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Original file line number Diff line number Diff line change
Expand Up @@ -116,6 +116,9 @@ object NormalizeFloatingNumbers extends Rule[LogicalPlan] {
case CreateMap(children, useStringTypeWhenEmpty) =>
CreateMap(children.map(normalize), useStringTypeWhenEmpty)

case _ if expr.dataType == FloatType || expr.dataType == DoubleType =>
KnownFloatingPointNormalized(NormalizeNaNAndZero(expr))

case If(cond, trueValue, falseValue) =>
If(cond, normalize(trueValue), normalize(falseValue))

Expand All @@ -125,9 +128,6 @@ object NormalizeFloatingNumbers extends Rule[LogicalPlan] {
case Coalesce(children) =>
Coalesce(children.map(normalize))

case _ if expr.dataType == FloatType || expr.dataType == DoubleType =>
KnownFloatingPointNormalized(NormalizeNaNAndZero(expr))

case _ if expr.dataType.isInstanceOf[StructType] =>
val fields = expr.dataType.asInstanceOf[StructType].fields.indices.map { i =>
normalize(GetStructField(expr, i))
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Original file line number Diff line number Diff line change
Expand Up @@ -85,43 +85,41 @@ class NormalizeFloatingPointNumbersSuite extends PlanTest {
val optimized = Optimize.execute(query)
val doubleOptimized = Optimize.execute(optimized)
val joinCond = IsNull(a) === IsNull(b) &&
coalesce(KnownFloatingPointNormalized(NormalizeNaNAndZero(a)),
KnownFloatingPointNormalized(NormalizeNaNAndZero(0.0))) ===
coalesce(KnownFloatingPointNormalized(NormalizeNaNAndZero(b)),
KnownFloatingPointNormalized(NormalizeNaNAndZero(0.0)))
KnownFloatingPointNormalized(NormalizeNaNAndZero(coalesce(a, 0.0))) ===
KnownFloatingPointNormalized(NormalizeNaNAndZero(coalesce(b, 0.0)))
val correctAnswer = testRelation1.join(testRelation2, condition = Some(joinCond))

comparePlans(doubleOptimized, correctAnswer)
}

test("SPARK-32258: normalize the children of If") {
val cond = If(a > 0.1D, a, a + 0.2D) === b
val cond = If(a > 0.1D, namedStruct("a", a), namedStruct("a", a + 0.2D)) === namedStruct("a", b)
val query = testRelation1.join(testRelation2, condition = Some(cond))
val optimized = Optimize.execute(query)
val doubleOptimized = Optimize.execute(optimized)

val joinCond = If(a > 0.1D,
KnownFloatingPointNormalized(NormalizeNaNAndZero(a)),
KnownFloatingPointNormalized(NormalizeNaNAndZero(a + 0.2D))) ===
KnownFloatingPointNormalized(NormalizeNaNAndZero(b))
namedStruct("a", KnownFloatingPointNormalized(NormalizeNaNAndZero(a))),
namedStruct("a", KnownFloatingPointNormalized(NormalizeNaNAndZero(a + 0.2D)))) ===
namedStruct("a", KnownFloatingPointNormalized(NormalizeNaNAndZero(b)))
val correctAnswer = testRelation1.join(testRelation2, condition = Some(joinCond))

comparePlans(doubleOptimized, correctAnswer)
}

test("SPARK-32258: normalize the children of CaseWhen") {
val cond = CaseWhen(
Seq((a > 0.1D, a), (a > 0.2D, a + 0.2D)),
Some(a + 0.3D)) === b
Seq((a > 0.1D, namedStruct("a", a)), (a > 0.2D, namedStruct("a", a + 0.2D))),
Some(namedStruct("a", a + 0.3D))) === namedStruct("a", b)
val query = testRelation1.join(testRelation2, condition = Some(cond))
val optimized = Optimize.execute(query)
val doubleOptimized = Optimize.execute(optimized)

val joinCond = CaseWhen(
Seq((a > 0.1D, KnownFloatingPointNormalized(NormalizeNaNAndZero(a))),
(a > 0.2D, KnownFloatingPointNormalized(NormalizeNaNAndZero(a + 0.2D)))),
Some(KnownFloatingPointNormalized(NormalizeNaNAndZero(a + 0.3D)))) ===
KnownFloatingPointNormalized(NormalizeNaNAndZero(b))
Seq((a > 0.1D, namedStruct("a", KnownFloatingPointNormalized(NormalizeNaNAndZero(a)))),
(a > 0.2D, namedStruct("a", KnownFloatingPointNormalized(NormalizeNaNAndZero(a + 0.2D))))),
Some(namedStruct("a", KnownFloatingPointNormalized(NormalizeNaNAndZero(a + 0.3D))))) ===
namedStruct("a", KnownFloatingPointNormalized(NormalizeNaNAndZero(b)))
val correctAnswer = testRelation1.join(testRelation2, condition = Some(joinCond))

comparePlans(doubleOptimized, correctAnswer)
Expand Down