mxm commented on code in PR #13080:
URL: https://github.com/apache/iceberg/pull/13080#discussion_r2126100964


##########
flink/v2.0/flink/src/main/java/org/apache/iceberg/flink/sink/dynamic/DynamicWriter.java:
##########
@@ -0,0 +1,218 @@
+/*
+ * 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.sink.dynamic;
+
+import com.github.benmanes.caffeine.cache.Cache;
+import com.github.benmanes.caffeine.cache.Caffeine;
+import java.io.IOException;
+import java.util.Collection;
+import java.util.Collections;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.concurrent.TimeUnit;
+import org.apache.flink.annotation.Internal;
+import org.apache.flink.annotation.VisibleForTesting;
+import org.apache.flink.api.connector.sink2.CommittingSinkWriter;
+import org.apache.flink.api.connector.sink2.SinkWriter;
+import org.apache.flink.table.data.RowData;
+import org.apache.iceberg.FileFormat;
+import org.apache.iceberg.PartitionField;
+import org.apache.iceberg.Table;
+import org.apache.iceberg.catalog.Catalog;
+import org.apache.iceberg.catalog.TableIdentifier;
+import org.apache.iceberg.flink.FlinkSchemaUtil;
+import org.apache.iceberg.flink.sink.RowDataTaskWriterFactory;
+import org.apache.iceberg.io.TaskWriter;
+import org.apache.iceberg.io.WriteResult;
+import org.apache.iceberg.relocated.com.google.common.base.MoreObjects;
+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.Maps;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+/**
+ * Iceberg writer implementation for the {@link SinkWriter} interface. Used by 
the
+ * DynamicIcebergSink. Writes out the data to the final place, and emits 
{@link DynamicWriteResult}
+ * for every unique {@link WriteTarget} at checkpoint time.
+ */
+@Internal
+class DynamicWriter implements CommittingSinkWriter<DynamicRecordInternal, 
DynamicWriteResult> {
+
+  private static final Logger LOG = 
LoggerFactory.getLogger(DynamicWriter.class);
+
+  private final Cache<WriteTarget, RowDataTaskWriterFactory> 
taskWriterFactories;
+  private final Map<WriteTarget, TaskWriter<RowData>> writers;
+  private final DynamicWriterMetrics metrics;
+  private final int subTaskId;
+  private final int attemptId;
+  private final Catalog catalog;
+  private final FileFormat dataFileFormat;
+  private final long targetDataFileSize;
+  private final Map<String, String> commonWriteProperties;
+
+  DynamicWriter(
+      Catalog catalog,
+      FileFormat dataFileFormat,
+      long targetDataFileSize,
+      Map<String, String> commonWriteProperties,
+      int cacheMaximumSize,
+      DynamicWriterMetrics metrics,
+      int subTaskId,
+      int attemptId) {
+    this.catalog = catalog;
+    this.dataFileFormat = dataFileFormat;
+    this.targetDataFileSize = targetDataFileSize;
+    this.commonWriteProperties = commonWriteProperties;
+    this.metrics = metrics;
+    this.subTaskId = subTaskId;
+    this.attemptId = attemptId;
+    this.taskWriterFactories = 
Caffeine.newBuilder().maximumSize(cacheMaximumSize).build();
+    this.writers = Maps.newHashMap();
+
+    LOG.debug("DynamicIcebergSinkWriter created for subtask {} attemptId {}", 
subTaskId, attemptId);
+  }
+
+  @Override
+  public void write(DynamicRecordInternal element, Context context)
+      throws IOException, InterruptedException {
+    writers
+        .computeIfAbsent(
+            new WriteTarget(
+                element.tableName(),
+                element.branch(),
+                element.schema().schemaId(),
+                element.spec().specId(),
+                element.upsertMode(),
+                element.equalityFields()),
+            writerKey -> {
+              RowDataTaskWriterFactory taskWriterFactory =
+                  taskWriterFactories.get(
+                      writerKey,
+                      factoryKey -> {
+                        Table table =
+                            
catalog.loadTable(TableIdentifier.parse(factoryKey.tableName()));
+
+                        // TODO: Handle precedence correctly for the write 
properties coming from
+                        // the sink conf and from the table defaults
+                        Map<String, String> tableWriteProperties =
+                            Maps.newHashMap(commonWriteProperties);
+                        tableWriteProperties.putAll(table.properties());
+
+                        List<Integer> equalityFieldIds =
+                            getEqualityFields(table, element.equalityFields());
+                        if (element.upsertMode()) {
+                          Preconditions.checkState(
+                              !equalityFieldIds.isEmpty(),
+                              "Equality field columns shouldn't be empty when 
configuring to use UPSERT data.");
+                          if (!table.spec().isUnpartitioned()) {
+                            for (PartitionField partitionField : 
table.spec().fields()) {
+                              Preconditions.checkState(
+                                  
equalityFieldIds.contains(partitionField.sourceId()),
+                                  "In UPSERT mode, partition field '%s' should 
be included in equality fields: '%s'",
+                                  partitionField,
+                                  equalityFieldIds);
+                            }
+                          }
+                        }
+
+                        return new RowDataTaskWriterFactory(

Review Comment:
   Good idea. Added.



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