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[SPARK-34677][SQL] Support the +/- operators over ANSI SQL intervals #31789

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[SPARK-34677][SQL] Support the +/- operators over ANSI SQL intervals #31789

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a5fc2c1
Negate intervals
MaxGekk Mar 9, 2021
5bb4b7c
Support +/-
MaxGekk Mar 9, 2021
18b1db3
Regen expected error message
MaxGekk Mar 9, 2021
0a202f3
Reuse exactMathMethod()
MaxGekk Mar 10, 2021
fc4a76d
Remove 's'
MaxGekk Mar 10, 2021
9a086f3
Move UnaryMinus inside of foreach
MaxGekk Mar 11, 2021
3994b69
sumDF -> addDF
MaxGekk Mar 11, 2021
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21 changes: 21 additions & 0 deletions sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/arithmetic.scala
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Expand Up @@ -83,12 +83,19 @@ case class UnaryMinus(
val iu = IntervalUtils.getClass.getCanonicalName.stripSuffix("$")
val method = if (failOnError) "negateExact" else "negate"
defineCodeGen(ctx, ev, c => s"$iu.$method($c)")
case DayTimeIntervalType | YearMonthIntervalType =>
nullSafeCodeGen(ctx, ev, eval => {
val mathClass = classOf[Math].getName
s"${ev.value} = $mathClass.negateExact($eval);"
})
}

protected override def nullSafeEval(input: Any): Any = dataType match {
case CalendarIntervalType if failOnError =>
IntervalUtils.negateExact(input.asInstanceOf[CalendarInterval])
case CalendarIntervalType => IntervalUtils.negate(input.asInstanceOf[CalendarInterval])
case DayTimeIntervalType => Math.negateExact(input.asInstanceOf[Long])
case YearMonthIntervalType => Math.negateExact(input.asInstanceOf[Int])
case _ => numeric.negate(input)
}

Expand Down Expand Up @@ -185,6 +192,12 @@ abstract class BinaryArithmetic extends BinaryOperator with NullIntolerant {
case CalendarIntervalType =>
val iu = IntervalUtils.getClass.getCanonicalName.stripSuffix("$")
defineCodeGen(ctx, ev, (eval1, eval2) => s"$iu.$calendarIntervalMethod($eval1, $eval2)")
case DayTimeIntervalType | YearMonthIntervalType =>
assert(exactMathMethod.isDefined,
s"The expression '$nodeName' must override the exactMathMethod() method " +
"if it is supposed to operate over interval types.")
val mathClass = classOf[Math].getName
defineCodeGen(ctx, ev, (eval1, eval2) => s"$mathClass.${exactMathMethod.get}($eval1, $eval2)")
// byte and short are casted into int when add, minus, times or divide
case ByteType | ShortType =>
nullSafeCodeGen(ctx, ev, (eval1, eval2) => {
Expand Down Expand Up @@ -267,6 +280,10 @@ case class Add(
case CalendarIntervalType =>
IntervalUtils.add(
input1.asInstanceOf[CalendarInterval], input2.asInstanceOf[CalendarInterval])
case DayTimeIntervalType =>
Math.addExact(input1.asInstanceOf[Long], input2.asInstanceOf[Long])
case YearMonthIntervalType =>
Math.addExact(input1.asInstanceOf[Int], input2.asInstanceOf[Int])
case _ => numeric.plus(input1, input2)
}

Expand Down Expand Up @@ -306,6 +323,10 @@ case class Subtract(
case CalendarIntervalType =>
IntervalUtils.subtract(
input1.asInstanceOf[CalendarInterval], input2.asInstanceOf[CalendarInterval])
case DayTimeIntervalType =>
Math.subtractExact(input1.asInstanceOf[Long], input2.asInstanceOf[Long])
case YearMonthIntervalType =>
Math.subtractExact(input1.asInstanceOf[Int], input2.asInstanceOf[Int])
case _ => numeric.minus(input1, input2)
}

Expand Down
6 changes: 5 additions & 1 deletion sql/catalyst/src/main/scala/org/apache/spark/sql/types/AbstractDataType.scala
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Expand Up @@ -82,7 +82,11 @@ private[sql] object TypeCollection {
* Types that include numeric types and interval type. They are only used in unary_minus,
* unary_positive, add and subtract operations.
*/
val NumericAndInterval = TypeCollection(NumericType, CalendarIntervalType)
val NumericAndInterval = TypeCollection(
NumericType,
CalendarIntervalType,
DayTimeIntervalType,
YearMonthIntervalType)

def apply(types: AbstractDataType*): TypeCollection = new TypeCollection(types)

Expand Down
4 changes: 2 additions & 2 deletions ...t/src/test/scala/org/apache/spark/sql/catalyst/analysis/ExpressionTypeCheckingSuite.scala
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Expand Up @@ -78,9 +78,9 @@ class ExpressionTypeCheckingSuite extends SparkFunSuite {
assertErrorForDifferingTypes(BitwiseXor(Symbol("intField"), Symbol("booleanField")))

assertError(Add(Symbol("booleanField"), Symbol("booleanField")),
"requires (numeric or interval) type")
"requires (numeric or interval or daytimeinterval or yearmonthinterval) type")
assertError(Subtract(Symbol("booleanField"), Symbol("booleanField")),
"requires (numeric or interval) type")
"requires (numeric or interval or daytimeinterval or yearmonthinterval) type")
assertError(Multiply(Symbol("booleanField"), Symbol("booleanField")), "requires numeric type")
assertError(Divide(Symbol("booleanField"), Symbol("booleanField")),
"requires (double or decimal) type")
Expand Down
38 changes: 38 additions & 0 deletions .../src/test/scala/org/apache/spark/sql/catalyst/expressions/ArithmeticExpressionSuite.scala
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Expand Up @@ -18,6 +18,7 @@
package org.apache.spark.sql.catalyst.expressions

import java.sql.{Date, Timestamp}
import java.time.{Duration, Period}

import org.apache.spark.SparkFunSuite
import org.apache.spark.sql.catalyst.InternalRow
Expand Down Expand Up @@ -576,4 +577,41 @@ class ArithmeticExpressionSuite extends SparkFunSuite with ExpressionEvalHelper
}
}
}

test("SPARK-34677: exact add and subtract of day-time and year-month intervals") {
checkExceptionInExpression[ArithmeticException](
UnaryMinus(Literal.create(Period.ofMonths(Int.MinValue), YearMonthIntervalType)),
"overflow")
Seq(true, false).foreach { failOnError =>
checkExceptionInExpression[ArithmeticException](
Subtract(
Literal.create(Period.ofMonths(Int.MinValue), YearMonthIntervalType),
Literal.create(Period.ofMonths(10), YearMonthIntervalType),
failOnError
),
"overflow")
checkExceptionInExpression[ArithmeticException](
Add(
Literal.create(Period.ofMonths(Int.MaxValue), YearMonthIntervalType),
Literal.create(Period.ofMonths(10), YearMonthIntervalType),
failOnError
),
"overflow")

checkExceptionInExpression[ArithmeticException](
Subtract(
Literal.create(Duration.ofDays(-106751991), DayTimeIntervalType),
Literal.create(Duration.ofDays(10), DayTimeIntervalType),
failOnError
),
"overflow")
checkExceptionInExpression[ArithmeticException](
Add(
Literal.create(Duration.ofDays(106751991), DayTimeIntervalType),
Literal.create(Duration.ofDays(10), DayTimeIntervalType),
failOnError
),
"overflow")
}
}
}
5 changes: 4 additions & 1 deletion sql/catalyst/src/test/scala/org/apache/spark/sql/types/DataTypeTestUtils.scala
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Expand Up @@ -52,7 +52,10 @@ object DataTypeTestUtils {
/**
* Instances of all [[NumericType]]s and [[CalendarIntervalType]]
*/
val numericAndInterval: Set[DataType] = numericTypeWithoutDecimal + CalendarIntervalType
val numericAndInterval: Set[DataType] = numericTypeWithoutDecimal ++ Set(
CalendarIntervalType,
DayTimeIntervalType,
YearMonthIntervalType)

/**
* All the types that support ordering
Expand Down
18 changes: 9 additions & 9 deletions sql/core/src/test/resources/sql-tests/results/ansi/literals.sql.out
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Expand Up @@ -436,7 +436,7 @@ select +date '1999-01-01'
struct<>
-- !query output
org.apache.spark.sql.AnalysisException
cannot resolve '(+ DATE '1999-01-01')' due to data type mismatch: argument 1 requires (numeric or interval) type, however, 'DATE '1999-01-01'' is of date type.; line 1 pos 7
cannot resolve '(+ DATE '1999-01-01')' due to data type mismatch: argument 1 requires (numeric or interval or daytimeinterval or yearmonthinterval) type, however, 'DATE '1999-01-01'' is of date type.; line 1 pos 7


-- !query
Expand All @@ -445,7 +445,7 @@ select +timestamp '1999-01-01'
struct<>
-- !query output
org.apache.spark.sql.AnalysisException
cannot resolve '(+ TIMESTAMP '1999-01-01 00:00:00')' due to data type mismatch: argument 1 requires (numeric or interval) type, however, 'TIMESTAMP '1999-01-01 00:00:00'' is of timestamp type.; line 1 pos 7
cannot resolve '(+ TIMESTAMP '1999-01-01 00:00:00')' due to data type mismatch: argument 1 requires (numeric or interval or daytimeinterval or yearmonthinterval) type, however, 'TIMESTAMP '1999-01-01 00:00:00'' is of timestamp type.; line 1 pos 7


-- !query
Expand All @@ -462,7 +462,7 @@ select +map(1, 2)
struct<>
-- !query output
org.apache.spark.sql.AnalysisException
cannot resolve '(+ map(1, 2))' due to data type mismatch: argument 1 requires (numeric or interval) type, however, 'map(1, 2)' is of map<int,int> type.; line 1 pos 7
cannot resolve '(+ map(1, 2))' due to data type mismatch: argument 1 requires (numeric or interval or daytimeinterval or yearmonthinterval) type, however, 'map(1, 2)' is of map<int,int> type.; line 1 pos 7


-- !query
Expand All @@ -471,7 +471,7 @@ select +array(1,2)
struct<>
-- !query output
org.apache.spark.sql.AnalysisException
cannot resolve '(+ array(1, 2))' due to data type mismatch: argument 1 requires (numeric or interval) type, however, 'array(1, 2)' is of array<int> type.; line 1 pos 7
cannot resolve '(+ array(1, 2))' due to data type mismatch: argument 1 requires (numeric or interval or daytimeinterval or yearmonthinterval) type, however, 'array(1, 2)' is of array<int> type.; line 1 pos 7


-- !query
Expand All @@ -480,7 +480,7 @@ select +named_struct('a', 1, 'b', 'spark')
struct<>
-- !query output
org.apache.spark.sql.AnalysisException
cannot resolve '(+ named_struct('a', 1, 'b', 'spark'))' due to data type mismatch: argument 1 requires (numeric or interval) type, however, 'named_struct('a', 1, 'b', 'spark')' is of struct<a:int,b:string> type.; line 1 pos 7
cannot resolve '(+ named_struct('a', 1, 'b', 'spark'))' due to data type mismatch: argument 1 requires (numeric or interval or daytimeinterval or yearmonthinterval) type, however, 'named_struct('a', 1, 'b', 'spark')' is of struct<a:int,b:string> type.; line 1 pos 7


-- !query
Expand All @@ -489,7 +489,7 @@ select +X'1'
struct<>
-- !query output
org.apache.spark.sql.AnalysisException
cannot resolve '(+ X'01')' due to data type mismatch: argument 1 requires (numeric or interval) type, however, 'X'01'' is of binary type.; line 1 pos 7
cannot resolve '(+ X'01')' due to data type mismatch: argument 1 requires (numeric or interval or daytimeinterval or yearmonthinterval) type, however, 'X'01'' is of binary type.; line 1 pos 7


-- !query
Expand All @@ -498,7 +498,7 @@ select -date '1999-01-01'
struct<>
-- !query output
org.apache.spark.sql.AnalysisException
cannot resolve '(- DATE '1999-01-01')' due to data type mismatch: argument 1 requires (numeric or interval) type, however, 'DATE '1999-01-01'' is of date type.; line 1 pos 7
cannot resolve '(- DATE '1999-01-01')' due to data type mismatch: argument 1 requires (numeric or interval or daytimeinterval or yearmonthinterval) type, however, 'DATE '1999-01-01'' is of date type.; line 1 pos 7


-- !query
Expand All @@ -507,7 +507,7 @@ select -timestamp '1999-01-01'
struct<>
-- !query output
org.apache.spark.sql.AnalysisException
cannot resolve '(- TIMESTAMP '1999-01-01 00:00:00')' due to data type mismatch: argument 1 requires (numeric or interval) type, however, 'TIMESTAMP '1999-01-01 00:00:00'' is of timestamp type.; line 1 pos 7
cannot resolve '(- TIMESTAMP '1999-01-01 00:00:00')' due to data type mismatch: argument 1 requires (numeric or interval or daytimeinterval or yearmonthinterval) type, however, 'TIMESTAMP '1999-01-01 00:00:00'' is of timestamp type.; line 1 pos 7


-- !query
Expand All @@ -516,4 +516,4 @@ select -x'2379ACFe'
struct<>
-- !query output
org.apache.spark.sql.AnalysisException
cannot resolve '(- X'2379ACFE')' due to data type mismatch: argument 1 requires (numeric or interval) type, however, 'X'2379ACFE'' is of binary type.; line 1 pos 7
cannot resolve '(- X'2379ACFE')' due to data type mismatch: argument 1 requires (numeric or interval or daytimeinterval or yearmonthinterval) type, however, 'X'2379ACFE'' is of binary type.; line 1 pos 7
Expand Down
18 changes: 9 additions & 9 deletions sql/core/src/test/resources/sql-tests/results/literals.sql.out
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Original file line number Diff line number Diff line change
Expand Up @@ -436,7 +436,7 @@ select +date '1999-01-01'
struct<>
-- !query output
org.apache.spark.sql.AnalysisException
cannot resolve '(+ DATE '1999-01-01')' due to data type mismatch: argument 1 requires (numeric or interval) type, however, 'DATE '1999-01-01'' is of date type.; line 1 pos 7
cannot resolve '(+ DATE '1999-01-01')' due to data type mismatch: argument 1 requires (numeric or interval or daytimeinterval or yearmonthinterval) type, however, 'DATE '1999-01-01'' is of date type.; line 1 pos 7


-- !query
Expand All @@ -445,7 +445,7 @@ select +timestamp '1999-01-01'
struct<>
-- !query output
org.apache.spark.sql.AnalysisException
cannot resolve '(+ TIMESTAMP '1999-01-01 00:00:00')' due to data type mismatch: argument 1 requires (numeric or interval) type, however, 'TIMESTAMP '1999-01-01 00:00:00'' is of timestamp type.; line 1 pos 7
cannot resolve '(+ TIMESTAMP '1999-01-01 00:00:00')' due to data type mismatch: argument 1 requires (numeric or interval or daytimeinterval or yearmonthinterval) type, however, 'TIMESTAMP '1999-01-01 00:00:00'' is of timestamp type.; line 1 pos 7


-- !query
Expand All @@ -462,7 +462,7 @@ select +map(1, 2)
struct<>
-- !query output
org.apache.spark.sql.AnalysisException
cannot resolve '(+ map(1, 2))' due to data type mismatch: argument 1 requires (numeric or interval) type, however, 'map(1, 2)' is of map<int,int> type.; line 1 pos 7
cannot resolve '(+ map(1, 2))' due to data type mismatch: argument 1 requires (numeric or interval or daytimeinterval or yearmonthinterval) type, however, 'map(1, 2)' is of map<int,int> type.; line 1 pos 7


-- !query
Expand All @@ -471,7 +471,7 @@ select +array(1,2)
struct<>
-- !query output
org.apache.spark.sql.AnalysisException
cannot resolve '(+ array(1, 2))' due to data type mismatch: argument 1 requires (numeric or interval) type, however, 'array(1, 2)' is of array<int> type.; line 1 pos 7
cannot resolve '(+ array(1, 2))' due to data type mismatch: argument 1 requires (numeric or interval or daytimeinterval or yearmonthinterval) type, however, 'array(1, 2)' is of array<int> type.; line 1 pos 7


-- !query
Expand All @@ -480,7 +480,7 @@ select +named_struct('a', 1, 'b', 'spark')
struct<>
-- !query output
org.apache.spark.sql.AnalysisException
cannot resolve '(+ named_struct('a', 1, 'b', 'spark'))' due to data type mismatch: argument 1 requires (numeric or interval) type, however, 'named_struct('a', 1, 'b', 'spark')' is of struct<a:int,b:string> type.; line 1 pos 7
cannot resolve '(+ named_struct('a', 1, 'b', 'spark'))' due to data type mismatch: argument 1 requires (numeric or interval or daytimeinterval or yearmonthinterval) type, however, 'named_struct('a', 1, 'b', 'spark')' is of struct<a:int,b:string> type.; line 1 pos 7


-- !query
Expand All @@ -489,7 +489,7 @@ select +X'1'
struct<>
-- !query output
org.apache.spark.sql.AnalysisException
cannot resolve '(+ X'01')' due to data type mismatch: argument 1 requires (numeric or interval) type, however, 'X'01'' is of binary type.; line 1 pos 7
cannot resolve '(+ X'01')' due to data type mismatch: argument 1 requires (numeric or interval or daytimeinterval or yearmonthinterval) type, however, 'X'01'' is of binary type.; line 1 pos 7


-- !query
Expand All @@ -498,7 +498,7 @@ select -date '1999-01-01'
struct<>
-- !query output
org.apache.spark.sql.AnalysisException
cannot resolve '(- DATE '1999-01-01')' due to data type mismatch: argument 1 requires (numeric or interval) type, however, 'DATE '1999-01-01'' is of date type.; line 1 pos 7
cannot resolve '(- DATE '1999-01-01')' due to data type mismatch: argument 1 requires (numeric or interval or daytimeinterval or yearmonthinterval) type, however, 'DATE '1999-01-01'' is of date type.; line 1 pos 7


-- !query
Expand All @@ -507,7 +507,7 @@ select -timestamp '1999-01-01'
struct<>
-- !query output
org.apache.spark.sql.AnalysisException
cannot resolve '(- TIMESTAMP '1999-01-01 00:00:00')' due to data type mismatch: argument 1 requires (numeric or interval) type, however, 'TIMESTAMP '1999-01-01 00:00:00'' is of timestamp type.; line 1 pos 7
cannot resolve '(- TIMESTAMP '1999-01-01 00:00:00')' due to data type mismatch: argument 1 requires (numeric or interval or daytimeinterval or yearmonthinterval) type, however, 'TIMESTAMP '1999-01-01 00:00:00'' is of timestamp type.; line 1 pos 7


-- !query
Expand All @@ -516,4 +516,4 @@ select -x'2379ACFe'
struct<>
-- !query output
org.apache.spark.sql.AnalysisException
cannot resolve '(- X'2379ACFE')' due to data type mismatch: argument 1 requires (numeric or interval) type, however, 'X'2379ACFE'' is of binary type.; line 1 pos 7
cannot resolve '(- X'2379ACFE')' due to data type mismatch: argument 1 requires (numeric or interval or daytimeinterval or yearmonthinterval) type, however, 'X'2379ACFE'' is of binary type.; line 1 pos 7
Expand Down
6 changes: 3 additions & 3 deletions ...core/src/test/resources/sql-tests/results/typeCoercion/native/windowFrameCoercion.sql.out
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Expand Up @@ -168,7 +168,7 @@ SELECT COUNT(*) OVER (PARTITION BY 1 ORDER BY cast(1 as string) DESC RANGE BETWE
struct<>
-- !query output
org.apache.spark.sql.AnalysisException
cannot resolve 'RANGE BETWEEN CURRENT ROW AND CAST(1 AS STRING) FOLLOWING' due to data type mismatch: The data type of the upper bound 'string' does not match the expected data type '(numeric or interval)'.; line 1 pos 21
cannot resolve 'RANGE BETWEEN CURRENT ROW AND CAST(1 AS STRING) FOLLOWING' due to data type mismatch: The data type of the upper bound 'string' does not match the expected data type '(numeric or interval or daytimeinterval or yearmonthinterval)'.; line 1 pos 21


-- !query
Expand All @@ -177,7 +177,7 @@ SELECT COUNT(*) OVER (PARTITION BY 1 ORDER BY cast('1' as binary) DESC RANGE BET
struct<>
-- !query output
org.apache.spark.sql.AnalysisException
cannot resolve 'RANGE BETWEEN CURRENT ROW AND CAST(1 AS BINARY) FOLLOWING' due to data type mismatch: The data type of the upper bound 'binary' does not match the expected data type '(numeric or interval)'.; line 1 pos 21
cannot resolve 'RANGE BETWEEN CURRENT ROW AND CAST(1 AS BINARY) FOLLOWING' due to data type mismatch: The data type of the upper bound 'binary' does not match the expected data type '(numeric or interval or daytimeinterval or yearmonthinterval)'.; line 1 pos 21


-- !query
Expand All @@ -186,7 +186,7 @@ SELECT COUNT(*) OVER (PARTITION BY 1 ORDER BY cast(1 as boolean) DESC RANGE BETW
struct<>
-- !query output
org.apache.spark.sql.AnalysisException
cannot resolve 'RANGE BETWEEN CURRENT ROW AND CAST(1 AS BOOLEAN) FOLLOWING' due to data type mismatch: The data type of the upper bound 'boolean' does not match the expected data type '(numeric or interval)'.; line 1 pos 21
cannot resolve 'RANGE BETWEEN CURRENT ROW AND CAST(1 AS BOOLEAN) FOLLOWING' due to data type mismatch: The data type of the upper bound 'boolean' does not match the expected data type '(numeric or interval or daytimeinterval or yearmonthinterval)'.; line 1 pos 21


-- !query
Expand Down
13 changes: 13 additions & 0 deletions sql/core/src/test/scala/org/apache/spark/sql/ColumnExpressionSuite.scala
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Expand Up @@ -18,6 +18,7 @@
package org.apache.spark.sql

import java.sql.{Date, Timestamp}
import java.time.{Duration, Period}
import java.util.Locale

import org.apache.hadoop.io.{LongWritable, Text}
Expand Down Expand Up @@ -2375,4 +2376,16 @@ class ColumnExpressionSuite extends QueryTest with SharedSparkSession {
assert(e2.getCause.isInstanceOf[RuntimeException])
assert(e2.getCause.getMessage == "hello")
}

test("SPARK-34677: negate/add/subtract year-month and day-time intervals") {
import testImplicits._
val df = Seq((Period.ofMonths(10), Duration.ofDays(10), Period.ofMonths(1), Duration.ofDays(1)))
.toDF("year-month-A", "day-time-A", "year-month-B", "day-time-B")
val negatedDF = df.select(-$"year-month-A", -$"day-time-A")
checkAnswer(negatedDF, Row(Period.ofMonths(-10), Duration.ofDays(-10)))
val sumDF = df.select($"year-month-A" + $"year-month-B", $"day-time-A" + $"day-time-B")
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sumDF -> addDF

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does sum function accept the new interval types?

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does sum function accept the new interval types?

sum operates over NumericType only, see

spark/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/aggregate/Sum.scala

Line 49 in 3a299aa

override def inputTypes: Seq[AbstractDataType] = Seq(NumericType)
. If you think we should support new intervals in it, let's do that separately since this PR is about operators +/-.

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I opened the JIRA SPARK-34716 to don't forget about it.

checkAnswer(sumDF, Row(Period.ofMonths(11), Duration.ofDays(11)))
val subDF = df.select($"year-month-A" - $"year-month-B", $"day-time-A" - $"day-time-B")
checkAnswer(subDF, Row(Period.ofMonths(9), Duration.ofDays(9)))
}
}