zhengruifeng commented on PR #48611:
URL: https://github.com/apache/spark/pull/48611#issuecomment-2638819267

   @LuciferYang and @wayneguow 
   
   It seems we need to change the code for `pmml-model` 1.4.8 -> 1.7.1 upgrade, 
so I am a bit worry about the compatibility, I suggest:
   1, split this PR, can we make a separate PR for `pmml-model` upgrade first?
   2, adding additional tests to make sure `pmml-model 1.7.1` can successfully 
load previous models. We can save 1~2 pmml modes into 
`mllib/src/test/resources/ml-models` with Spark 3.5, and then load them in the 
tests. you can refer to 
https://github.com/apache/spark/commit/6b7527e381591bcd51be205853aea3e349893139 
   
   also cc @WeichenXu123 


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