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@kazuyukitanimura kazuyukitanimura commented Nov 16, 2023

What changes were proposed in this pull request?

This follow-up PR fixes the test for SPARK-45786 that is failing in GHA with SPARK_ANSI_SQL_MODE=true

Why are the changes needed?

The issue discovered in #43678 (comment)

Does this PR introduce any user-facing change?

No

How was this patch tested?

Test updated

Was this patch authored or co-authored using generative AI tooling?

No

@github-actions github-actions bot added the SQL label Nov 16, 2023
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+1, LGTM. Thank you, @kazuyukitanimura .

cc @LuciferYang

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Thank you for updating, @kazuyukitanimura . Pending CIs.

dongjoon-hyun pushed a commit that referenced this pull request Nov 17, 2023
…th ANSI enabled

### What changes were proposed in this pull request?
This follow-up PR fixes the test for SPARK-45786 that is failing in GHA with SPARK_ANSI_SQL_MODE=true

### Why are the changes needed?
The issue discovered in #43678 (comment)

### Does this PR introduce _any_ user-facing change?
No

### How was this patch tested?
Test updated

### Was this patch authored or co-authored using generative AI tooling?
No

Closes #43853 from kazuyukitanimura/SPARK-45786-FollowUp.

Authored-by: Kazuyuki Tanimura <[email protected]>
Signed-off-by: Dongjoon Hyun <[email protected]>
(cherry picked from commit 949de34)
Signed-off-by: Dongjoon Hyun <[email protected]>
dongjoon-hyun pushed a commit that referenced this pull request Nov 17, 2023
…th ANSI enabled

### What changes were proposed in this pull request?
This follow-up PR fixes the test for SPARK-45786 that is failing in GHA with SPARK_ANSI_SQL_MODE=true

### Why are the changes needed?
The issue discovered in #43678 (comment)

### Does this PR introduce _any_ user-facing change?
No

### How was this patch tested?
Test updated

### Was this patch authored or co-authored using generative AI tooling?
No

Closes #43853 from kazuyukitanimura/SPARK-45786-FollowUp.

Authored-by: Kazuyuki Tanimura <[email protected]>
Signed-off-by: Dongjoon Hyun <[email protected]>
(cherry picked from commit 949de34)
Signed-off-by: Dongjoon Hyun <[email protected]>
@dongjoon-hyun
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Merged to master/3.5/3.4. Thank you, @kazuyukitanimura and @LuciferYang .

@kazuyukitanimura
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Thank you all

szehon-ho pushed a commit to szehon-ho/spark that referenced this pull request Feb 7, 2024
…th ANSI enabled

### What changes were proposed in this pull request?
This follow-up PR fixes the test for SPARK-45786 that is failing in GHA with SPARK_ANSI_SQL_MODE=true

### Why are the changes needed?
The issue discovered in apache#43678 (comment)

### Does this PR introduce _any_ user-facing change?
No

### How was this patch tested?
Test updated

### Was this patch authored or co-authored using generative AI tooling?
No

Closes apache#43853 from kazuyukitanimura/SPARK-45786-FollowUp.

Authored-by: Kazuyuki Tanimura <[email protected]>
Signed-off-by: Dongjoon Hyun <[email protected]>
(cherry picked from commit 949de34)
Signed-off-by: Dongjoon Hyun <[email protected]>
turboFei pushed a commit to turboFei/spark that referenced this pull request Nov 6, 2025
… results (apache#358)

* [SPARK-45786][SQL] Fix inaccurate Decimal multiplication and division results

### What changes were proposed in this pull request?
This PR fixes inaccurate Decimal multiplication and division results.

### Why are the changes needed?
Decimal multiplication and division results may be inaccurate due to rounding issues.
#### Multiplication:
```
scala> sql("select  -14120025096157587712113961295153.858047 * -0.4652").show(truncate=false)
+----------------------------------------------------+
|(-14120025096157587712113961295153.858047 * -0.4652)|
+----------------------------------------------------+
|6568635674732509803675414794505.574764              |
+----------------------------------------------------+
```
The correct answer is `6568635674732509803675414794505.574763`

Please note that the last digit is `3` instead of `4` as

```
scala> java.math.BigDecimal("-14120025096157587712113961295153.858047").multiply(java.math.BigDecimal("-0.4652"))
val res21: java.math.BigDecimal = 6568635674732509803675414794505.5747634644
```
Since the factional part `.574763` is followed by `4644`, it should not be rounded up.

#### Division:
```
scala> sql("select -0.172787979 / 533704665545018957788294905796.5").show(truncate=false)
+-------------------------------------------------+
|(-0.172787979 / 533704665545018957788294905796.5)|
+-------------------------------------------------+
|-3.237521E-31                                    |
+-------------------------------------------------+
```
The correct answer is `-3.237520E-31`

Please note that the last digit is `0` instead of `1` as

```
scala> java.math.BigDecimal("-0.172787979").divide(java.math.BigDecimal("533704665545018957788294905796.5"), 100, java.math.RoundingMode.DOWN)
val res22: java.math.BigDecimal = -3.237520489418037889998826491401059986665344697406144511563561222578738E-31
```
Since the factional part `.237520` is followed by `4894...`, it should not be rounded up.

### Does this PR introduce _any_ user-facing change?
Yes, users will see correct Decimal multiplication and division results.
Directly multiplying and dividing with `org.apache.spark.sql.types.Decimal()` (not via SQL) will return 39 digit at maximum instead of 38 at maximum and round down instead of round half-up

### How was this patch tested?
Test added

### Was this patch authored or co-authored using generative AI tooling?
No

Closes apache#43678 from kazuyukitanimura/SPARK-45786.

Authored-by: Kazuyuki Tanimura <[email protected]>
Signed-off-by: Dongjoon Hyun <[email protected]>
(cherry picked from commit 5ef3a84)
Signed-off-by: Dongjoon Hyun <[email protected]>

* [SPARK-45786][SQL][FOLLOWUP][TEST] Fix Decimal random number tests with ANSI enabled

### What changes were proposed in this pull request?
This follow-up PR fixes the test for SPARK-45786 that is failing in GHA with SPARK_ANSI_SQL_MODE=true

### Why are the changes needed?
The issue discovered in apache#43678 (comment)

### Does this PR introduce _any_ user-facing change?
No

### How was this patch tested?
Test updated

### Was this patch authored or co-authored using generative AI tooling?
No

Closes apache#43853 from kazuyukitanimura/SPARK-45786-FollowUp.

Authored-by: Kazuyuki Tanimura <[email protected]>
Signed-off-by: Dongjoon Hyun <[email protected]>
(cherry picked from commit 949de34)
Signed-off-by: Dongjoon Hyun <[email protected]>

---------

Signed-off-by: Dongjoon Hyun <[email protected]>
Co-authored-by: Kazuyuki Tanimura <[email protected]>
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3 participants