carp84 commented on a change in pull request #9501: [FLINK-12697] [State 
Backends] Support on-disk state storage for spill-able heap backend
URL: https://github.com/apache/flink/pull/9501#discussion_r325650441
 
 

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 File path: 
flink-state-backends/flink-statebackend-heap-spillable/src/main/java/org/apache/flink/runtime/state/heap/CopyOnWriteSkipListStateMapSnapshot.java
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 @@ -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.flink.runtime.state.heap;
+
+import org.apache.flink.api.common.typeutils.TypeSerializer;
+import org.apache.flink.api.java.tuple.Tuple2;
+import org.apache.flink.core.memory.DataOutputView;
+import org.apache.flink.runtime.state.StateSnapshotTransformer;
+import org.apache.flink.util.ResourceGuard;
+
+import javax.annotation.Nonnegative;
+import javax.annotation.Nonnull;
+import javax.annotation.Nullable;
+
+import java.io.IOException;
+import java.util.Iterator;
+import java.util.NoSuchElementException;
+
+import static org.apache.flink.runtime.state.heap.SkipListUtils.HEAD_NODE;
+import static org.apache.flink.runtime.state.heap.SkipListUtils.NIL_NODE;
+import static 
org.apache.flink.runtime.state.heap.SkipListUtils.NIL_VALUE_POINTER;
+
+/**
+ * This class represents the snapshot of a {@link CopyOnWriteSkipListStateMap}.
+ *
+ * @param <K> type of key
+ * @param <N> type of namespace
+ * @param <S> type of state
+ */
+public class CopyOnWriteSkipListStateMapSnapshot<K, N, S>
+       extends StateMapSnapshot<K, N, S, CopyOnWriteSkipListStateMap<K, N, S>> 
{
+
+       /**
+        * Version of the {@link CopyOnWriteSkipListStateMap} when this 
snapshot was created. This can be used to release the snapshot.
+        */
+       private final int snapshotVersion;
+
+       /** The number of (non-null) entries in snapshotData. */
+       @Nonnegative
+       private final int numberOfEntriesInSnapshotData;
+
+       /**
+        * This lease protects the state map resources.
+        */
+       private final ResourceGuard.Lease lease;
+
+       /**
+        * Creates a new {@link CopyOnWriteSkipListStateMap}.
+        *
+        * @param owningStateMap the {@link CopyOnWriteSkipListStateMap} for 
which this object represents a snapshot.
+        * @param lease the lease protects the state map resources.
+        */
+       CopyOnWriteSkipListStateMapSnapshot(
+               CopyOnWriteSkipListStateMap<K, N, S> owningStateMap,
+               ResourceGuard.Lease lease) {
+               super(owningStateMap);
+
+               this.snapshotVersion = owningStateMap.getStateMapVersion();
+               this.numberOfEntriesInSnapshotData = owningStateMap.size();
+               this.lease = lease;
+       }
+
+       /**
+        * Returns the internal version of the when this snapshot was created.
+        */
+       int getSnapshotVersion() {
+               return snapshotVersion;
+       }
+
+       @Override
+       public void release() {
+               owningStateMap.releaseSnapshot(this);
+               lease.close();
+       }
+
+       @Override
+       public void writeState(
+               TypeSerializer<K> keySerializer,
+               TypeSerializer<N> namespaceSerializer,
+               TypeSerializer<S> stateSerializer,
+               @Nonnull DataOutputView dov,
+               @Nullable StateSnapshotTransformer<S> stateSnapshotTransformer) 
throws IOException {
+               if (stateSnapshotTransformer == null) {
+                       writeStateWithNoTransform(dov);
+               } else {
+                       writeStateWithTransform(stateSerializer, dov, 
stateSnapshotTransformer);
+               }
+       }
+
+       private void writeStateWithNoTransform(@Nonnull DataOutputView dov) 
throws IOException {
+               dov.writeInt(numberOfEntriesInSnapshotData);
+               SnapshotNodeIterator nodeIterator = new 
SnapshotNodeIterator(true);
+               while (nodeIterator.hasNext()) {
+                       Tuple2<Long, Long> tuple = nodeIterator.next();
+                       writeKeyAndNamespace(tuple.f0, dov);
+                       writeValue(tuple.f1, dov);
+               }
+       }
+
+       private void writeStateWithTransform(
+               TypeSerializer<S> stateSerializer,
+               @Nonnull DataOutputView dov,
+               @Nonnull StateSnapshotTransformer<S> stateSnapshotTransformer) 
throws IOException {
+               SkipListValueSerializer<S> skipListValueSerializer =
+                       new SkipListValueSerializer<>(stateSerializer);
+
+               // 1. iterates nodes to get size after transform
+               SnapshotNodeIterator transformNodeIterator = new 
SnapshotNodeIterator(true);
+               int size = 0;
+               while (transformNodeIterator.hasNext()) {
+                       Tuple2<Long, Long> tuple = transformNodeIterator.next();
+                       S oldState = owningStateMap.helpGetState(tuple.f1, 
skipListValueSerializer);
+                       S newState = 
stateSnapshotTransformer.filterOrTransform(oldState);
+                       if (newState != null) {
+                               size++;
+                       }
+               }
+
+               dov.writeInt(size);
+
+               // 2. iterates nodes again to write them to output, and there 
is no need to prune
+               SnapshotNodeIterator writeNodeIterator = new 
SnapshotNodeIterator(false);
+               while (writeNodeIterator.hasNext()) {
+                       Tuple2<Long, Long> tuple = writeNodeIterator.next();
+                       S oldState = owningStateMap.helpGetState(tuple.f1, 
skipListValueSerializer);
+                       S newState = 
stateSnapshotTransformer.filterOrTransform(oldState);
+                       if (newState != null) {
+                               writeKeyAndNamespace(tuple.f0, dov);
+                               stateSerializer.serialize(newState, dov);
+                       }
+               }
+       }
+
+       /**
+        * Write key and namespace from bytes.
+        */
+       private void writeKeyAndNamespace(long nodeId, DataOutputView 
outputView) throws IOException {
+               // tuple of byte arrays for key and namespace
+               Tuple2<byte[], byte[]> tuple = 
owningStateMap.helpGetBytesForKeyAndNamespace(nodeId);
+               // write namespace first
+               outputView.write(tuple.f1);
+               outputView.write(tuple.f0);
+       }
+
+       /**
+        * Write value from bytes.
+        */
+       private void writeValue(long valuePointer, DataOutputView outputView) 
throws IOException {
+               
outputView.write(owningStateMap.helpGetBytesForState(valuePointer));
+       }
+
+       /**
+        * Iterates over all nodes used by this snapshot. The iterator will 
return
+        * a tuple, and f0 is the node and f1 is the value pointer.
+        */
+       class SnapshotNodeIterator implements Iterator<Tuple2<Long, Long>> {
+
+               /**
+                * Whether to prune values during iteration.
+                */
+               private boolean isPrune;
+               private long nextNode;
+               private long nextValuePointer;
+
+               SnapshotNodeIterator(boolean isPrune) {
 
 Review comment:
   This is an inner class so static methods are not allowed.

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