mxm commented on code in PR #15996:
URL: https://github.com/apache/iceberg/pull/15996#discussion_r3332394248


##########
flink/v2.1/flink/src/main/java/org/apache/iceberg/flink/maintenance/operator/EqualityConvertReader.java:
##########
@@ -0,0 +1,225 @@
+/*
+ * 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.io.IOException;
+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.FileContent;
+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 {
+      if (task instanceof FileScanTask dataTask) {

Review Comment:
   I used to think so too, but there are code bases which use this quite 
extensively, e.g. Netty. We have an exhaustive check here which will fail on 
unexpected types. I'll reconsider.



##########
flink/v2.1/flink/src/main/java/org/apache/iceberg/flink/maintenance/operator/EqualityFieldSerializer.java:
##########
@@ -0,0 +1,95 @@
+/*
+ * 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.io.ByteArrayOutputStream;
+import java.io.DataOutputStream;
+import java.io.IOException;
+import java.io.UncheckedIOException;
+import java.nio.ByteBuffer;
+import java.util.List;
+import org.apache.iceberg.StructLike;
+import org.apache.iceberg.types.Conversions;
+import org.apache.iceberg.types.Type;
+import org.apache.iceberg.types.Types;
+
+/**
+ * Serializes equality field values into an {@link SerializedEqualityValues} 
for use as a Flink
+ * keyed state key.
+ *
+ * <p>Keys are prefixed with the partition spec id and partition values. This 
scopes the index by
+ * partition so equality deletes only match data rows in the same partition 
and spec.

Review Comment:
   Fair. We only need the partition id, not the partition value itself. I've 
dropped the partition value.



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