yunfengzhou-hub commented on code in PR #97:
URL: https://github.com/apache/flink-ml/pull/97#discussion_r884536704


##########
flink-ml-iteration/src/main/java/org/apache/flink/iteration/datacache/nonkeyed/MemorySegmentWriter.java:
##########
@@ -0,0 +1,86 @@
+/*
+ * 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.iteration.datacache.nonkeyed;
+
+import org.apache.flink.annotation.Internal;
+import org.apache.flink.core.fs.Path;
+import org.apache.flink.runtime.memory.MemoryAllocationException;
+import org.apache.flink.runtime.memory.MemoryManager;
+import org.apache.flink.runtime.memory.MemoryReservationException;
+import org.apache.flink.util.Preconditions;
+
+import org.openjdk.jol.info.GraphLayout;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Optional;
+
+/** A class that writes cache data to memory segments. */
+@Internal
+public class MemorySegmentWriter<T> implements SegmentWriter<T> {
+    private final Segment segment;
+
+    private final MemoryManager memoryManager;
+
+    public MemorySegmentWriter(Path path, MemoryManager memoryManager)
+            throws MemoryAllocationException {
+        this(path, memoryManager, 0L);
+    }
+
+    public MemorySegmentWriter(Path path, MemoryManager memoryManager, long 
expectedSize)
+            throws MemoryAllocationException {
+        Preconditions.checkNotNull(memoryManager);
+        this.segment = new Segment();
+        this.segment.path = path;
+        this.segment.cache = new ArrayList<>();
+        this.segment.inMemorySize = 0L;
+        this.memoryManager = memoryManager;
+    }
+
+    @Override
+    public boolean addRecord(T record) throws IOException {
+        if (!MemoryUtils.isMemoryEnoughForCache(memoryManager)) {
+            return false;
+        }
+
+        long recordSize = GraphLayout.parseInstance(record).totalSize();

Review Comment:
   According to offline discussion, I'll store serialized format of the records 
in memory, so there is no need for size estimation now. 



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