Fanoid commented on code in PR #210:
URL: https://github.com/apache/flink-ml/pull/210#discussion_r1128873310


##########
flink-ml-core/src/main/java/org/apache/flink/ml/common/sharedstorage/SharedStorageContextImpl.java:
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@@ -0,0 +1,117 @@
+/*
+ * 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.ml.common.sharedstorage;
+
+import org.apache.flink.runtime.state.StateInitializationContext;
+import org.apache.flink.runtime.state.StateSnapshotContext;
+import org.apache.flink.streaming.api.operators.AbstractStreamOperator;
+import org.apache.flink.streaming.api.operators.StreamingRuntimeContext;
+import org.apache.flink.util.Preconditions;
+import org.apache.flink.util.function.BiConsumerWithException;
+
+import java.io.Serializable;
+import java.util.HashMap;
+import java.util.Map;
+
+/** Default implementation of {@link SharedStorageContext} using {@link 
SharedStorage}. */
+@SuppressWarnings("rawtypes")
+class SharedStorageContextImpl implements SharedStorageContext, Serializable {
+    private final StorageID storageID;
+    private final Map<ItemDescriptor, SharedStorage.Writer> writers = new 
HashMap<>();
+    private final Map<ItemDescriptor, SharedStorage.Reader> readers = new 
HashMap<>();
+    private Map<ItemDescriptor<?>, String> ownerMap;
+
+    public SharedStorageContextImpl() {
+        this.storageID = new StorageID();
+    }
+
+    public void setOwnerMap(Map<ItemDescriptor<?>, String> ownerMap) {
+        this.ownerMap = ownerMap;
+    }
+
+    @Override
+    public void invoke(BiConsumerWithException<SharedItemGetter, 
SharedItemSetter, Exception> func)
+            throws Exception {
+        func.accept(this::getSharedItem, this::setSharedItem);
+    }
+
+    private <T> T getSharedItem(ItemDescriptor<T> key) {
+        //noinspection unchecked
+        SharedStorage.Reader<T> reader = readers.get(key);
+        Preconditions.checkState(
+                null != reader,
+                String.format(
+                        "The operator requested to read a shared item %s not 
owned by itself.",
+                        key));
+        return reader.get();
+    }
+
+    private <T> void setSharedItem(ItemDescriptor<T> key, T value) {
+        //noinspection unchecked
+        SharedStorage.Writer<T> writer = writers.get(key);
+        Preconditions.checkState(
+                null != writer,
+                String.format(
+                        "The operator requested to read a shared item %s not 
owned by itself.",
+                        key));
+        writer.set(value);
+    }
+
+    @Override
+    public <T extends AbstractStreamOperator<?> & SharedStorageStreamOperator> 
void initializeState(
+            T operator,
+            StreamingRuntimeContext runtimeContext,
+            StateInitializationContext context) {
+        String ownerId = operator.getSharedStorageAccessorID();
+        int subtaskId = runtimeContext.getIndexOfThisSubtask();
+        for (Map.Entry<ItemDescriptor<?>, String> entry : ownerMap.entrySet()) 
{
+            ItemDescriptor descriptor = entry.getKey();
+            if (ownerId.equals(entry.getValue())) {
+                writers.put(

Review Comment:
   There is no instances to be overwritten here, because every subtask owns a 
distinct instance of `SharedStorageContextImpl`.
   
   The field of `context` in operators are serialized and then deserialized to 
different instances when operators being deployed. It just like other fields.



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