gengliangwang commented on a change in pull request #24598: [SPARK-27699][SQL]
Partially push down disjunctive predicated in Parquet/ORC
URL: https://github.com/apache/spark/pull/24598#discussion_r284778485
##########
File path:
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/DataSourceStrategy.scala
##########
@@ -436,60 +438,94 @@ object DataSourceStrategy {
}
}
+ private def translateLeafNodeFilter(predicate: Expression): Option[Filter] =
predicate match {
+ case expressions.EqualTo(a: Attribute, Literal(v, t)) =>
+ Some(sources.EqualTo(a.name, convertToScala(v, t)))
+ case expressions.EqualTo(Literal(v, t), a: Attribute) =>
+ Some(sources.EqualTo(a.name, convertToScala(v, t)))
+
+ case expressions.EqualNullSafe(a: Attribute, Literal(v, t)) =>
+ Some(sources.EqualNullSafe(a.name, convertToScala(v, t)))
+ case expressions.EqualNullSafe(Literal(v, t), a: Attribute) =>
+ Some(sources.EqualNullSafe(a.name, convertToScala(v, t)))
+
+ case expressions.GreaterThan(a: Attribute, Literal(v, t)) =>
+ Some(sources.GreaterThan(a.name, convertToScala(v, t)))
+ case expressions.GreaterThan(Literal(v, t), a: Attribute) =>
+ Some(sources.LessThan(a.name, convertToScala(v, t)))
+
+ case expressions.LessThan(a: Attribute, Literal(v, t)) =>
+ Some(sources.LessThan(a.name, convertToScala(v, t)))
+ case expressions.LessThan(Literal(v, t), a: Attribute) =>
+ Some(sources.GreaterThan(a.name, convertToScala(v, t)))
+
+ case expressions.GreaterThanOrEqual(a: Attribute, Literal(v, t)) =>
+ Some(sources.GreaterThanOrEqual(a.name, convertToScala(v, t)))
+ case expressions.GreaterThanOrEqual(Literal(v, t), a: Attribute) =>
+ Some(sources.LessThanOrEqual(a.name, convertToScala(v, t)))
+
+ case expressions.LessThanOrEqual(a: Attribute, Literal(v, t)) =>
+ Some(sources.LessThanOrEqual(a.name, convertToScala(v, t)))
+ case expressions.LessThanOrEqual(Literal(v, t), a: Attribute) =>
+ Some(sources.GreaterThanOrEqual(a.name, convertToScala(v, t)))
+
+ case expressions.InSet(a: Attribute, set) =>
+ val toScala = CatalystTypeConverters.createToScalaConverter(a.dataType)
+ Some(sources.In(a.name, set.toArray.map(toScala)))
+
+ // Because we only convert In to InSet in Optimizer when there are more
than certain
+ // items. So it is possible we still get an In expression here that needs
to be pushed
+ // down.
+ case expressions.In(a: Attribute, list) if
list.forall(_.isInstanceOf[Literal]) =>
+ val hSet = list.map(_.eval(EmptyRow))
+ val toScala = CatalystTypeConverters.createToScalaConverter(a.dataType)
+ Some(sources.In(a.name, hSet.toArray.map(toScala)))
+
+ case expressions.IsNull(a: Attribute) =>
+ Some(sources.IsNull(a.name))
+ case expressions.IsNotNull(a: Attribute) =>
+ Some(sources.IsNotNull(a.name))
+ case expressions.StartsWith(a: Attribute, Literal(v: UTF8String,
StringType)) =>
+ Some(sources.StringStartsWith(a.name, v.toString))
+
+ case expressions.EndsWith(a: Attribute, Literal(v: UTF8String,
StringType)) =>
+ Some(sources.StringEndsWith(a.name, v.toString))
+
+ case expressions.Contains(a: Attribute, Literal(v: UTF8String,
StringType)) =>
+ Some(sources.StringContains(a.name, v.toString))
+
+ case expressions.Literal(true, BooleanType) =>
+ Some(sources.AlwaysTrue)
+
+ case expressions.Literal(false, BooleanType) =>
+ Some(sources.AlwaysFalse)
+
+ case _ => None
+ }
+
/**
* Tries to translate a Catalyst [[Expression]] into data source [[Filter]].
*
* @return a `Some[Filter]` if the input [[Expression]] is convertible,
otherwise a `None`.
*/
protected[sql] def translateFilter(predicate: Expression): Option[Filter] = {
- predicate match {
- case expressions.EqualTo(a: Attribute, Literal(v, t)) =>
- Some(sources.EqualTo(a.name, convertToScala(v, t)))
- case expressions.EqualTo(Literal(v, t), a: Attribute) =>
- Some(sources.EqualTo(a.name, convertToScala(v, t)))
-
- case expressions.EqualNullSafe(a: Attribute, Literal(v, t)) =>
- Some(sources.EqualNullSafe(a.name, convertToScala(v, t)))
- case expressions.EqualNullSafe(Literal(v, t), a: Attribute) =>
- Some(sources.EqualNullSafe(a.name, convertToScala(v, t)))
-
- case expressions.GreaterThan(a: Attribute, Literal(v, t)) =>
- Some(sources.GreaterThan(a.name, convertToScala(v, t)))
- case expressions.GreaterThan(Literal(v, t), a: Attribute) =>
- Some(sources.LessThan(a.name, convertToScala(v, t)))
-
- case expressions.LessThan(a: Attribute, Literal(v, t)) =>
- Some(sources.LessThan(a.name, convertToScala(v, t)))
- case expressions.LessThan(Literal(v, t), a: Attribute) =>
- Some(sources.GreaterThan(a.name, convertToScala(v, t)))
-
- case expressions.GreaterThanOrEqual(a: Attribute, Literal(v, t)) =>
- Some(sources.GreaterThanOrEqual(a.name, convertToScala(v, t)))
- case expressions.GreaterThanOrEqual(Literal(v, t), a: Attribute) =>
- Some(sources.LessThanOrEqual(a.name, convertToScala(v, t)))
-
- case expressions.LessThanOrEqual(a: Attribute, Literal(v, t)) =>
- Some(sources.LessThanOrEqual(a.name, convertToScala(v, t)))
- case expressions.LessThanOrEqual(Literal(v, t), a: Attribute) =>
- Some(sources.GreaterThanOrEqual(a.name, convertToScala(v, t)))
-
- case expressions.InSet(a: Attribute, set) =>
- val toScala = CatalystTypeConverters.createToScalaConverter(a.dataType)
- Some(sources.In(a.name, set.toArray.map(toScala)))
-
- // Because we only convert In to InSet in Optimizer when there are more
than certain
- // items. So it is possible we still get an In expression here that
needs to be pushed
- // down.
- case expressions.In(a: Attribute, list) if
list.forall(_.isInstanceOf[Literal]) =>
- val hSet = list.map(_.eval(EmptyRow))
- val toScala = CatalystTypeConverters.createToScalaConverter(a.dataType)
- Some(sources.In(a.name, hSet.toArray.map(toScala)))
-
- case expressions.IsNull(a: Attribute) =>
- Some(sources.IsNull(a.name))
- case expressions.IsNotNull(a: Attribute) =>
- Some(sources.IsNotNull(a.name))
+ translateFilterWithMapping(predicate, None)
Review comment:
This is inevitable. See my comments below or the ending part of the PR
description.
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