pvary commented on code in PR #15996:
URL: https://github.com/apache/iceberg/pull/15996#discussion_r3266789969


##########
flink/v2.1/flink/src/main/java/org/apache/iceberg/flink/maintenance/operator/EqualityConvertReader.java:
##########
@@ -0,0 +1,188 @@
+/*
+ * 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.maintenance.operator;
+
+import java.util.List;
+import java.util.Set;
+import org.apache.flink.annotation.Internal;
+import org.apache.flink.api.common.functions.OpenContext;
+import org.apache.flink.streaming.api.functions.ProcessFunction;
+import org.apache.flink.util.Collector;
+import org.apache.flink.util.OutputTag;
+import org.apache.iceberg.Accessor;
+import org.apache.iceberg.ContentFile;
+import org.apache.iceberg.ContentScanTask;
+import org.apache.iceberg.DeleteFile;
+import org.apache.iceberg.FileScanTask;
+import org.apache.iceberg.MetadataColumns;
+import org.apache.iceberg.Schema;
+import org.apache.iceberg.StructLike;
+import org.apache.iceberg.Table;
+import org.apache.iceberg.data.BaseDeleteLoader;
+import org.apache.iceberg.data.DeleteLoader;
+import org.apache.iceberg.data.Record;
+import org.apache.iceberg.deletes.PositionDeleteIndex;
+import org.apache.iceberg.flink.TableLoader;
+import org.apache.iceberg.formats.FormatModelRegistry;
+import org.apache.iceberg.formats.ReadBuilder;
+import org.apache.iceberg.io.CloseableIterable;
+import org.apache.iceberg.io.InputFile;
+import org.apache.iceberg.relocated.com.google.common.base.Preconditions;
+import org.apache.iceberg.relocated.com.google.common.collect.Lists;
+import org.apache.iceberg.relocated.com.google.common.collect.Sets;
+import org.apache.iceberg.types.TypeUtil;
+import org.apache.iceberg.types.Types;
+import org.apache.iceberg.util.ContentFileUtil;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+/**
+ * Parallel reader that processes {@link ReadCommand}s from the planner and 
emits {@link
+ * IndexCommand}s. Dispatches on the wrapped {@link ContentScanTask} subtype: 
{@link FileScanTask}
+ * (data file) emits {@code ADD_DATA_ROW} per row, our equality-delete task 
emits {@code
+ * RESOLVE_DELETE} per row.
+ */
+@Internal
+public class EqualityConvertReader extends ProcessFunction<ReadCommand, 
IndexCommand> {
+
+  private static final Logger LOG = 
LoggerFactory.getLogger(EqualityConvertReader.class);
+
+  public static final OutputTag<DVPosition> READER_ABORT_STREAM =
+      new OutputTag<>("reader-abort-stream") {};
+
+  private final TableLoader tableLoader;
+  private final List<Integer> eqFieldIds;
+
+  private transient Table table;
+  private transient EqualityFieldSerializer fieldSerializer;
+  private transient DeleteLoader deleteLoader;
+
+  public EqualityConvertReader(TableLoader tableLoader, List<Integer> 
eqFieldIds) {
+    Preconditions.checkArgument(
+        eqFieldIds != null && !eqFieldIds.isEmpty(), "eqFieldIds must not be 
null or empty");
+    this.tableLoader = tableLoader;
+    this.eqFieldIds = Lists.newArrayList(eqFieldIds);
+  }
+
+  @Override
+  public void open(OpenContext openContext) throws Exception {
+    super.open(openContext);
+    if (!tableLoader.isOpen()) {
+      tableLoader.open();
+    }
+
+    table = tableLoader.loadTable();
+    fieldSerializer = new EqualityFieldSerializer();
+    deleteLoader = new BaseDeleteLoader(deleteFile -> 
table.io().newInputFile(deleteFile));
+  }
+
+  @Override
+  public void processElement(ReadCommand cmd, Context ctx, 
Collector<IndexCommand> out)
+      throws Exception {
+    ContentScanTask<?> task = cmd.task();
+    ContentFile<?> file = task.file();
+    try {
+      Schema keySchema = findSchema(file);
+      boolean isDataFile = task instanceof FileScanTask;
+      Schema readSchema = isDataFile ? appendRowPosition(keySchema) : 
keySchema;
+
+      PositionDeleteIndex existingDeletes =
+          isDataFile ? loadExistingDVs((FileScanTask) task, file.location()) : 
null;
+
+      int specId = file.specId();
+      StructLike partition = file.partition();
+      Types.StructType partitionType = 
table.specs().get(specId).partitionType();
+
+      InputFile input = table.io().newInputFile(file.location());
+      ReadBuilder<Record, Schema> builder =
+          FormatModelRegistry.readBuilder(file.format(), Record.class, input);
+      try (CloseableIterable<Record> records = 
builder.project(readSchema).build()) {
+        Accessor<StructLike> posAccessor =
+            isDataFile ? 
readSchema.accessorForField(MetadataColumns.ROW_POSITION.fieldId()) : null;
+        for (Record record : records) {
+          SerializedEqualityValues key =
+              fieldSerializer.serializeKey(
+                  record, keySchema.asStruct(), specId, partition, 
partitionType);
+          if (isDataFile) {
+            long position = (long) posAccessor.get(record);
+            if (existingDeletes != null && 
existingDeletes.isDeleted(position)) {
+              continue;
+            }
+
+            out.collect(
+                IndexCommand.addDataRow(cmd.mainSnapshotId(), key, 
file.location(), position));
+          } else {
+            out.collect(IndexCommand.resolveDelete(cmd.mainSnapshotId(), key));
+          }
+        }
+      }
+    } catch (Exception e) {
+      LOG.error("Reader failed to process command for file={}", 
file.location(), e);
+      ctx.output(TaskResultAggregator.ERROR_STREAM, e);
+      ctx.output(READER_ABORT_STREAM, DVPosition.ABORT);
+    }
+  }
+
+  @Override
+  public void close() throws Exception {
+    super.close();
+    tableLoader.close();
+  }
+
+  private Schema appendRowPosition(Schema keySchema) {
+    List<Types.NestedField> columns = Lists.newArrayList(keySchema.columns());
+    columns.add(MetadataColumns.ROW_POSITION);
+    return new Schema(columns);
+  }
+
+  private PositionDeleteIndex loadExistingDVs(FileScanTask task, String 
dataFilePath) {
+    List<DeleteFile> dvs = Lists.newArrayList();
+    for (DeleteFile deleteFile : task.deletes()) {
+      if (ContentFileUtil.isDV(deleteFile)) {
+        dvs.add(deleteFile);
+      }
+    }
+
+    if (dvs.isEmpty()) {
+      return null;
+    }
+
+    return deleteLoader.loadPositionDeletes(dvs, dataFilePath);
+  }
+
+  private Schema findSchema(ContentFile<?> file) {

Review Comment:
   nit: `keySchema`



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