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Posted to dev@spark.apache.org by Jacek Laskowski <ja...@japila.pl> on 2017/05/15 19:27:14 UTC

Which one preferred -- Dataset.ofRows vs SparkSession.baseRelationToDataFrame?

Hi,

While reviewing how BaseRelation and "relatives" are used in Spark SQL
I've noticed that some code paths use Dataset.ofRows [1] while other
prefer SparkSession.baseRelationToDataFrame [2].

[1] https://github.com/apache/spark/blob/master/sql/core/src/main/scala/org/apache/spark/sql/Dataset.scala#L65-L69
[2] https://github.com/apache/spark/blob/master/sql/core/src/main/scala/org/apache/spark/sql/SparkSession.scala#L414-L416

It looks like SparkSession.baseRelationToDataFrame is the preferred
way. Should that be fixed?

p.s. There's also the private Dataset.withPlan that looks so similar
to the others [3]

[3] https://github.com/apache/spark/blob/master/sql/core/src/main/scala/org/apache/spark/sql/Dataset.scala#L2940-L2942

Pozdrawiam,
Jacek Laskowski
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