openinx commented on a change in pull request #3477:
URL: https://github.com/apache/iceberg/pull/3477#discussion_r749028562



##########
File path: 
flink/v1.12/flink/src/test/java/org/apache/iceberg/flink/source/TestProjectMetaColumn.java
##########
@@ -0,0 +1,180 @@
+/*
+ * 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.iceberg.flink.source;
+
+import java.io.IOException;
+import java.util.List;
+import org.apache.flink.table.data.GenericRowData;
+import org.apache.flink.table.data.RowData;
+import org.apache.iceberg.DataFile;
+import org.apache.iceberg.DeleteFile;
+import org.apache.iceberg.FileFormat;
+import org.apache.iceberg.RowDelta;
+import org.apache.iceberg.SerializableTable;
+import org.apache.iceberg.Table;
+import org.apache.iceberg.TableProperties;
+import org.apache.iceberg.flink.SimpleDataUtil;
+import org.apache.iceberg.flink.TableLoader;
+import org.apache.iceberg.flink.TestHelpers;
+import org.apache.iceberg.flink.data.RowDataProjection;
+import org.apache.iceberg.flink.sink.RowDataTaskWriterFactory;
+import org.apache.iceberg.flink.sink.TaskWriterFactory;
+import org.apache.iceberg.io.TaskWriter;
+import org.apache.iceberg.io.WriteResult;
+import org.apache.iceberg.relocated.com.google.common.collect.ImmutableList;
+import org.apache.iceberg.relocated.com.google.common.collect.ImmutableMap;
+import org.apache.iceberg.relocated.com.google.common.collect.Lists;
+import org.junit.Assert;
+import org.junit.Rule;
+import org.junit.Test;
+import org.junit.rules.TemporaryFolder;
+import org.junit.runner.RunWith;
+import org.junit.runners.Parameterized;
+
+@RunWith(Parameterized.class)
+public class TestProjectMetaColumn {
+
+  @Rule
+  public final TemporaryFolder folder = new TemporaryFolder();
+  private final FileFormat format;
+
+  @Parameterized.Parameters(name = "fileFormat={0}")
+  public static Iterable<Object[]> parameters() {
+    return Lists.newArrayList(
+        new Object[] {FileFormat.PARQUET},
+        new Object[] {FileFormat.ORC},
+        new Object[] {FileFormat.AVRO}
+    );
+  }
+
+  public TestProjectMetaColumn(FileFormat format) {
+    this.format = format;
+  }
+
+  private void testSkipToRemoveMetaColumn(int formatVersion) throws 
IOException {
+    // Create the table with given format version.
+    String location = folder.getRoot().getAbsolutePath();
+    Table table = SimpleDataUtil.createTable(location,
+        ImmutableMap.of("format-version", String.valueOf(formatVersion)),
+        false);
+
+    List<RowData> rows = Lists.newArrayList(
+        SimpleDataUtil.createInsert(1, "AAA"),
+        SimpleDataUtil.createInsert(2, "BBB"),
+        SimpleDataUtil.createInsert(3, "CCC")
+    );
+    writeAndCommit(table, ImmutableList.of(), false, rows);
+
+    FlinkInputFormat input = FlinkSource
+        .forRowData()
+        .tableLoader(TableLoader.fromHadoopTable(location))
+        .buildFormat();
+
+    List<RowData> results = Lists.newArrayList();
+    TestHelpers.readRowData(input, rowData -> {
+      // If project to remove the meta columns, it will get a 
RowDataProjection.
+      Assert.assertTrue(rowData instanceof GenericRowData);
+      results.add(TestHelpers.copyRowData(rowData, SimpleDataUtil.ROW_TYPE));
+    });
+
+    // Assert the results.
+    TestHelpers.assertRows(rows, results, SimpleDataUtil.ROW_TYPE);
+  }
+
+  @Test
+  public void testV1SkipToRemoveMetaColumn() throws IOException {
+    testSkipToRemoveMetaColumn(1);
+  }
+
+  @Test
+  public void testV2SkipToRemoveMetaColumn() throws IOException {
+    testSkipToRemoveMetaColumn(2);
+  }
+
+  @Test
+  public void testV2RemoveMetaColumn() throws Exception {
+    // Create the v2 table.
+    String location = folder.getRoot().getAbsolutePath();
+    Table table = SimpleDataUtil.createTable(location, 
ImmutableMap.of("format-version", "2"), false);
+
+    List<RowData> rows = Lists.newArrayList(
+        SimpleDataUtil.createInsert(1, "AAA"),
+        SimpleDataUtil.createDelete(1, "AAA"),
+        SimpleDataUtil.createInsert(2, "AAA"),
+        SimpleDataUtil.createInsert(2, "BBB")
+    );
+    int eqFieldId = table.schema().findField("data").fieldId();
+    writeAndCommit(table, ImmutableList.of(eqFieldId), true, rows);
+
+    FlinkInputFormat input = FlinkSource
+        .forRowData()
+        .tableLoader(TableLoader.fromHadoopTable(location))
+        .buildFormat();
+
+    List<RowData> results = Lists.newArrayList();
+    TestHelpers.readRowData(input, rowData -> {
+      // If project to remove the meta columns, it will get a 
RowDataProjection.
+      Assert.assertTrue(rowData instanceof RowDataProjection);

Review comment:
       For v2 table with eq-deletes or pos-deletes to merge,  we will add 
`_pos`, `file_path`, `is_deleted` meta columns.  For flink engine,  we will 
need to project the row data to remove the extra meta columns for users.  The 
`RowDataProjection` was introduced since here 
https://github.com/apache/iceberg/pull/3240/files#diff-aed36b23cf7e6110f84bd3b34307240d2174b2be2edb987dfcd22ff15ab75f72R81-R83




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