Hi Nirmal I didn't get your point. Can you tell me more about how to use MLlib to grouped dataframe?
Regards. Wenpei. From: Nirmal Fernando <nir...@wso2.com> To: Wen Pei Yu/China/IBM@IBMCN Cc: User <user@spark.apache.org> Date: 08/23/2016 10:26 AM Subject: Re: Apply ML to grouped dataframe You can use Spark MLlib http://spark.apache.org/docs/latest/ml-guide.html#announcement-dataframe-based-api-is-primary-api On Tue, Aug 23, 2016 at 7:34 AM, Wen Pei Yu <yuw...@cn.ibm.com> wrote: Hi We have a dataframe, then want group it and apply a ML algorithm or statistics(say t test) to each one. Is there any efficient way for this situation? Currently, we transfer to pyspark, use groupbykey and apply numpy function to array. But this wasn't an efficient way, right? Regards. Wenpei. -- Thanks & regards, Nirmal Team Lead - WSO2 Machine Learner Associate Technical Lead - Data Technologies Team, WSO2 Inc. Mobile: +94715779733 Blog: http://nirmalfdo.blogspot.com/