wayneguow commented on PR #49854:
URL: https://github.com/apache/spark/pull/49854#issuecomment-2644492638

   @zhengruifeng  For comment form 
https://github.com/apache/spark/pull/48611#issuecomment-2638819267
   
   > adding additional tests to make sure pmml-model 1.7.1 can successfully 
load previous models
   
   After my confirmation, currently `Spark ML` can only export models in PMML 
format, but currently does not support reloading models from PMML format.
   
   Although there is `PMMLUtils` tool class in Spark that can load models from 
PMML format 
(https://github.com/apache/spark/blob/master/mllib/src/test/scala/org/apache/spark/ml/util/PMMLUtils.scala#L36),
 but I think it is meaningless to use `JPMML` to verify the load of PMML, it is 
more about verifying the compatibility of `JPMML`. In fact, what we need to 
verify is that the PMML model exported by Spark can be reloaded on other 
downstream platforms or systems.
   
   So, here I did some manual checks, which is what the previous comment 
mentioned.


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