Github user GayathriMurali commented on the issue:

    https://github.com/apache/spark/pull/13285
  
    @yanboliang  `$example on$` and `$example off$` needs to be included in 
ml.R. All the code encompassed within example on and off would be joined and a 
single code block will be produced in the html. It is used to remove comments 
and other cleanup in the code from appearing in examples. It is not possible to 
label them and select a certain label. I could add example on and off at the 
beginning and end of ml.R or we need to rewrite ml.R so that certain portions 
like creating a DF remains common for all models. What do you think? 


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