nianliuu

plugin-mapping.properties

@@ -156,5 +156,5 @@ seatunnel.source.Qdrant = connector-qdrant
 seatunnel.sink.Qdrant = connector-qdrant
 seatunnel.source.TencentVectorDB = connector-tencent-vectordb
 setunnel.source.AstraDB = connector-astradb
-seatunnel.sink.Shopify = connector-shopify
+seatunnel.source.Shopify = connector-shopify
 

pom.xml

@@ -59,7 +59,7 @@
         <revision>2.3.8-SNAPSHOT</revision>
         <seatunnel.config.shade.version>2.1.1</seatunnel.config.shade.version>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
-        <java.version>17</java.version>
+        <java.version>11</java.version>
         <scala.version>2.12.15</scala.version>
         <scala.binary.version>2.12</scala.binary.version>
         <maven.compiler.source>${java.version}</maven.compiler.source>
@@ -102,7 +102,7 @@
         <elasticsearch6.client.version>6.3.1</elasticsearch6.client.version>
         <elasticsearch7.client.version>7.5.1</elasticsearch7.client.version>
         <flink-shaded-hadoop-2.version>2.7.5-7.0</flink-shaded-hadoop-2.version>
-        <commons-lang3.version>3.5</commons-lang3.version>
+        <commons-lang3.version>3.17.0</commons-lang3.version>
         <commons-io.version>2.11.0</commons-io.version>
         <commons-collections4.version>4.4</commons-collections4.version>
         <commons-csv.version>1.10.0</commons-csv.version>

seatunnel-api/src/main/java/org/apache/seatunnel/api/table/type/SeaTunnelRow.java

@@ -216,7 +216,7 @@ private int getBytesForArray(Object v, SeaTunnelDataType<?> dataType) {
             case INT:
                 return getArrayNotNullSize((Integer[]) v) * 4;
             case FLOAT:
-                return getArrayNotNullSize((Float[]) v) * 4;
+                return getArrayNotNullSize((Object[]) v) * 4;
             case BIGINT:
                 return getArrayNotNullSize((Long[]) v) * 8;
             case DOUBLE:

seatunnel-connectors-v2/connector-iceberg/pom.xml

@@ -54,6 +54,54 @@
             <version>${project.version}</version>
         </dependency>
 
+        <dependency>
+            <groupId>org.apache.iceberg</groupId>
+            <artifactId>iceberg-spark-runtime-3.3_2.12</artifactId>
+            <version>1.5.0</version>
+        </dependency>
+        <!-- https://mvnrepository.com/artifact/org.apache.spark/spark-sql -->
+        <dependency>
+            <groupId>org.apache.spark</groupId>
+            <artifactId>spark-sql_2.12</artifactId>
+            <version>3.3.0</version>
+        </dependency>
+
+        <dependency>
+            <groupId>org.apache.spark</groupId>
+            <artifactId>spark-catalyst_2.12</artifactId>
+            <version>3.3.0</version>
+            <scope>test</scope>
+        </dependency>
+
+        <!-- https://mvnrepository.com/artifact/software.amazon.awssdk/s3 -->
+        <dependency>
+            <groupId>software.amazon.awssdk</groupId>
+            <artifactId>s3</artifactId>
+            <version>2.29.46</version>
+        </dependency>
+
+        <!-- https://mvnrepository.com/artifact/software.amazon.awssdk/sts -->
+        <dependency>
+            <groupId>software.amazon.awssdk</groupId>
+            <artifactId>sts</artifactId>
+            <version>2.29.46</version>
+        </dependency>
+        <dependency>
+            <groupId>software.amazon.awssdk</groupId>
+            <artifactId>kms</artifactId>
+            <version>2.29.46</version>
+        </dependency>
+        <dependency>
+            <groupId>software.amazon.awssdk</groupId>
+            <artifactId>dynamodb</artifactId>
+            <version>2.29.46</version>
+        </dependency>
+        <dependency>
+            <groupId>software.amazon.awssdk</groupId>
+            <artifactId>glue</artifactId>
+            <version>2.29.46</version>
+        </dependency>
+
         <dependency>
             <groupId>org.apache.iceberg</groupId>
             <artifactId>iceberg-core</artifactId>
@@ -244,6 +292,11 @@
                                     <!--suppress UnresolvedMavenProperty -->
                                     <shadedPattern>${seatunnel.shade.package}.${connector.name}.shaded.parquet</shadedPattern>
                                 </relocation>
+                                <relocation>
+                                    <pattern>org.apache.spark</pattern>
+                                    <!--suppress UnresolvedMavenProperty -->
+                                    <shadedPattern>iceberg.org.apache.spark</shadedPattern>
+                                </relocation>
                             </relocations>
                         </configuration>
                     </execution>

seatunnel-connectors-v2/connector-iceberg/src/main/java/org/apache/seatunnel/connectors/seatunnel/iceberg/catalog/IcebergCatalog.java

@@ -17,6 +17,11 @@
 
 package org.apache.seatunnel.connectors.seatunnel.iceberg.catalog;
 
+import org.apache.commons.lang3.StringUtils;
+import org.apache.iceberg.data.IcebergGenerics;
+import org.apache.iceberg.data.Record;
+import org.apache.iceberg.expressions.Expressions;
+import org.apache.iceberg.io.CloseableIterable;
 import org.apache.seatunnel.api.configuration.ReadonlyConfig;
 import org.apache.seatunnel.api.table.catalog.Catalog;
 import org.apache.seatunnel.api.table.catalog.CatalogTable;
@@ -31,9 +36,12 @@
 import org.apache.seatunnel.api.table.catalog.exception.DatabaseNotExistException;
 import org.apache.seatunnel.api.table.catalog.exception.TableAlreadyExistException;
 import org.apache.seatunnel.api.table.catalog.exception.TableNotExistException;
+import org.apache.seatunnel.api.table.type.ArrayType;
 import org.apache.seatunnel.api.table.type.SeaTunnelDataType;
+import org.apache.seatunnel.api.table.type.VectorType;
 import org.apache.seatunnel.connectors.seatunnel.iceberg.IcebergCatalogLoader;
 import org.apache.seatunnel.connectors.seatunnel.iceberg.config.CommonConfig;
+import org.apache.seatunnel.connectors.seatunnel.iceberg.config.SourceConfig;
 import org.apache.seatunnel.connectors.seatunnel.iceberg.utils.SchemaUtils;
 
 import org.apache.iceberg.PartitionField;
@@ -51,6 +59,7 @@
 import java.io.Closeable;
 import java.io.IOException;
 import java.util.ArrayList;
+import java.util.Collections;
 import java.util.List;
 import java.util.Optional;
 import java.util.Set;
@@ -230,29 +239,34 @@ public CatalogTable toCatalogTable(Table icebergTable, TablePath tablePath) {
         Schema schema = icebergTable.schema();
         List<Types.NestedField> columns = schema.columns();
         TableSchema.Builder builder = TableSchema.builder();
+
         columns.forEach(
                 nestedField -> {
                     String name = nestedField.name();
                     SeaTunnelDataType<?> seaTunnelType =
                             SchemaUtils.toSeaTunnelType(name, nestedField.type());
+                    Integer scale = null;
+                    if(seaTunnelType.equals(ArrayType.FLOAT_ARRAY_TYPE)){
+                        seaTunnelType = VectorType.VECTOR_FLOAT_TYPE;
+                        scale = getScale(icebergTable, name);
+                    }
                     PhysicalColumn physicalColumn =
                             PhysicalColumn.of(
                                     name,
                                     seaTunnelType,
                                     (Long) null,
+                                    scale,
                                     nestedField.isOptional(),
                                     null,
                                     nestedField.doc());
                     builder.column(physicalColumn);
                 });
-        Optional.ofNullable(schema.identifierFieldNames())
-                .map(
-                        (Function<Set<String>, Object>)
-                                names ->
-                                        builder.primaryKey(
-                                                PrimaryKey.of(
-                                                        tablePath.getTableName() + "_pk",
-                                                        new ArrayList<>(names))));
+        if(StringUtils.isNotEmpty(readonlyConfig.get(SourceConfig.PRIMARY_KEY))){
+            String primaryKey = readonlyConfig.get(SourceConfig.PRIMARY_KEY);
+            builder.primaryKey(
+                    PrimaryKey.of(
+                            tablePath.getTableName() + "_pk", Collections.singletonList(primaryKey)));
+        }
         List<String> partitionKeys =
                 icebergTable.spec().fields().stream()
                         .map(PartitionField::name)
@@ -268,6 +282,17 @@ public CatalogTable toCatalogTable(Table icebergTable, TablePath tablePath) {
                 catalogName);
     }
 
+    private Integer getScale(Table icebergTable, String name) {
+        CloseableIterable<Record> result = IcebergGenerics.read(icebergTable)
+                .build();
+        if (result.iterator().hasNext()) {
+            Record record = result.iterator().next();
+            List<Object> vector = (List<Object>) record.getField(name);
+            return vector.size();
+        }
+        return null;
+    }
+
     @Override
     public PreviewResult previewAction(
             ActionType actionType, TablePath tablePath, Optional<CatalogTable> catalogTable) {

seatunnel-connectors-v2/connector-iceberg/src/main/java/org/apache/seatunnel/connectors/seatunnel/iceberg/config/SourceConfig.java

@@ -73,6 +73,11 @@ public class SourceConfig extends CommonConfig {
                     .enumType(IcebergStreamScanStrategy.class)
                     .defaultValue(FROM_LATEST_SNAPSHOT)
                     .withDescription(" the iceberg strategy of stream scanning");
+    public static final Option<String> PRIMARY_KEY =
+            Options.key("primary_key")
+                    .stringType()
+                    .noDefaultValue()
+                    .withDescription(" the iceberg primary key");
 
     private Long startSnapshotTimestamp;
     private Long startSnapshotId;

seatunnel-connectors-v2/connector-iceberg/src/main/java/org/apache/seatunnel/connectors/seatunnel/iceberg/data/DefaultDeserializer.java

@@ -22,7 +22,9 @@
 import org.apache.seatunnel.api.table.type.SeaTunnelDataType;
 import org.apache.seatunnel.api.table.type.SeaTunnelRow;
 import org.apache.seatunnel.api.table.type.SeaTunnelRowType;
+import org.apache.seatunnel.api.table.type.VectorType;
 import org.apache.seatunnel.common.exception.CommonErrorCodeDeprecated;
+import org.apache.seatunnel.common.utils.BufferUtils;
 import org.apache.seatunnel.connectors.seatunnel.iceberg.exception.IcebergConnectorException;
 
 import org.apache.iceberg.Schema;
@@ -119,6 +121,13 @@ private Object convert(
             case LIST:
                 List icebergList = List.class.cast(icebergValue);
                 Types.ListType icebergListType = (Types.ListType) icebergType;
+                if(seaTunnelType.equals( VectorType.VECTOR_FLOAT_TYPE)){
+                    Float[] arrays = new Float[icebergList.size()];
+                    for (int i = 0; i < icebergList.size(); i++) {
+                        arrays[i] = Float.parseFloat(icebergList.get(i).toString());
+                    }
+                    return BufferUtils.toByteBuffer(arrays);
+                }
                 List seatunnelList = new ArrayList(icebergList.size());
                 ArrayType seatunnelListType = (ArrayType) seaTunnelType;
                 for (int i = 0; i < icebergList.size(); i++) {

seatunnel-connectors-v2/connector-iceberg/src/main/java/org/apache/seatunnel/connectors/seatunnel/iceberg/source/IcebergSource.java

@@ -17,6 +17,7 @@
 
 package org.apache.seatunnel.connectors.seatunnel.iceberg.source;
 
+import org.apache.seatunnel.api.table.type.VectorType;
 import org.apache.seatunnel.shade.com.typesafe.config.Config;
 
 import org.apache.seatunnel.api.common.JobContext;
@@ -75,7 +76,7 @@ public class IcebergSource
     public IcebergSource(ReadonlyConfig config, CatalogTable catalogTable) {
         this.sourceConfig = SourceConfig.loadConfig(config);
         this.tableSchema = loadIcebergSchema(sourceConfig);
-        this.seaTunnelRowType = loadSeaTunnelRowType(tableSchema, config.toConfig());
+        this.seaTunnelRowType = catalogTable.getTableSchema().toPhysicalRowDataType();
         this.projectedSchema = tableSchema.select(seaTunnelRowType.getFieldNames());
         this.catalogTable = catalogTable;
     }
@@ -113,15 +114,18 @@ private SeaTunnelRowType loadSeaTunnelRowType(Schema tableSchema, Config pluginC
 
         CheckResult checkResult =
                 CheckConfigUtil.checkAllExists(pluginConfig, TableSchemaOptions.SCHEMA.key());
+        SeaTunnelRowType projectedRowType =
+                CatalogTableUtil.buildWithConfig(pluginConfig).getSeaTunnelRowType();
         if (checkResult.isSuccess()) {
-            SeaTunnelRowType projectedRowType =
-                    CatalogTableUtil.buildWithConfig(pluginConfig).getSeaTunnelRowType();
             for (int i = 0; i < projectedRowType.getFieldNames().length; i++) {
                 String fieldName = projectedRowType.getFieldName(i);
                 SeaTunnelDataType<?> projectedFieldType = projectedRowType.getFieldType(i);
                 int originalFieldIndex = originalRowType.indexOf(fieldName);
                 SeaTunnelDataType<?> originalFieldType =
                         originalRowType.getFieldType(originalFieldIndex);
+                if(projectedFieldType.equals(VectorType.VECTOR_FLOAT_TYPE)){
+                    continue;
+                }
                 checkArgument(
                         projectedFieldType.equals(originalFieldType),
                         String.format(
@@ -130,7 +134,7 @@ private SeaTunnelRowType loadSeaTunnelRowType(Schema tableSchema, Config pluginC
             }
             return projectedRowType;
         }
-        return originalRowType;
+        return projectedRowType;
     }
 
     @Override

seatunnel-connectors-v2/connector-milvus/src/main/java/org/apache/seatunnel/connectors/seatunnel/milvus/sink/MilvusSinkWriter.java

@@ -75,8 +75,8 @@ public class MilvusSinkWriter
     private final DescribeCollectionResp  describeCollectionResp;
     private final Boolean hasPartitionKey;
 
-    private final static AtomicLong writeCount = new AtomicLong();
-    private final static AtomicLong writeCache = new AtomicLong();
+    private final static AtomicLong writeCount = new AtomicLong(0);
+    private final static AtomicLong writeCache = new AtomicLong(0);
 
     public MilvusSinkWriter(
             Context context,

seatunnel-connectors-v2/connector-milvus/src/main/java/org/apache/seatunnel/connectors/seatunnel/milvus/sink/catalog/CatalogUtils.java

@@ -2,7 +2,9 @@
 
 import io.milvus.v2.client.MilvusClientV2;
 import io.milvus.v2.common.ConsistencyLevel;
+import io.milvus.v2.common.DataType;
 import io.milvus.v2.common.IndexParam;
+import io.milvus.v2.service.collection.request.AddFieldReq;
 import io.milvus.v2.service.collection.request.CreateCollectionReq;
 import io.milvus.v2.service.index.request.CreateIndexReq;
 import lombok.extern.slf4j.Slf4j;

seatunnel-dist/pom.xml

@@ -293,6 +293,12 @@
                     <version>${project.version}</version>
                     <scope>provided</scope>
                 </dependency>
+                <dependency>
+                    <groupId>org.apache.seatunnel</groupId>
+                    <artifactId>connector-iceberg</artifactId>
+                    <version>${project.version}</version>
+                    <scope>provided</scope>
+                </dependency>
 <!--                <dependency>-->
 <!--                    <groupId>org.apache.seatunnel</groupId>-->
 <!--                    <artifactId>connector-assert</artifactId>-->

seatunnel-examples/seatunnel-engine-examples/pom.xml

@@ -65,6 +65,12 @@
             <version>${project.version}</version>
         </dependency>
 
+        <dependency>
+            <groupId>org.apache.seatunnel</groupId>
+            <artifactId>connector-iceberg</artifactId>
+            <version>${project.version}</version>
+        </dependency>
+
         <dependency>
             <groupId>org.apache.seatunnel</groupId>
             <artifactId>connector-tencent-vectordb</artifactId>

seatunnel-examples/seatunnel-engine-examples/src/main/java/org/apache/seatunnel/example/engine/SeaTunnelEngineExample.java

@@ -31,7 +31,7 @@ public class SeaTunnelEngineExample {
 
     public static void main(String[] args)
             throws FileNotFoundException, URISyntaxException, CommandException {
-        String configurePath = args.length > 0 ? args[0] : "/examples/milvus.conf";
+        String configurePath = args.length > 0 ? args[0] : "/examples/iceberg.conf";
         String configFile = getTestConfigFile(configurePath);
         ClientCommandArgs clientCommandArgs = new ClientCommandArgs();
         clientCommandArgs.setConfigFile(configFile);