aokolnychyi commented on a change in pull request #1264:
URL: https://github.com/apache/iceberg/pull/1264#discussion_r468066866



##########
File path: 
spark/src/main/java/org/apache/iceberg/actions/ExpireSnapshotsAction.java
##########
@@ -0,0 +1,229 @@
+/*
+ * 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.util.Iterator;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.atomic.AtomicLong;
+import java.util.function.Consumer;
+import org.apache.iceberg.ExpireSnapshots;
+import org.apache.iceberg.HasTableOperations;
+import org.apache.iceberg.Table;
+import org.apache.iceberg.TableOperations;
+import org.apache.iceberg.exceptions.NotFoundException;
+import org.apache.iceberg.relocated.com.google.common.base.Preconditions;
+import 
org.apache.iceberg.relocated.com.google.common.util.concurrent.MoreExecutors;
+import org.apache.iceberg.util.Tasks;
+import org.apache.spark.sql.Column;
+import org.apache.spark.sql.Dataset;
+import org.apache.spark.sql.Row;
+import org.apache.spark.sql.SparkSession;
+import org.apache.spark.sql.functions;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+/**
+ * An action which performs the same operation as {@link 
org.apache.iceberg.ExpireSnapshots} but uses Spark
+ * to to determine the delta in files between the pre and post-expiration 
table metadata. All of the same
+ * restrictions of Remove Snapshots also apply to this action.
+ * <p>
+ * This implementation uses the metadata tables for the table being expired to 
list all Manifest and DataFiles. This
+ * is made into a Dataframe which are anti-joined with the same list read 
after the expiration. This operation will
+ * require a shuffle so parallelism can be controlled through 
spark.sql.shuffle.partitions. The expiration is done
+ * locally using a direct call to RemoveSnapshots. The snapshot expiration 
will be fully committed before any deletes
+ * are issued. Deletes are still performed locally after retrieving the 
results from the Spark executors.
+ */
+public class ExpireSnapshotsAction extends 
BaseAction<ExpireSnapshotsActionResult> {
+  private static final Logger LOG = 
LoggerFactory.getLogger(ExpireSnapshotsAction.class);
+
+  private static final String DATA_FILE = "Data File";
+  private static final String MANIFEST = "Manifest";
+  private static final String MANIFEST_LIST = "Manifest List";
+
+  // Creates an executor service that runs each task in the thread that 
invokes execute/submit.
+  private static final ExecutorService DEFAULT_DELETE_EXECUTOR_SERVICE = 
MoreExecutors.newDirectExecutorService();

Review comment:
       One more question: it seems passing *any* executor service will trigger 
`runParallel` in `Tasks`.
   In turn, that will call ``` for (final I item : items)``` that I assume 
would load all files on the driver?




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