zhengruifeng created SPARK-32974:
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             Summary: FeatureHasher transform optimization
                 Key: SPARK-32974
                 URL: https://issues.apache.org/jira/browse/SPARK-32974
             Project: Spark
          Issue Type: Improvement
          Components: ML
    Affects Versions: 3.1.0
            Reporter: zhengruifeng


for a numerical column, its output index is a hash of its col_name, we can 
pre-compute it at first, instead of computing it on each row.



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