To update the post:

•       First problem:  This problem can be solved by adding a epsilon(very 
small
value to 0 value). Because in poisson model, it doesn't allow the y value to
be zero. But in general, it doesn't have this requirement.

But now I encounter another problem that in every GLM model.
"Values to assemble cannot be null"
<http://apache-spark-user-list.1001560.n3.nabble.com/file/n27164/P3.png> 

I've found the code in 
https://github.com/apache/spark/blob/master/mllib/src/main/scala/org/apache/spark/ml/feature/VectorAssembler.scala
<https://github.com/apache/spark/blob/master/mllib/src/main/scala/org/apache/spark/ml/feature/VectorAssembler.scala>
  
<http://apache-spark-user-list.1001560.n3.nabble.com/file/n27164/p4.png> 

Can you guys explain what that mean?














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