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Posted to reviews@spark.apache.org by GitBox <gi...@apache.org> on 2022/05/04 05:55:57 UTC
[GitHub] [spark] sadikovi commented on a diff in pull request #36328: [SPARK-39002][SQL] StringEndsWith/Contains support push down to Parquet
sadikovi commented on code in PR #36328:
URL: https://github.com/apache/spark/pull/36328#discussion_r864476654
##########
sql/core/src/test/scala/org/apache/spark/sql/execution/datasources/parquet/ParquetFilterSuite.scala:
##########
@@ -1423,65 +1442,123 @@ abstract class ParquetFilterSuite extends QueryTest with ParquetTest with Shared
}
}
- test("filter pushdown - StringStartsWith") {
+ private def checkStringFilterPushdown(
+ stringPredicate: String => Expression,
+ sourceFilter: (String, String) => sources.Filter): Unit = {
withParquetDataFrame((1 to 4).map(i => Tuple1(i + "str" + i))) { implicit df =>
checkFilterPredicate(
- $"_1".startsWith("").asInstanceOf[Predicate],
+ stringPredicate("").asInstanceOf[Predicate],
classOf[UserDefinedByInstance[_, _]],
Seq("1str1", "2str2", "3str3", "4str4").map(Row(_)))
- Seq("2", "2s", "2st", "2str", "2str2").foreach { prefix =>
+ Seq("2", "2str2").foreach { str =>
checkFilterPredicate(
- $"_1".startsWith(prefix).asInstanceOf[Predicate],
+ stringPredicate(str).asInstanceOf[Predicate],
classOf[UserDefinedByInstance[_, _]],
"2str2")
}
- Seq("2S", "null", "2str22").foreach { prefix =>
+ Seq("2S", "null", "2str22").foreach { str =>
checkFilterPredicate(
- $"_1".startsWith(prefix).asInstanceOf[Predicate],
+ stringPredicate(str).asInstanceOf[Predicate],
classOf[UserDefinedByInstance[_, _]],
Seq.empty[Row])
}
checkFilterPredicate(
- !$"_1".startsWith("").asInstanceOf[Predicate],
+ !stringPredicate("").asInstanceOf[Predicate],
classOf[Operators.Not],
Seq().map(Row(_)))
- Seq("2", "2s", "2st", "2str", "2str2").foreach { prefix =>
+ Seq("2", "2str2").foreach { str =>
checkFilterPredicate(
- !$"_1".startsWith(prefix).asInstanceOf[Predicate],
+ !stringPredicate(str).asInstanceOf[Predicate],
classOf[Operators.Not],
Seq("1str1", "3str3", "4str4").map(Row(_)))
}
- Seq("2S", "null", "2str22").foreach { prefix =>
+ Seq("2S", "null", "2str22").foreach { str =>
checkFilterPredicate(
- !$"_1".startsWith(prefix).asInstanceOf[Predicate],
+ !stringPredicate(str).asInstanceOf[Predicate],
classOf[Operators.Not],
Seq("1str1", "2str2", "3str3", "4str4").map(Row(_)))
}
val schema = new SparkToParquetSchemaConverter(conf).convert(df.schema)
assertResult(None) {
- createParquetFilters(schema).createFilter(sources.StringStartsWith("_1", null))
+ createParquetFilters(schema).createFilter(sourceFilter("_1", null))
}
}
// SPARK-28371: make sure filter is null-safe.
withParquetDataFrame(Seq(Tuple1[String](null))) { implicit df =>
checkFilterPredicate(
- $"_1".startsWith("blah").asInstanceOf[Predicate],
+ stringPredicate("blah").asInstanceOf[Predicate],
classOf[UserDefinedByInstance[_, _]],
Seq.empty[Row])
}
+ }
+
+ test("filter pushdown - StringStartsWith") {
+ checkStringFilterPushdown(
+ str => $"_1".startsWith(str),
+ (attr, value) => sources.StringStartsWith(attr, value))
+ }
+
+ test("filter pushdown - StringEndsWith") {
+ checkStringFilterPushdown(
+ str => $"_1".endsWith(str),
+ (attr, value) => sources.StringEndsWith(attr, value))
+ }
+
+ test("filter pushdown - StringContains") {
+ checkStringFilterPushdown(
+ str => $"_1".contains(str),
+ (attr, value) => sources.StringContains(attr, value))
+ }
+ test("filter pushdown - StringPredicate") {
import testImplicits._
- // Test canDrop() has taken effect
- testStringStartsWith(spark.range(1024).map(_.toString).toDF(), "value like 'a%'")
- // Test inverseCanDrop() has taken effect
- testStringStartsWith(spark.range(1024).map(c => "100").toDF(), "value not like '10%'")
+ // keep() should take effect on StartsWith/EndsWith/Contains
+ Seq(
+ "value like 'a%'", // StartsWith
+ "value like '%a'", // EndsWith
+ "value like '%a%'" // Contains
Review Comment:
A quick comment. How does this verify the "keep()" test? Shouldn't also be "canDrop()"?
##########
sql/core/src/test/scala/org/apache/spark/sql/execution/datasources/parquet/ParquetFilterSuite.scala:
##########
@@ -1423,65 +1442,123 @@ abstract class ParquetFilterSuite extends QueryTest with ParquetTest with Shared
}
}
- test("filter pushdown - StringStartsWith") {
+ private def checkStringFilterPushdown(
+ stringPredicate: String => Expression,
+ sourceFilter: (String, String) => sources.Filter): Unit = {
withParquetDataFrame((1 to 4).map(i => Tuple1(i + "str" + i))) { implicit df =>
checkFilterPredicate(
- $"_1".startsWith("").asInstanceOf[Predicate],
+ stringPredicate("").asInstanceOf[Predicate],
classOf[UserDefinedByInstance[_, _]],
Seq("1str1", "2str2", "3str3", "4str4").map(Row(_)))
- Seq("2", "2s", "2st", "2str", "2str2").foreach { prefix =>
+ Seq("2", "2str2").foreach { str =>
checkFilterPredicate(
- $"_1".startsWith(prefix).asInstanceOf[Predicate],
+ stringPredicate(str).asInstanceOf[Predicate],
classOf[UserDefinedByInstance[_, _]],
"2str2")
}
- Seq("2S", "null", "2str22").foreach { prefix =>
+ Seq("2S", "null", "2str22").foreach { str =>
checkFilterPredicate(
- $"_1".startsWith(prefix).asInstanceOf[Predicate],
+ stringPredicate(str).asInstanceOf[Predicate],
classOf[UserDefinedByInstance[_, _]],
Seq.empty[Row])
}
checkFilterPredicate(
- !$"_1".startsWith("").asInstanceOf[Predicate],
+ !stringPredicate("").asInstanceOf[Predicate],
classOf[Operators.Not],
Seq().map(Row(_)))
- Seq("2", "2s", "2st", "2str", "2str2").foreach { prefix =>
+ Seq("2", "2str2").foreach { str =>
checkFilterPredicate(
- !$"_1".startsWith(prefix).asInstanceOf[Predicate],
+ !stringPredicate(str).asInstanceOf[Predicate],
classOf[Operators.Not],
Seq("1str1", "3str3", "4str4").map(Row(_)))
}
- Seq("2S", "null", "2str22").foreach { prefix =>
+ Seq("2S", "null", "2str22").foreach { str =>
checkFilterPredicate(
- !$"_1".startsWith(prefix).asInstanceOf[Predicate],
+ !stringPredicate(str).asInstanceOf[Predicate],
classOf[Operators.Not],
Seq("1str1", "2str2", "3str3", "4str4").map(Row(_)))
}
val schema = new SparkToParquetSchemaConverter(conf).convert(df.schema)
assertResult(None) {
- createParquetFilters(schema).createFilter(sources.StringStartsWith("_1", null))
+ createParquetFilters(schema).createFilter(sourceFilter("_1", null))
}
}
// SPARK-28371: make sure filter is null-safe.
withParquetDataFrame(Seq(Tuple1[String](null))) { implicit df =>
checkFilterPredicate(
- $"_1".startsWith("blah").asInstanceOf[Predicate],
+ stringPredicate("blah").asInstanceOf[Predicate],
classOf[UserDefinedByInstance[_, _]],
Seq.empty[Row])
}
+ }
+
+ test("filter pushdown - StringStartsWith") {
+ checkStringFilterPushdown(
+ str => $"_1".startsWith(str),
+ (attr, value) => sources.StringStartsWith(attr, value))
+ }
+
+ test("filter pushdown - StringEndsWith") {
+ checkStringFilterPushdown(
+ str => $"_1".endsWith(str),
+ (attr, value) => sources.StringEndsWith(attr, value))
+ }
+
+ test("filter pushdown - StringContains") {
+ checkStringFilterPushdown(
+ str => $"_1".contains(str),
+ (attr, value) => sources.StringContains(attr, value))
+ }
+ test("filter pushdown - StringPredicate") {
import testImplicits._
- // Test canDrop() has taken effect
- testStringStartsWith(spark.range(1024).map(_.toString).toDF(), "value like 'a%'")
- // Test inverseCanDrop() has taken effect
- testStringStartsWith(spark.range(1024).map(c => "100").toDF(), "value not like '10%'")
+ // keep() should take effect on StartsWith/EndsWith/Contains
+ Seq(
+ "value like 'a%'", // StartsWith
+ "value like '%a'", // EndsWith
+ "value like '%a%'" // Contains
Review Comment:
A quick comment. How does this verify the "keep()" test? Shouldn't it also be "canDrop()"?
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