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

    https://github.com/apache/spark/pull/21493#discussion_r192909491
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/ml/clustering/PowerIterationClustering.scala
 ---
    @@ -182,66 +137,59 @@ class PowerIterationClustering private[clustering] (
     
       /** @group setParam */
       @Since("2.4.0")
    -  def setIdCol(value: String): this.type = set(idCol, value)
    +  def setSrcCol(value: String): this.type = set(srcCol, value)
     
       /** @group setParam */
       @Since("2.4.0")
    -  def setNeighborsCol(value: String): this.type = set(neighborsCol, value)
    +  def setDstCol(value: String): this.type = set(dstCol, value)
     
       /** @group setParam */
       @Since("2.4.0")
    -  def setSimilaritiesCol(value: String): this.type = set(similaritiesCol, 
value)
    +  def setWeightCol(value: String): this.type = set(weightCol, value)
     
    +  /**
    +   * @param dataset A dataset with columns src, dst, weight representing 
the affinity matrix,
    --- End diff --
    
    Should explain what this method does first.


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