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[SPARK-17595] [MLLib] Use a bounded priority queue to find synonyms in Word2VecModel #15150

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[SPARK-17595] [MLLib] Use a bounded priority queue to find synonyms in Word2VecModel #15150

Prefer explicit iteration over indices to zip; avoid allocating an ar…
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