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

    https://github.com/apache/spark/pull/16867#discussion_r106235943
  
    --- Diff: 
core/src/main/scala/org/apache/spark/util/collection/MedianHeap.scala ---
    @@ -0,0 +1,93 @@
    +/*
    + * 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.util.collection
    +
    +import scala.collection.mutable
    +
    +/**
    + * MedianHeap inserts number by O(log n) and returns the median by O(1) 
time complexity.
    --- End diff --
    
    Can you change this first line to something like:
    
    MedianHeap is designed to be used to quickly track the median of a group of 
numbers that may contain duplicates.  Inserting a new number has O(log n) time 
complexity and determining the median has O(1) time complexity.
    (newline)
    
    and then have the more detailed implementation description.


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