Github user srowen commented on the issue:
https://github.com/apache/spark/pull/14948
Note this also now resolves SPARK-3261. This change already means that with
k-means|| init, fewer than k cluster centers may be returned, which is probably
correct (and faster). Now random init will also return no duplicate centers,
and thus < k clusters when the input has size < k.
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