Github user vanzin commented on a diff in the pull request:

    https://github.com/apache/spark/pull/17902#discussion_r141119266
  
    --- Diff: 
common/kvstore/src/main/java/org/apache/spark/kvstore/KVStore.java ---
    @@ -0,0 +1,129 @@
    +/*
    + * 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.spark.kvstore;
    +
    +import java.io.Closeable;
    +import java.util.Iterator;
    +import java.util.Map;
    +import java.util.NoSuchElementException;
    +
    +/**
    + * Abstraction for a local key/value store for storing app data.
    + *
    + * <p>
    + * There are two main features provided by the implementations of this 
interface:
    + * </p>
    + *
    + * <h3>Serialization</h3>
    + *
    + * <p>
    + * If the underlying data store requires serialization, data will be 
serialized to and deserialized
    + * using a {@link KVStoreSerializer}, which can be customized by the 
application. The serializer is
    + * based on Jackson, so it supports all the Jackson annotations for 
controlling the serialization of
    + * app-defined types.
    + * </p>
    + *
    + * <p>
    + * Data is also automatically compressed to save disk space.
    + * </p>
    + *
    + * <h3>Automatic Key Management</h3>
    --- End diff --
    
    First, you do realize this PR has been merged a long time ago, right?
    
    Automatic means you don't have to manually create keys. You're writing 
objects to the store, not calling something like `.put(key, object)`.


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