Chen Zou created SPARK-34694: -------------------------------- Summary: Improve Spark SQL Source Filter to allow pushdown of filters span multiple columns Key: SPARK-34694 URL: https://issues.apache.org/jira/browse/SPARK-34694 Project: Spark Issue Type: Improvement Components: Spark Core Affects Versions: 3.1.1, 3.1.0, 3.0.2, 3.0.1, 3.0.0 Reporter: Chen Zou
The current org.apache.spark.sql.sources.Filter abstract class only allows pushdown of filters on single column or sum of products of multiple such single-column filters. Filters on multiple columns cannot be pushed down through this Filter subclass to source, e.g. from TPC-H benchmark on lineitem table: (l_commitdate#11 < l_receiptdate#12) (l_shipdate#10 < l_commitdate#11) The current design probably originates from the point that columnar source has a hard time supporting these cross-column filters. But with batching implemented in columnar sources, they can still support cross-column filters. This issue tries to open up discussion on a more general Filter interface to allow pushing down cross-column filters. -- This message was sent by Atlassian Jira (v8.3.4#803005) --------------------------------------------------------------------- To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org