fix: infinite kmeans if the largest cluster produces only 1 cluster#5078

BubbleCal merged 5 commits intolance-format:mainlance-format/lance:mainfrom

BubbleCal:fix-kmeans-all-zerosBubbleCal/lance:fix-kmeans-all-zerosCopy head branch name to clipboard