rdblue commented on a change in pull request #1083:
URL: https://github.com/apache/iceberg/pull/1083#discussion_r438923582



##########
File path: 
spark/src/main/java/org/apache/iceberg/actions/RewriteDataFilesAction.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.actions;
+
+import java.io.IOException;
+import java.util.Collection;
+import java.util.List;
+import java.util.Map;
+import java.util.stream.Collectors;
+import org.apache.iceberg.CombinedScanTask;
+import org.apache.iceberg.DataFile;
+import org.apache.iceberg.FileScanTask;
+import org.apache.iceberg.PartitionSpec;
+import org.apache.iceberg.RewriteFiles;
+import org.apache.iceberg.Table;
+import org.apache.iceberg.TableProperties;
+import org.apache.iceberg.encryption.EncryptionManager;
+import org.apache.iceberg.expressions.Expression;
+import org.apache.iceberg.expressions.Expressions;
+import org.apache.iceberg.io.CloseableIterable;
+import org.apache.iceberg.io.CloseableIterator;
+import org.apache.iceberg.io.FileIO;
+import org.apache.iceberg.relocated.com.google.common.base.Preconditions;
+import org.apache.iceberg.relocated.com.google.common.collect.Iterables;
+import org.apache.iceberg.relocated.com.google.common.collect.ListMultimap;
+import org.apache.iceberg.relocated.com.google.common.collect.Lists;
+import org.apache.iceberg.relocated.com.google.common.collect.Maps;
+import org.apache.iceberg.relocated.com.google.common.collect.Multimaps;
+import org.apache.iceberg.relocated.com.google.common.collect.Sets;
+import org.apache.iceberg.relocated.com.google.common.collect.Streams;
+import org.apache.iceberg.spark.source.RowDataRewriter;
+import org.apache.iceberg.util.PropertyUtil;
+import org.apache.iceberg.util.StructLikeWrapper;
+import org.apache.iceberg.util.TableScanUtil;
+import org.apache.iceberg.util.Tasks;
+import org.apache.spark.api.java.JavaRDD;
+import org.apache.spark.api.java.JavaSparkContext;
+import org.apache.spark.broadcast.Broadcast;
+import org.apache.spark.sql.SparkSession;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+public class RewriteDataFilesAction
+    extends BaseSnapshotUpdateAction<RewriteDataFilesAction, 
RewriteDataFilesActionResult> {
+
+  private static final Logger LOG = 
LoggerFactory.getLogger(RewriteDataFilesAction.class);
+
+  private final JavaSparkContext sparkContext;
+  private final Table table;
+  private final FileIO fileIO;
+  private final EncryptionManager encryptionManager;
+  private final boolean caseSensitive;
+  private long targetSizeInBytes;
+  private int splitLookback;
+  private long splitOpenFileCost;
+
+  private PartitionSpec spec = null;
+  private Expression filter;
+
+  RewriteDataFilesAction(SparkSession spark, Table table) {
+    this.sparkContext = new JavaSparkContext(spark.sparkContext());
+    this.table = table;
+    this.spec = table.spec();
+    this.filter = Expressions.alwaysTrue();
+    this.caseSensitive = 
Boolean.parseBoolean(spark.conf().get("spark.sql.caseSensitive", "false"));
+
+    long splitSize = PropertyUtil.propertyAsLong(
+        table.properties(),
+        TableProperties.SPLIT_SIZE,
+        TableProperties.SPLIT_SIZE_DEFAULT);
+    long targetFileSize = PropertyUtil.propertyAsLong(
+        table.properties(),
+        TableProperties.WRITE_TARGET_FILE_SIZE_BYTES,
+        TableProperties.WRITE_TARGET_FILE_SIZE_BYTES_DEFAULT);
+    this.targetSizeInBytes = Math.min(splitSize, targetFileSize);

Review comment:
       After thinking about this a bit more, I think I wasn't correct that 
target write size is a maximum. It's currently used that way in Spark, but the 
property is "target" and that implies that it is the size files _should_ be, 
ideally. So Anton is right and that's the size of files we should attempt to 
create. This also makes sense because it is a `write` property, not a `read` 
property.
   
   I think we should remove the min with split size and just use the table's 
target size as the default.




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