+			0.032789204, -0.005264933, -0.014235313, -0.018393943, 0.007297597, -0.016114693, 0.015021721, 0.020033404,
+			0.0137688, 0.0011046362, 0.010616505, -0.0039453674, 0.012109346, 0.021099718, -0.0072842683, -0.019153694,
+			-0.003768759, 0.039320387, -0.006747778, -0.0016852784, 0.018154023, 0.0010963057, -0.015035049, -0.021033075,
+			-0.04345236, 0.017287642, 0.016341286, -0.008610498, 0.00236922, 0.009290274, 0.028950468, -0.014475234,
+			-0.0035654926, 0.015434918, -0.03372223, 0.004501851, -0.012929076, -0.008483873, -0.0044685286, -0.0102233,
+			0.01615468, 0.0022792495, 0.010876419, -0.0059647025, 0.01895376, -0.0069976957, -0.0042952523, 0.017207667,
+			-0.00036133936, 0.0085905045, 0.008084005, 0.03129636, -0.016994404, -0.014915089, 0.020100048, -0.012009379,
+			-0.006684466, 0.01306903, 0.00015765642, -0.00530492, 0.0005277429, 0.015421589, 0.015528221, 0.032202728,
+			-0.003485519, -0.0014286962, 0.033908837, 0.001367883, 0.010509873, 0.025271678, -0.020993087, 0.019846799,
+			0.006897729, -0.010216636, -0.00725761, 0.01818068, -0.028443968, -0.011242964, -0.014435247, -0.013688826,
+			0.006101324, -0.0022509254, 0.013848773, -0.0019077052, 0.017181009, 0.03422873, 0.005324913, -0.0035188415,
+			0.014128681, -0.004898387, 0.005038341, 0.0012320944, -0.005561502, -0.017847456, 0.0008538855, -0.0047884234,
+			0.011849431, 0.015421589, -0.013942076, 0.0029790192, -0.013702155, 0.0001199605, -0.024431955, 0.019926772,
+			0.022179363, -0.016487904, -0.03964028, 0.0050849924, 0.017487574, 0.022792496, 0.0012504216, 0.004048667,
+			-0.00997005, 0.0076041627, -0.014328616, -0.020259995, 0.0005598157, -0.010469886, 0.0016852784, 0.01716768,
+			-0.008990373, -0.001987679, 0.026417969, 0.023792166, 0.0046917885, -0.0071909656, -0.00032051947, -0.023259008,
+			-0.009170313, 0.02071318, -0.03156294, -0.030869836, -0.006324584, 0.013795458, -0.00047151142, 0.016874444,
+			0.00947688, 0.00985009, -0.029883493, 0.024205362, -0.013522214, -0.015075036, -0.030603256, 0.029270362,
+			0.010503208, 0.021539574, 0.01743426, -0.023898797, 0.022019416, -0.0068777353, 0.027857494, -0.021259667,
+			0.0025758184, 0.006197959, 0.006447877, -0.00025200035, -0.004941706, -0.021246338, -0.005504854, -0.008390571,
+			-0.0097301295, 0.027244363, -0.04446536, 0.05216949, 0.010243294, -0.016008062, 0.0122493, -0.0199401,
+			0.009077012, 0.019753495, 0.006431216, -0.037960835, -0.027377652, 0.016381273, -0.0038620618, 0.022512587,
+			-0.010996379, -0.0015211658, -0.0102233, 0.007071005, 0.008230623, -0.009490209, -0.010083347, 0.024431955,
+			0.002427534, 0.02828402, 0.0035721571, -0.022192692, -0.011882754, 0.010056688, 0.0011904413, -0.01426197,
+			-0.017500903, -0.00010985966, 0.005591492, -0.0077707744, -0.012049366, 0.011869425, 0.00858384, -0.024698535,
+			-0.030283362, 0.020140035, 0.011949399, -0.013968734, 0.042732596, -0.011649498, -0.011982721, -0.016967745,
+			-0.0060913274, -0.007130985, -0.013109017, -0.009710136 };
 }
diff --git a/mongodb/fragment-spi/sample/src/test/java/com/example/data/mongodb/Movies.java b/mongodb/fragment-spi/sample/src/test/java/com/example/data/mongodb/Movies.java
index 4bd0f8501..f0ac5f150 100644
--- a/mongodb/fragment-spi/sample/src/test/java/com/example/data/mongodb/Movies.java
+++ b/mongodb/fragment-spi/sample/src/test/java/com/example/data/mongodb/Movies.java
@@ -5,7 +5,7 @@
  * you may not use this file except in compliance with the License.
  * You may obtain a copy of the License at
  *
- *      https://www.apache.org/licenses/LICENSE-2.0
+ *      http://www.apache.org/licenses/LICENSE-2.0
  *
  * Unless required by applicable law or agreed to in writing, software
  * distributed under the License is distributed on an "AS IS" BASIS,
@@ -15,95 +15,94 @@
  */
 package com.example.data.mongodb;
 
+import lombok.SneakyThrows;
+
 import java.io.IOException;
 import java.io.InputStream;
 import java.util.ArrayList;
 import java.util.Iterator;
 import java.util.List;
+import java.util.zip.GZIPInputStream;
 
-import com.mongodb.client.MongoClient;
-import com.mongodb.client.model.InsertOneModel;
-import lombok.SneakyThrows;
 import org.bson.Document;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 import org.slf4j.event.Level;
-import org.springframework.core.io.ClassPathResource;
+
+import org.springframework.core.io.Resource;
+
 import org.testcontainers.shaded.com.fasterxml.jackson.databind.JsonNode;
 import org.testcontainers.shaded.com.fasterxml.jackson.databind.ObjectMapper;
 
+import com.mongodb.client.MongoClient;
+import com.mongodb.client.model.InsertOneModel;
+
 /**
  * @author Christoph Strobl
  */
 class Movies {
 
-    private static final Logger log = LoggerFactory.getLogger(Movies.class);
-    public static final String MOVIES_JSON = "mflix.embedded_movies.json";
+	private static final Logger log = LoggerFactory.getLogger(Movies.class);
 
-    private final MongoClient client;
-    static final String DATABASE = "test";
-    static final String COLLECTION = "movies";
+	private final MongoClient client;
+	static final String DATABASE = "test";
+	static final String COLLECTION = "movies";
 
-    public Movies(MongoClient client) {
-        this.client = client;
-    }
+	public Movies(MongoClient client) {
+		this.client = client;
+	}
 
-    boolean alreadyInitialized() {
-        return client.getDatabase(DATABASE).getCollection(COLLECTION).estimatedDocumentCount() > 0;
-    }
+	boolean alreadyInitialized() {
+		return client.getDatabase(DATABASE).getCollection(COLLECTION).estimatedDocumentCount() > 0;
+	}
 
-    @SneakyThrows
-    void initialize() {
+	@SneakyThrows
+	void initialize(Resource resource) {
 
-        loadSampleData();
-        createVectorIndex();
-    }
+		loadSampleData(resource);
+		createVectorIndex();
+	}
 
-    @SneakyThrows
-    void createVectorIndex() {
+	@SneakyThrows
+	private void createVectorIndex() {
 
-        log.atLevel(Level.INFO).log("creating vector index");
-        client.getDatabase(DATABASE).runCommand(createSearchIndexDefinition());
-        Thread.sleep(5000); // this takes time
-        log.atLevel(Level.INFO).log("index 'plot_vector_index' created");
-    }
+		log.atLevel(Level.INFO).log("creating vector index");
+		client.getDatabase(DATABASE).runCommand(createSearchIndexDefinition());
+		Thread.sleep(5000); // this takes time
+		log.atLevel(Level.INFO).log("index 'plot_vector_index' created");
+	}
 
-    void loadSampleData() throws IOException, InterruptedException {
+	private void loadSampleData(Resource resource) throws IOException, InterruptedException {
 
-        log.atLevel(Level.INFO).log("Loading movies {}", MOVIES_JSON);
+		log.atLevel(Level.INFO).log("Loading movies from {}", resource);
 
-        ClassPathResource resource = new ClassPathResource(MOVIES_JSON);
-        InputStream stream = resource.getInputStream();
-        ObjectMapper mapper = new ObjectMapper();
-        JsonNode node = mapper.readerFor(JsonNode.class).readTree(stream);
+		InputStream stream = new GZIPInputStream(resource.getInputStream());
+		ObjectMapper mapper = new ObjectMapper();
+		JsonNode node = mapper.readerFor(JsonNode.class).readTree(stream);
 
-        if (node.isArray()) {
+		if (node.isArray()) {
 
-            Iterator<JsonNode> elements = node.elements();
-            List<InsertOneModel<Document>> bulk = new ArrayList<>(node.size());
+			Iterator<JsonNode> elements = node.elements();
+			List<InsertOneModel<Document>> bulk = new ArrayList<>(node.size());
 
-            while (elements.hasNext()) {
-                bulk.add(new InsertOneModel<>(Document.parse(elements.next().toString())));
-            }
+			while (elements.hasNext()) {
+				bulk.add(new InsertOneModel<>(Document.parse(elements.next().toString())));
+			}
 
-            client.getDatabase(DATABASE).getCollection(COLLECTION).bulkWrite(bulk);
-            log.atLevel(Level.INFO).log("Created {} movies in {}.{}", node.size(), DATABASE, COLLECTION);
-        }
+			client.getDatabase(DATABASE).getCollection(COLLECTION).bulkWrite(bulk);
+			log.atLevel(Level.INFO).log("Created {} movies in {}.{}", node.size(), DATABASE, COLLECTION);
+		}
 
-        Thread.sleep(2000); // give writes a little time to complete'
-    }
+		Thread.sleep(2000); // give writes a little time to complete'
+	}
 
-    private org.bson.Document createSearchIndexDefinition() {
+	private org.bson.Document createSearchIndexDefinition() {
 
-        List<Document> vectorFields = List.of(new org.bson.Document().append("type", "vector")
-            .append("path", "plot_embedding")
-            .append("numDimensions", 1536)
-            .append("similarity", "cosine"));
+		List<Document> vectorFields = List.of(new org.bson.Document().append("type", "vector")
+				.append("path", "plot_embedding").append("numDimensions", 1536).append("similarity", "cosine"));
 
-        return new org.bson.Document().append("createSearchIndexes", COLLECTION)
-            .append("indexes",
-                List.of(new org.bson.Document().append("name", "plot_vector_index")
-                    .append("type", "vectorSearch")
-                    .append("definition", new org.bson.Document("fields", vectorFields))));
-    }
+		return new org.bson.Document().append("createSearchIndexes", COLLECTION).append("indexes",
+				List.of(new org.bson.Document().append("name", "plot_vector_index").append("type", "vectorSearch")
+						.append("definition", new org.bson.Document("fields", vectorFields))));
+	}
 }
diff --git a/mongodb/fragment-spi/sample/src/test/resources/mflix.embedded_movies.json b/mongodb/fragment-spi/sample/src/test/resources/mflix.embedded_movies.json
deleted file mode 100644
index 8b4a4ff36..000000000
--- a/mongodb/fragment-spi/sample/src/test/resources/mflix.embedded_movies.json
+++ /dev/null
@@ -1,629618 +0,0 @@
-[
-  {
-    "plot": "A time-travel experiment in which a robot probe is sent from the year 2073 to the year 1973 goes terribly wrong thrusting one of the project scientists, a man named Nicholas Sinclair into a...",
-    "title": "A.P.E.X.",
-    "year": 1994,
-    "plot_embedding": [
-      -0.009040462,
-      -0.04068208,
-      0.0052232323,
-      -0.030748082,
-      -0.0066095237,
-      0.017331932,
-      -0.008337461,
-      7.781466E-4,
-      -0.032009542,
-      0.0133833,
-      0.0069051785,
-      0.021825884,
-      -5.674927E-4,
-      -0.01212184,
-      0.020485582,
-      -0.0044249645,
-      0.015321481,
-      -0.010650137,
-      0.012824842,
-      0.0011538743,
-      -0.01333074,
-      -0.002649394,
-      0.023034781,
-      -0.005298788,
-      0.007831563,
-      -0.016950866,
-      0.008567414,
-      -0.023376428,
-      0.035373434,
-      -0.0019135426,
-      -0.004185156,
-      -0.0031339393,
-      -0.009822304,
-      -0.03295564,
-      -0.03235119,
-      -0.021300275,
-      0.0018560542,
-      -0.010906371,
-      0.02101119,
-      -0.018711654,
-      0.030117353,
-      0.01403374,
-      -1.5953032E-4,
-      -0.00317993,
-      -0.03177302,
-      0.013652675,
-      0.0065109725,
-      -0.029618025,
-      -0.005298788,
-      0.011004923,
-      0.016162453,
-      -0.0017575027,
-      -0.0076870206,
-      -0.020459302,
-      0.012700009,
-      -0.01717425,
-      -0.0024572187,
-      0.0074373567,
-      -0.0061299065,
-      -0.022088688,
-      0.013173057,
-      -0.0051706713,
-      -0.021247715,
-      0.010650137,
-      -0.0061299065,
-      -0.012529187,
-      0.003554426,
-      -0.0049702832,
-      0.003339255,
-      0.0030255325,
-      0.016320137,
-      0.016780043,
-      0.0054531856,
-      -7.8923366E-4,
-      0.02741047,
-      0.0034197387,
-      -0.01906644,
-      0.021917865,
-      0.01275257,
-      0.017108548,
-      0.017069127,
-      -0.019013878,
-      -0.026490657,
-      0.004313273,
-      0.009171864,
-      0.0067672064,
-      0.0029089132,
-      0.011517391,
-      -0.010255931,
-      -0.024624746,
-      0.018212326,
-      0.016333276,
-      3.9071584E-4,
-      0.015150658,
-      0.0040340433,
-      0.016136173,
-      -0.018291168,
-      0.021287134,
-      -0.005867102,
-      -0.036477212,
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-  },
-  {
-    "plot": "Axel Foley, while investigating a car theft ring, comes across something much bigger than that: the same men who shot his boss are running a counterfeit money ring out of a theme park in Los Angeles.",
-    "title": "Beverly Hills Cop III",
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-  {
-    "plot": "Chaank Armaments is experimenting with the ultimate fighting machine which is part human - part machine. So far, the Hardman project has been unreliable and has killed a number of innocent ...",
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-    "year": 1994,
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-  {
-    "plot": null,
-    "title": "Sunset Riders",
-    "year": 1994,
-    "plot_embedding": null
-  },
-  {
-    "plot": "Doc McCoy is put in prison because his partners chickened out and flew off without him after exchanging a prisoner with a lot of money. Doc knows Jack Benyon, a rich \"business\"-man, is up ...",
-    "title": "The Getaway",
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-    "plot": "It's _The Good, the Bad and the Ugly (1966)_ meets Simple Men (1992). George is a small-time crook. His brother Michael makes a living scamming the elderly by selling them nonexistent ...",
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-    "title": "Hercules: The Legendary Journeys - Hercules and the Circle of Fire",
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-  {
-    "plot": "Deceived that he had won the Prize, Connor MacLeod awakens from a peaceful life when an entombed immortal magician comes seeking the Highlander.",
-    "title": "Highlander: The Final Dimension",
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-  {
-    "plot": "Disowned by his parents at a young age Pratap Narayan Tilak ended up in a small time village controlled by underworld dons and some very powerful and influential politicians. Lazy, ...",
-    "title": "Krantiveer",
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-  {
-    "plot": "Psycho Joe, a petrol-head from Altona, Melbourne, secures employment at a local Supermarket. Here, he meets the over-sexed Dazey. Joe and Dazey form a friendship based on a mutual interest ...",
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-    "plot": "Journalist Roma Singh is the daughter of a jailer. While taking a tour of the jail, she is molested by some of the inmates, and an inmate, Vishal Agnihotri comes to her assistance. She ...",
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-  {
-    "plot": "Ho Kam-An is a love struck dim-sum delivery boy who falls for a beautiful judo student. After being humiliated by her boyfriend, Ho Kam-An goes out and seeks the services of an aging ...",
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-  },
-  {
-    "plot": "Franz Maurer, a compromised cop, former officer of the criminal department of the Warsaw's police, is released from prison where he was doing time for his brutality and murders. He is ...",
-    "title": "Psy 2: Ostatnia krew",
-    "year": 1994,
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-  {
-    "plot": "Rafting expert Gail takes on a pair of armed killers while navigating a spectacularly violent river.",
-    "title": "The River Wild",
-    "year": 1994,
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-  {
-    "plot": "Portugal 1813. A band of deserters, including Sharpe's old enemy, Obadiah Hakeswill, have captured two women, one the wife of a high-ranking English officer, and are holding them hostage ...",
-    "title": "Sharpe's Enemy",
-    "year": 1994,
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-  {
-    "plot": "Spain 1812. After Ciudad Rodrigo, Teresa tells Sharpe that they have a baby daughter. In Badajoz, the next siege target. Meanwhile, a new commander has taken over the South Essex, along ...",
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-  {
-    "plot": "1813. Major Sharpe's old enemy, Major Ducos manipulates a beautiful young marquesa into falsely accusing Sharpe of rape. Her husband calls Sharpe out in a duel. But when the husband is ...",
-    "title": "Sharpe's Honour",
-    "year": 1994,
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-  {
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-    "title": "Speed",
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-    "plot": "Captain Picard, with the help of supposedly dead Captain Kirk, must stop a madman willing to murder on a planetary scale in order to enter an energy ribbon.",
-    "title": "Star Trek: Generations",
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-  {
-    "plot": "Unemployed Aftab is into unlawful activities; one day he attempt to grab a consignment of arms and ammunitions that is being supplied to terrorists on the Indo-Pak border. When he find that...",
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-    "year": 1999,
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-  {
-    "plot": "The Bride wakens from a four-year coma. The child she carried in her womb is gone. Now she must wreak vengeance on the team of assassins who betrayed her - a team she was once part of.",
-    "title": "Kill Bill: Vol. 1",
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-  {
-    "plot": "Retiring CIA agent Nathan Muir recalls his training of Tom Bishop while working against agency politics to free him from his Chinese captors.",
-    "title": "Spy Game",
-    "year": 2001,
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-  {
-    "plot": "In the middle ages a small Greenlandic boy comes drifting with an Iceberg to a remote and superstitious settlement in Iceland and is believed to be an evil spirit by his looks. He saves a ...",
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-    "year": 2000,
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-  {
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-    "title": "Eight Legged Freaks",
-    "year": 2002,
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-  {
-    "plot": "Jett decides to quit Silverstone and lead a normal life. On the day of his last episode he is hit on the head with a prop and in his dream he is Silverstone. He is the only one who realizes that this is a dream.",
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-  {
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-  {
-    "plot": "Turning his back on a delinquent past and joining the police force, HP is determined to start doing the right thing. Soon he finds himself trapped in a web of lies, stretching out from both sides of the law. HP soon realizes that his present mission is closely connected to his own past, and that everything he worked so hard to escape from, is coming back to haunt him.",
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-  {
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-  {
-    "plot": "The Pevensie siblings return to Narnia, where they are enlisted to once again help ward off an evil king and restore the rightful heir to the land's throne, Prince Caspian.",
-    "title": "The Chronicles of Narnia: Prince Caspian",
-    "year": 2008,
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-  {
-    "plot": "Agent J travels in time to M.I.B.'s early days in 1969 to stop an alien from assassinating his friend Agent K and changing history.",
-    "title": "Men in Black 3",
-    "year": 2012,
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-  {
-    "plot": "The rude, lewd and crude Spanish ex-police officer Torrente finds himself facing jail time. Can he survive a twisted irony that places him where he has put so many others, both guilty and innocent?",
-    "title": "Torrente 4",
-    "year": 2011,
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-  {
-    "plot": "A band of Russian soldiers fight to hold a strategic building in their devastated city against a ruthless German army, and in the process become deeply connected to two Russian women who have been living there.",
-    "title": "Stalingrad",
-    "year": 2013,
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-  {
-    "plot": "Po and the Furious Five uncover the legend of three of kung fu's greatest heroes: Master Thundering Rhino, Master Storming Ox, and Master Croc.",
-    "title": "Kung Fu Panda: Secrets of the Masters",
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-  {
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-  {
-    "plot": "Yang travels to Chen Village to learn a powerful form of Tai Chi. Though villagers are forbidden from teaching outsiders, Yang becomes their best hope for survival when a man arrives with a plan to build a railroad through the village.",
-    "title": "Tai Chi Zero",
-    "year": 2012,
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-  {
-    "plot": "Jesse Stone comes out of involuntary retirement after the sheriff who replaced him exploded in their police car. The other officers Jesse worked with have left the department so he is forced to solve the crime on his own.",
-    "title": "Jesse Stone: Benefit of the Doubt",
-    "year": 2012,
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-  {
-    "plot": "A circle of friends risking their Friendship, Trust, Love and Hope in search of a legend. A young and privileged teenager with a golden heart, beset with challenges and tribulations we face...",
-    "title": "Catatan (Harian) si Boy",
-    "year": 2011,
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-  {
-    "plot": "Set during the second Manchu invasion of Korea, Nam Yi, the best archer in Korea, goes up against the Qing Dynasty to save his younger sister Ja In - who was dragged away by Manchurian.",
-    "title": "War of the Arrows",
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-  {
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-  {
-    "plot": "Gerrie, Richard, Rikkert, Robbie and Barry from Maaskantje are in a big fight with the village of Schijndel. When a zombie kills someone from Brabant, things get out of hand.",
-    "title": "New Kids Nitro",
-    "year": 2011,
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-  {
-    "plot": "Alfred and Jerzy take part in a brutal incident: during a train ride, a couple of hooligans harass a young woman. Jerzy stands in her defense. Alfred hesitates and becomes a helpless ...",
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-  {
-    "plot": "Anime adventure from 'Ghost in the Shell - Stand Alone Complex' (2002) director Kenji Kamiyama. Nine cyborgs created for destructive purposes disappeared for over 27 years after they were ...",
-    "title": "009 Re: Cyborg",
-    "year": 2012,
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-  {
-    "plot": "On an asteroid, the Terran Federation's Fort Casey is on top of a bug hive. The Starship Alesia begins to deploy its troops to seize and control the hanger and rescue any survivors. 'Alpha'...",
-    "title": "Starship Troopers: Invasion",
-    "year": 2012,
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-  {
-    "plot": "Former getaway driver Charlie Bronson jeopardizes his Witness Protection Plan identity in order to help his girlfriend get to Los Angeles. The feds and Charlie's former gang chase them on the road.",
-    "title": "Hit and Run",
-    "year": 2012,
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-  {
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-  {
-    "plot": "A simple film that centers on the lives of 5 educated youngsters in Madurai during 1980 in Madurai, their joys and sorrows. Subramaniapuram not just marks the beginning is a birth of new streamline of extraordinary film.",
-    "title": "Subramaniapuram",
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-  {
-    "plot": "Navy SEAL sniper Chris Kyle's pinpoint accuracy saves countless lives on the battlefield and turns him into a legend. Back home to his wife and kids after four tours of duty, however, Chris finds that it is the war he can't leave behind.",
-    "title": "American Sniper",
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-  {
-    "plot": "The police department has long been untouchable until tonight when hijackers kidnap 5 highly trained officers. Cryptic messages from the hijackers expose a mole within the task force.",
-    "title": "Cold War",
-    "year": 2012,
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-  {
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-  {
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-    "title": "Skellig: The Owl Man",
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-    "plot": "A wonderful fairy tale of the misadventures of a beautiful but temperamental Neapolitan peasant, Isabella, when she meets the ill- tempered Spanish Prince Rodrigo Ferrante y Davalos. The ...",
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-  {
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-  {
-    "plot": "Manhattanite Ashley is known to many as the luckiest woman around. After a chance encounter with a down-and-out young man, however, she realizes that she's swapped her fortune for his.",
-    "title": "Just My Luck",
-    "year": 2006,
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-  {
-    "plot": "Wilbur the pig is scared of the end of the season, because he knows that come that time, he will end up on the dinner table. He hatches a plan with Charlotte, a spider that lives in his pen, to ensure that this will never happen.",
-    "title": "Charlotte's Web",
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-  {
-    "plot": "Nick's plan to let fate bring his wife to him must be altered because he must replace his father as Santa Claus on December 26. Ernst, the right-hand man to several generations of Santas, ...",
-    "title": "Single Santa Seeks Mrs. Claus",
-    "year": 2004,
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-  {
-    "plot": "A young boy is chosen as the defender of good and must team up with Japan's ancient spirits and creatures of lore to destroy the forces of evil.",
-    "title": "The Great Yokai War",
-    "year": 2005,
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-    "plot": "A tale about two young boys, Prosper and Bo, who flee to Venice after being orphaned and dumped in the care of a cruel auntie. Hiding in the canals and alleyways of the city, the boys are ...",
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-  {
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-  {
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-  {
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-  {
-    "plot": "Amechiyo (The banished prince) falls in love with Tanukihime (a princess of raccoon dog disguised to human). This is an Operetta which includes comedy, singing and dancing, and a love story.",
-    "title": "Princess Raccoon",
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-    "plot": "Apartment building superintendent Cleveland Heep rescues what he thinks is a young woman from the pool he maintains. When he discovers that she is actually a character from a bedtime story who is trying to make the journey back to her home, he works with his tenants to protect his new friend from the creatures that are determined to keep her in our world.",
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-  {
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-  {
-    "plot": "A young man who survives a disaster at sea is hurtled into an epic journey of adventure and discovery. While cast away, he forms an unexpected connection with another survivor: a fearsome Bengal tiger.",
-    "title": "Life of Pi",
-    "year": 2012,
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-  {
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-  {
-    "plot": "The story of a family in Waco, Texas in 1956. The eldest son witnesses the loss of innocence and struggles with his parents' conflicting teachings.",
-    "title": "The Tree of Life",
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-    "plot": "In a world where the holidays are run by the efficient Bureau of Yuletide Affairs, a bitter and burned-out Ghost of Christmas Past decides to go AWOL while on a \"mission\" and leave his \"target\" stranded in 1965.",
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-  {
-    "plot": "Aging screenwriter Felix Bonhoeffer has lived his life in two states of existence: in reality and his own interior world. While working on a murder mystery script, and unaware that his brain is on the verge of implosion, Felix is baffled when his characters start to appear in his life, and vice versa.",
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-  {
-    "plot": "Andrei, a 13 year old teenager, living on Bucharest outskirts, decides one day to steal a trolleybus in order to impress Marilena, a prostitute he fell in love with.",
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-  {
-    "plot": "In a strange city where every person seems content beyond reason a new man arrives in town and stirs up trouble by asking too many questions.",
-    "title": "The Bothersome Man",
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-  {
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-  {
-    "plot": "Jean-Marc Leblanc (Labrèche), a desperate civil servant, escapes reality as we all know it, to imagine himself as the hero in imaginary adventures.",
-    "title": "Days of Darkness",
-    "year": 2007,
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-    "title": "Ghosts of Girlfriends Past",
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-  {
-    "plot": "A reluctant hobbit, Bilbo Baggins, sets out to the Lonely Mountain with a spirited group of dwarves to reclaim their mountain home - and the gold within it - from the dragon Smaug.",
-    "title": "The Hobbit: An Unexpected Journey",
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-  {
-    "plot": "Bullied by her peers, tired of her parents and bugged by her little brother, goth girl Cassie decides to get some harmless revenge by reading a scary book to her brother - summoning a monster in the process.",
-    "title": "The Haunting Hour: Don't Think About It",
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-  {
-    "plot": "Dennis Christmas is a Dennis The Menace version of A Christmas Carol where Mr. Wilson plays his own version of Scrooge. While Dennis has problems of his own with the neighborhood bully, he ...",
-    "title": "A Dennis the Menace Christmas",
-    "year": 2007,
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-    "plot": "As Harry races against time and evil to destroy the Horcruxes, he uncovers the existence of three most powerful objects in the wizarding world: the Deathly Hallows.",
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-    "plot": "For generations, the people of the City of Ember have flourished in an amazing world of glittering lights. But Ember's once powerful generator is failing ... and the great lamps that illuminate the city are starting to flicker.",
-    "title": "City of Ember",
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-  {
-    "plot": "About a guy whose life didn't quite turn out how he wanted it to and wishes he could go back to high school and change it. He wakes up one day and is seventeen again and gets the chance to rewrite his life.",
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-  {
-    "plot": "Lucy and Edmund Pevensie return to Narnia with their cousin Eustace where they meet up with Prince Caspian for a trip across the sea aboard the royal ship The Dawn Treader. Along the way they encounter dragons, dwarves, merfolk, and a band of lost warriors before reaching the edge of the world.",
-    "title": "The Chronicles of Narnia: The Voyage of the Dawn Treader",
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-  {
-    "plot": "Nineteen-year-old Alice returns to the magical world from her childhood adventure, where she reunites with her old friends and learns of her true destiny: to end the Red Queen's reign of terror.",
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-  {
-    "plot": "Ye Xiang Lun, a talented piano player is a new student at the prestigious Tamkang School. On his first day, he meets Lu Xiao Yu, a pretty girl playing a mysterious piece of music.",
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-  {
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-    "title": "The Hole",
-    "year": 2009,
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-  {
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-  {
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-  {
-    "plot": "The dwarves, along with Bilbo Baggins and Gandalf the Grey, continue their quest to reclaim Erebor, their homeland, from Smaug. Bilbo Baggins is in possession of a mysterious and magical ring.",
-    "title": "The Hobbit: The Desolation of Smaug",
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-  {
-    "plot": "When Katie, an ordinary woman, meets Paco, an ordinary man, something magical happens: a love story. From this union an extraordinary child is born: Ricky.",
-    "title": "Ricky",
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-  {
-    "plot": "Harry, Ron and Hermione search for Voldemort's remaining Horcruxes in their effort to destroy the Dark Lord as the final battle rages on at Hogwarts.",
-    "title": "Harry Potter and the Deathly Hallows: Part 2",
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-  {
-    "plot": "Tinkerbell wanders into the forbidden Winter woods and meets Periwinkle. Together they learn the secret of their wings and try to unite the warm fairies and the winter fairies to help Pixie Hollow.",
-    "title": "Secret of the Wings",
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-  {
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-  {
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-  {
-    "plot": "Edward leaves Bella after an attack that nearly claimed her life, and in her depression she falls into yet another paranormal relationship- this time with werewolf Jacob Black.",
-    "title": "The Twilight Saga: New Moon",
-    "year": 2009,
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-    "plot": "\"An Epic Battle for World Domination: In the faraway land of Mirabillis, the warlord Dragon-a Eye has unleashed his terrifying forces to hunt down the source of all power, a legendary ...",
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-  {
-    "plot": "As a string of mysterious killings grips Seattle, Bella, whose high school graduation is fast approaching, is forced to choose between her love for vampire Edward and her friendship with werewolf Jacob.",
-    "title": "The Twilight Saga: Eclipse",
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-  {
-    "plot": "The Quileutes close in on expecting parents Edward and Bella, whose unborn child poses a threat to the Wolf Pack and the towns people of Forks.",
-    "title": "The Twilight Saga: Breaking Dawn - Part 1",
-    "year": 2011,
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-  {
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-  {
-    "plot": "The ancient war between humans and a race of giants is reignited when Jack, a young farmhand fighting for a kingdom and the love of a princess, opens a gateway between the two worlds.",
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-    "plot": "The film uses a mix of cut-out animation from photographs and live-action segments, and tells the story of a married man who lives a double life in his dreams, where he is married to another woman.",
-    "title": "Surviving Life (Theory and Practice)",
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-  {
-    "plot": "Adam and Eden fell in love as teens despite the fact that they live on twinned worlds with gravities that pull in opposite directions. Ten years after a forced separation, Adam sets out on a dangerous quest to reconnect with his love.",
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-  {
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-  {
-    "plot": "In the depths of the Korvatunturi mountains, 486 metres deep, lies the closest ever guarded secret of Christmas. The time has come to dig it up! This Christmas everyone will believe in Santa Claus.",
-    "title": "Rare Exports: A Christmas Tale",
-    "year": 2010,
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-  {
-    "plot": "Charlie's brother, Sam dies in a car crash that Charlie survives. Charlie is given the gift of seeing his dead brother but when the girl he fell in love with's life is at risk he must choose between his girlfriend and his brother.",
-    "title": "Charlie St. Cloud",
-    "year": 2010,
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-  {
-    "plot": "Ethan longs to escape his small Southern town. He meets a mysterious new girl, Lena. Together, they uncover dark secrets about their respective families, their history and their town.",
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-  {
-    "plot": "Almost as soon as Jake and Cassie decide to get married on Christmas Eve, complications arise. Ex-con Leon Deeks arrives in town, and Jake is asked by the mayor to make him his top priority...",
-    "title": "The Good Witch's Gift",
-    "year": 2010,
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-  {
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-  {
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-  {
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-  {
-    "plot": "After the birth of Renesmee, the Cullens gather other vampire clans in order to protect the child from a false allegation that puts the family in front of the Volturi.",
-    "title": "The Twilight Saga: Breaking Dawn - Part 2",
-    "year": 2012,
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-  {
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-    "title": "A Fairly Odd Movie: Grow Up, Timmy Turner!",
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-  {
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-  {
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-  {
-    "plot": "The film follows a girl named Sintel who is searching for a baby dragon she calls Scales. A flashback reveals that Sintel found Scales with its wing injured and helped care for it, forming ...",
-    "title": "Sintel",
-    "year": 2010,
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-  {
-    "plot": "A young woman is entranced by an Aerialist. When they fall into the dreamlike world of Cirque du Soleil and are separated, they travel through the different tent worlds trying to find each other.",
-    "title": "Cirque du Soleil: Worlds Away",
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-  {
-    "plot": "Christmas is just two weeks away, it is pouring with rain, and Ben is struggling to get into the Christmas spirit...",
-    "title": "When Santa Fell to Earth",
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-  {
-    "plot": "Starring Amy Smart (Just Friends, The Butterfly Effect) and Mark-Paul Gosselaar (Franklin & Bash, Saved by the Bell, NYPD Blue), 12 Dates of Christmas is a romantic comedy that follows Kate...",
-    "title": "12 Dates of Christmas",
-    "year": 2011,
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-  {
-    "plot": "Tax collector Ning, a clumsy and easily frightened man, doesn't have any money and decides to stay overnight in an abandoned temple. Little does he know that the temple is haunted. He meets...",
-    "title": "Sien nui yau wan",
-    "year": 2011,
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-  {
-    "plot": "Tang Sanzang, a Buddhist trying to protect a village from three demons, his emerging feelings for Miss Duan, the demon hunter who helps him repeatedly, and Sanzang's trans-formative encounter with the Monkey King.",
-    "title": "Journey to the West",
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-    "plot": "Zero (Wagner Moura) is a brilliant scientist, but unfortunate because 20 years ago was publicly humiliated and lost in college Helena (Alinne Moraes) the love of his life. One day, an ...",
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-  {
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-  {
-    "plot": "Norwegian folklore turns out to be real when Leo and Elvis encounter Thale in a basement. A regular cleaning job turns into a struggle for survival, while they're trying to figure out what ...",
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-    "year": 2012,
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-    "plot": "At the age of 21, Tim discovers he can travel in time and change what happens and has happened in his own life. His decision to make his world a better place by getting a girlfriend turns out not to be as easy as you might think.",
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diff --git a/mongodb/fragment-spi/sample/src/test/resources/mflix.embedded_movies.json.gz b/mongodb/fragment-spi/sample/src/test/resources/mflix.embedded_movies.json.gz
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zjyVSNv#LDFxI1oEr@B?;PV>WPEen#ji4@fz2|gSt9l9s!rE1q$hWUQm&X9<Cu7Csk
zuCW3W1`d07QJ(9L+Oa&j;Woy(WJ6v$;4x#z?=S)&Zg%|X3j#32&W?Ctj3o&Nw!!kv
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zeJxW3Sn&<CkS4ySus=DxjK#W^>n-@f+%*Yv9k^(<ztl4w#eK>8j{LM+wO|KsWma#1
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zc5Vt)k0)@C$8x)R0jHMxZf$?QiEsd^+rr<`tZNOGG#nIiuQx`DbLL^MkdG=^>EfNp
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zb`sF^)1}Wa5*jZyKN8ePs53I!UVezN73c*FjBE~GyJ#0bNE?Dzwlb+x6rj&nr)dp}
z@Y8C^jKn`kJWukenuh_GhusGejzA&$p17QkgrUTtckY$arzSz0pH?+xmtp;6Wq-UJ
z)$JkUX58?Sf<aCMTx)0EJ+~-IZ;vw+_MuauZ6)kwvy>l_+t2FvIVze*Pkwl!VLOdA
zw>Qq6)O7#s1mdu6#p4H72%4X}SiQx-E&JuA%*$K+Q}FvSc@;o`(0VU7G&)xLv>diP
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z>#p4xigWWoUYW-RNYU1h0R431omiw=Fy#e5i})RqHYR=yg3;ueXlq}pKU?gl9fP~q
zeF4Eu;r#)r%dPaxp`q}4OgR=%&V4skGDsL&AsGFD&@9kNji`XqV0O12)zDpmc1vK-
zYo|sLxW7}+=Bpsx@6N_&_gF5JWKAiih|E-$JV?VED|-c9lP)AD=48oUTT0#~Y9&h|
z{%*;S<`ak0A!$i-!onec^QcH3lp(~|(>Il}sJG*yDHb|JTf4k_GsmP_jQs2yt@OGa
zWQ6~W$s5-_l{oIQBHmYyx0`d-Hi1zCc7u5Hi<JWQH2HVL%7E%$bJcZ)kXF#4UhjEv
z;s-~F36KYLys9Du`GHN9g_@avJ9fQk{_a-TMOo%36zy9nR@QnAf6GdT_MgWdIg+A4
z7X)lfP4UuaD$As825Iuv5~CEg`hipYyQ*Fj(cC=fgr?Zzd(QCeTXkbU2lC+*Dvy{t
zX<8=Hk~@au#*`*e`-FSau4F}L;4ZZHd1+fc7eSvqdafbFP=|X!#B5(cg^6%*y&=~V
z{TQ(d)>EHAaF4rIkF>uFcATYMX7=nOZ`Pwm&&^mU3<tD3TAWs21kv{f74nfnS}$mV
z`Op=}g^nr*PiGY(vIX1~5|K5DE!?LlzLo!@5?m+m3)j_A0dTZ?=UPskE5@z`oqMtD
zEeM?(qnZj8FFsZ7MhbCwlI<6OmWkJFd~^x9_90gkZ5viLnf)^02?BvM-)m>hz2V)m
zN=#AYu2xvGqHskKDk*Gbg@E9({B7+M2FV@AL8(&7gN@0by6gXrk*?e(49fK9=tt7U
zmAvVvfl?Y-zvl;pKtQ&K0$}@qoUcfe1yC{wl{XW)*L!lA6*75pPu!L0++eMf;3i|0
zvM~?z=4bp`Nd#o7cCAmynf@hx#QtLnnl+c`e_J)RGa>fRD(wuC{0%2vG4@`AWWQ9N
z!x!k1OF=}+&F}H#WW9UO1b+7{94e4*c#X%oC!JYhoa(HkZ#9itIcrkS;!2~uR`|7j
zW|-8VRZ9a8*cFW=_{-bQI?cU3??j9%Ps$elJYYSzO>~ls`hzCuUF5_`;|E)mJE|w+
zQOd)bQ0+{4CEUojBtbwFj4t>BcbKZh$y``&Z$6BS5!5NWO@&m|gK0C0Jd2I$K!q{$
zHQx0_QKqBhx-TIYCISvcLJK~Gear1Th71a-XB&8fJ=Dw`YGaM+VO_5ay5C4Kwrc<e
Zgfmd&JqGu`{eS=Me*wSy4JfKYy#O4)8A1R6

literal 0
HcmV?d00001


From d9c0a0f08873d1378610e0dd5a8b86474af5ae5e Mon Sep 17 00:00:00 2001
From: duicym <281116094@qq.com>
Date: Fri, 25 Aug 2023 16:59:37 +0800
Subject: [PATCH 35/42] Add toString method for Customer.

Fix the issue of `CustomizableTraceInterceptor` using `Object.toString()``.

Original pull request #668
---
 .../example/springdata/jpa/interceptors/Customer.java    | 9 ++++++++-
 1 file changed, 8 insertions(+), 1 deletion(-)

diff --git a/jpa/interceptors/src/main/java/example/springdata/jpa/interceptors/Customer.java b/jpa/interceptors/src/main/java/example/springdata/jpa/interceptors/Customer.java
index e3591c461..e9de6c41b 100644
--- a/jpa/interceptors/src/main/java/example/springdata/jpa/interceptors/Customer.java
+++ b/jpa/interceptors/src/main/java/example/springdata/jpa/interceptors/Customer.java
@@ -26,5 +26,12 @@ public class Customer {
 
 	String firstname;
 	String lastname;
-
+	@Override
+	public String toString() {
+		return "Customer{" +
+				"id=" + id +
+				", firstname='" + firstname + '\'' +
+				", lastname='" + lastname + '\'' +
+				'}';
+	}
 }

From 56aafe10575643f9beee80a82043d7ca310cba60 Mon Sep 17 00:00:00 2001
From: Jens Schauder <jens.schauder@broadcom.com>
Date: Tue, 17 Dec 2024 13:12:25 +0100
Subject: [PATCH 36/42] Polishing.

Formatting.
Clarifying what is demonstrated a little.

Original pull request #668
---
 .../java/example/springdata/jpa/interceptors/Customer.java   | 5 ++++-
 .../jpa/interceptors/InterceptorIntegrationTest.java         | 3 ++-
 2 files changed, 6 insertions(+), 2 deletions(-)

diff --git a/jpa/interceptors/src/main/java/example/springdata/jpa/interceptors/Customer.java b/jpa/interceptors/src/main/java/example/springdata/jpa/interceptors/Customer.java
index e9de6c41b..02b026b30 100644
--- a/jpa/interceptors/src/main/java/example/springdata/jpa/interceptors/Customer.java
+++ b/jpa/interceptors/src/main/java/example/springdata/jpa/interceptors/Customer.java
@@ -22,10 +22,13 @@
 @Entity
 public class Customer {
 
-	@Id @GeneratedValue Long id;
+	@Id
+	@GeneratedValue
+	Long id;
 
 	String firstname;
 	String lastname;
+
 	@Override
 	public String toString() {
 		return "Customer{" +
diff --git a/jpa/interceptors/src/test/java/example/springdata/jpa/interceptors/InterceptorIntegrationTest.java b/jpa/interceptors/src/test/java/example/springdata/jpa/interceptors/InterceptorIntegrationTest.java
index 6ccace00c..976c07f74 100644
--- a/jpa/interceptors/src/test/java/example/springdata/jpa/interceptors/InterceptorIntegrationTest.java
+++ b/jpa/interceptors/src/test/java/example/springdata/jpa/interceptors/InterceptorIntegrationTest.java
@@ -30,12 +30,13 @@ class InterceptorIntegrationTest {
 	@Autowired CustomerRepository repository;
 
 	@Test
-	void foo() {
+	void demonstrateInterceptor() {
 
 		var customer = new Customer();
 		customer.firstname = "Dave";
 		customer.lastname = "Matthews";
 
+		// observer Log output from ApplicationConfiguration.interceptor
 		repository.save(customer);
 	}
 }

From 1607cc08b77bb50f21329371f3b4ece1b92a0750 Mon Sep 17 00:00:00 2001
From: Mark Paluch <mark.paluch@broadcom.com>
Date: Mon, 5 May 2025 10:25:08 +0200
Subject: [PATCH 37/42] Upgrade to Spring Boot 3.5 RC1.

See #693
---
 jdbc/howto/schema-generation/pom.xml |  4 ----
 jpa/pom.xml                          | 20 --------------------
 pom.xml                              |  6 +++---
 3 files changed, 3 insertions(+), 27 deletions(-)

diff --git a/jdbc/howto/schema-generation/pom.xml b/jdbc/howto/schema-generation/pom.xml
index 29f5c92eb..0b065532d 100644
--- a/jdbc/howto/schema-generation/pom.xml
+++ b/jdbc/howto/schema-generation/pom.xml
@@ -18,10 +18,6 @@
     <url>https://projects.spring.io/spring-data-jdbc</url>
     <inceptionYear>2023</inceptionYear>
 
-    <properties>
-        <spring-data-bom.version>2023.1.0-M2</spring-data-bom.version>
-    </properties>
-
     <dependencies>
 
         <dependency>
diff --git a/jpa/pom.xml b/jpa/pom.xml
index a70186076..80661b140 100644
--- a/jpa/pom.xml
+++ b/jpa/pom.xml
@@ -31,26 +31,6 @@
 		<module>graalvm-native</module>
 	</modules>
 
-	<profiles>
-		<profile>
-			<id>hibernate-53</id>
-			<properties>
-				<hibernate.version>5.3.0.Final</hibernate.version>
-			</properties>
-		</profile>
-		<profile>
-			<id>java-next</id>
-
-			<activation>
-				<jdk>[8,14]</jdk>
-			</activation>
-
-			<modules>
-				<module>eclipselink</module>
-			</modules>
-		</profile>
-	</profiles>
-
 	<dependencies>
 
 		<dependency>
diff --git a/pom.xml b/pom.xml
index 7fb21474b..801bef881 100644
--- a/pom.xml
+++ b/pom.xml
@@ -13,7 +13,7 @@
 	<parent>
 		<groupId>org.springframework.boot</groupId>
 		<artifactId>spring-boot-starter-parent</artifactId>
-		<version>3.4.0</version>
+		<version>3.5.0-RC1</version>
 	</parent>
 
 	<modules>
@@ -44,14 +44,14 @@
 		<profile>
 			<id>spring-data-next-releasetrain</id>
 			<properties>
-				<spring-data-bom.version>2025.0.0-SNAPSHOT</spring-data-bom.version>
+				<spring-data-bom.version>2025.1.0-SNAPSHOT</spring-data-bom.version>
 			</properties>
 		</profile>
 
 		<profile>
 			<id>spring-data-next</id>
 			<properties>
-				<spring-data-bom.version>2024.1.1-SNAPSHOT</spring-data-bom.version>
+				<spring-data-bom.version>2025.0.0-SNAPSHOT</spring-data-bom.version>
 			</properties>
 		</profile>
 

From e14503721ab280c3cc19f4ef332699a27b05ebfa Mon Sep 17 00:00:00 2001
From: Mark Paluch <mark.paluch@broadcom.com>
Date: Mon, 5 May 2025 11:00:27 +0200
Subject: [PATCH 38/42] Use VectorSearchOperation instead of Document.

See #693
---
 .../atlas/AtlasRepositoryFragment.java        | 24 ++++++-------------
 1 file changed, 7 insertions(+), 17 deletions(-)

diff --git a/mongodb/fragment-spi/atlas-api/src/main/java/com/example/spi/mongodb/atlas/AtlasRepositoryFragment.java b/mongodb/fragment-spi/atlas-api/src/main/java/com/example/spi/mongodb/atlas/AtlasRepositoryFragment.java
index f07c1a722..f8f45c865 100644
--- a/mongodb/fragment-spi/atlas-api/src/main/java/com/example/spi/mongodb/atlas/AtlasRepositoryFragment.java
+++ b/mongodb/fragment-spi/atlas-api/src/main/java/com/example/spi/mongodb/atlas/AtlasRepositoryFragment.java
@@ -1,11 +1,11 @@
 /*
- * Copyright 2024 the original author or authors.
+ * Copyright 2025 the original author or authors.
  *
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
  * You may obtain a copy of the License at
  *
- *      https://www.apache.org/licenses/LICENSE-2.0
+ *      http://www.apache.org/licenses/LICENSE-2.0
  *
  * Unless required by applicable law or agreed to in writing, software
  * distributed under the License is distributed on an "AS IS" BASIS,
@@ -17,12 +17,12 @@
 
 import java.util.List;
 
-import org.bson.Document;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.core.ResolvableType;
 import org.springframework.data.domain.Limit;
 import org.springframework.data.mongodb.core.MongoOperations;
 import org.springframework.data.mongodb.core.aggregation.Aggregation;
+import org.springframework.data.mongodb.core.aggregation.VectorSearchOperation;
 import org.springframework.data.repository.core.RepositoryMetadata;
 import org.springframework.data.repository.core.RepositoryMethodContext;
 import org.springframework.data.repository.core.support.RepositoryMetadataAccess;
@@ -43,8 +43,10 @@ public List<T> vectorSearch(String index, String path, List<Double> vector) {
 
         Class<?> domainType = resolveDomainType(methodContext.getMetadata());
 
-        Document $vectorSearch = createDocument(index, path, vector, Limit.of(10));
-        Aggregation aggregation = Aggregation.newAggregation(ctx -> $vectorSearch);
+				VectorSearchOperation $vectorSearch = VectorSearchOperation.search(index).path(path).vector(vector)
+						.limit(Limit.of(10)).numCandidates(150);
+
+				Aggregation aggregation = Aggregation.newAggregation($vectorSearch);
 
         return (List<T>) mongoOperations.aggregate(aggregation, mongoOperations.getCollectionName(domainType), domainType).getMappedResults();
     }
@@ -59,16 +61,4 @@ private static <T> Class<T> resolveDomainType(RepositoryMetadata metadata) {
             .resolve();
     }
 
-    private static Document createDocument(String indexName, String path, List<Double> vector, Limit limit) {
-
-        Document $vectorSearch = new Document();
-
-        $vectorSearch.append("index", indexName);
-        $vectorSearch.append("path", path);
-        $vectorSearch.append("queryVector", vector);
-        $vectorSearch.append("limit", limit.max());
-        $vectorSearch.append("numCandidates", 150);
-
-        return new Document("$vectorSearch", $vectorSearch);
-    }
 }

From 5a234bcef340fa6444f95f7ec7dac3d29c5b4c51 Mon Sep 17 00:00:00 2001
From: Christoph Strobl <christoph.strobl@broadcom.com>
Date: Thu, 9 Jan 2025 13:21:54 +0100
Subject: [PATCH 39/42] Add AOT Repositories example.

Closes #695
---
 jpa/aot-generation/pom.xml                    |  89 +++++++++++++
 .../example/springdata/aot/AotJpaApp.java     |  30 +++++
 .../main/java/example/springdata/aot/CLR.java | 124 ++++++++++++++++++
 .../java/example/springdata/aot/Post.java     |  68 ++++++++++
 .../java/example/springdata/aot/User.java     | 114 ++++++++++++++++
 .../springdata/aot/UserProjection.java        |  26 ++++
 .../springdata/aot/UserRepository.java        |  57 ++++++++
 .../src/main/resources/application.properties |   5 +
 jpa/pom.xml                                   |  19 +++
 mongodb/aot-generation/pom.xml                |  71 ++++++++++
 .../main/java/example/springdata/aot/App.java |  30 +++++
 .../main/java/example/springdata/aot/CLR.java | 114 ++++++++++++++++
 .../java/example/springdata/aot/Post.java     |  56 ++++++++
 .../java/example/springdata/aot/User.java     | 105 +++++++++++++++
 .../springdata/aot/UserProjection.java        |  28 ++++
 .../springdata/aot/UserRepository.java        |  44 +++++++
 .../src/main/resources/logback.xml            |  28 ++++
 .../src/main/resources/spring.properties      |   1 +
 mongodb/pom.xml                               |   3 +-
 pom.xml                                       |   3 +
 20 files changed, 1014 insertions(+), 1 deletion(-)
 create mode 100644 jpa/aot-generation/pom.xml
 create mode 100644 jpa/aot-generation/src/main/java/example/springdata/aot/AotJpaApp.java
 create mode 100644 jpa/aot-generation/src/main/java/example/springdata/aot/CLR.java
 create mode 100644 jpa/aot-generation/src/main/java/example/springdata/aot/Post.java
 create mode 100644 jpa/aot-generation/src/main/java/example/springdata/aot/User.java
 create mode 100644 jpa/aot-generation/src/main/java/example/springdata/aot/UserProjection.java
 create mode 100644 jpa/aot-generation/src/main/java/example/springdata/aot/UserRepository.java
 create mode 100644 jpa/aot-generation/src/main/resources/application.properties
 create mode 100644 mongodb/aot-generation/pom.xml
 create mode 100644 mongodb/aot-generation/src/main/java/example/springdata/aot/App.java
 create mode 100644 mongodb/aot-generation/src/main/java/example/springdata/aot/CLR.java
 create mode 100644 mongodb/aot-generation/src/main/java/example/springdata/aot/Post.java
 create mode 100644 mongodb/aot-generation/src/main/java/example/springdata/aot/User.java
 create mode 100644 mongodb/aot-generation/src/main/java/example/springdata/aot/UserProjection.java
 create mode 100644 mongodb/aot-generation/src/main/java/example/springdata/aot/UserRepository.java
 create mode 100644 mongodb/aot-generation/src/main/resources/logback.xml
 create mode 100644 mongodb/aot-generation/src/main/resources/spring.properties

diff --git a/jpa/aot-generation/pom.xml b/jpa/aot-generation/pom.xml
new file mode 100644
index 000000000..c8c2e9cf1
--- /dev/null
+++ b/jpa/aot-generation/pom.xml
@@ -0,0 +1,89 @@
+<?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.data.examples</groupId>
+		<artifactId>spring-data-jpa-examples</artifactId>
+		<version>2.0.0.BUILD-SNAPSHOT</version>
+	</parent>
+
+	<groupId>org.example</groupId>
+	<artifactId>aot-generation</artifactId>
+
+	<properties>
+		<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
+		<hibernate.version>7.0.0.Beta5</hibernate.version>
+	</properties>
+
+	<dependencies>
+		<dependency>
+			<groupId>org.jspecify</groupId>
+			<artifactId>jspecify</artifactId>
+			<version>1.0.0</version>
+		</dependency>
+
+		<dependency>
+			<groupId>com.querydsl</groupId>
+			<artifactId>querydsl-jpa</artifactId>
+			<version>5.1.0</version>
+			<classifier>jakarta</classifier>
+		</dependency>
+		<dependency>
+			<groupId>com.querydsl</groupId>
+			<artifactId>querydsl-apt</artifactId>
+			<version>5.1.0</version>
+			<classifier>jakarta</classifier>
+		</dependency>
+	</dependencies>
+
+	<build>
+		<plugins>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-compiler-plugin</artifactId>
+				<configuration>
+					<annotationProcessorPaths>
+						<annotationProcessorPath>
+							<groupId>com.querydsl</groupId>
+							<artifactId>querydsl-jpa</artifactId>
+							<version>5.1.0</version>
+							<classifier>jakarta</classifier>
+						</annotationProcessorPath>
+						<annotationProcessorPath>
+							<groupId>com.querydsl</groupId>
+							<artifactId>querydsl-apt</artifactId>
+							<version>5.1.0</version>
+							<classifier>jakarta</classifier>
+						</annotationProcessorPath>
+						<annotationProcessorPath>
+							<groupId>jakarta.persistence</groupId>
+							<artifactId>jakarta.persistence-api</artifactId>
+							<version>3.2.0</version>
+						</annotationProcessorPath>
+					</annotationProcessorPaths>
+
+					<!-- Recommended: Some IDE's might require this configuration to include generated sources for IDE usage -->
+					<generatedTestSourcesDirectory>target/generated-test-sources
+					</generatedTestSourcesDirectory>
+					<generatedSourcesDirectory>target/generated-sources
+					</generatedSourcesDirectory>
+				</configuration>
+			</plugin>
+			<plugin>
+				<groupId>org.springframework.boot</groupId>
+				<artifactId>spring-boot-maven-plugin</artifactId>
+				<executions>
+					<execution>
+						<id>process-aot</id>
+						<goals>
+							<goal>process-aot</goal>
+						</goals>
+					</execution>
+				</executions>
+			</plugin>
+		</plugins>
+	</build>
+
+</project>
diff --git a/jpa/aot-generation/src/main/java/example/springdata/aot/AotJpaApp.java b/jpa/aot-generation/src/main/java/example/springdata/aot/AotJpaApp.java
new file mode 100644
index 000000000..5256d51e6
--- /dev/null
+++ b/jpa/aot-generation/src/main/java/example/springdata/aot/AotJpaApp.java
@@ -0,0 +1,30 @@
+/*
+ * Copyright 2025 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      https://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package example.springdata.aot;
+
+import org.springframework.boot.SpringApplication;
+import org.springframework.boot.autoconfigure.SpringBootApplication;
+
+/**
+ * @author Christoph Strobl
+ */
+@SpringBootApplication
+public class AotJpaApp {
+
+    public static void main(String[] args) {
+        SpringApplication.run(AotJpaApp.class, args);
+    }
+}
diff --git a/jpa/aot-generation/src/main/java/example/springdata/aot/CLR.java b/jpa/aot-generation/src/main/java/example/springdata/aot/CLR.java
new file mode 100644
index 000000000..aaa2ed513
--- /dev/null
+++ b/jpa/aot-generation/src/main/java/example/springdata/aot/CLR.java
@@ -0,0 +1,124 @@
+/*
+ * Copyright 2025 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package example.springdata.aot;
+
+import java.util.List;
+
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.boot.CommandLineRunner;
+import org.springframework.data.domain.Page;
+import org.springframework.data.domain.PageRequest;
+import org.springframework.data.domain.Slice;
+import org.springframework.stereotype.Component;
+
+/**
+ * @author Christoph Strobl
+ * @since 2025/01
+ */
+@Component
+public class CLR implements CommandLineRunner {
+
+    @Autowired UserRepository repository;
+
+    @Override
+    public void run(String... args) throws Exception {
+
+        User luke = new User("id-1", "luke");
+        luke.setFirstname("Luke");
+        luke.setLastname("Skywalker");
+//        Post lukeP1 = new Post("I have a bad feeling about this.");
+//        em.persist(lukeP1);
+//        luke.setPosts(List.of(lukeP1));
+
+        User leia = new User("id-2", "leia");
+        leia.setFirstname("Leia");
+        leia.setLastname("Organa");
+
+        User han = new User("id-3", "han");
+        han.setFirstname("Han");
+        han.setLastname("Solo");
+//        Post hanP1 = new Post("It's the ship that made the Kessel Run in less than 12 Parsecs.");
+//        em.persist(hanP1);
+//        han.setPosts(List.of(hanP1));
+
+        User chewbacca = new User("id-4", "chewbacca");
+        User yoda = new User("id-5", "yoda");
+        Post yodaP1 = new Post("Do. Or do not. There is no try.");
+        Post yodaP2 = new Post("Decide you must, how to serve them best. If you leave now, help them you could; but you would destroy all for which they have fought, and suffered.");
+//        em.persist(yodaP1);
+//        em.persist(yodaP2);
+//        yoda.setPosts(List.of(yodaP1, yodaP2));
+
+        User vader = new User("id-6", "vader");
+        vader.setFirstname("Anakin");
+        vader.setLastname("Skywalker");
+//        Post vaderP1 = new Post("I am your father");
+//        em.persist(vaderP1);
+//        vader.setPosts(List.of(vaderP1));
+
+        User kylo = new User("id-7", "kylo");
+        kylo.setFirstname("Ben");
+        kylo.setLastname("Solo");
+
+        repository.saveAll(List.of(luke, leia, han, chewbacca, yoda, vader, kylo));
+
+        System.out.println("------- annotated multi -------");
+        System.out.println(repository.usersWithUsernamesStartingWith("l"));
+
+        System.out.println("------- derived single -------");
+        System.out.println(repository.findUserByUsername("yoda"));
+
+//        System.out.println("------- derived nested.path -------");
+//        System.out.println(repository.findUserByPostsMessageLike("father"));
+
+        System.out.println("------- derived optional -------");
+        System.out.println(repository.findOptionalUserByUsername("yoda"));
+
+        System.out.println("------- derived count -------");
+        Long count = repository.countUsersByLastnameLike("Sky");
+        System.out.println("user count " + count);
+
+        System.out.println("------- derived exists -------");
+        Boolean exists = repository.existsByUsername("vader");
+        System.out.println("user exists " + exists);
+
+        System.out.println("------- derived multi -------");
+        System.out.println(repository.findUserByLastnameStartingWith("Sky"));
+
+        System.out.println("------- derived sorted -------");
+        System.out.println(repository.findUserByLastnameStartingWithOrderByFirstname("Sky"));
+
+        System.out.println("------- derived page -------");
+        Page<User> page0 = repository.findUserByLastnameStartingWith("S", PageRequest.of(0, 2));
+        System.out.println("page0: " + page0);
+        System.out.println("page0.content: " + page0.getContent());
+
+        Page<User> page1 = repository.findUserByLastnameStartingWith("S", PageRequest.of(1, 2));
+        System.out.println("page1: " + page1);
+        System.out.println("page1.content: " + page1.getContent());
+
+        System.out.println("------- derived slice -------");
+        Slice<User> slice0 = repository.findUserByUsernameAfter("luke", PageRequest.of(0, 2));
+        System.out.println("slice0: " + slice0);
+        System.out.println("slice0.content: " + slice0.getContent());
+
+        System.out.println("------- derived top -------");
+        System.out.println(repository.findTop2UsersByLastnameStartingWith("S"));
+
+//        System.out.println("------- derived with fields -------");
+//        System.out.println(repository.findJustUsernameBy());
+    }
+}
diff --git a/jpa/aot-generation/src/main/java/example/springdata/aot/Post.java b/jpa/aot-generation/src/main/java/example/springdata/aot/Post.java
new file mode 100644
index 000000000..e950f2aab
--- /dev/null
+++ b/jpa/aot-generation/src/main/java/example/springdata/aot/Post.java
@@ -0,0 +1,68 @@
+/*
+ * Copyright 2025 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      https://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package example.springdata.aot;
+
+import java.time.Instant;
+import java.time.temporal.ChronoUnit;
+import java.util.Random;
+
+import jakarta.persistence.Entity;
+import jakarta.persistence.GeneratedValue;
+import jakarta.persistence.Id;
+
+/**
+ * @author Christoph Strobl
+ * @since 2025/01
+ */
+@Entity
+public class Post {
+
+    @Id
+    @GeneratedValue
+    private Long id;
+
+    private String message;
+    private Instant date;
+
+    public Post() {
+    }
+
+    public Post(String message) {
+        this.message = message;
+        this.date = Instant.now().minus(new Random().nextLong(100), ChronoUnit.MINUTES);
+    }
+
+    public String getMessage() {
+        return message;
+    }
+
+    public void setMessage(String message) {
+        this.message = message;
+    }
+
+    public Instant getDate() {
+        return date;
+    }
+
+    public void setDate(Instant date) {
+        this.date = date;
+    }
+
+    @Override
+    public String toString() {
+        return message;
+    }
+}
diff --git a/jpa/aot-generation/src/main/java/example/springdata/aot/User.java b/jpa/aot-generation/src/main/java/example/springdata/aot/User.java
new file mode 100644
index 000000000..2a5d37d66
--- /dev/null
+++ b/jpa/aot-generation/src/main/java/example/springdata/aot/User.java
@@ -0,0 +1,114 @@
+/*
+ * Copyright 2025 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package example.springdata.aot;
+
+import java.time.Instant;
+import java.util.List;
+
+import jakarta.persistence.Column;
+import jakarta.persistence.Entity;
+import jakarta.persistence.Id;
+import jakarta.persistence.OneToMany;
+
+/**
+ * @author Christoph Strobl
+ * @since 2025/01
+ */
+@Entity(name = "users")
+public class User {
+
+    @Id
+    private String id;
+    private String username;
+
+    @Column(name = "first_name") String firstname;
+    @Column(name = "last_name") String lastname;
+
+//    @OneToMany
+//    private List<Post> posts;
+
+    Instant registrationDate;
+    Instant lastSeen;
+
+    public User() {
+    }
+
+    public User(String id, String username) {
+        this.id = id;
+        this.username = username;
+    }
+
+    public String getId() {
+        return id;
+    }
+
+    public String getUsername() {
+        return username;
+    }
+
+    public String getFirstname() {
+        return firstname;
+    }
+
+    public void setFirstname(String firstname) {
+        this.firstname = firstname;
+    }
+
+    public String getLastname() {
+        return lastname;
+    }
+
+    public void setLastname(String lastname) {
+        this.lastname = lastname;
+    }
+
+    public Instant getRegistrationDate() {
+        return registrationDate;
+    }
+
+    public void setRegistrationDate(Instant registrationDate) {
+        this.registrationDate = registrationDate;
+    }
+
+    public Instant getLastSeen() {
+        return lastSeen;
+    }
+
+    public void setLastSeen(Instant lastSeen) {
+        this.lastSeen = lastSeen;
+    }
+
+//    public List<Post> getPosts() {
+//        return posts;
+//    }
+//
+//    public void setPosts(List<Post> posts) {
+//        this.posts = posts;
+//    }
+
+    @Override
+    public String toString() {
+        return "User{" +
+            "id='" + id + '\'' +
+            ", username='" + username + '\'' +
+            ", firstname='" + firstname + '\'' +
+            ", lastname='" + lastname + '\'' +
+            ", registrationDate=" + registrationDate +
+            ", lastSeen=" + lastSeen +
+//            ", posts=" + posts +
+            '}';
+    }
+}
diff --git a/jpa/aot-generation/src/main/java/example/springdata/aot/UserProjection.java b/jpa/aot-generation/src/main/java/example/springdata/aot/UserProjection.java
new file mode 100644
index 000000000..8ac144a12
--- /dev/null
+++ b/jpa/aot-generation/src/main/java/example/springdata/aot/UserProjection.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2025 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package example.springdata.aot;
+
+import java.time.Instant;
+
+/**
+ * @author Christoph Strobl
+ * @since 2025/01
+ */
+public record UserProjection(String username, Instant registrationDate) {
+
+}
diff --git a/jpa/aot-generation/src/main/java/example/springdata/aot/UserRepository.java b/jpa/aot-generation/src/main/java/example/springdata/aot/UserRepository.java
new file mode 100644
index 000000000..4d28f9a52
--- /dev/null
+++ b/jpa/aot-generation/src/main/java/example/springdata/aot/UserRepository.java
@@ -0,0 +1,57 @@
+/*
+ * Copyright 2025 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package example.springdata.aot;
+
+import java.util.List;
+import java.util.Optional;
+
+import org.springframework.data.domain.Page;
+import org.springframework.data.domain.Pageable;
+import org.springframework.data.domain.Slice;
+import org.springframework.data.jpa.repository.Query;
+import org.springframework.data.querydsl.QuerydslPredicateExecutor;
+import org.springframework.data.repository.CrudRepository;
+
+/**
+ * @author Christoph Strobl
+ * @since 2025/01
+ */
+public interface UserRepository extends CrudRepository<User, String>, QuerydslPredicateExecutor<User> {
+
+    User findUserByUsername(String username);
+
+    Optional<User> findOptionalUserByUsername(String username);
+
+    Long countUsersByLastnameLike(String lastname);
+
+    Boolean existsByUsername(String username);
+
+    List<User> findUserByLastnameLike(String lastname);
+
+    List<User> findUserByLastnameStartingWithOrderByFirstname(String lastname);
+
+    List<User> findTop2UsersByLastnameStartingWith(String lastname);
+
+    Slice<User> findUserByUsernameAfter(String username, Pageable pageable);
+
+    List<User> findUserByLastnameStartingWith(String lastname);
+
+    Page<User> findUserByLastnameStartingWith(String lastname, Pageable page);
+
+    @Query("SELECT u FROM example.springdata.aot.User u WHERE u.username LIKE ?1%")
+    List<User> usersWithUsernamesStartingWith(String username);
+
+}
diff --git a/jpa/aot-generation/src/main/resources/application.properties b/jpa/aot-generation/src/main/resources/application.properties
new file mode 100644
index 000000000..a036d6f14
--- /dev/null
+++ b/jpa/aot-generation/src/main/resources/application.properties
@@ -0,0 +1,5 @@
+spring.jpa.defer-datasource-initialization=true
+spring.jpa.properties.hibernate.boot.allow_jdbc_metadata_access=false
+spring.aot.repositories.enabled=true
+#logging.level.org.springframework.data.repository.aot.generate.RepositoryContributor=trace
+
diff --git a/jpa/pom.xml b/jpa/pom.xml
index 80661b140..622bb7596 100644
--- a/jpa/pom.xml
+++ b/jpa/pom.xml
@@ -29,6 +29,7 @@
 		<module>vavr</module>
 		<module>multitenant</module>
 		<module>graalvm-native</module>
+		<module>aot-generation</module>
 	</modules>
 
 	<dependencies>
@@ -38,6 +39,24 @@
 			<artifactId>spring-boot-starter-data-jpa</artifactId>
 		</dependency>
 
+		<dependency>
+			<groupId>org.springframework.data</groupId>
+			<artifactId>spring-data-commons</artifactId>
+			<version>4.0.0-SNAPSHOT</version>
+		</dependency>
+
+		<dependency>
+			<groupId>org.springframework.data</groupId>
+			<artifactId>spring-data-jpa</artifactId>
+			<version>4.0.0-SNAPSHOT</version>
+		</dependency>
+
+		<dependency>
+			<groupId>jakarta.persistence</groupId>
+			<artifactId>jakarta.persistence-api</artifactId>
+			<version>3.2.0</version>
+		</dependency>
+
 		<dependency>
 			<groupId>org.hsqldb</groupId>
 			<artifactId>hsqldb</artifactId>
diff --git a/mongodb/aot-generation/pom.xml b/mongodb/aot-generation/pom.xml
new file mode 100644
index 000000000..c71051449
--- /dev/null
+++ b/mongodb/aot-generation/pom.xml
@@ -0,0 +1,71 @@
+<?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.data.examples</groupId>
+        <artifactId>spring-data-mongodb-examples</artifactId>
+        <version>2.0.0.BUILD-SNAPSHOT</version>
+    </parent>
+
+    <groupId>org.example</groupId>
+    <artifactId>aot-generation</artifactId>
+
+    <properties>
+        <maven.compiler.source>21</maven.compiler.source>
+        <maven.compiler.target>21</maven.compiler.target>
+        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
+    </properties>
+
+    <dependencies>
+        <dependency>
+            <groupId>org.springframework.data</groupId>
+            <artifactId>spring-data-commons</artifactId>
+            <version>4.0.x-GENERATED-REPOSITORIES-SNAPSHOT</version>
+        </dependency>
+        <dependency>
+            <groupId>org.springframework.data</groupId>
+            <artifactId>spring-data-mongodb</artifactId>
+            <version>5.0.0-GENERATED-REPOSITORIES-SNAPSHOT</version>
+        </dependency>
+        <dependency>
+            <groupId>org.mongodb</groupId>
+            <artifactId>bson</artifactId>
+            <version>5.3.1</version>
+        </dependency>
+        <dependency>
+            <groupId>org.mongodb</groupId>
+            <artifactId>mongodb-driver-core</artifactId>
+            <version>5.3.1</version>
+        </dependency>   
+        <dependency>
+            <groupId>org.mongodb</groupId>
+            <artifactId>mongodb-driver-sync</artifactId>
+            <version>5.3.1</version>
+        </dependency> 
+        <dependency>
+            <groupId>org.jspecify</groupId>
+            <artifactId>jspecify</artifactId>
+            <version>1.0.0</version>
+        </dependency> 
+    </dependencies>
+
+    <build>
+        <plugins>
+            <plugin>
+                <groupId>org.springframework.boot</groupId>
+                <artifactId>spring-boot-maven-plugin</artifactId>
+                <executions>
+                    <execution>
+                        <id>process-aot</id>
+                        <goals>
+                            <goal>process-aot</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
+        </plugins>
+    </build>
+
+</project>
diff --git a/mongodb/aot-generation/src/main/java/example/springdata/aot/App.java b/mongodb/aot-generation/src/main/java/example/springdata/aot/App.java
new file mode 100644
index 000000000..b63c97cd8
--- /dev/null
+++ b/mongodb/aot-generation/src/main/java/example/springdata/aot/App.java
@@ -0,0 +1,30 @@
+/*
+ * Copyright 2025 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      https://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package example.springdata.aot;
+
+import org.springframework.boot.SpringApplication;
+import org.springframework.boot.autoconfigure.SpringBootApplication;
+
+/**
+ * @author Christoph Strobl
+ */
+@SpringBootApplication
+public class App {
+
+    public static void main(String[] args) {
+        SpringApplication.run(App.class, args);
+    }
+}
diff --git a/mongodb/aot-generation/src/main/java/example/springdata/aot/CLR.java b/mongodb/aot-generation/src/main/java/example/springdata/aot/CLR.java
new file mode 100644
index 000000000..1ccacfaa2
--- /dev/null
+++ b/mongodb/aot-generation/src/main/java/example/springdata/aot/CLR.java
@@ -0,0 +1,114 @@
+/*
+ * Copyright 2025 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package example.springdata.aot;
+
+import java.util.List;
+
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.boot.CommandLineRunner;
+import org.springframework.data.domain.Page;
+import org.springframework.data.domain.PageRequest;
+import org.springframework.data.domain.Slice;
+import org.springframework.stereotype.Component;
+
+/**
+ * @author Christoph Strobl
+ * @since 2025/01
+ */
+@Component
+public class CLR implements CommandLineRunner {
+
+    @Autowired UserRepository repository;
+
+    @Override
+    public void run(String... args) throws Exception {
+
+        User luke = new User("id-1", "luke");
+        luke.setFirstname("Luke");
+        luke.setLastname("Skywalker");
+        luke.setPosts(List.of(new Post("I have a bad feeling about this.")));
+
+        User leia = new User("id-2", "leia");
+        leia.setFirstname("Leia");
+        leia.setLastname("Organa");
+
+        User han = new User("id-3", "han");
+        han.setFirstname("Han");
+        han.setLastname("Solo");
+        han.setPosts(List.of(new Post("It's the ship that made the Kessel Run in less than 12 Parsecs.")));
+
+        User chewbacca = new User("id-4", "chewbacca");
+        User yoda = new User("id-5", "yoda");
+        yoda.setPosts(List.of(new Post("Do. Or do not. There is no try."), new Post("Decide you must, how to serve them best. If you leave now, help them you could; but you would destroy all for which they have fought, and suffered.")));
+
+        User vader = new User("id-6", "vader");
+        vader.setFirstname("Anakin");
+        vader.setLastname("Skywalker");
+        vader.setPosts(List.of(new Post("I am your father")));
+
+        User kylo = new User("id-7", "kylo");
+        kylo.setFirstname("Ben");
+        kylo.setLastname("Solo");
+
+        repository.saveAll(List.of(luke, leia, han, chewbacca, yoda, vader, kylo));
+
+        System.out.println("------- annotated multi -------");
+        System.out.println(repository.usersWithUsernamesStartingWith("l"));
+
+        System.out.println("------- derived single -------");
+        System.out.println(repository.findUserByUsername("yoda"));
+
+        System.out.println("------- derived nested.path -------");
+        System.out.println(repository.findUserByPostsMessageLike("father"));
+
+        System.out.println("------- derived optional -------");
+        System.out.println(repository.findOptionalUserByUsername("yoda"));
+
+        System.out.println("------- derived count -------");
+        Long count = repository.countUsersByLastnameLike("Sky");
+        System.out.println("user count " + count);
+
+        System.out.println("------- derived exists -------");
+        Boolean exists = repository.existsByUsername("vader");
+        System.out.println("user exists " + exists);
+
+        System.out.println("------- derived multi -------");
+        System.out.println(repository.findUserByLastnameLike("Sky"));
+
+        System.out.println("------- derived sorted -------");
+        System.out.println(repository.findUserByLastnameLikeOrderByFirstname("Sky"));
+
+        System.out.println("------- derived page -------");
+        Page<UserProjection> page0 = repository.findUserByLastnameStartingWith("S", PageRequest.of(0, 2));
+        System.out.println("page0: " + page0);
+        System.out.println("page0.content: " + page0.getContent());
+
+        Page<UserProjection> page1 = repository.findUserByLastnameStartingWith("S", PageRequest.of(1, 2));
+        System.out.println("page1: " + page1);
+        System.out.println("page1.content: " + page1.getContent());
+
+        System.out.println("------- derived slice -------");
+        Slice<User> slice0 = repository.findUserByUsernameAfter("luke", PageRequest.of(0, 2));
+        System.out.println("slice0: " + slice0);
+        System.out.println("slice0.content: " + slice0.getContent());
+
+        System.out.println("------- derived top -------");
+        System.out.println(repository.findTop2UsersByLastnameLike("S"));
+
+        System.out.println("------- derived with fields -------");
+        System.out.println(repository.findJustUsernameBy());
+    }
+}
diff --git a/mongodb/aot-generation/src/main/java/example/springdata/aot/Post.java b/mongodb/aot-generation/src/main/java/example/springdata/aot/Post.java
new file mode 100644
index 000000000..9ca0d2f64
--- /dev/null
+++ b/mongodb/aot-generation/src/main/java/example/springdata/aot/Post.java
@@ -0,0 +1,56 @@
+/*
+ * Copyright 2025 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      https://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package example.springdata.aot;
+
+import java.time.Instant;
+import java.time.temporal.ChronoUnit;
+import java.util.Random;
+
+/**
+ * @author Christoph Strobl
+ * @since 2025/01
+ */
+public class Post {
+
+    private String message;
+    private Instant date;
+
+    public Post(String message) {
+        this.message = message;
+        this.date = Instant.now().minus(new Random().nextLong(100), ChronoUnit.MINUTES);
+    }
+
+    public String getMessage() {
+        return message;
+    }
+
+    public void setMessage(String message) {
+        this.message = message;
+    }
+
+    public Instant getDate() {
+        return date;
+    }
+
+    public void setDate(Instant date) {
+        this.date = date;
+    }
+
+    @Override
+    public String toString() {
+        return message;
+    }
+}
diff --git a/mongodb/aot-generation/src/main/java/example/springdata/aot/User.java b/mongodb/aot-generation/src/main/java/example/springdata/aot/User.java
new file mode 100644
index 000000000..56317490e
--- /dev/null
+++ b/mongodb/aot-generation/src/main/java/example/springdata/aot/User.java
@@ -0,0 +1,105 @@
+/*
+ * Copyright 2025 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package example.springdata.aot;
+
+import java.time.Instant;
+import java.util.List;
+
+import org.springframework.data.mongodb.core.mapping.Field;
+
+/**
+ * @author Christoph Strobl
+ * @since 2025/01
+ */
+public class User {
+
+    private final String id;
+    private final String username;
+
+    @Field("first_name") String firstname;
+    @Field("last_name") String lastname;
+
+    private List<Post> posts;
+
+    Instant registrationDate;
+    Instant lastSeen;
+
+    public User(String id, String username) {
+        this.id = id;
+        this.username = username;
+    }
+
+    public String getId() {
+        return id;
+    }
+
+    public String getUsername() {
+        return username;
+    }
+
+    public String getFirstname() {
+        return firstname;
+    }
+
+    public void setFirstname(String firstname) {
+        this.firstname = firstname;
+    }
+
+    public String getLastname() {
+        return lastname;
+    }
+
+    public void setLastname(String lastname) {
+        this.lastname = lastname;
+    }
+
+    public Instant getRegistrationDate() {
+        return registrationDate;
+    }
+
+    public void setRegistrationDate(Instant registrationDate) {
+        this.registrationDate = registrationDate;
+    }
+
+    public Instant getLastSeen() {
+        return lastSeen;
+    }
+
+    public void setLastSeen(Instant lastSeen) {
+        this.lastSeen = lastSeen;
+    }
+
+    public List<Post> getPosts() {
+        return posts;
+    }
+
+    public void setPosts(List<Post> posts) {
+        this.posts = posts;
+    }
+
+    @Override
+    public String toString() {
+        return "User{" +
+            "id='" + id + '\'' +
+            ", username='" + username + '\'' +
+            ", firstname='" + firstname + '\'' +
+            ", lastname='" + lastname + '\'' +
+            ", registrationDate=" + registrationDate +
+            ", lastSeen=" + lastSeen +
+            ", posts=" + posts +
+            '}';
+    }
+}
diff --git a/mongodb/aot-generation/src/main/java/example/springdata/aot/UserProjection.java b/mongodb/aot-generation/src/main/java/example/springdata/aot/UserProjection.java
new file mode 100644
index 000000000..d243ba3a8
--- /dev/null
+++ b/mongodb/aot-generation/src/main/java/example/springdata/aot/UserProjection.java
@@ -0,0 +1,28 @@
+/*
+ * Copyright 2025 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package example.springdata.aot;
+
+import java.time.Instant;
+
+/**
+ * @author Christoph Strobl
+ * @since 2025/01
+ */
+public interface UserProjection {
+
+    String getUsername();
+    Instant getRegistrationDate();
+}
diff --git a/mongodb/aot-generation/src/main/java/example/springdata/aot/UserRepository.java b/mongodb/aot-generation/src/main/java/example/springdata/aot/UserRepository.java
new file mode 100644
index 000000000..0565148a2
--- /dev/null
+++ b/mongodb/aot-generation/src/main/java/example/springdata/aot/UserRepository.java
@@ -0,0 +1,44 @@
+package example.springdata.aot;
+
+import java.util.List;
+import java.util.Optional;
+
+import org.springframework.data.domain.Page;
+import org.springframework.data.domain.Pageable;
+import org.springframework.data.domain.Slice;
+import org.springframework.data.mongodb.repository.Query;
+import org.springframework.data.repository.CrudRepository;
+
+/**
+ * @author Christoph Strobl
+ * @since 2025/01
+ */
+public interface UserRepository extends CrudRepository<User, String> {
+
+    User findUserByUsername(String username);
+
+    Optional<User> findOptionalUserByUsername(String username);
+
+    Long countUsersByLastnameLike(String lastname);
+
+    Boolean existsByUsername(String username);
+
+    List<User> findUserByLastnameLike(String lastname);
+
+    List<User> findUserByPostsMessageLike(String part);
+
+    List<User> findUserByLastnameLikeOrderByFirstname(String lastname);
+
+    List<User> findTop2UsersByLastnameLike(String lastname);
+
+    Slice<User> findUserByUsernameAfter(String username, Pageable pageable);
+
+    Page<UserProjection> findUserByLastnameStartingWith(String lastname, Pageable page);
+
+    @Query("{ 'username' :  { $regex: '?0.*', $options: 'i' } }")
+    List<UserProjection> usersWithUsernamesStartingWith(String username);
+
+    @Query(fields = "{ 'username' :  1 }", sort = "{ 'username' :  -1 }")
+    List<User> findJustUsernameBy();
+
+}
diff --git a/mongodb/aot-generation/src/main/resources/logback.xml b/mongodb/aot-generation/src/main/resources/logback.xml
new file mode 100644
index 000000000..1be6becb6
--- /dev/null
+++ b/mongodb/aot-generation/src/main/resources/logback.xml
@@ -0,0 +1,28 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<configuration>
+
+	<appender name="console" class="ch.qos.logback.core.ConsoleAppender">
+		<encoder>
+			<pattern>%d %5p %40.40c:%4L - %m%n</pattern>
+		</encoder>
+	</appender>
+
+	<appender name="no-op" class="ch.qos.logback.core.helpers.NOPAppender" />
+
+	<!--
+	<logger name="org.springframework" level="debug" />
+	 -->
+
+	<logger name="org.springframework.data.mongodb.core" level="error"/>
+	<logger name="org.springframework.data.mongodb.core.mapping.event.AbstractMongoEventListener" level="debug" additivity="false">
+		<appender-ref ref="no-op" />
+	</logger>
+	<logger name="org.springframework.boot.autoconfigure.logging.ConditionEvaluationReportLogger" level="warn" />
+	<logger name="org.springframework.data.mongodb.test.util" level="info"/>
+	<logger name="org.springframework.data.repository.aot.generate.RepositoryContributor" level="trace" />
+	<logger name="example.springdata.aot" level="debug" />
+	<root level="warn">
+		<appender-ref ref="console" />
+	</root>
+
+</configuration>
diff --git a/mongodb/aot-generation/src/main/resources/spring.properties b/mongodb/aot-generation/src/main/resources/spring.properties
new file mode 100644
index 000000000..fb68fc02e
--- /dev/null
+++ b/mongodb/aot-generation/src/main/resources/spring.properties
@@ -0,0 +1 @@
+spring.aot.repositories.enabled=true
diff --git a/mongodb/pom.xml b/mongodb/pom.xml
index c1798a21b..920f82faf 100644
--- a/mongodb/pom.xml
+++ b/mongodb/pom.xml
@@ -36,7 +36,8 @@
 		<module>linking</module>
 		<module>util</module>
 		<module>fragment-spi</module>
-	</modules>
+        <module>aot-generation</module>
+    </modules>
 
 	<dependencyManagement>
 		<dependencies>
diff --git a/pom.xml b/pom.xml
index 801bef881..d2ab97b62 100644
--- a/pom.xml
+++ b/pom.xml
@@ -37,7 +37,10 @@
 	<properties>
 		<apt.version>1.1.3</apt.version>
 		<jvm.enable-preview></jvm.enable-preview>
+		<maven.compiler.source>21</maven.compiler.source>
+		<maven.compiler.target>21</maven.compiler.target>
 		<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
+		<spring-data-bom.version>2025.1.0-SNAPSHOT</spring-data-bom.version>
 	</properties>
 
 	<profiles>

From d40fec53e4a796d9e34b81a33751a739a6e9bb52 Mon Sep 17 00:00:00 2001
From: Mark Paluch <mark.paluch@broadcom.com>
Date: Mon, 5 May 2025 10:34:33 +0200
Subject: [PATCH 40/42] Polishing.

See #695
---
 .../pom.xml                                   |  9 +++++-
 .../example/springdata/aot/AotJpaApp.java     |  2 +-
 .../main/java/example/springdata/aot/CLR.java |  0
 .../java/example/springdata/aot/Post.java     | 10 +++----
 .../java/example/springdata/aot/User.java     |  6 ++--
 .../springdata/aot/UserProjection.java        |  0
 .../springdata/aot/UserRepository.java        |  0
 .../src/main/resources/application.properties |  0
 jpa/pom.xml                                   |  5 +---
 .../pom.xml                                   | 30 ++-----------------
 .../main/java/example/springdata/aot/App.java |  2 +-
 .../main/java/example/springdata/aot/CLR.java |  0
 .../java/example/springdata/aot/Post.java     |  2 +-
 .../java/example/springdata/aot/User.java     |  0
 .../springdata/aot/UserProjection.java        |  0
 .../springdata/aot/UserRepository.java        | 15 ++++++++++
 .../main/resources/application.properties}    |  0
 .../src/main/resources/logback.xml            |  0
 mongodb/pom.xml                               |  4 +--
 pom.xml                                       |  1 -
 20 files changed, 39 insertions(+), 47 deletions(-)
 rename jpa/{aot-generation => aot-optimization}/pom.xml (90%)
 rename jpa/{aot-generation => aot-optimization}/src/main/java/example/springdata/aot/AotJpaApp.java (94%)
 rename jpa/{aot-generation => aot-optimization}/src/main/java/example/springdata/aot/CLR.java (100%)
 rename jpa/{aot-generation => aot-optimization}/src/main/java/example/springdata/aot/Post.java (96%)
 rename jpa/{aot-generation => aot-optimization}/src/main/java/example/springdata/aot/User.java (97%)
 rename jpa/{aot-generation => aot-optimization}/src/main/java/example/springdata/aot/UserProjection.java (100%)
 rename jpa/{aot-generation => aot-optimization}/src/main/java/example/springdata/aot/UserRepository.java (100%)
 rename jpa/{aot-generation => aot-optimization}/src/main/resources/application.properties (100%)
 rename mongodb/{aot-generation => aot-optimization}/pom.xml (59%)
 rename mongodb/{aot-generation => aot-optimization}/src/main/java/example/springdata/aot/App.java (94%)
 rename mongodb/{aot-generation => aot-optimization}/src/main/java/example/springdata/aot/CLR.java (100%)
 rename mongodb/{aot-generation => aot-optimization}/src/main/java/example/springdata/aot/Post.java (96%)
 rename mongodb/{aot-generation => aot-optimization}/src/main/java/example/springdata/aot/User.java (100%)
 rename mongodb/{aot-generation => aot-optimization}/src/main/java/example/springdata/aot/UserProjection.java (100%)
 rename mongodb/{aot-generation => aot-optimization}/src/main/java/example/springdata/aot/UserRepository.java (68%)
 rename mongodb/{aot-generation/src/main/resources/spring.properties => aot-optimization/src/main/resources/application.properties} (100%)
 rename mongodb/{aot-generation => aot-optimization}/src/main/resources/logback.xml (100%)

diff --git a/jpa/aot-generation/pom.xml b/jpa/aot-optimization/pom.xml
similarity index 90%
rename from jpa/aot-generation/pom.xml
rename to jpa/aot-optimization/pom.xml
index c8c2e9cf1..b72d30401 100644
--- a/jpa/aot-generation/pom.xml
+++ b/jpa/aot-optimization/pom.xml
@@ -10,11 +10,12 @@
 	</parent>
 
 	<groupId>org.example</groupId>
-	<artifactId>aot-generation</artifactId>
+	<artifactId>spring-data-jpa-aot-optimization</artifactId>
 
 	<properties>
 		<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
 		<hibernate.version>7.0.0.Beta5</hibernate.version>
+		<spring-data-bom.version>2025.1.0-SNAPSHOT</spring-data-bom.version>
 	</properties>
 
 	<dependencies>
@@ -24,6 +25,12 @@
 			<version>1.0.0</version>
 		</dependency>
 
+		<dependency>
+			<groupId>jakarta.persistence</groupId>
+			<artifactId>jakarta.persistence-api</artifactId>
+			<version>3.2.0</version>
+		</dependency>
+
 		<dependency>
 			<groupId>com.querydsl</groupId>
 			<artifactId>querydsl-jpa</artifactId>
diff --git a/jpa/aot-generation/src/main/java/example/springdata/aot/AotJpaApp.java b/jpa/aot-optimization/src/main/java/example/springdata/aot/AotJpaApp.java
similarity index 94%
rename from jpa/aot-generation/src/main/java/example/springdata/aot/AotJpaApp.java
rename to jpa/aot-optimization/src/main/java/example/springdata/aot/AotJpaApp.java
index 5256d51e6..14dfadba6 100644
--- a/jpa/aot-generation/src/main/java/example/springdata/aot/AotJpaApp.java
+++ b/jpa/aot-optimization/src/main/java/example/springdata/aot/AotJpaApp.java
@@ -5,7 +5,7 @@
  * you may not use this file except in compliance with the License.
  * You may obtain a copy of the License at
  *
- *      https://www.apache.org/licenses/LICENSE-2.0
+ *      http://www.apache.org/licenses/LICENSE-2.0
  *
  * Unless required by applicable law or agreed to in writing, software
  * distributed under the License is distributed on an "AS IS" BASIS,
diff --git a/jpa/aot-generation/src/main/java/example/springdata/aot/CLR.java b/jpa/aot-optimization/src/main/java/example/springdata/aot/CLR.java
similarity index 100%
rename from jpa/aot-generation/src/main/java/example/springdata/aot/CLR.java
rename to jpa/aot-optimization/src/main/java/example/springdata/aot/CLR.java
diff --git a/jpa/aot-generation/src/main/java/example/springdata/aot/Post.java b/jpa/aot-optimization/src/main/java/example/springdata/aot/Post.java
similarity index 96%
rename from jpa/aot-generation/src/main/java/example/springdata/aot/Post.java
rename to jpa/aot-optimization/src/main/java/example/springdata/aot/Post.java
index e950f2aab..5909cd1ab 100644
--- a/jpa/aot-generation/src/main/java/example/springdata/aot/Post.java
+++ b/jpa/aot-optimization/src/main/java/example/springdata/aot/Post.java
@@ -5,7 +5,7 @@
  * you may not use this file except in compliance with the License.
  * You may obtain a copy of the License at
  *
- *      https://www.apache.org/licenses/LICENSE-2.0
+ *      http://www.apache.org/licenses/LICENSE-2.0
  *
  * Unless required by applicable law or agreed to in writing, software
  * distributed under the License is distributed on an "AS IS" BASIS,
@@ -15,14 +15,14 @@
  */
 package example.springdata.aot;
 
-import java.time.Instant;
-import java.time.temporal.ChronoUnit;
-import java.util.Random;
-
 import jakarta.persistence.Entity;
 import jakarta.persistence.GeneratedValue;
 import jakarta.persistence.Id;
 
+import java.time.Instant;
+import java.time.temporal.ChronoUnit;
+import java.util.Random;
+
 /**
  * @author Christoph Strobl
  * @since 2025/01
diff --git a/jpa/aot-generation/src/main/java/example/springdata/aot/User.java b/jpa/aot-optimization/src/main/java/example/springdata/aot/User.java
similarity index 97%
rename from jpa/aot-generation/src/main/java/example/springdata/aot/User.java
rename to jpa/aot-optimization/src/main/java/example/springdata/aot/User.java
index 2a5d37d66..4f9f33574 100644
--- a/jpa/aot-generation/src/main/java/example/springdata/aot/User.java
+++ b/jpa/aot-optimization/src/main/java/example/springdata/aot/User.java
@@ -15,13 +15,11 @@
  */
 package example.springdata.aot;
 
-import java.time.Instant;
-import java.util.List;
-
 import jakarta.persistence.Column;
 import jakarta.persistence.Entity;
 import jakarta.persistence.Id;
-import jakarta.persistence.OneToMany;
+
+import java.time.Instant;
 
 /**
  * @author Christoph Strobl
diff --git a/jpa/aot-generation/src/main/java/example/springdata/aot/UserProjection.java b/jpa/aot-optimization/src/main/java/example/springdata/aot/UserProjection.java
similarity index 100%
rename from jpa/aot-generation/src/main/java/example/springdata/aot/UserProjection.java
rename to jpa/aot-optimization/src/main/java/example/springdata/aot/UserProjection.java
diff --git a/jpa/aot-generation/src/main/java/example/springdata/aot/UserRepository.java b/jpa/aot-optimization/src/main/java/example/springdata/aot/UserRepository.java
similarity index 100%
rename from jpa/aot-generation/src/main/java/example/springdata/aot/UserRepository.java
rename to jpa/aot-optimization/src/main/java/example/springdata/aot/UserRepository.java
diff --git a/jpa/aot-generation/src/main/resources/application.properties b/jpa/aot-optimization/src/main/resources/application.properties
similarity index 100%
rename from jpa/aot-generation/src/main/resources/application.properties
rename to jpa/aot-optimization/src/main/resources/application.properties
diff --git a/jpa/pom.xml b/jpa/pom.xml
index 622bb7596..9b94d5869 100644
--- a/jpa/pom.xml
+++ b/jpa/pom.xml
@@ -17,6 +17,7 @@
 	<inceptionYear>2011</inceptionYear>
 
 	<modules>
+		<module>aot-optimization</module>
 		<module>deferred</module>
 		<module>envers</module>
 		<module>example</module>
@@ -29,7 +30,6 @@
 		<module>vavr</module>
 		<module>multitenant</module>
 		<module>graalvm-native</module>
-		<module>aot-generation</module>
 	</modules>
 
 	<dependencies>
@@ -42,19 +42,16 @@
 		<dependency>
 			<groupId>org.springframework.data</groupId>
 			<artifactId>spring-data-commons</artifactId>
-			<version>4.0.0-SNAPSHOT</version>
 		</dependency>
 
 		<dependency>
 			<groupId>org.springframework.data</groupId>
 			<artifactId>spring-data-jpa</artifactId>
-			<version>4.0.0-SNAPSHOT</version>
 		</dependency>
 
 		<dependency>
 			<groupId>jakarta.persistence</groupId>
 			<artifactId>jakarta.persistence-api</artifactId>
-			<version>3.2.0</version>
 		</dependency>
 
 		<dependency>
diff --git a/mongodb/aot-generation/pom.xml b/mongodb/aot-optimization/pom.xml
similarity index 59%
rename from mongodb/aot-generation/pom.xml
rename to mongodb/aot-optimization/pom.xml
index c71051449..675920bf3 100644
--- a/mongodb/aot-generation/pom.xml
+++ b/mongodb/aot-optimization/pom.xml
@@ -10,45 +10,21 @@
     </parent>
 
     <groupId>org.example</groupId>
-    <artifactId>aot-generation</artifactId>
+    <artifactId>spring-data-mongodb-aot-optimization</artifactId>
 
     <properties>
         <maven.compiler.source>21</maven.compiler.source>
         <maven.compiler.target>21</maven.compiler.target>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
+        <spring-data-bom.version>2025.1.0-SNAPSHOT</spring-data-bom.version>
     </properties>
 
     <dependencies>
-        <dependency>
-            <groupId>org.springframework.data</groupId>
-            <artifactId>spring-data-commons</artifactId>
-            <version>4.0.x-GENERATED-REPOSITORIES-SNAPSHOT</version>
-        </dependency>
-        <dependency>
-            <groupId>org.springframework.data</groupId>
-            <artifactId>spring-data-mongodb</artifactId>
-            <version>5.0.0-GENERATED-REPOSITORIES-SNAPSHOT</version>
-        </dependency>
-        <dependency>
-            <groupId>org.mongodb</groupId>
-            <artifactId>bson</artifactId>
-            <version>5.3.1</version>
-        </dependency>
-        <dependency>
-            <groupId>org.mongodb</groupId>
-            <artifactId>mongodb-driver-core</artifactId>
-            <version>5.3.1</version>
-        </dependency>   
-        <dependency>
-            <groupId>org.mongodb</groupId>
-            <artifactId>mongodb-driver-sync</artifactId>
-            <version>5.3.1</version>
-        </dependency> 
         <dependency>
             <groupId>org.jspecify</groupId>
             <artifactId>jspecify</artifactId>
             <version>1.0.0</version>
-        </dependency> 
+        </dependency>
     </dependencies>
 
     <build>
diff --git a/mongodb/aot-generation/src/main/java/example/springdata/aot/App.java b/mongodb/aot-optimization/src/main/java/example/springdata/aot/App.java
similarity index 94%
rename from mongodb/aot-generation/src/main/java/example/springdata/aot/App.java
rename to mongodb/aot-optimization/src/main/java/example/springdata/aot/App.java
index b63c97cd8..1f3c478af 100644
--- a/mongodb/aot-generation/src/main/java/example/springdata/aot/App.java
+++ b/mongodb/aot-optimization/src/main/java/example/springdata/aot/App.java
@@ -5,7 +5,7 @@
  * you may not use this file except in compliance with the License.
  * You may obtain a copy of the License at
  *
- *      https://www.apache.org/licenses/LICENSE-2.0
+ *      http://www.apache.org/licenses/LICENSE-2.0
  *
  * Unless required by applicable law or agreed to in writing, software
  * distributed under the License is distributed on an "AS IS" BASIS,
diff --git a/mongodb/aot-generation/src/main/java/example/springdata/aot/CLR.java b/mongodb/aot-optimization/src/main/java/example/springdata/aot/CLR.java
similarity index 100%
rename from mongodb/aot-generation/src/main/java/example/springdata/aot/CLR.java
rename to mongodb/aot-optimization/src/main/java/example/springdata/aot/CLR.java
diff --git a/mongodb/aot-generation/src/main/java/example/springdata/aot/Post.java b/mongodb/aot-optimization/src/main/java/example/springdata/aot/Post.java
similarity index 96%
rename from mongodb/aot-generation/src/main/java/example/springdata/aot/Post.java
rename to mongodb/aot-optimization/src/main/java/example/springdata/aot/Post.java
index 9ca0d2f64..10f5068ba 100644
--- a/mongodb/aot-generation/src/main/java/example/springdata/aot/Post.java
+++ b/mongodb/aot-optimization/src/main/java/example/springdata/aot/Post.java
@@ -5,7 +5,7 @@
  * you may not use this file except in compliance with the License.
  * You may obtain a copy of the License at
  *
- *      https://www.apache.org/licenses/LICENSE-2.0
+ *      http://www.apache.org/licenses/LICENSE-2.0
  *
  * Unless required by applicable law or agreed to in writing, software
  * distributed under the License is distributed on an "AS IS" BASIS,
diff --git a/mongodb/aot-generation/src/main/java/example/springdata/aot/User.java b/mongodb/aot-optimization/src/main/java/example/springdata/aot/User.java
similarity index 100%
rename from mongodb/aot-generation/src/main/java/example/springdata/aot/User.java
rename to mongodb/aot-optimization/src/main/java/example/springdata/aot/User.java
diff --git a/mongodb/aot-generation/src/main/java/example/springdata/aot/UserProjection.java b/mongodb/aot-optimization/src/main/java/example/springdata/aot/UserProjection.java
similarity index 100%
rename from mongodb/aot-generation/src/main/java/example/springdata/aot/UserProjection.java
rename to mongodb/aot-optimization/src/main/java/example/springdata/aot/UserProjection.java
diff --git a/mongodb/aot-generation/src/main/java/example/springdata/aot/UserRepository.java b/mongodb/aot-optimization/src/main/java/example/springdata/aot/UserRepository.java
similarity index 68%
rename from mongodb/aot-generation/src/main/java/example/springdata/aot/UserRepository.java
rename to mongodb/aot-optimization/src/main/java/example/springdata/aot/UserRepository.java
index 0565148a2..6a935551e 100644
--- a/mongodb/aot-generation/src/main/java/example/springdata/aot/UserRepository.java
+++ b/mongodb/aot-optimization/src/main/java/example/springdata/aot/UserRepository.java
@@ -1,3 +1,18 @@
+/*
+ * Copyright 2025 the original author or authors.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
 package example.springdata.aot;
 
 import java.util.List;
diff --git a/mongodb/aot-generation/src/main/resources/spring.properties b/mongodb/aot-optimization/src/main/resources/application.properties
similarity index 100%
rename from mongodb/aot-generation/src/main/resources/spring.properties
rename to mongodb/aot-optimization/src/main/resources/application.properties
diff --git a/mongodb/aot-generation/src/main/resources/logback.xml b/mongodb/aot-optimization/src/main/resources/logback.xml
similarity index 100%
rename from mongodb/aot-generation/src/main/resources/logback.xml
rename to mongodb/aot-optimization/src/main/resources/logback.xml
diff --git a/mongodb/pom.xml b/mongodb/pom.xml
index 920f82faf..04d2c282c 100644
--- a/mongodb/pom.xml
+++ b/mongodb/pom.xml
@@ -17,7 +17,8 @@
 	<inceptionYear>2011</inceptionYear>
 
 	<modules>
-	    <module>aggregation</module>
+		<module>aot-optimization</module>
+		<module>aggregation</module>
 		<!-- <module>change-streams</module> -->
 		<module>example</module>
 		<module>fluent-api</module>
@@ -36,7 +37,6 @@
 		<module>linking</module>
 		<module>util</module>
 		<module>fragment-spi</module>
-        <module>aot-generation</module>
     </modules>
 
 	<dependencyManagement>
diff --git a/pom.xml b/pom.xml
index d2ab97b62..9924b6c58 100644
--- a/pom.xml
+++ b/pom.xml
@@ -40,7 +40,6 @@
 		<maven.compiler.source>21</maven.compiler.source>
 		<maven.compiler.target>21</maven.compiler.target>
 		<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
-		<spring-data-bom.version>2025.1.0-SNAPSHOT</spring-data-bom.version>
 	</properties>
 
 	<profiles>

From 2b82d56ded03411bef87bf2fabdd1188cb051873 Mon Sep 17 00:00:00 2001
From: Mark Paluch <mark.paluch@broadcom.com>
Date: Tue, 13 May 2025 16:00:45 +0200
Subject: [PATCH 41/42] Reformat code.

Also, upgrade to Hibernate 7.0 CR1.
---
 jpa/aot-optimization/pom.xml                  |   2 +-
 .../example/springdata/aot/AotJpaApp.java     |   7 +-
 .../main/java/example/springdata/aot/CLR.java | 181 +++++++++---------
 .../java/example/springdata/aot/Post.java     |  52 +++--
 .../java/example/springdata/aot/User.java     | 155 +++++++--------
 .../springdata/aot/UserRepository.java        |  24 +--
 .../src/main/resources/application.properties |   2 +-
 7 files changed, 208 insertions(+), 215 deletions(-)

diff --git a/jpa/aot-optimization/pom.xml b/jpa/aot-optimization/pom.xml
index b72d30401..a744252e7 100644
--- a/jpa/aot-optimization/pom.xml
+++ b/jpa/aot-optimization/pom.xml
@@ -14,7 +14,7 @@
 
 	<properties>
 		<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
-		<hibernate.version>7.0.0.Beta5</hibernate.version>
+		<hibernate.version>7.0.0.CR1</hibernate.version>
 		<spring-data-bom.version>2025.1.0-SNAPSHOT</spring-data-bom.version>
 	</properties>
 
diff --git a/jpa/aot-optimization/src/main/java/example/springdata/aot/AotJpaApp.java b/jpa/aot-optimization/src/main/java/example/springdata/aot/AotJpaApp.java
index 14dfadba6..66235ab8c 100644
--- a/jpa/aot-optimization/src/main/java/example/springdata/aot/AotJpaApp.java
+++ b/jpa/aot-optimization/src/main/java/example/springdata/aot/AotJpaApp.java
@@ -24,7 +24,8 @@
 @SpringBootApplication
 public class AotJpaApp {
 
-    public static void main(String[] args) {
-        SpringApplication.run(AotJpaApp.class, args);
-    }
+	public static void main(String[] args) {
+		SpringApplication.run(AotJpaApp.class, args);
+	}
+
 }
diff --git a/jpa/aot-optimization/src/main/java/example/springdata/aot/CLR.java b/jpa/aot-optimization/src/main/java/example/springdata/aot/CLR.java
index aaa2ed513..8272939a9 100644
--- a/jpa/aot-optimization/src/main/java/example/springdata/aot/CLR.java
+++ b/jpa/aot-optimization/src/main/java/example/springdata/aot/CLR.java
@@ -31,94 +31,95 @@
 @Component
 public class CLR implements CommandLineRunner {
 
-    @Autowired UserRepository repository;
-
-    @Override
-    public void run(String... args) throws Exception {
-
-        User luke = new User("id-1", "luke");
-        luke.setFirstname("Luke");
-        luke.setLastname("Skywalker");
-//        Post lukeP1 = new Post("I have a bad feeling about this.");
-//        em.persist(lukeP1);
-//        luke.setPosts(List.of(lukeP1));
-
-        User leia = new User("id-2", "leia");
-        leia.setFirstname("Leia");
-        leia.setLastname("Organa");
-
-        User han = new User("id-3", "han");
-        han.setFirstname("Han");
-        han.setLastname("Solo");
-//        Post hanP1 = new Post("It's the ship that made the Kessel Run in less than 12 Parsecs.");
-//        em.persist(hanP1);
-//        han.setPosts(List.of(hanP1));
-
-        User chewbacca = new User("id-4", "chewbacca");
-        User yoda = new User("id-5", "yoda");
-        Post yodaP1 = new Post("Do. Or do not. There is no try.");
-        Post yodaP2 = new Post("Decide you must, how to serve them best. If you leave now, help them you could; but you would destroy all for which they have fought, and suffered.");
-//        em.persist(yodaP1);
-//        em.persist(yodaP2);
-//        yoda.setPosts(List.of(yodaP1, yodaP2));
-
-        User vader = new User("id-6", "vader");
-        vader.setFirstname("Anakin");
-        vader.setLastname("Skywalker");
-//        Post vaderP1 = new Post("I am your father");
-//        em.persist(vaderP1);
-//        vader.setPosts(List.of(vaderP1));
-
-        User kylo = new User("id-7", "kylo");
-        kylo.setFirstname("Ben");
-        kylo.setLastname("Solo");
-
-        repository.saveAll(List.of(luke, leia, han, chewbacca, yoda, vader, kylo));
-
-        System.out.println("------- annotated multi -------");
-        System.out.println(repository.usersWithUsernamesStartingWith("l"));
-
-        System.out.println("------- derived single -------");
-        System.out.println(repository.findUserByUsername("yoda"));
-
-//        System.out.println("------- derived nested.path -------");
-//        System.out.println(repository.findUserByPostsMessageLike("father"));
-
-        System.out.println("------- derived optional -------");
-        System.out.println(repository.findOptionalUserByUsername("yoda"));
-
-        System.out.println("------- derived count -------");
-        Long count = repository.countUsersByLastnameLike("Sky");
-        System.out.println("user count " + count);
-
-        System.out.println("------- derived exists -------");
-        Boolean exists = repository.existsByUsername("vader");
-        System.out.println("user exists " + exists);
-
-        System.out.println("------- derived multi -------");
-        System.out.println(repository.findUserByLastnameStartingWith("Sky"));
-
-        System.out.println("------- derived sorted -------");
-        System.out.println(repository.findUserByLastnameStartingWithOrderByFirstname("Sky"));
-
-        System.out.println("------- derived page -------");
-        Page<User> page0 = repository.findUserByLastnameStartingWith("S", PageRequest.of(0, 2));
-        System.out.println("page0: " + page0);
-        System.out.println("page0.content: " + page0.getContent());
-
-        Page<User> page1 = repository.findUserByLastnameStartingWith("S", PageRequest.of(1, 2));
-        System.out.println("page1: " + page1);
-        System.out.println("page1.content: " + page1.getContent());
-
-        System.out.println("------- derived slice -------");
-        Slice<User> slice0 = repository.findUserByUsernameAfter("luke", PageRequest.of(0, 2));
-        System.out.println("slice0: " + slice0);
-        System.out.println("slice0.content: " + slice0.getContent());
-
-        System.out.println("------- derived top -------");
-        System.out.println(repository.findTop2UsersByLastnameStartingWith("S"));
-
-//        System.out.println("------- derived with fields -------");
-//        System.out.println(repository.findJustUsernameBy());
-    }
+	@Autowired UserRepository repository;
+
+	@Override
+	public void run(String... args) throws Exception {
+
+		User luke = new User("id-1", "luke");
+		luke.setFirstname("Luke");
+		luke.setLastname("Skywalker");
+		// Post lukeP1 = new Post("I have a bad feeling about this.");
+		// em.persist(lukeP1);
+		// luke.setPosts(List.of(lukeP1));
+
+		User leia = new User("id-2", "leia");
+		leia.setFirstname("Leia");
+		leia.setLastname("Organa");
+
+		User han = new User("id-3", "han");
+		han.setFirstname("Han");
+		han.setLastname("Solo");
+		// Post hanP1 = new Post("It's the ship that made the Kessel Run in less than 12 Parsecs.");
+		// em.persist(hanP1);
+		// han.setPosts(List.of(hanP1));
+
+		User chewbacca = new User("id-4", "chewbacca");
+		User yoda = new User("id-5", "yoda");
+		Post yodaP1 = new Post("Do. Or do not. There is no try.");
+		Post yodaP2 = new Post(
+				"Decide you must, how to serve them best. If you leave now, help them you could; but you would destroy all for which they have fought, and suffered.");
+		// em.persist(yodaP1);
+		// em.persist(yodaP2);
+		// yoda.setPosts(List.of(yodaP1, yodaP2));
+
+		User vader = new User("id-6", "vader");
+		vader.setFirstname("Anakin");
+		vader.setLastname("Skywalker");
+		// Post vaderP1 = new Post("I am your father");
+		// em.persist(vaderP1);
+		// vader.setPosts(List.of(vaderP1));
+
+		User kylo = new User("id-7", "kylo");
+		kylo.setFirstname("Ben");
+		kylo.setLastname("Solo");
+
+		repository.saveAll(List.of(luke, leia, han, chewbacca, yoda, vader, kylo));
+
+		System.out.println("------- annotated multi -------");
+		System.out.println(repository.usersWithUsernamesStartingWith("l"));
+
+		System.out.println("------- derived single -------");
+		System.out.println(repository.findUserByUsername("yoda"));
+
+		// System.out.println("------- derived nested.path -------");
+		// System.out.println(repository.findUserByPostsMessageLike("father"));
+
+		System.out.println("------- derived optional -------");
+		System.out.println(repository.findOptionalUserByUsername("yoda"));
+
+		System.out.println("------- derived count -------");
+		Long count = repository.countUsersByLastnameLike("Sky");
+		System.out.println("user count " + count);
+
+		System.out.println("------- derived exists -------");
+		Boolean exists = repository.existsByUsername("vader");
+		System.out.println("user exists " + exists);
+
+		System.out.println("------- derived multi -------");
+		System.out.println(repository.findUserByLastnameStartingWith("Sky"));
+
+		System.out.println("------- derived sorted -------");
+		System.out.println(repository.findUserByLastnameStartingWithOrderByFirstname("Sky"));
+
+		System.out.println("------- derived page -------");
+		Page<User> page0 = repository.findUserByLastnameStartingWith("S", PageRequest.of(0, 2));
+		System.out.println("page0: " + page0);
+		System.out.println("page0.content: " + page0.getContent());
+
+		Page<User> page1 = repository.findUserByLastnameStartingWith("S", PageRequest.of(1, 2));
+		System.out.println("page1: " + page1);
+		System.out.println("page1.content: " + page1.getContent());
+
+		System.out.println("------- derived slice -------");
+		Slice<User> slice0 = repository.findUserByUsernameAfter("luke", PageRequest.of(0, 2));
+		System.out.println("slice0: " + slice0);
+		System.out.println("slice0.content: " + slice0.getContent());
+
+		System.out.println("------- derived top -------");
+		System.out.println(repository.findTop2UsersByLastnameStartingWith("S"));
+
+		// System.out.println("------- derived with fields -------");
+		// System.out.println(repository.findJustUsernameBy());
+	}
 }
diff --git a/jpa/aot-optimization/src/main/java/example/springdata/aot/Post.java b/jpa/aot-optimization/src/main/java/example/springdata/aot/Post.java
index 5909cd1ab..6c6e3e82d 100644
--- a/jpa/aot-optimization/src/main/java/example/springdata/aot/Post.java
+++ b/jpa/aot-optimization/src/main/java/example/springdata/aot/Post.java
@@ -30,39 +30,37 @@
 @Entity
 public class Post {
 
-    @Id
-    @GeneratedValue
-    private Long id;
+	@Id
+	@GeneratedValue private Long id;
 
-    private String message;
-    private Instant date;
+	private String message;
+	private Instant date;
 
-    public Post() {
-    }
+	public Post() {}
 
-    public Post(String message) {
-        this.message = message;
-        this.date = Instant.now().minus(new Random().nextLong(100), ChronoUnit.MINUTES);
-    }
+	public Post(String message) {
+		this.message = message;
+		this.date = Instant.now().minus(new Random().nextLong(100), ChronoUnit.MINUTES);
+	}
 
-    public String getMessage() {
-        return message;
-    }
+	public String getMessage() {
+		return message;
+	}
 
-    public void setMessage(String message) {
-        this.message = message;
-    }
+	public void setMessage(String message) {
+		this.message = message;
+	}
 
-    public Instant getDate() {
-        return date;
-    }
+	public Instant getDate() {
+		return date;
+	}
 
-    public void setDate(Instant date) {
-        this.date = date;
-    }
+	public void setDate(Instant date) {
+		this.date = date;
+	}
 
-    @Override
-    public String toString() {
-        return message;
-    }
+	@Override
+	public String toString() {
+		return message;
+	}
 }
diff --git a/jpa/aot-optimization/src/main/java/example/springdata/aot/User.java b/jpa/aot-optimization/src/main/java/example/springdata/aot/User.java
index 4f9f33574..b9c43ff05 100644
--- a/jpa/aot-optimization/src/main/java/example/springdata/aot/User.java
+++ b/jpa/aot-optimization/src/main/java/example/springdata/aot/User.java
@@ -28,85 +28,78 @@
 @Entity(name = "users")
 public class User {
 
-    @Id
-    private String id;
-    private String username;
-
-    @Column(name = "first_name") String firstname;
-    @Column(name = "last_name") String lastname;
-
-//    @OneToMany
-//    private List<Post> posts;
-
-    Instant registrationDate;
-    Instant lastSeen;
-
-    public User() {
-    }
-
-    public User(String id, String username) {
-        this.id = id;
-        this.username = username;
-    }
-
-    public String getId() {
-        return id;
-    }
-
-    public String getUsername() {
-        return username;
-    }
-
-    public String getFirstname() {
-        return firstname;
-    }
-
-    public void setFirstname(String firstname) {
-        this.firstname = firstname;
-    }
-
-    public String getLastname() {
-        return lastname;
-    }
-
-    public void setLastname(String lastname) {
-        this.lastname = lastname;
-    }
-
-    public Instant getRegistrationDate() {
-        return registrationDate;
-    }
-
-    public void setRegistrationDate(Instant registrationDate) {
-        this.registrationDate = registrationDate;
-    }
-
-    public Instant getLastSeen() {
-        return lastSeen;
-    }
-
-    public void setLastSeen(Instant lastSeen) {
-        this.lastSeen = lastSeen;
-    }
-
-//    public List<Post> getPosts() {
-//        return posts;
-//    }
-//
-//    public void setPosts(List<Post> posts) {
-//        this.posts = posts;
-//    }
-
-    @Override
-    public String toString() {
-        return "User{" +
-            "id='" + id + '\'' +
-            ", username='" + username + '\'' +
-            ", firstname='" + firstname + '\'' +
-            ", lastname='" + lastname + '\'' +
-            ", registrationDate=" + registrationDate +
-            ", lastSeen=" + lastSeen +
-//            ", posts=" + posts +
-            '}';
-    }
+	@Id private String id;
+	private String username;
+
+	@Column(name = "first_name") String firstname;
+	@Column(name = "last_name") String lastname;
+
+	// @OneToMany
+	// private List<Post> posts;
+
+	Instant registrationDate;
+	Instant lastSeen;
+
+	public User() {}
+
+	public User(String id, String username) {
+		this.id = id;
+		this.username = username;
+	}
+
+	public String getId() {
+		return id;
+	}
+
+	public String getUsername() {
+		return username;
+	}
+
+	public String getFirstname() {
+		return firstname;
+	}
+
+	public void setFirstname(String firstname) {
+		this.firstname = firstname;
+	}
+
+	public String getLastname() {
+		return lastname;
+	}
+
+	public void setLastname(String lastname) {
+		this.lastname = lastname;
+	}
+
+	public Instant getRegistrationDate() {
+		return registrationDate;
+	}
+
+	public void setRegistrationDate(Instant registrationDate) {
+		this.registrationDate = registrationDate;
+	}
+
+	public Instant getLastSeen() {
+		return lastSeen;
+	}
+
+	public void setLastSeen(Instant lastSeen) {
+		this.lastSeen = lastSeen;
+	}
+
+	// public List<Post> getPosts() {
+	// return posts;
+	// }
+	//
+	// public void setPosts(List<Post> posts) {
+	// this.posts = posts;
+	// }
+
+	@Override
+	public String toString() {
+		return "User{" + "id='" + id + '\'' + ", username='" + username + '\'' + ", firstname='" + firstname + '\''
+				+ ", lastname='" + lastname + '\'' + ", registrationDate=" + registrationDate + ", lastSeen=" + lastSeen +
+				// ", posts=" + posts +
+				'}';
+	}
 }
diff --git a/jpa/aot-optimization/src/main/java/example/springdata/aot/UserRepository.java b/jpa/aot-optimization/src/main/java/example/springdata/aot/UserRepository.java
index 4d28f9a52..1da15b360 100644
--- a/jpa/aot-optimization/src/main/java/example/springdata/aot/UserRepository.java
+++ b/jpa/aot-optimization/src/main/java/example/springdata/aot/UserRepository.java
@@ -31,27 +31,27 @@
  */
 public interface UserRepository extends CrudRepository<User, String>, QuerydslPredicateExecutor<User> {
 
-    User findUserByUsername(String username);
+	User findUserByUsername(String username);
 
-    Optional<User> findOptionalUserByUsername(String username);
+	Optional<User> findOptionalUserByUsername(String username);
 
-    Long countUsersByLastnameLike(String lastname);
+	Long countUsersByLastnameLike(String lastname);
 
-    Boolean existsByUsername(String username);
+	Boolean existsByUsername(String username);
 
-    List<User> findUserByLastnameLike(String lastname);
+	List<User> findUserByLastnameLike(String lastname);
 
-    List<User> findUserByLastnameStartingWithOrderByFirstname(String lastname);
+	List<User> findUserByLastnameStartingWithOrderByFirstname(String lastname);
 
-    List<User> findTop2UsersByLastnameStartingWith(String lastname);
+	List<User> findTop2UsersByLastnameStartingWith(String lastname);
 
-    Slice<User> findUserByUsernameAfter(String username, Pageable pageable);
+	Slice<User> findUserByUsernameAfter(String username, Pageable pageable);
 
-    List<User> findUserByLastnameStartingWith(String lastname);
+	List<User> findUserByLastnameStartingWith(String lastname);
 
-    Page<User> findUserByLastnameStartingWith(String lastname, Pageable page);
+	Page<User> findUserByLastnameStartingWith(String lastname, Pageable page);
 
-    @Query("SELECT u FROM example.springdata.aot.User u WHERE u.username LIKE ?1%")
-    List<User> usersWithUsernamesStartingWith(String username);
+	@Query("SELECT u FROM example.springdata.aot.User u WHERE u.username LIKE ?1%")
+	List<User> usersWithUsernamesStartingWith(String username);
 
 }
diff --git a/jpa/aot-optimization/src/main/resources/application.properties b/jpa/aot-optimization/src/main/resources/application.properties
index a036d6f14..ee6779653 100644
--- a/jpa/aot-optimization/src/main/resources/application.properties
+++ b/jpa/aot-optimization/src/main/resources/application.properties
@@ -1,5 +1,5 @@
 spring.jpa.defer-datasource-initialization=true
-spring.jpa.properties.hibernate.boot.allow_jdbc_metadata_access=false
 spring.aot.repositories.enabled=true
+#spring.aot.jpa.repositories.use-entitymanager=true
 #logging.level.org.springframework.data.repository.aot.generate.RepositoryContributor=trace
 

From 9b64cc2239de57e7ddbf06dff6ec13c9ba2cfbbc Mon Sep 17 00:00:00 2001
From: Mark Paluch <mark.paluch@broadcom.com>
Date: Fri, 16 May 2025 14:50:09 +0200
Subject: [PATCH 42/42] Upgrade to Spring Data 2025.1.0-M3.

---
 jpa/aot-optimization/pom.xml     | 5 +++--
 mongodb/aot-optimization/pom.xml | 2 +-
 2 files changed, 4 insertions(+), 3 deletions(-)

diff --git a/jpa/aot-optimization/pom.xml b/jpa/aot-optimization/pom.xml
index a744252e7..67ea47db1 100644
--- a/jpa/aot-optimization/pom.xml
+++ b/jpa/aot-optimization/pom.xml
@@ -14,8 +14,8 @@
 
 	<properties>
 		<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
-		<hibernate.version>7.0.0.CR1</hibernate.version>
-		<spring-data-bom.version>2025.1.0-SNAPSHOT</spring-data-bom.version>
+		<hibernate.version>7.0.0.CR2</hibernate.version>
+		<spring-data-bom.version>2025.1.0-M3</spring-data-bom.version>
 	</properties>
 
 	<dependencies>
@@ -37,6 +37,7 @@
 			<version>5.1.0</version>
 			<classifier>jakarta</classifier>
 		</dependency>
+
 		<dependency>
 			<groupId>com.querydsl</groupId>
 			<artifactId>querydsl-apt</artifactId>
diff --git a/mongodb/aot-optimization/pom.xml b/mongodb/aot-optimization/pom.xml
index 675920bf3..fb918c289 100644
--- a/mongodb/aot-optimization/pom.xml
+++ b/mongodb/aot-optimization/pom.xml
@@ -16,7 +16,7 @@
         <maven.compiler.source>21</maven.compiler.source>
         <maven.compiler.target>21</maven.compiler.target>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
-        <spring-data-bom.version>2025.1.0-SNAPSHOT</spring-data-bom.version>
+        <spring-data-bom.version>2025.1.0-M3</spring-data-bom.version>
     </properties>
 
     <dependencies>