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[SPARK-21567][SQL] Dataset should work with type alias #18813

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viirya wants to merge 3 commits into apache:master from viirya:SPARK-21567

Member

viirya commented Aug 2, 2017

What changes were proposed in this pull request?

If we create a type alias for a type workable with Dataset, the type alias doesn't work with Dataset.

A reproducible case looks like:

object C {
  type TwoInt = (Int, Int)
  def tupleTypeAlias: TwoInt = (1, 1)
}

Seq(1).toDS().map(_ => ("", C.tupleTypeAlias))

It throws an exception like:

type T1 is not a class
scala.ScalaReflectionException: type T1 is not a class
  at scala.reflect.api.Symbols$SymbolApi$class.asClass(Symbols.scala:275)
  ...

This patch accesses the dealias of type in many places in ScalaReflection to fix it.

How was this patch tested?

Added test case.


          Dataset should work with type alias.

8a4b63d

SparkQA commented Aug 2, 2017

Test build #80151 has finished for PR 18813 at commit 8a4b63d.

This patch fails PySpark unit tests.
This patch merges cleanly.
This patch adds no public classes.

Member Author

viirya commented Aug 2, 2017

retest this please.

SparkQA commented Aug 2, 2017

Test build #80157 has finished for PR 18813 at commit 8a4b63d.

This patch fails SparkR unit tests.
This patch merges cleanly.
This patch adds no public classes.

Member Author

viirya commented Aug 2, 2017

retest this please.

SparkQA commented Aug 2, 2017

Test build #80160 has finished for PR 18813 at commit 8a4b63d.

This patch passes all tests.
This patch merges cleanly.
This patch adds no public classes.

Member Author

viirya commented Aug 2, 2017

cc @cloud-fan @hvanhovell

Member Author

viirya commented Aug 4, 2017

ping @cloud-fan May you have time to look at this? Thanks.

Member Author

viirya commented Aug 7, 2017

ping @cloud-fan @hvanhovell Can you help to review this change? Thanks.

Contributor

cloud-fan commented Aug 7, 2017

is it possible to dealias the Type at the very beginning and avoid touching so many places?

viirya commented

View reviewed changes

sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/ScalaReflection.scala

@@ @@ -94,7 +94,7 @@ object ScalaReflection extends ScalaReflection { @@
                  * JVM form instead of the Scala Array that handles auto boxing.
                  */
                 private def arrayClassFor(tpe: `Type`): ObjectType = {

Member Author

viirya Aug 8, 2017

arrayClassFor is called at many place. The typical calling pattern looks like:

        val TypeRef(_, _, Seq(elementType)) = tpe
        arrayClassFor(elementType)

So instead of dealiasing when calling, we dealiase it here.

viirya commented

View reviewed changes

sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/ScalaReflection.scala

		@@ -62,7 +62,7 @@ object ScalaReflection extends ScalaReflection {
		def dataTypeFor[T : TypeTag]: DataType = dataTypeFor(localTypeOf[T])

		private def dataTypeFor(tpe: `Type`): DataType = {

Member Author

viirya Aug 8, 2017 •

edited

Loading

dataTypeFor can be called like this at many places:

val TypeRef(_, _, Seq(optType)) = t
val unwrapped = UnwrapOption(dataTypeFor(optType), inputObject)

So we need to dealias it too.

viirya commented

View reviewed changes

sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/ScalaReflection.scala

@@ @@ -193,7 +193,7 @@ object ScalaReflection extends ScalaReflection { @@
                     case _ => UpCast(expr, expected, walkedTypePath)
                   }
-                  tpe match {
+                  tpe.dealias match {

Member Author

viirya Aug 8, 2017 •

edited

Loading

This is for deserializerFor. deserializerFor can call itself. It has many entrance points. So we need to dealias its given type parameter.

viirya commented

View reviewed changes

sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/ScalaReflection.scala

@@ @@ -469,7 +469,7 @@ object ScalaReflection extends ScalaReflection { @@
                     }
                   }
-                  tpe match {
+                  tpe.dealias match {

Member Author

viirya Aug 8, 2017

For serializerFor. The same reason as deserializerFor.

viirya commented

View reviewed changes

sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/ScalaReflection.scala

@@ @@ -690,7 +690,7 @@ object ScalaReflection extends ScalaReflection { @@
                 /*
                  * Retrieves the runtime class corresponding to the provided type.
                  */
-                def getClassFromType(tpe: Type): Class[_] = mirror.runtimeClass(tpe.typeSymbol.asClass)
+                def getClassFromType(tpe: Type): Class[_] = mirror.runtimeClass(tpe.dealias.typeSymbol.asClass)

Member Author

viirya Aug 8, 2017

This can be saved from dealiasing. I'll remove it.

viirya commented

View reviewed changes

sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/ScalaReflection.scala

@@ @@ -705,7 +705,7 @@ object ScalaReflection extends ScalaReflection { @@
                 /** Returns a catalyst DataType and its nullability for the given Scala Type using reflection. */
                 def schemaFor(tpe: `Type`): Schema = {
-                  tpe match {
+                  tpe.dealias match {

Member Author

viirya Aug 8, 2017 •

edited

Loading

This can't be saved from dealiasing.

viirya commented

View reviewed changes

sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/ScalaReflection.scala

@@ @@ -775,7 +775,7 @@ object ScalaReflection extends ScalaReflection { @@
                  * Whether the fields of the given type is defined entirely by its constructor parameters.
                  */
                 def definedByConstructorParams(tpe: Type): Boolean = {
-                  tpe <:< localTypeOf[Product] || tpe <:< localTypeOf[DefinedByConstructorParams]
+                  tpe.dealias <:< localTypeOf[Product] || tpe.dealias <:< localTypeOf[DefinedByConstructorParams]

Member Author

viirya Aug 8, 2017

This can be saved from dealiasing. I'll remove it.

Member Author

viirya Aug 8, 2017

Oh. no. definedByConstructorParams is called in ExpressionEncoder too. So we should do dealias here.

viirya commented

View reviewed changes

sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/ScalaReflection.scala

@@ @@ -829,7 +829,7 @@ trait ScalaReflection { @@
                  * synthetic classes, emulating behaviour in Java bytecode.
                  */
                 def getClassNameFromType(tpe: `Type`): String = {
-                  tpe.erasure.typeSymbol.asClass.fullName
+                  tpe.dealias.erasure.typeSymbol.asClass.fullName

Member Author

viirya Aug 8, 2017

This is needed.

viirya commented

View reviewed changes

sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/ScalaReflection.scala

+                  val dealiasedTpe = tpe.dealias
+                  val formalTypeArgs = dealiasedTpe.typeSymbol.asClass.typeParams
+                  val TypeRef(_, _, actualTypeArgs) = dealiasedTpe
+                  val params = constructParams(dealiasedTpe)

Member Author

viirya Aug 8, 2017

This is needed.

viirya commented

View reviewed changes

sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/ScalaReflection.scala

		@@ -864,7 +865,7 @@ trait ScalaReflection {
		}

		protected def constructParams(tpe: Type): Seq[Symbol] = {

Member Author

viirya Aug 8, 2017

This is called at different points. So it's needed too.

Member Author

viirya commented Aug 8, 2017

@cloud-fan I identified only one place getClassFromType we can remove the dealias. As there is only one and it's a public method, I prefer to keep it in case the future caller doesn't do dealias, except for you strongly feel we should remove it. Thanks.

cloud-fan reviewed

View reviewed changes

sql/core/src/test/scala/org/apache/spark/sql/DatasetSuite.scala

@@ @@ -34,6 +34,11 @@ import org.apache.spark.sql.types._ @@
               case class TestDataPoint(x: Int, y: Double, s: String, t: TestDataPoint2)
               case class TestDataPoint2(x: Int, s: String)
+              object TestForTypeAlias {
+                type TwoInt = (Int, Int)

Contributor

cloud-fan Aug 8, 2017

let's also test nested type alias

Member Author

viirya Aug 8, 2017

sorry what the nested type alias means?

Member Author

viirya Aug 8, 2017

like type TwoIntSeq = Seq[TwoInt]?

Contributor

cloud-fan Aug 8, 2017

like

type TwoInt = (Int, Int)
type ThreeInt = (TowInt, Int)

Member Author

viirya Aug 8, 2017

OK. Added another test for this case.

Contributor

cloud-fan commented Aug 8, 2017

LGTM

viirya added 2 commits

August 8, 2017 02:36


          Add another test.

312c7b0


          Add another test.

031d1d3

SparkQA commented Aug 8, 2017

Test build #80374 has finished for PR 18813 at commit 312c7b0.

This patch passes all tests.
This patch merges cleanly.
This patch adds no public classes.

SparkQA commented Aug 8, 2017

Test build #80377 has finished for PR 18813 at commit 031d1d3.

This patch passes all tests.
This patch merges cleanly.
This patch adds no public classes.

asfgit closed this in

ee13041

Contributor

cloud-fan commented Aug 8, 2017 •

edited

Loading

thanks, merging to master！

asfgit pushed a commit that referenced this pull request


          [SPARK-21567][SQL] Dataset should work with type alias

86609a9

If we create a type alias for a type workable with Dataset, the type alias doesn't work with Dataset.

A reproducible case looks like:

    object C {
      type TwoInt = (Int, Int)
      def tupleTypeAlias: TwoInt = (1, 1)
    }

    Seq(1).toDS().map(_ => ("", C.tupleTypeAlias))

It throws an exception like:

    type T1 is not a class
    scala.ScalaReflectionException: type T1 is not a class
      at scala.reflect.api.Symbols$SymbolApi$class.asClass(Symbols.scala:275)
      ...

This patch accesses the dealias of type in many places in `ScalaReflection` to fix it.

Added test case.

Author: Liang-Chi Hsieh <viirya@gmail.com>

Closes #18813 from viirya/SPARK-21567.

(cherry picked from commit ee13041)
Signed-off-by: Wenchen Fan <wenchen@databricks.com>

Member Author

viirya commented Aug 8, 2017

Thanks you @cloud-fan.

MatthewRBruce pushed a commit to Shopify/spark that referenced this pull request


          [SPARK-21567][SQL] Dataset should work with type alias

e74b939

If we create a type alias for a type workable with Dataset, the type alias doesn't work with Dataset.

A reproducible case looks like:

    object C {
      type TwoInt = (Int, Int)
      def tupleTypeAlias: TwoInt = (1, 1)
    }

    Seq(1).toDS().map(_ => ("", C.tupleTypeAlias))

It throws an exception like:

    type T1 is not a class
    scala.ScalaReflectionException: type T1 is not a class
      at scala.reflect.api.Symbols$SymbolApi$class.asClass(Symbols.scala:275)
      ...

This patch accesses the dealias of type in many places in `ScalaReflection` to fix it.

Added test case.

Author: Liang-Chi Hsieh <viirya@gmail.com>

Closes apache#18813 from viirya/SPARK-21567.

(cherry picked from commit ee13041)
Signed-off-by: Wenchen Fan <wenchen@databricks.com>

viirya deleted the SPARK-21567 branch

December 27, 2023 18:34

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