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Original file line number Diff line number Diff line change
Expand Up @@ -206,17 +206,21 @@ class SQLContext(@transient val sparkContext: SparkContext)
* final desired output requires complex expressions to be evaluated or when columns can be
* further eliminated out after filtering has been done.
*
* The `prunePushedDownFilters` parameter is used to remove those filters that can be optimized
* away by the filter pushdown optimization.
*
* The required attributes for both filtering and expression evaluation are passed to the
* provided `scanBuilder` function so that it can avoid unnecessary column materialization.
*/
def pruneFilterProject(
projectList: Seq[NamedExpression],
filterPredicates: Seq[Expression],
prunePushedDownFilters: Seq[Expression] => Seq[Expression],
scanBuilder: Seq[Attribute] => SparkPlan): SparkPlan = {

val projectSet = projectList.flatMap(_.references).toSet
val filterSet = filterPredicates.flatMap(_.references).toSet
val filterCondition = filterPredicates.reduceLeftOption(And)
val filterCondition = prunePushedDownFilters(filterPredicates).reduceLeftOption(And)

// Right now we still use a projection even if the only evaluation is applying an alias
// to a column. Since this is a no-op, it could be avoided. However, using this
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Original file line number Diff line number Diff line change
Expand Up @@ -141,14 +141,14 @@ private[sql] abstract class SparkStrategies extends QueryPlanner[SparkPlan] {
case logical.InsertIntoTable(table: ParquetRelation, partition, child, overwrite) =>
InsertIntoParquetTable(table, planLater(child), overwrite)(sparkContext) :: Nil
case PhysicalOperation(projectList, filters: Seq[Expression], relation: ParquetRelation) => {
val remainingFilters =
val prunePushedDownFilters =
if (sparkContext.conf.getBoolean(ParquetFilters.PARQUET_FILTER_PUSHDOWN_ENABLED, true)) {
filters.filter {
// Note: filters cannot be pushed down to Parquet if they contain more complex
// expressions than simple "Attribute cmp Literal" comparisons. Here we remove
// all filters that have been pushed down. Note that a predicate such as
// "(A AND B) OR C" can result in "A OR C" being pushed down.
filter =>
(filters: Seq[Expression]) => {
filters.filter { filter =>
// Note: filters cannot be pushed down to Parquet if they contain more complex
// expressions than simple "Attribute cmp Literal" comparisons. Here we remove
// all filters that have been pushed down. Note that a predicate such as
// "(A AND B) OR C" can result in "A OR C" being pushed down.
val recordFilter = ParquetFilters.createFilter(filter)
if (!recordFilter.isDefined) {
// First case: the pushdown did not result in any record filter.
Expand All @@ -159,13 +159,15 @@ private[sql] abstract class SparkStrategies extends QueryPlanner[SparkPlan] {
// still want to keep "A AND B" in the higher-level filter, not just "B".
!ParquetFilters.findExpression(recordFilter.get, filter).isDefined
}
}
}
} else {
filters
identity[Seq[Expression]] _
}
pruneFilterProject(
projectList,
remainingFilters,
filters,
prunePushedDownFilters,
ParquetTableScan(_, relation, filters)(sparkContext)) :: Nil
}

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Original file line number Diff line number Diff line change
Expand Up @@ -358,5 +358,9 @@ class ParquetQuerySuite extends QueryTest with FunSuite with BeforeAndAfterAll {
assert(stringResult(0).getString(2) == "100", "stringvalue incorrect")
assert(stringResult(0).getInt(1) === 100)
}
}

test("SPARK-1913 regression: columns only referenced by pushed down filters should remain") {
val query = sql(s"SELECT mystring FROM testfiltersource WHERE myint < 10")
assert(query.collect().size === 10)
}
}
Original file line number Diff line number Diff line change
Expand Up @@ -69,6 +69,7 @@ private[hive] trait HiveStrategies {
pruneFilterProject(
projectList,
otherPredicates,
identity[Seq[Expression]],
HiveTableScan(_, relation, pruningPredicates.reduceLeftOption(And))(hiveContext)) :: Nil
case _ =>
Nil
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