yuhao yang created SPARK-13196:
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             Summary: Optimize the option and flatten in Word2Vec to reduce the 
max memory consumption
                 Key: SPARK-13196
                 URL: https://issues.apache.org/jira/browse/SPARK-13196
             Project: Spark
          Issue Type: Improvement
          Components: MLlib
            Reporter: yuhao yang
            Priority: Minor


code optimization.
1. remove the unnecessary Option and flatten.
2. avoid the extra space caused by the ++ operation.

This would reduce the maximum memory word2vec requires, thus to support larger 
dataset or vocabulary for limited memory.



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