There's going to be a major upgrade of v2 and parlose out there Ask is there any plans for pedantic to give support for pyspark data frame scheme validation? Or you know, let me ask more broadly like any of the data science A world integration with pandas or other, you know, numpy or other things like that. There were those who want to change it who say initializing the class shouldn't do the validation Then you should call a validate method. I'm not into that at all.