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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