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Posted to commits@spark.apache.org by we...@apache.org on 2016/09/21 08:53:42 UTC
spark git commit: [SPARK-17617][SQL] Remainder(%) expression.eval
returns incorrect result on double value
Repository: spark
Updated Branches:
refs/heads/master 7654385f2 -> 3977223a3
[SPARK-17617][SQL] Remainder(%) expression.eval returns incorrect result on double value
## What changes were proposed in this pull request?
Remainder(%) expression's `eval()` returns incorrect result when the dividend is a big double. The reason is that Remainder converts the double dividend to decimal to do "%", and that lose precision.
This bug only affects the `eval()` that is used by constant folding, the codegen path is not impacted.
### Before change
```
scala> -5083676433652386516D % 10
res2: Double = -6.0
scala> spark.sql("select -5083676433652386516D % 10 as a").show
+---+
| a|
+---+
|0.0|
+---+
```
### After change
```
scala> spark.sql("select -5083676433652386516D % 10 as a").show
+----+
| a|
+----+
|-6.0|
+----+
```
## How was this patch tested?
Unit test.
Author: Sean Zhong <se...@databricks.com>
Closes #15171 from clockfly/SPARK-17617.
Project: http://git-wip-us.apache.org/repos/asf/spark/repo
Commit: http://git-wip-us.apache.org/repos/asf/spark/commit/3977223a
Tree: http://git-wip-us.apache.org/repos/asf/spark/tree/3977223a
Diff: http://git-wip-us.apache.org/repos/asf/spark/diff/3977223a
Branch: refs/heads/master
Commit: 3977223a3268aaf6913a325ee459139a4a302b1c
Parents: 7654385
Author: Sean Zhong <se...@databricks.com>
Authored: Wed Sep 21 16:53:34 2016 +0800
Committer: Wenchen Fan <we...@databricks.com>
Committed: Wed Sep 21 16:53:34 2016 +0800
----------------------------------------------------------------------
.../spark/sql/catalyst/expressions/arithmetic.scala | 6 +++++-
.../catalyst/expressions/ArithmeticExpressionSuite.scala | 11 +++++++++++
2 files changed, 16 insertions(+), 1 deletion(-)
----------------------------------------------------------------------
http://git-wip-us.apache.org/repos/asf/spark/blob/3977223a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/arithmetic.scala
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diff --git a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/arithmetic.scala b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/arithmetic.scala
index 13e539a..6f3db79 100644
--- a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/arithmetic.scala
+++ b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/arithmetic.scala
@@ -310,7 +310,11 @@ case class Remainder(left: Expression, right: Expression)
if (input1 == null) {
null
} else {
- integral.rem(input1, input2)
+ input1 match {
+ case d: Double => d % input2.asInstanceOf[java.lang.Double]
+ case f: Float => f % input2.asInstanceOf[java.lang.Float]
+ case _ => integral.rem(input1, input2)
+ }
}
}
}
http://git-wip-us.apache.org/repos/asf/spark/blob/3977223a/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/expressions/ArithmeticExpressionSuite.scala
----------------------------------------------------------------------
diff --git a/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/expressions/ArithmeticExpressionSuite.scala b/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/expressions/ArithmeticExpressionSuite.scala
index 5c98242..0d86efd 100644
--- a/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/expressions/ArithmeticExpressionSuite.scala
+++ b/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/expressions/ArithmeticExpressionSuite.scala
@@ -175,6 +175,17 @@ class ArithmeticExpressionSuite extends SparkFunSuite with ExpressionEvalHelper
}
}
+ test("SPARK-17617: % (Remainder) double % double on super big double") {
+ val leftDouble = Literal(-5083676433652386516D)
+ val rightDouble = Literal(10D)
+ checkEvaluation(Remainder(leftDouble, rightDouble), -6.0D)
+
+ // Float has smaller precision
+ val leftFloat = Literal(-5083676433652386516F)
+ val rightFloat = Literal(10F)
+ checkEvaluation(Remainder(leftFloat, rightFloat), -2.0F)
+ }
+
test("Abs") {
testNumericDataTypes { convert =>
val input = Literal(convert(1))
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