Re: UDAFs have an inefficiency problem

2019-07-05 Thread Erik Erlandson
I submitted a PR for this: https://github.com/apache/spark/pull/25024 On Wed, Mar 27, 2019 at 4:19 PM Erik Erlandson wrote: > I describe some of the details here: > https://issues.apache.org/jira/browse/SPARK-27296 > > The short version of the story is that aggregating data structures (UDTs) >

Revisiting Python / pandas UDF

2019-07-05 Thread Reynold Xin
Hi all, In the past two years, the pandas UDFs are perhaps the most important changes to Spark for Python data science. However, these functionalities have evolved organically, leading to some inconsistencies and confusions among users. I created a ticket and a document summarizing the issues,