Github user viirya commented on the issue:

    https://github.com/apache/spark/pull/20442
  
    `numBuckets` is a default param and can cause persistence bug too if we add 
multi-column error handling logic. I think we have two options:
    
    1. Ignore `numBuckets` when `inputCols` and `numBucketsArray` are set. 
Don't raise error if it is set.
    2. Similar to `outputCol`, also skip the default value of `numBuckets` if 
`inputCols` is set when saving the metadata.
    



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