hailin0 commented on code in PR #7628:
URL: https://github.com/apache/seatunnel/pull/7628#discussion_r1854166943


##########
seatunnel-e2e/seatunnel-transforms-v2-e2e/seatunnel-transforms-v2-e2e-part-1/src/test/java/org/apache/seatunnel/e2e/transform/TestCopyIT.java:
##########
@@ -32,4 +34,15 @@ public void testCopy(TestContainer container) throws 
IOException, InterruptedExc
         Container.ExecResult execResult = 
container.executeJob("/copy_transform.conf");
         Assertions.assertEquals(0, execResult.getExitCode());
     }
+
+    @DisabledOnContainer(
+            value = {},
+            type = {EngineType.SPARK},
+            disabledReason = "Currently SPARK do not multi table transform")

Review Comment:
   Why?



##########
seatunnel-engine/seatunnel-engine-server/src/main/java/org/apache/seatunnel/engine/server/task/flow/TransformFlowLifeCycle.java:
##########
@@ -89,6 +90,20 @@ public void received(Record<?> record) {
             // ack after #addState
             runningTask.ack(barrier);
             collector.collect(record);
+        } else if (record.getData() instanceof SchemaChangeEvent) {
+            if (prepareClose) {
+                return;
+            }
+            SchemaChangeEvent event = (SchemaChangeEvent) record.getData();
+            for (SeaTunnelTransform<T> t : transform) {
+                event = t.mapSchemaChangeEvent(event);

Review Comment:
   log print event before/after



##########
seatunnel-e2e/seatunnel-transforms-v2-e2e/seatunnel-transforms-v2-e2e-part-1/src/test/java/org/apache/seatunnel/e2e/transform/TestCopyIT.java:
##########
@@ -32,4 +34,15 @@ public void testCopy(TestContainer container) throws 
IOException, InterruptedExc
         Container.ExecResult execResult = 
container.executeJob("/copy_transform.conf");
         Assertions.assertEquals(0, execResult.getExitCode());
     }
+
+    @DisabledOnContainer(
+            value = {},
+            type = {EngineType.SPARK},
+            disabledReason = "Currently SPARK do not multi table transform")

Review Comment:
   Or please create an issue



##########
seatunnel-transforms-v2/src/main/java/org/apache/seatunnel/transform/common/AbstractMultiCatalogTransform.java:
##########
@@ -0,0 +1,134 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You 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 org.apache.seatunnel.transform.common;
+
+import org.apache.seatunnel.api.configuration.ReadonlyConfig;
+import org.apache.seatunnel.api.table.catalog.CatalogTable;
+import org.apache.seatunnel.api.table.catalog.TableIdentifier;
+import org.apache.seatunnel.api.table.catalog.TableSchema;
+import org.apache.seatunnel.api.table.type.SeaTunnelDataType;
+import org.apache.seatunnel.api.table.type.SeaTunnelRow;
+import org.apache.seatunnel.api.transform.SeaTunnelTransform;
+
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.function.Function;
+import java.util.regex.Pattern;
+import java.util.stream.Collectors;
+
+public abstract class AbstractMultiCatalogTransform implements 
SeaTunnelTransform<SeaTunnelRow> {

Review Comment:
   Add code comments



##########
seatunnel-transforms-v2/src/main/java/org/apache/seatunnel/transform/common/TransformCommonOptions.java:
##########
@@ -17,14 +17,37 @@
 
 package org.apache.seatunnel.transform.common;
 
+import 
org.apache.seatunnel.shade.com.fasterxml.jackson.core.type.TypeReference;
+
 import org.apache.seatunnel.api.configuration.Option;
 import org.apache.seatunnel.api.configuration.Options;
 
 import java.util.Arrays;
+import java.util.Collections;
+import java.util.List;
+import java.util.Map;
+
+public class TransformCommonOptions {
+
+    public static final Option<List<Map<String, Object>>> MULTI_TABLES =
+            Options.key("table_transform")
+                    .type(new TypeReference<List<Map<String, Object>>>() {})
+                    .defaultValue(Collections.emptyList())
+                    .withDescription("The table transform config");
 
-public final class CommonOptions {
+    public static final Option<String> TABLE_PATH =

Review Comment:
   add into docs



##########
seatunnel-engine/seatunnel-engine-server/src/main/java/org/apache/seatunnel/engine/server/task/flow/TransformFlowLifeCycle.java:
##########
@@ -89,6 +90,20 @@ public void received(Record<?> record) {
             // ack after #addState
             runningTask.ack(barrier);
             collector.collect(record);
+        } else if (record.getData() instanceof SchemaChangeEvent) {
+            if (prepareClose) {
+                return;
+            }
+            SchemaChangeEvent event = (SchemaChangeEvent) record.getData();
+            for (SeaTunnelTransform<T> t : transform) {
+                event = t.mapSchemaChangeEvent(event);
+                if (event == null) {
+                    break;

Review Comment:
   add log break details



##########
seatunnel-transforms-v2/src/main/java/org/apache/seatunnel/transform/common/AbstractMultiCatalogFlatMapTransform.java:
##########
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You 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 org.apache.seatunnel.transform.common;
+
+import org.apache.seatunnel.api.configuration.ReadonlyConfig;
+import org.apache.seatunnel.api.table.catalog.CatalogTable;
+import org.apache.seatunnel.api.table.type.SeaTunnelRow;
+import org.apache.seatunnel.api.transform.SeaTunnelFlatMapTransform;
+
+import java.util.List;
+
+public abstract class AbstractMultiCatalogFlatMapTransform extends 
AbstractMultiCatalogTransform

Review Comment:
   Add code comments



##########
seatunnel-core/seatunnel-flink-starter/seatunnel-flink-starter-common/src/main/java/org/apache/seatunnel/core/starter/flink/execution/TransformExecuteProcessor.java:
##########
@@ -130,7 +129,7 @@ public List<DataStreamTableInfo> 
execute(List<DataStreamTableInfo> upstreamDataS
                         resultTableName,
                         new DataStreamTableInfo(
                                 inputStream,
-                                
Collections.singletonList(transform.getProducedCatalogTable()),
+                                transform.getProducedCatalogTables(),

Review Comment:
   Do spark/zeta need to be modified?



##########
seatunnel-transforms-v2/src/main/java/org/apache/seatunnel/transform/common/AbstractMultiCatalogMapTransform.java:
##########
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You 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 org.apache.seatunnel.transform.common;
+
+import org.apache.seatunnel.api.configuration.ReadonlyConfig;
+import org.apache.seatunnel.api.table.catalog.CatalogTable;
+import org.apache.seatunnel.api.table.type.SeaTunnelRow;
+import org.apache.seatunnel.api.transform.SeaTunnelMapTransform;
+
+import java.util.List;
+
+public abstract class AbstractMultiCatalogMapTransform extends 
AbstractMultiCatalogTransform

Review Comment:
   Add code comments



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