pvary commented on code in PR #15996:
URL: https://github.com/apache/iceberg/pull/15996#discussion_r3280415996


##########
flink/v2.1/flink/src/main/java/org/apache/iceberg/flink/maintenance/operator/EqualityConvertDVResolver.java:
##########
@@ -0,0 +1,281 @@
+/*
+ * 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.io.UncheckedIOException;
+import java.util.List;
+import java.util.Map;
+import org.apache.flink.annotation.Internal;
+import org.apache.flink.streaming.api.operators.AbstractStreamOperator;
+import org.apache.flink.streaming.api.operators.TwoInputStreamOperator;
+import org.apache.flink.streaming.api.watermark.Watermark;
+import org.apache.flink.streaming.runtime.streamrecord.StreamRecord;
+import org.apache.iceberg.DataFile;
+import org.apache.iceberg.DeleteFile;
+import org.apache.iceberg.FileFormat;
+import org.apache.iceberg.ManifestFile;
+import org.apache.iceberg.ManifestFiles;
+import org.apache.iceberg.ManifestReader;
+import org.apache.iceberg.PartitionSpec;
+import org.apache.iceberg.Snapshot;
+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.deletes.BaseDVFileWriter;
+import org.apache.iceberg.deletes.PositionDeleteIndex;
+import org.apache.iceberg.flink.TableLoader;
+import org.apache.iceberg.io.DeleteWriteResult;
+import org.apache.iceberg.io.OutputFileFactory;
+import org.apache.iceberg.relocated.com.google.common.collect.ImmutableList;
+import org.apache.iceberg.relocated.com.google.common.collect.Lists;
+import org.apache.iceberg.relocated.com.google.common.collect.Maps;
+import org.apache.iceberg.util.ContentFileUtil;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+/**
+ * Keyed parallel resolver that buffers {@link DVPosition}s per data-file 
path, then writes Puffin
+ * DV files directly via {@link BaseDVFileWriter}. Plan metadata arrives 
broadcast on input 2, so
+ * every parallel task sees the cycle's metadata and can validate against the 
main snapshot.
+ *
+ * <p>Buffered positions are transient per-task. On failure recovery, upstream 
replay rebuilds them.
+ */
+@Internal
+public class EqualityConvertDVResolver extends 
AbstractStreamOperator<DVMergeResult>
+    implements TwoInputStreamOperator<DVPosition, EqualityConvertPlanResult, 
DVMergeResult> {
+
+  private static final Logger LOG = 
LoggerFactory.getLogger(EqualityConvertDVResolver.class);
+
+  private final String tableName;
+  private final String taskName;
+  private final TableLoader tableLoader;
+  private final String targetBranch;
+
+  private transient Table table;
+  private transient OutputFileFactory fileFactory;
+  private transient DeleteLoader deleteLoader;
+  private transient Map<String, List<Long>> positionsByFile;
+  private transient EqualityConvertPlanResult planResult;
+  private transient boolean hasUpstreamError;
+
+  public EqualityConvertDVResolver(
+      String tableName, String taskName, TableLoader tableLoader, String 
targetBranch) {
+    this.tableName = tableName;
+    this.taskName = taskName;
+    this.tableLoader = tableLoader;
+    this.targetBranch = targetBranch;
+  }
+
+  @Override
+  public void open() throws Exception {
+    super.open();
+    if (!tableLoader.isOpen()) {
+      tableLoader.open();
+    }
+
+    table = tableLoader.loadTable();
+    int subtaskIndex = 
getRuntimeContext().getTaskInfo().getIndexOfThisSubtask();
+    fileFactory =
+        OutputFileFactory.builderFor(table, subtaskIndex, 
0L).format(FileFormat.PUFFIN).build();
+    deleteLoader = new BaseDeleteLoader(deleteFile -> 
table.io().newInputFile(deleteFile));
+    positionsByFile = Maps.newHashMap();
+  }
+
+  @Override
+  public void processElement1(StreamRecord<DVPosition> record) {
+    DVPosition pos = record.getValue();
+    if (pos.isAbort()) {
+      hasUpstreamError = true;
+    }
+
+    if (!hasUpstreamError) {
+      positionsByFile
+          .computeIfAbsent(pos.dataFilePath(), k -> Lists.newArrayList())
+          .add(pos.position());
+    }
+  }
+
+  @Override
+  public void processElement2(StreamRecord<EqualityConvertPlanResult> record) {
+    planResult = record.getValue();
+  }
+
+  @Override
+  public void processWatermark(Watermark mark) throws Exception {
+    if (planResult != null && mark.getTimestamp() >= 
planResult.doneTimestamp()) {
+      if (hasUpstreamError) {
+        output.collect(new StreamRecord<>(DVMergeResult.ABORT));
+      } else {
+        try {
+          resolveAndWrite();
+        } catch (Exception e) {
+          LOG.error("Error writing DVs for table {} task {}", tableName, 
taskName, e);
+          output.collect(TaskResultAggregator.ERROR_STREAM, new 
StreamRecord<>(e));
+          output.collect(new StreamRecord<>(DVMergeResult.ABORT));
+        }
+      }
+
+      positionsByFile.clear();
+      hasUpstreamError = false;
+      planResult = null;
+    }
+
+    super.processWatermark(mark);
+  }
+
+  private void resolveAndWrite() throws IOException {
+    if (positionsByFile.isEmpty()) {
+      return;
+    }
+
+    table.refresh();
+
+    Snapshot mainSnapshot = table.snapshot(targetBranch);
+
+    // Fail fast if the main branch changed since planning, to avoid writing 
DV files that the
+    // committer would reject via validateFromSnapshot. The next cycle will 
reindex.
+    if (mainSnapshot != null
+        && planResult.mainSnapshotId() != null
+        && mainSnapshot.snapshotId() != planResult.mainSnapshotId()) {
+      throw new IllegalStateException(
+          "Main branch snapshot changed since planning: expected "
+              + planResult.mainSnapshotId()
+              + " but found: "
+              + mainSnapshot.snapshotId());
+    }
+
+    Map<String, PartitionAndSpec> partitions = 
collectDataFilePartitions(mainSnapshot);
+    Map<String, DeleteFile> dvs = collectExistingDVs(mainSnapshot);

Review Comment:
   These are listing every data file and every DV in the table?
   Could cause serious memory pressure - we might want to collect only for the 
affected data and delete files.
   
   Also this is reading the whole stuff in every cycle. Do we need this? Should 
we cache things?
   
   I know this 2 are driving things in different directions. We need to think 
through this



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