Github user mengxr commented on the pull request: https://github.com/apache/spark/pull/1293#issuecomment-53944261 @viirya Do you mind closing this JIRA for now? We should handle this corner case more gracefully. Instead of throwing an exception, we could output less than k cluster centers. SPARK-3218 was created to track this.
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