Github user srowen commented on a diff in the pull request: https://github.com/apache/spark/pull/14976#discussion_r77638781 --- Diff: sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/util/QuantileSummaries.scala --- @@ -59,9 +59,14 @@ class QuantileSummaries( * @param x the new observation to insert into the summary */ def insert(x: Double): QuantileSummaries = { - headSampled.append(x) + headSampled += x if (headSampled.size >= defaultHeadSize) { - this.withHeadBufferInserted + val result = this.withHeadBufferInserted + if (result.sampled.length >= compressThreshold) { + result.compress() --- End diff -- CC @thunterdb -- is this the right fix? I also 'adjusted' calls to .append() which is actually a varargs method; += appends an element
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