rdblue commented on a change in pull request #695: [WIP] Cherrypick snapshot 
feature
URL: https://github.com/apache/incubator-iceberg/pull/695#discussion_r358530577
 
 

 ##########
 File path: core/src/main/java/org/apache/iceberg/CherryPickFromSnapshot.java
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 @@ -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;
+
+import com.google.common.base.Preconditions;
+import com.google.common.collect.Iterables;
+import com.google.common.collect.Lists;
+import java.io.IOException;
+import java.util.Arrays;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.concurrent.atomic.AtomicInteger;
+import org.apache.iceberg.exceptions.CommitFailedException;
+import org.apache.iceberg.exceptions.RuntimeIOException;
+import org.apache.iceberg.exceptions.ValidationException;
+import org.apache.iceberg.io.OutputFile;
+import org.apache.iceberg.util.Tasks;
+import org.apache.iceberg.util.ThreadPools;
+
+/**
+ * In an audit workflow, new data is written to an orphan snapshot that is not 
committed as the table's
+ * current state until it is audited. After auditing a change, it may need to 
be applied or cherry-picked
+ * on top of the latest snapshot instead of the one that was current when the 
audited changes were created.
+ *
+ * This class adds support for cherry-picking the changes from an orphan 
snapshot by applying them to
+ * the current snapshot. The output of the operation is a new snapshot with 
the changes from cherry-picked
+ * snapshot.
+ *
+ * Cherry-picking should apply the exact set of changes that were done in the 
original commit.
+ *  - All added files should be added to the new version.
+ *  - Todo: If files were deleted, then those files must still exist in the 
data set.
+ *  - Does not support Overwrite operations currently. Overwrites are 
considered as conflicts.
+ *
+ */
+class CherryPickFromSnapshot extends MergingSnapshotProducer<AppendFiles> 
implements CherryPick {
+  private final TableOperations ops;
+  private TableMetadata base = null;
+  private Long cherryPickSnapshotId = null;
+  private final AtomicInteger manifestCount = new AtomicInteger(0);
+
+  CherryPickFromSnapshot(TableOperations ops) {
+    super(ops);
+    this.ops = ops;
+    this.base = ops.refresh();
+  }
+
+  @Override
+  protected AppendFiles self() {
+    throw new UnsupportedOperationException("Not supported");
+  }
+
+  /**
+   * We only cherry pick for appends right now
+   * @return
+   */
+  @Override
+  protected String operation() {
+    return DataOperations.APPEND;
+  }
+
+  @Override
+  public CherryPickFromSnapshot fromSnapshotId(long snapshotId) {
+    Preconditions.checkArgument(base.snapshot(snapshotId) != null,
+        "Cannot cherry pick unknown snapshot id: %s", snapshotId);
+
+    this.cherryPickSnapshotId = snapshotId;
+    return this;
+  }
+
+  /**
+   * Apply the pending changes and return the uncommitted changes for 
validation.
+   * <p>
+   * This does not result in a permanent update.
+   *
+   * @return the uncommitted changes that would be committed by calling {@link 
#commit()}
+   * @throws ValidationException      If the pending changes cannot be applied 
to the current metadata
+   * @throws IllegalArgumentException If the pending changes are conflicting 
or invalid
+   */
+  @Override
+  public Snapshot apply() {
 
 Review comment:
   Yeah, but if we want to use `addedFiles` then we should update it to project 
all columns. If you rewrote a manifest with a subset of DataFile columns then 
you'd lose some metadata.

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