#3701 Improve error message when missing dependency ebean-jackson-mapper

Bump test dependencies byte buddy and assertj

composites/ebean-pgvector/pom.xml

@@ -0,0 +1,85 @@
+<?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>
+    <artifactId>ebean-parent</artifactId>
+    <groupId>io.ebean</groupId>
+    <version>16.1.1</version>
+    <relativePath>../..</relativePath>
+  </parent>
+
+  <name>ebean-pgvector</name>
+  <description>ebean-pgvector composite</description>
+  <artifactId>ebean-pgvector</artifactId>
+
+  <properties>
+    <pgvector.version>0.1.6</pgvector.version>
+    <postgres.jdbc.version>42.7.2</postgres.jdbc.version>
+  </properties>
+
+  <dependencies>
+
+    <dependency>
+      <groupId>io.ebean</groupId>
+      <artifactId>ebean-api</artifactId>
+      <version>16.1.1</version>
+    </dependency>
+
+    <dependency>
+      <groupId>io.ebean</groupId>
+      <artifactId>ebean-core</artifactId>
+      <version>16.1.1</version>
+    </dependency>
+
+    <dependency>
+      <groupId>io.ebean</groupId>
+      <artifactId>ebean-datasource</artifactId>
+      <version>${ebean-datasource.version}</version>
+    </dependency>
+
+    <dependency>
+      <groupId>io.ebean</groupId>
+      <artifactId>ebean-migration</artifactId>
+      <version>${ebean-migration.version}</version>
+    </dependency>
+
+    <!-- Technically optional but most expected to use query beans -->
+    <dependency>
+      <groupId>io.ebean</groupId>
+      <artifactId>ebean-querybean</artifactId>
+      <version>16.1.1</version>
+    </dependency>
+
+    <dependency>
+      <groupId>io.ebean</groupId>
+      <artifactId>ebean-platform-postgres</artifactId>
+      <version>16.1.1</version>
+    </dependency>
+
+    <dependency>
+      <groupId>io.ebean</groupId>
+      <artifactId>ebean-pgvector-types</artifactId>
+      <version>16.1.1</version>
+    </dependency>
+
+    <dependency>
+      <groupId>org.postgresql</groupId>
+      <artifactId>postgresql</artifactId>
+      <version>${postgres.jdbc.version}</version>
+      <exclusions>
+        <!-- exclude unnecessary checker framework -->
+        <exclusion>
+          <groupId>*</groupId>
+          <artifactId>*</artifactId>
+        </exclusion>
+      </exclusions>
+    </dependency>
+
+    <dependency>
+      <groupId>com.pgvector</groupId>
+      <artifactId>pgvector</artifactId>
+      <version>${pgvector.version}</version>
+    </dependency>
+
+  </dependencies>
+</project>

composites/ebean-pgvector/src/main/java/io/ebean/pgvector/assembly/Assembly.java

@@ -0,0 +1,7 @@
+package io.ebean.pgvector.assembly;
+
+/**
+ * Nothing interesting here - required placeholder for javadoc.
+ */
+public class Assembly {
+}

composites/ebean-pgvector/src/main/java/module-info.java

@@ -0,0 +1,9 @@
+module io.ebean.pgvector {
+
+  requires transitive io.ebean.api;
+  requires transitive io.ebean.core;
+  requires transitive io.ebean.datasource;
+  requires transitive io.ebean.querybean;
+  requires transitive io.ebean.platform.postgres;
+
+}

composites/pom.xml

@@ -25,6 +25,7 @@
     <module>ebean-postgres</module>
     <module>ebean-postgis</module>
     <module>ebean-net-postgis</module>
+    <module>ebean-pgvector</module>
 <!--    <module>sqlanywhere</module>-->
     <module>ebean-sqlite</module>
     <module>ebean-sqlserver</module>

ebean-api/pom.xml

@@ -35,7 +35,7 @@
     <dependency>
       <groupId>io.avaje</groupId>
       <artifactId>avaje-config</artifactId>
-      <version>4.1</version>
+      <version>4.2</version>
     </dependency>
 
     <dependency>

ebean-api/src/main/java/io/ebean/config/dbplatform/DbPlatformTypeMapping.java

@@ -46,6 +46,11 @@ public class DbPlatformTypeMapping {
   private static final DbPlatformType MULTILINESTRING = new DbPlatformType("multilinestring");
   private static final DbPlatformType MULTIPOLYGON = new DbPlatformType("multipolygon");
 
+  private static final DbPlatformType VECTOR = new DbPlatformType("vector", 2000, null);
+  private static final DbPlatformType VECTOR_HALF = new DbPlatformType("halfvec", 4000, null);
+  private static final DbPlatformType VECTOR_BIT = new DbPlatformType("bit", 64000, null);
+  private static final DbPlatformType VECTOR_SPARSE = new DbPlatformType("sparsevec", 1000, null);
+
   private final Map<DbType, DbPlatformType> typeMap = new EnumMap<>(DbType.class);
 
   /**
@@ -93,6 +98,10 @@ public class DbPlatformTypeMapping {
     put(DbType.MULTIPOINT, MULTIPOINT);
     put(DbType.MULTILINESTRING, MULTILINESTRING);
     put(DbType.MULTIPOLYGON, MULTIPOLYGON);
+    put(DbType.VECTOR, VECTOR);
+    put(DbType.VECTOR_HALF, VECTOR_HALF);
+    put(DbType.VECTOR_BIT, VECTOR_BIT);
+    put(DbType.VECTOR_SPARSE, VECTOR_SPARSE);
 
     if (logicalTypes) {
       // keep it logical for 2 layer DDL generation

ebean-api/src/main/java/io/ebean/config/dbplatform/DbType.java

@@ -51,7 +51,12 @@ public enum DbType {
   JSONB(ExtraDbTypes.JSONB),
   JSONCLOB(ExtraDbTypes.JSONClob),
   JSONBLOB(ExtraDbTypes.JSONBlob),
-  JSONVARCHAR(ExtraDbTypes.JSONVarchar);
+  JSONVARCHAR(ExtraDbTypes.JSONVarchar),
+
+  VECTOR(ExtraDbTypes.VECTOR),
+  VECTOR_HALF(ExtraDbTypes.VECTOR_HALF),
+  VECTOR_BIT(ExtraDbTypes.VECTOR_BIT),
+  VECTOR_SPARSE(ExtraDbTypes.VECTOR_SPARSE);
 
   private final int id;
 

ebean-api/src/main/java/io/ebean/config/dbplatform/ExtraDbTypes.java

@@ -74,4 +74,24 @@ public interface ExtraDbTypes {
    */
   int MULTILINESTRING = 6007;
 
+  /**
+   * PGVector base type
+   */
+  int VECTOR = 7000;
+
+  /**
+   * PGVector half precision float type
+   */
+  int VECTOR_HALF = 7001;
+
+  /**
+   * PGVector binary type (bit)
+   */
+  int VECTOR_BIT = 7002;
+
+  /**
+   * PGVector sparse type
+   */
+  int VECTOR_SPARSE = 7003;
+
 }

ebean-bom/pom.xml

@@ -256,6 +256,18 @@
         <version>16.1.1</version>
       </dependency>
 
+      <dependency>
+        <groupId>io.ebean</groupId>
+        <artifactId>ebean-pgvector</artifactId>
+        <version>16.1.1</version>
+      </dependency>
+
+      <dependency>
+        <groupId>io.ebean</groupId>
+        <artifactId>ebean-pgvector-types</artifactId>
+        <version>16.1.1</version>
+      </dependency>
+
       <dependency>
         <groupId>io.ebean</groupId>
         <artifactId>ebean-sqlite</artifactId>

ebean-core/src/main/java/io/ebeaninternal/server/persist/Binder.java

@@ -329,6 +329,13 @@ public final class Binder {
           geoTypeBinder.bind(b, dataType, data);
           break;
 
+        case DbPlatformType.VECTOR:
+        case DbPlatformType.VECTOR_HALF:
+        case DbPlatformType.VECTOR_BIT:
+        case DbPlatformType.VECTOR_SPARSE:
+          b.setObject(data);
+          break;
+
         case java.sql.Types.OTHER:
           b.setObject(data, dataType);
           break;

ebean-core/src/main/java/io/ebeaninternal/server/type/DefaultTypeManager.java

@@ -216,6 +216,9 @@ public final class DefaultTypeManager implements TypeManager {
       }
       found = checkInheritedTypes(type);
     }
+    if (found instanceof ScalarTypeClass) {
+      log.log(WARNING, "@Column mapping for type Class is deprecated. Please refer to https://ebean.io/docs/deprecated#class-mapping");
+    }
     return found != ScalarTypeNotFound.INSTANCE ? found : null; // Do not return ScalarTypeNotFound, otherwise checks will fail
   }
 
@@ -371,7 +374,7 @@ public final class DefaultTypeManager implements TypeManager {
 
   private ScalarType<?> createJsonObjectMapperType(DeployBeanProperty prop, int dbType, DocPropertyType docType) {
     if (jsonMapper == null) {
-      throw new IllegalArgumentException("Unsupported @DbJson mapping - Jackson ObjectMapper not present for " + prop);
+      throw new IllegalArgumentException("Unsupported @DbJson mapping - Missing dependency ebean-jackson-mapper? Jackson ObjectMapper not present for " + prop);
     }
     if (MutationDetection.DEFAULT == prop.getMutationDetection()) {
       prop.setMutationDetection(jsonManager.mutationDetection());

ebean-core/src/main/java/io/ebeaninternal/server/type/ScalarTypeClass.java

@@ -10,7 +10,7 @@ import jakarta.persistence.PersistenceException;
 @SuppressWarnings({"rawtypes"})
 final class ScalarTypeClass extends ScalarTypeBaseVarchar<Class> {
 
-  public ScalarTypeClass() {
+  ScalarTypeClass() {
     super(Class.class);
   }
 

ebean-core/src/main/java/module-info.java

@@ -69,7 +69,7 @@ module io.ebean.core {
   exports io.ebeaninternal.server.querydefn to io.ebean.autotune, io.ebean.querybean, io.ebean.test, io.ebean.elastic;
   exports io.ebeaninternal.server.rawsql to io.ebean.test;
   exports io.ebeaninternal.server.json to io.ebean.test, io.ebean.elastic;
-  exports io.ebeaninternal.server.type to io.ebean.postgis, io.ebean.test, io.ebean.postgis.types;
+  exports io.ebeaninternal.server.type to io.ebean.postgis, io.ebean.test, io.ebean.postgis.types, io.ebean.pgvector;
   exports io.ebeaninternal.server.transaction to io.ebean.test, io.ebean.elastic, io.ebean.spring.txn, io.ebean.k8scache;
   exports io.ebeaninternal.server.util to io.ebean.querybean;
 

ebean-pgvector-types/.editorconfig

@@ -0,0 +1,17 @@
+# editorconfig.org
+
+root = true
+
+[*]
+charset = utf-8
+end_of_line = lf
+indent_size = 2
+indent_style = space
+insert_final_newline = true
+trim_trailing_whitespace = true
+spaces_around_operators = true
+max_line_length = 130
+
+[pom.xml]
+# Because of <project... line
+max_line_length = 999

ebean-pgvector-types/LICENSE

@@ -0,0 +1,201 @@
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ebean-pgvector-types/README.md

@@ -0,0 +1,3 @@
+# ebean.postgis.types
+
+Ebean support for PGvector types

ebean-pgvector-types/pom.xml

@@ -0,0 +1,96 @@
+<?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>
+    <artifactId>ebean-parent</artifactId>
+    <groupId>io.ebean</groupId>
+    <version>16.1.1</version>
+  </parent>
+
+  <name>ebean pgvector types</name>
+  <artifactId>ebean-pgvector-types</artifactId>
+
+  <properties>
+    <pgvector.version>0.1.6</pgvector.version>
+  </properties>
+
+  <dependencies>
+
+    <dependency>
+      <groupId>io.ebean</groupId>
+      <artifactId>ebean-platform-postgres</artifactId>
+      <version>16.1.1</version>
+    </dependency>
+
+    <!-- provided scope -->
+    <dependency>
+      <groupId>io.ebean</groupId>
+      <artifactId>ebean-core</artifactId>
+      <version>16.1.1</version>
+      <scope>provided</scope>
+    </dependency>
+
+    <dependency>
+      <groupId>com.fasterxml.jackson.core</groupId>
+      <artifactId>jackson-core</artifactId>
+      <version>${jackson.version}</version>
+      <optional>true</optional>
+    </dependency>
+
+    <dependency>
+      <groupId>com.pgvector</groupId>
+      <artifactId>pgvector</artifactId>
+      <version>${pgvector.version}</version>
+    </dependency>
+
+    <!-- expected to be provided -->
+    <dependency>
+      <groupId>org.postgresql</groupId>
+      <artifactId>postgresql</artifactId>
+      <version>42.7.2</version>
+      <scope>provided</scope>
+    </dependency>
+
+    <dependency>
+      <groupId>io.ebean</groupId>
+      <artifactId>ebean-test</artifactId>
+      <version>16.1.1</version>
+      <scope>test</scope>
+    </dependency>
+
+    <dependency>
+      <groupId>org.avaje.composite</groupId>
+      <artifactId>logback</artifactId>
+      <version>1.1</version>
+      <scope>test</scope>
+    </dependency>
+
+  </dependencies>
+
+  <build>
+    <plugins>
+
+      <!-- for testing -->
+      <plugin>
+        <groupId>io.ebean</groupId>
+        <artifactId>ebean-maven-plugin</artifactId>
+        <version>${ebean-maven-plugin.version}</version>
+        <executions>
+          <execution>
+            <id>test</id>
+            <phase>process-test-classes</phase>
+            <configuration>
+              <transformArgs>debug=0</transformArgs>
+            </configuration>
+            <goals>
+              <goal>testEnhance</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
+
+    </plugins>
+
+  </build>
+
+</project>

ebean-pgvector-types/src/main/java/io/ebean/pgvector/PGvectorExtraTypeFactory.java

@@ -0,0 +1,20 @@
+package io.ebean.pgvector;
+
+import io.ebean.DatabaseBuilder;
+import io.ebean.core.type.ExtraTypeFactory;
+import io.ebean.core.type.ScalarType;
+
+import java.util.List;
+
+public final class PGvectorExtraTypeFactory implements ExtraTypeFactory {
+
+  @Override
+  public List<? extends ScalarType<?>> createTypes(DatabaseBuilder.Settings config, Object objectMapper) {
+    return List.of(
+      new ScalarTypePGvector(),
+      new ScalarTypePGhalfvec(),
+      new ScalarTypePGsparsevec(),
+      new ScalarTypePGbit()
+    );
+  }
+}

ebean-pgvector-types/src/main/java/io/ebean/pgvector/PGvectorNewConnectionInitializer.java

@@ -0,0 +1,21 @@
+package io.ebean.pgvector;
+
+import com.pgvector.PGbit;
+import com.pgvector.PGvector;
+import io.ebean.datasource.NewConnectionInitializer;
+
+import java.sql.Connection;
+import java.sql.SQLException;
+
+public final class PGvectorNewConnectionInitializer implements NewConnectionInitializer {
+
+  @Override
+  public void preInitialize(Connection connection) {
+    try {
+      PGvector.registerTypes(connection);
+      PGbit.registerType(connection);
+    } catch (SQLException e) {
+      throw new RuntimeException(e);
+    }
+  }
+}

ebean-pgvector-types/src/main/java/io/ebean/pgvector/ScalarTypePGbase.java

@@ -0,0 +1,96 @@
+package io.ebean.pgvector;
+
+import com.fasterxml.jackson.core.JsonGenerator;
+import com.fasterxml.jackson.core.JsonParser;
+import io.ebean.core.type.DataBinder;
+import io.ebean.core.type.DataReader;
+import io.ebean.core.type.DocPropertyType;
+import io.ebean.core.type.ScalarType;
+import org.postgresql.util.PGobject;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.sql.SQLException;
+import java.sql.Types;
+
+abstract class ScalarTypePGbase<T extends PGobject> implements ScalarType<T> {
+
+  private final int jdbcType;
+  private final Class<T> cls;
+
+  public ScalarTypePGbase(int jdbcType, Class<T> cls) {
+    this.jdbcType = jdbcType;
+    this.cls = cls;
+  }
+
+  @Override
+  public T read(DataReader reader) throws SQLException {
+    var obj=reader.getObject();
+    if(obj==null) return null;
+    return cls.cast(obj);
+  }
+
+  @Override
+  public void bind(DataBinder binder, T value) throws SQLException {
+    if(value==null) {
+      binder.setNull(Types.NULL);
+    } else {
+      binder.setObject(value);
+    }
+  }
+
+  @Override
+  public boolean jdbcNative() {
+    return true;
+  }
+
+  @Override
+  public int jdbcType() {
+    return jdbcType;
+  }
+
+  @Override
+  public Class<T> type() {
+    return cls;
+  }
+
+  @Override
+  public T readData(DataInput dataInput) {
+    return null;
+  }
+
+  @Override
+  public void writeData(DataOutput dataOutput, T v) {
+
+  }
+
+  @Override
+  public Object toJdbcType(Object value) {
+    return null;
+  }
+
+  @Override
+  public T toBeanType(Object value) {
+    return null;
+  }
+
+  @Override
+  public String formatValue(T value) {
+    return value.toString();
+  }
+
+  @Override
+  public DocPropertyType docType() {
+    return null;
+  }
+
+  @Override
+  public T jsonRead(JsonParser parser) {
+    return null;
+  }
+
+  @Override
+  public void jsonWrite(JsonGenerator writer, T value) {
+
+  }
+}

ebean-pgvector-types/src/main/java/io/ebean/pgvector/ScalarTypePGbit.java

@@ -0,0 +1,22 @@
+package io.ebean.pgvector;
+
+import com.pgvector.PGbit;
+import io.ebean.config.dbplatform.ExtraDbTypes;
+
+import java.sql.SQLException;
+
+public final class ScalarTypePGbit extends ScalarTypePGbase<PGbit> {
+
+  public ScalarTypePGbit() {
+    super(ExtraDbTypes.VECTOR_BIT, PGbit.class);
+  }
+
+  @Override
+  public PGbit parse(String value) {
+    try {
+      return new PGbit(value);
+    } catch (SQLException e) {
+      throw new IllegalStateException(e);
+    }
+  }
+}

ebean-pgvector-types/src/main/java/io/ebean/pgvector/ScalarTypePGhalfvec.java

@@ -0,0 +1,22 @@
+package io.ebean.pgvector;
+
+import com.pgvector.PGhalfvec;
+import io.ebean.config.dbplatform.ExtraDbTypes;
+
+import java.sql.SQLException;
+
+public final class ScalarTypePGhalfvec extends ScalarTypePGbase<PGhalfvec> {
+
+  public ScalarTypePGhalfvec() {
+    super(ExtraDbTypes.VECTOR_HALF, PGhalfvec.class);
+  }
+
+  @Override
+  public PGhalfvec parse(String value) {
+    try {
+      return new PGhalfvec(value);
+    } catch (SQLException e) {
+      throw new IllegalStateException(e);
+    }
+  }
+}

ebean-pgvector-types/src/main/java/io/ebean/pgvector/ScalarTypePGsparsevec.java

@@ -0,0 +1,22 @@
+package io.ebean.pgvector;
+
+import com.pgvector.PGsparsevec;
+import io.ebean.config.dbplatform.ExtraDbTypes;
+
+import java.sql.SQLException;
+
+public final class ScalarTypePGsparsevec extends ScalarTypePGbase<PGsparsevec> {
+
+  public ScalarTypePGsparsevec() {
+    super(ExtraDbTypes.VECTOR_SPARSE, PGsparsevec.class);
+  }
+
+  @Override
+  public PGsparsevec parse(String value) {
+    try {
+      return new PGsparsevec(value);
+    } catch (SQLException e) {
+      throw new IllegalStateException(e);
+    }
+  }
+}

ebean-pgvector-types/src/main/java/io/ebean/pgvector/ScalarTypePGvector.java

@@ -0,0 +1,20 @@
+package io.ebean.pgvector;
+
+import com.pgvector.PGvector;
+import io.ebean.config.dbplatform.ExtraDbTypes;
+
+public final class ScalarTypePGvector extends ScalarTypePGbase<PGvector> {
+
+  public ScalarTypePGvector() {
+    super(ExtraDbTypes.VECTOR, PGvector.class);
+  }
+
+  @Override
+  public PGvector parse(String value) {
+    try {
+      return new PGvector(value);
+    } catch (Exception e) {
+      throw new IllegalStateException(e);
+    }
+  }
+}

ebean-pgvector-types/src/main/resources/META-INF/services/io.ebean.core.type.ExtraTypeFactory

@@ -0,0 +1 @@
+io.ebean.pgvector.PGvectorExtraTypeFactory

ebean-pgvector-types/src/main/resources/META-INF/services/io.ebean.datasource.NewConnectionInitializer

@@ -0,0 +1 @@
+io.ebean.pgvector.PGvectorNewConnectionInitializer

ebean-pgvector-types/src/test/java/org/example/domain/BaseEntity.java

@@ -0,0 +1,20 @@
+package org.example.domain;
+
+import jakarta.persistence.Id;
+import jakarta.persistence.MappedSuperclass;
+
+@MappedSuperclass
+abstract class BaseEntity {
+
+  @Id
+  Long id;
+
+  public Long getId() {
+    return id;
+  }
+
+  public void setId(Long id) {
+    this.id = id;
+  }
+
+}

ebean-pgvector-types/src/test/java/org/example/domain/CachedBean.java

@@ -0,0 +1,69 @@
+package org.example.domain;
+
+import com.pgvector.PGbit;
+import com.pgvector.PGhalfvec;
+import com.pgvector.PGsparsevec;
+import com.pgvector.PGvector;
+import io.ebean.annotation.Cache;
+import jakarta.persistence.Column;
+import jakarta.persistence.Entity;
+import jakarta.persistence.Table;
+
+@Entity
+@Table(name="mybean_cached")
+@Cache
+public class CachedBean extends BaseEntity {
+  String name;
+
+  @Column(length = 800)
+  PGvector vector;
+
+  @Column(length = 200)
+  PGsparsevec sparsevec;
+
+  @Column(length = 200)
+  PGbit bit;
+
+  @Column(length = 200)
+  PGhalfvec halfvec;
+
+  public String getName() {
+    return name;
+  }
+
+  public void setName(String name) {
+    this.name = name;
+  }
+
+  public PGvector getVector() {
+    return vector;
+  }
+
+  public void setVector(PGvector vector) {
+    this.vector = vector;
+  }
+
+  public PGsparsevec getSparsevec() {
+    return sparsevec;
+  }
+
+  public void setSparsevec(PGsparsevec sparsevec) {
+    this.sparsevec = sparsevec;
+  }
+
+  public PGbit getBit() {
+    return bit;
+  }
+
+  public void setBit(PGbit bit) {
+    this.bit = bit;
+  }
+
+  public PGhalfvec getHalfvec() {
+    return halfvec;
+  }
+
+  public void setHalfvec(PGhalfvec halfvec) {
+    this.halfvec = halfvec;
+  }
+}

ebean-pgvector-types/src/test/java/org/example/domain/MyBean.java

@@ -0,0 +1,69 @@
+package org.example.domain;
+
+import com.pgvector.PGbit;
+import com.pgvector.PGhalfvec;
+import com.pgvector.PGsparsevec;
+import com.pgvector.PGvector;
+import jakarta.persistence.Column;
+import jakarta.persistence.Entity;
+import jakarta.persistence.Table;
+
+@Entity
+@Table(name="mybean")
+public class MyBean extends BaseEntity {
+
+  String name;
+
+  @Column(length = 200)
+  PGvector vector;
+
+  @Column(length = 350)
+  PGsparsevec sparse;
+
+  @Column(length = 1200)
+  PGbit bit;
+
+  @Column(length = 420)
+  PGhalfvec halfvec;
+
+
+  public String getName() {
+    return name;
+  }
+
+  public void setName(String name) {
+    this.name = name;
+  }
+
+  public PGvector getVector() {
+    return vector;
+  }
+
+  public void setVector(PGvector vector) {
+    this.vector = vector;
+  }
+
+  public PGsparsevec getSparse() {
+    return sparse;
+  }
+
+  public void setSparse(PGsparsevec sparse) {
+    this.sparse = sparse;
+  }
+
+  public PGbit getBit() {
+    return bit;
+  }
+
+  public void setBit(PGbit bit) {
+    this.bit = bit;
+  }
+
+  public PGhalfvec getHalfvec() {
+    return halfvec;
+  }
+
+  public void setHalfvec(PGhalfvec halfvec) {
+    this.halfvec = halfvec;
+  }
+}

ebean-pgvector-types/src/test/java/org/example/domain/TestCachedBean.java

@@ -0,0 +1,35 @@
+package org.example.domain;
+
+import com.pgvector.PGbit;
+import com.pgvector.PGvector;
+import io.ebean.DB;
+import org.junit.jupiter.api.Test;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertNotNull;
+
+class TestCachedBean {
+
+  @Test
+  void testCache() {
+    var v = new PGvector(TestInsertQuery.randomVector(800));
+    var b = new PGbit((TestInsertQuery.randomBitArray(200)));
+    CachedBean cb = new CachedBean();
+    cb.setName("test");
+    cb.setVector(v);
+    cb.setBit(b);
+    DB.insert(cb);
+
+    CachedBean r1 = DB.find(CachedBean.class, cb.getId());
+    assertNotNull(r1);
+    assertEquals(v, r1.getVector());
+    assertEquals(b, r1.getBit());
+
+    CachedBean r2 = DB.find(CachedBean.class, cb.getId());
+    assertNotNull(r2);
+    assertEquals(v, r2.getVector());
+    assertEquals(b, r2.getBit());
+
+    DB.delete(r2);
+  }
+}

ebean-pgvector-types/src/test/java/org/example/domain/TestInsertQuery.java

@@ -0,0 +1,136 @@
+package org.example.domain;
+
+import com.pgvector.PGbit;
+import com.pgvector.PGhalfvec;
+import com.pgvector.PGsparsevec;
+import com.pgvector.PGvector;
+import io.ebean.DB;
+import org.junit.jupiter.api.Test;
+
+import java.util.List;
+import java.util.Random;
+
+import static org.junit.jupiter.api.Assertions.*;
+
+class TestInsertQuery {
+
+  static float[] randomVector(int dim) {
+    Random rnd = new Random();
+    float[] vector = new float[dim];
+    for (int i = 0; i < dim; i++) {
+      vector[i] = rnd.nextFloat();
+    }
+    return vector;
+  }
+
+  static boolean compareHalfVectors(PGhalfvec v1, PGhalfvec v2) {
+    if (v1 == null || v2 == null) return v1 == v2;
+    float[] a1 = v1.toArray();
+    float[] a2 = v2.toArray();
+    if (a1.length != a2.length) return false;
+    for (int i = 0; i < a1.length; i++) {
+      if (Math.abs(a1[i] - a2[i]) > 0.001) return false;
+    }
+    return true;
+  }
+
+  static float[] randomSparseVector(int dim, int nonZeroCount) {
+    Random rnd = new Random();
+    float[] vector = new float[dim];
+    for (int i = 0; i < nonZeroCount; i++) {
+      int index;
+      do {
+        index = rnd.nextInt(dim);
+      } while (vector[index] != 0);
+      vector[index] = rnd.nextFloat();
+    }
+    return vector;
+  }
+
+  static boolean[] randomBitArray(int length) {
+    Random rnd = new Random();
+    boolean[] bits = new boolean[length];
+    for (int i = 0; i < length; i++) {
+      bits[i] = rnd.nextBoolean();
+    }
+    return bits;
+  }
+
+  @Test
+  public void insert() {
+    List<MyBean> list = DB.find(MyBean.class).findList();
+    for (MyBean MyBean : list) {
+      System.out.println(MyBean.getVector());
+    }
+
+    var v1 = new PGvector(randomVector(200));
+
+    MyBean myBean = new MyBean();
+    myBean.setName("test");
+    myBean.setVector(v1);
+    DB.save(myBean);
+
+    var dbBean = DB.find(MyBean.class, myBean.getId());
+    assertNotNull(dbBean);
+    assertEquals(myBean.getVector().toString(), dbBean.getVector().toString());
+  }
+
+  @Test
+  void differentTypes() {
+    var rv1 = new PGvector(randomVector(200));
+    var rv2 = new PGvector(randomVector(200));
+    var rh1 = new PGhalfvec(randomVector(420));
+    var rh2 = new PGhalfvec(randomVector(420));
+    var rb1 = new PGbit(randomBitArray(1200));
+    var rb2 = new PGbit(randomBitArray(1200));
+    var rs1 = new PGsparsevec(randomSparseVector(350, 2));
+    var rs2 = new PGsparsevec(randomSparseVector(350, 2));
+
+    MyBean b1 = new MyBean();
+    b1.setName("testTypes");
+    b1.setVector(rv1);
+    b1.setHalfvec(rh1);
+    b1.setBit(rb1);
+    b1.setSparse(rs1);
+    DB.save(b1);
+
+    MyBean b2 = new MyBean();
+    b2.setName("testTypes2");
+    b2.setVector(rv2);
+    b2.setHalfvec(rh2);
+    b2.setBit(rb2);
+    b2.setSparse(rs2);
+    DB.save(b2);
+
+    var f1 = DB.find(MyBean.class).where().eq("vector", rv1).findOne();
+    assertNotNull(f1);
+    assertEquals(b1.getId(), f1.getId());
+    assertEquals(b1.getVector(), f1.getVector());
+    assertTrue(compareHalfVectors(b1.getHalfvec(), f1.getHalfvec()));
+    assertEquals(b1.getBit(), f1.getBit());
+    assertEquals(b1.getSparse(), f1.getSparse());
+
+    var f2 = DB.find(MyBean.class).where().eq("sparse", rs2).findOne();
+    assertNotNull(f2);
+    assertEquals(b2.getId(), f2.getId());
+    assertEquals(b2.getVector(), f2.getVector());
+    assertTrue(compareHalfVectors(b2.getHalfvec(), f2.getHalfvec()));
+    assertEquals(b2.getBit(), f2.getBit());
+    assertEquals(b2.getSparse(), f2.getSparse());
+
+    var f3 = DB.find(MyBean.class).where().eq("bit", rb1).findOne();
+    assertNotNull(f3);
+    assertEquals(b1.getId(), f3.getId());
+    assertEquals(b1.getVector(), f3.getVector());
+    assertTrue(compareHalfVectors(b1.getHalfvec(), f3.getHalfvec()));
+    assertEquals(b1.getBit(), f3.getBit());
+    assertEquals(b1.getSparse(), f3.getSparse());
+
+    DB.delete(f1);
+
+    assertEquals(1, DB.find(MyBean.class).where().eq("halfvec", rh2).delete());
+    assertNull(DB.find(MyBean.class).where().eq("sparse", rs2).findOne());
+    assertNull(DB.find(MyBean.class).where().eq("bit", rb1).findOne());
+
+  }
+}

ebean-pgvector-types/src/test/resources/application-test.yml

@@ -0,0 +1,14 @@
+ebean:
+  dbSchema: mypgvectorapp
+
+  test:
+    #    useDocker: false
+    #    shutdown: stop # stop | remove
+    platform: pgvector
+    ddlMode: dropCreate # none | dropCreate | create | migration | createOnly | migrationDropCreate
+    dbName: mypgvectorapp
+
+    pgvector:
+      containerName: ebeanbuild_pgvector
+      port: 8432
+      image: pgvector/pgvector:pg18

ebean-pgvector-types/src/test/resources/logback-test.xml

@@ -0,0 +1,23 @@
+<configuration scan="true" scanPeriod="3 seconds">
+
+    <appender name="STDOUT" class="ch.qos.logback.core.ConsoleAppender">
+        <encoder class="ch.qos.logback.classic.encoder.PatternLayoutEncoder">
+            <Pattern>%d{HH:mm:ss.SSS} [%thread] %-5level %logger{36} - %msg%n
+            </Pattern>
+        </encoder>
+    </appender>
+
+    <root level="INFO">
+        <appender-ref ref="STDOUT"/>
+    </root>
+
+    <!-- Logging for SQL etc -->
+
+    <logger name="io.ebean.docker" level="TRACE"/>
+
+    <logger name="io.ebean.SQL" level="TRACE"/>
+    <logger name="io.ebean.TXN" level="TRACE"/>
+    <logger name="io.ebean.SUM" level="TRACE"/>
+    <logger name="io.ebean.DDL" level="TRACE"/>
+
+</configuration>

ebean-postgis-types/src/test/java/org/example/domain/TestInsertQuery.java

@@ -12,14 +12,13 @@ import org.postgis.Polygon;
 import java.sql.SQLException;
 import java.util.List;
 
-public class TestInsertQuery {
+class TestInsertQuery {
 
   /**
    * Not automated this test yet.
    */
   @Test
-  public void insert() throws SQLException {
-
+  void insert() throws SQLException {
 
     List<MyBean> list = DB.find(MyBean.class).findList();
     for (MyBean MyBean : list) {

ebean-test/pom.xml

@@ -12,8 +12,8 @@
   <artifactId>ebean-test</artifactId>
 
   <properties>
-    <bytebuddy.version>1.14.17</bytebuddy.version>
-    <assertj.version>3.26.0</assertj.version>
+    <bytebuddy.version>1.18.1</bytebuddy.version>
+    <assertj.version>3.27.6</assertj.version>
   </properties>
 
   <dependencies>

ebean-test/src/main/java/io/ebean/test/config/platform/PGvectorSetup.java

@@ -0,0 +1,49 @@
+package io.ebean.test.config.platform;
+
+import java.util.Properties;
+
+final class PGvectorSetup implements PlatformSetup {
+
+  @Override
+  public Properties setup(Config config) {
+    int defaultPort = config.isUseDocker() ? 8432 : 5432;
+    config.setDockerPlatform("pgvector");
+    config.ddlMode("dropCreate");
+    config.setDefaultPort(defaultPort);
+    config.setUsernameDefault();
+    config.setPasswordDefault();
+    config.setUrl("jdbc:postgresql://${host}:${port}/${databaseName}");
+    String schema = config.getSchema();
+    if (schema != null && !schema.equals(config.getUsername())) {
+      config.urlAppend("?currentSchema=" + schema);
+    }
+    config.setDriver("org.postgresql.Driver");
+    config.datasourceDefaults();
+    return dockerProperties(config);
+  }
+
+  private Properties dockerProperties(Config config) {
+    if (!config.isUseDocker()) {
+      return new Properties();
+    }
+    config.setExtensions("vector");
+    config.setDockerContainerName("ut_pgvector");
+    config.setDockerVersion("pg18");
+    return config.getDockerProperties();
+  }
+
+  @Override
+  public void setupExtraDbDataSource(Config config) {
+    int defaultPort = config.isUseDocker() ? 8432 : 5432;
+    config.setDefaultPort(defaultPort);
+    config.setExtraUsernameDefault();
+    config.setExtraDbPasswordDefault();
+    config.setExtraUrl("jdbc:postgresql://${host}:${port}/${databaseName}");
+    config.extraDatasourceDefaults();
+  }
+
+  @Override
+  public boolean isLocal() {
+    return false;
+  }
+}

ebean-test/src/main/java/io/ebean/test/config/platform/PlatformAutoConfig.java

@@ -26,6 +26,7 @@ public class PlatformAutoConfig {
     KNOWN_PLATFORMS.put("sqlite", new SqliteSetup());
     KNOWN_PLATFORMS.put("postgres", new PostgresSetup());
     KNOWN_PLATFORMS.put("postgis", new PostgisSetup());
+    KNOWN_PLATFORMS.put("pgvector", new PGvectorSetup());
     KNOWN_PLATFORMS.put("nuodb", new NuoDBSetup());
     KNOWN_PLATFORMS.put("mysql", new MySqlSetup());
     KNOWN_PLATFORMS.put("mariadb", new MariaDBSetup());

platforms/postgres/src/main/java/io/ebean/platform/postgres/PostgresPlatform.java

@@ -79,6 +79,11 @@ public class PostgresPlatform extends DatabasePlatform {
     dbTypeMap.put(DbType.CLOB, dbTypeText);
     dbTypeMap.put(DbType.LONGVARBINARY, dbBytea);
     dbTypeMap.put(DbType.LONGVARCHAR, dbTypeText);
+
+    dbTypeMap.put(DbType.VECTOR, new DbPlatformType("vector", 512, 2000, null));
+    dbTypeMap.put(DbType.VECTOR_HALF, new DbPlatformType("halfvec", 512, 4000, null));
+    dbTypeMap.put(DbType.VECTOR_BIT, new DbPlatformType("bit", 512, 64000, null));
+    dbTypeMap.put(DbType.VECTOR_SPARSE, new DbPlatformType("sparsevec", 512, 64000, null));
   }
 
   @Override

pom.xml

@@ -48,8 +48,8 @@
     <ebean-ddl-runner.version>2.3</ebean-ddl-runner.version>
     <ebean-migration-auto.version>1.2</ebean-migration-auto.version>
     <ebean-migration.version>14.3.0</ebean-migration.version>
-    <ebean-test-containers.version>7.15</ebean-test-containers.version>
-    <ebean-datasource.version>10.1</ebean-datasource.version>
+    <ebean-test-containers.version>7.17</ebean-test-containers.version>
+    <ebean-datasource.version>10.2</ebean-datasource.version>
     <ebean-agent.version>16.1.1</ebean-agent.version>
     <ebean-maven-plugin.version>16.1.1</ebean-maven-plugin.version>
     <surefire.useModulePath>false</surefire.useModulePath>
@@ -91,6 +91,7 @@
     <module>ebean-querybean</module>
     <module>ebean-postgis-types</module>
     <module>ebean-net-postgis-types</module>
+    <module>ebean-pgvector-types</module>
     <module>ebean-redis</module>
     <module>platforms</module>
     <module>composites</module>