[jira] [Updated] (SPARK-28024) Incorrect numeric values when out of range
[
https://issues.apache.org/jira/browse/SPARK-28024?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Nicholas Chammas updated SPARK-28024:
-
Description:
Spark on {{master}} at commit {{de00ac8a05aedb3a150c8c10f76d1fe5496b1df3}} with
{{set spark.sql.ansi.enabled=true;}} as compared to the default behavior on
PostgreSQL 16.
Case 1:
{code:sql}
select tinyint(128) * tinyint(2); -- 0
select smallint(2147483647) * smallint(2); -- -2
select int(2147483647) * int(2); -- -2
SELECT smallint((-32768)) * smallint(-1); -- -32768
{code}
With ANSI mode enabled, this case is no longer an issue. All 4 of the above
statements now yield {{CAST_OVERFLOW}} or {{ARITHMETIC_OVERFLOW}} errors.
Case 2:
{code:sql}
spark-sql> select cast('10e-70' as float), cast('-10e-70' as float);
0.0 -0.0
postgres=# select cast('10e-70' as float), cast('-10e-70' as float);
float8 | float8
+
1e-69 | -1e-69 {code}
Case 3:
{code:sql}
spark-sql> select cast('10e-400' as double), cast('-10e-400' as double);
0.0 -0.0
postgres=# select cast('10e-400' as double precision), cast('-10e-400' as
double precision);
ERROR: "10e-400" is out of range for type double precision
LINE 1: select cast('10e-400' as double precision), cast('-10e-400' ...
^ {code}
Case 4:
{code:sql}
spark-sql (default)> select exp(1.2345678901234E200);
Infinity
postgres=# select exp(1.2345678901234E200);
ERROR: value overflows numeric format {code}
was:
Spark on {{master}} at commit {{de00ac8a05aedb3a150c8c10f76d1fe5496b1df3}} with
{{set spark.sql.ansi.enabled=true;}} as compared to the default behavior on
PostgreSQL 16.
Case 1:
{code:sql}
select tinyint(128) * tinyint(2); -- 0
select smallint(2147483647) * smallint(2); -- -2
select int(2147483647) * int(2); -- -2
SELECT smallint((-32768)) * smallint(-1); -- -32768
{code}
With ANSI mode enabled, this case is no longer an issue. All 4 of the above
statements now yield {{CAST_OVERFLOW or }}{{ARITHMETIC_OVERFLOW}} errors.
Case 2:
{code:sql}
spark-sql> select cast('10e-70' as float), cast('-10e-70' as float);
0.0 -0.0
postgres=# select cast('10e-70' as float), cast('-10e-70' as float);
float8 | float8
+
1e-69 | -1e-69 {code}
Case 3:
{code:sql}
spark-sql> select cast('10e-400' as double), cast('-10e-400' as double);
0.0 -0.0
postgres=# select cast('10e-400' as double precision), cast('-10e-400' as
double precision);
ERROR: "10e-400" is out of range for type double precision
LINE 1: select cast('10e-400' as double precision), cast('-10e-400' ...
^ {code}
Case 4:
{code:sql}
spark-sql (default)> select exp(1.2345678901234E200);
Infinity
postgres=# select exp(1.2345678901234E200);
ERROR: value overflows numeric format {code}
> Incorrect numeric values when out of range
> --
>
> Key: SPARK-28024
> URL: https://issues.apache.org/jira/browse/SPARK-28024
> Project: Spark
> Issue Type: Bug
> Components: SQL
>Affects Versions: 2.0.2, 2.1.3, 2.2.3, 2.3.4, 2.4.4, 3.0.0
>Reporter: Yuming Wang
>Priority: Major
> Labels: correctness
> Attachments: SPARK-28024.png
>
>
> Spark on {{master}} at commit {{de00ac8a05aedb3a150c8c10f76d1fe5496b1df3}}
> with {{set spark.sql.ansi.enabled=true;}} as compared to the default behavior
> on PostgreSQL 16.
> Case 1:
> {code:sql}
> select tinyint(128) * tinyint(2); -- 0
> select smallint(2147483647) * smallint(2); -- -2
> select int(2147483647) * int(2); -- -2
> SELECT smallint((-32768)) * smallint(-1); -- -32768
> {code}
> With ANSI mode enabled, this case is no longer an issue. All 4 of the above
> statements now yield {{CAST_OVERFLOW}} or {{ARITHMETIC_OVERFLOW}} errors.
> Case 2:
> {code:sql}
> spark-sql> select cast('10e-70' as float), cast('-10e-70' as float);
> 0.0 -0.0
> postgres=# select cast('10e-70' as float), cast('-10e-70' as float);
> float8 | float8
> +
> 1e-69 | -1e-69 {code}
> Case 3:
> {code:sql}
> spark-sql> select cast('10e-400' as double), cast('-10e-400' as double);
> 0.0 -0.0
> postgres=# select cast('10e-400' as double precision), cast('-10e-400' as
> double precision);
> ERROR: "10e-400" is out of range for type double precision
> LINE 1: select cast('10e-400' as double precision), cast('-10e-400' ...
> ^ {code}
> Case 4:
> {code:sql}
> spark-sql (default)> select exp(1.2345678901234E200);
> Infinity
> postgres=# select exp(1.2345678901234E200);
> ERROR: value overflows numeric format {code}
--
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[jira] [Updated] (SPARK-28024) Incorrect numeric values when out of range
[
https://issues.apache.org/jira/browse/SPARK-28024?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Nicholas Chammas updated SPARK-28024:
-
Description:
Spark on {{master}} at commit {{de00ac8a05aedb3a150c8c10f76d1fe5496b1df3}} with
{{set spark.sql.ansi.enabled=true;}} as compared to the default behavior on
PostgreSQL 16.
Case 1:
{code:sql}
select tinyint(128) * tinyint(2); -- 0
select smallint(2147483647) * smallint(2); -- -2
select int(2147483647) * int(2); -- -2
SELECT smallint((-32768)) * smallint(-1); -- -32768
{code}
With ANSI mode enabled, this case is no longer an issue. All 4 of the above
statements now yield {{CAST_OVERFLOW or }}{{ARITHMETIC_OVERFLOW}} errors.
Case 2:
{code:sql}
spark-sql> select cast('10e-70' as float), cast('-10e-70' as float);
0.0 -0.0
postgres=# select cast('10e-70' as float), cast('-10e-70' as float);
float8 | float8
+
1e-69 | -1e-69 {code}
Case 3:
{code:sql}
spark-sql> select cast('10e-400' as double), cast('-10e-400' as double);
0.0 -0.0
postgres=# select cast('10e-400' as double precision), cast('-10e-400' as
double precision);
ERROR: "10e-400" is out of range for type double precision
LINE 1: select cast('10e-400' as double precision), cast('-10e-400' ...
^ {code}
Case 4:
{code:sql}
spark-sql (default)> select exp(1.2345678901234E200);
Infinity
postgres=# select exp(1.2345678901234E200);
ERROR: value overflows numeric format {code}
was:
As compared to PostgreSQL 16.
Case 1:
{code:sql}
select tinyint(128) * tinyint(2); -- 0
select smallint(2147483647) * smallint(2); -- -2
select int(2147483647) * int(2); -- -2
SELECT smallint((-32768)) * smallint(-1); -- -32768
{code}
Case 2:
{code:sql}
spark-sql> select cast('10e-70' as float), cast('-10e-70' as float);
0.0 -0.0
postgres=# select cast('10e-70' as float), cast('-10e-70' as float);
float8 | float8
+
1e-69 | -1e-69 {code}
Case 3:
{code:sql}
spark-sql> select cast('10e-400' as double), cast('-10e-400' as double);
0.0 -0.0
postgres=# select cast('10e-400' as double precision), cast('-10e-400' as
double precision);
ERROR: "10e-400" is out of range for type double precision
LINE 1: select cast('10e-400' as double precision), cast('-10e-400' ...
^ {code}
Case 4:
{code:sql}
spark-sql (default)> select exp(1.2345678901234E200);
Infinity
postgres=# select exp(1.2345678901234E200);
ERROR: value overflows numeric format {code}
> Incorrect numeric values when out of range
> --
>
> Key: SPARK-28024
> URL: https://issues.apache.org/jira/browse/SPARK-28024
> Project: Spark
> Issue Type: Bug
> Components: SQL
>Affects Versions: 2.0.2, 2.1.3, 2.2.3, 2.3.4, 2.4.4, 3.0.0
>Reporter: Yuming Wang
>Priority: Major
> Labels: correctness
> Attachments: SPARK-28024.png
>
>
> Spark on {{master}} at commit {{de00ac8a05aedb3a150c8c10f76d1fe5496b1df3}}
> with {{set spark.sql.ansi.enabled=true;}} as compared to the default behavior
> on PostgreSQL 16.
> Case 1:
> {code:sql}
> select tinyint(128) * tinyint(2); -- 0
> select smallint(2147483647) * smallint(2); -- -2
> select int(2147483647) * int(2); -- -2
> SELECT smallint((-32768)) * smallint(-1); -- -32768
> {code}
> With ANSI mode enabled, this case is no longer an issue. All 4 of the above
> statements now yield {{CAST_OVERFLOW or }}{{ARITHMETIC_OVERFLOW}} errors.
> Case 2:
> {code:sql}
> spark-sql> select cast('10e-70' as float), cast('-10e-70' as float);
> 0.0 -0.0
> postgres=# select cast('10e-70' as float), cast('-10e-70' as float);
> float8 | float8
> +
> 1e-69 | -1e-69 {code}
> Case 3:
> {code:sql}
> spark-sql> select cast('10e-400' as double), cast('-10e-400' as double);
> 0.0 -0.0
> postgres=# select cast('10e-400' as double precision), cast('-10e-400' as
> double precision);
> ERROR: "10e-400" is out of range for type double precision
> LINE 1: select cast('10e-400' as double precision), cast('-10e-400' ...
> ^ {code}
> Case 4:
> {code:sql}
> spark-sql (default)> select exp(1.2345678901234E200);
> Infinity
> postgres=# select exp(1.2345678901234E200);
> ERROR: value overflows numeric format {code}
--
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[jira] [Updated] (SPARK-28024) Incorrect numeric values when out of range
[
https://issues.apache.org/jira/browse/SPARK-28024?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Nicholas Chammas updated SPARK-28024:
-
Description:
As compared to PostgreSQL 16.
Case 1:
{code:sql}
select tinyint(128) * tinyint(2); -- 0
select smallint(2147483647) * smallint(2); -- -2
select int(2147483647) * int(2); -- -2
SELECT smallint((-32768)) * smallint(-1); -- -32768
{code}
Case 2:
{code:sql}
spark-sql> select cast('10e-70' as float), cast('-10e-70' as float);
0.0 -0.0
postgres=# select cast('10e-70' as float), cast('-10e-70' as float);
float8 | float8
+
1e-69 | -1e-69 {code}
Case 3:
{code:sql}
spark-sql> select cast('10e-400' as double), cast('-10e-400' as double);
0.0 -0.0
postgres=# select cast('10e-400' as double precision), cast('-10e-400' as
double precision);
ERROR: "10e-400" is out of range for type double precision
LINE 1: select cast('10e-400' as double precision), cast('-10e-400' ...
^ {code}
Case 4:
{code:sql}
spark-sql (default)> select exp(1.2345678901234E200);
Infinity
postgres=# select exp(1.2345678901234E200);
ERROR: value overflows numeric format {code}
was:
As compared to PostgreSQL 16.
Case 1:
{code:sql}
select tinyint(128) * tinyint(2); -- 0
select smallint(2147483647) * smallint(2); -- -2
select int(2147483647) * int(2); -- -2
SELECT smallint((-32768)) * smallint(-1); -- -32768
{code}
Case 2:
{code:sql}
spark-sql> select cast('10e-70' as float), cast('-10e-70' as float);
0.0 -0.0
postgres=# select cast('10e-70' as float), cast('-10e-70' as float);
float8 | float8
+
1e-69 | -1e-69 {code}
Case 3:
{code:sql}
spark-sql> select cast('10e-400' as double), cast('-10e-400' as double);
0.0 -0.0
postgres=# select cast('10e-400' as double precision), cast('-10e-400' as
double precision);
ERROR: "10e-400" is out of range for type double precision
LINE 1: select cast('10e-400' as double precision), cast('-10e-400' ...
^ {code}
Case 4:
{code:sql}
spark-sql (default)> select exp(1.2345678901234E200);
Infinity
postgres=# select exp(-1.2345678901234E200);
ERROR: value overflows numeric format
{code}
> Incorrect numeric values when out of range
> --
>
> Key: SPARK-28024
> URL: https://issues.apache.org/jira/browse/SPARK-28024
> Project: Spark
> Issue Type: Bug
> Components: SQL
>Affects Versions: 2.0.2, 2.1.3, 2.2.3, 2.3.4, 2.4.4, 3.0.0
>Reporter: Yuming Wang
>Priority: Major
> Labels: correctness
> Attachments: SPARK-28024.png
>
>
> As compared to PostgreSQL 16.
> Case 1:
> {code:sql}
> select tinyint(128) * tinyint(2); -- 0
> select smallint(2147483647) * smallint(2); -- -2
> select int(2147483647) * int(2); -- -2
> SELECT smallint((-32768)) * smallint(-1); -- -32768
> {code}
> Case 2:
> {code:sql}
> spark-sql> select cast('10e-70' as float), cast('-10e-70' as float);
> 0.0 -0.0
> postgres=# select cast('10e-70' as float), cast('-10e-70' as float);
> float8 | float8
> +
> 1e-69 | -1e-69 {code}
> Case 3:
> {code:sql}
> spark-sql> select cast('10e-400' as double), cast('-10e-400' as double);
> 0.0 -0.0
> postgres=# select cast('10e-400' as double precision), cast('-10e-400' as
> double precision);
> ERROR: "10e-400" is out of range for type double precision
> LINE 1: select cast('10e-400' as double precision), cast('-10e-400' ...
> ^ {code}
> Case 4:
> {code:sql}
> spark-sql (default)> select exp(1.2345678901234E200);
> Infinity
> postgres=# select exp(1.2345678901234E200);
> ERROR: value overflows numeric format {code}
--
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[jira] [Updated] (SPARK-28024) Incorrect numeric values when out of range
[
https://issues.apache.org/jira/browse/SPARK-28024?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Nicholas Chammas updated SPARK-28024:
-
Description:
As compared to PostgreSQL 16.
Case 1:
{code:sql}
select tinyint(128) * tinyint(2); -- 0
select smallint(2147483647) * smallint(2); -- -2
select int(2147483647) * int(2); -- -2
SELECT smallint((-32768)) * smallint(-1); -- -32768
{code}
Case 2:
{code:sql}
spark-sql> select cast('10e-70' as float), cast('-10e-70' as float);
0.0 -0.0
postgres=# select cast('10e-70' as float), cast('-10e-70' as float);
float8 | float8
+
1e-69 | -1e-69 {code}
Case 3:
{code:sql}
spark-sql> select cast('10e-400' as double), cast('-10e-400' as double);
0.0 -0.0
postgres=# select cast('10e-400' as double precision), cast('-10e-400' as
double precision);
ERROR: "10e-400" is out of range for type double precision
LINE 1: select cast('10e-400' as double precision), cast('-10e-400' ...
^ {code}
Case 4:
{code:sql}
spark-sql (default)> select exp(1.2345678901234E200);
Infinity
postgres=# select exp(-1.2345678901234E200);
ERROR: value overflows numeric format
{code}
was:
As compared to PostgreSQL 16.
Case 1:
{code:sql}
select tinyint(128) * tinyint(2); -- 0
select smallint(2147483647) * smallint(2); -- -2
select int(2147483647) * int(2); -- -2
SELECT smallint((-32768)) * smallint(-1); -- -32768
{code}
Case 2:
{code:sql}
spark-sql> select cast('10e-70' as float), cast('-10e-70' as float);
0.0 -0.0
postgres=# select cast('10e-70' as float), cast('-10e-70' as float);
float8 | float8
+
1e-69 | -1e-69 {code}
Case 3:
{code:sql}
spark-sql> select cast('10e-400' as double), cast('-10e-400' as double);
0.0 -0.0
postgres=# select cast('10e-400' as double precision), cast('-10e-400' as
double precision);
ERROR: "10e-400" is out of range for type double precision
LINE 1: select cast('10e-400' as double precision), cast('-10e-400' ...
^ {code}
Case 4:
{code:sql}
spark-sql (default)> select exp(1.2345678901234E200);
Infinity
postgres=# select exp(-1.2345678901234E200);
ERROR: value overflows numeric format
{code}
> Incorrect numeric values when out of range
> --
>
> Key: SPARK-28024
> URL: https://issues.apache.org/jira/browse/SPARK-28024
> Project: Spark
> Issue Type: Bug
> Components: SQL
>Affects Versions: 2.0.2, 2.1.3, 2.2.3, 2.3.4, 2.4.4, 3.0.0
>Reporter: Yuming Wang
>Priority: Major
> Labels: correctness
> Attachments: SPARK-28024.png
>
>
> As compared to PostgreSQL 16.
> Case 1:
> {code:sql}
> select tinyint(128) * tinyint(2); -- 0
> select smallint(2147483647) * smallint(2); -- -2
> select int(2147483647) * int(2); -- -2
> SELECT smallint((-32768)) * smallint(-1); -- -32768
> {code}
> Case 2:
> {code:sql}
> spark-sql> select cast('10e-70' as float), cast('-10e-70' as float);
> 0.0 -0.0
> postgres=# select cast('10e-70' as float), cast('-10e-70' as float);
> float8 | float8
> +
> 1e-69 | -1e-69 {code}
> Case 3:
> {code:sql}
> spark-sql> select cast('10e-400' as double), cast('-10e-400' as double);
> 0.0 -0.0
> postgres=# select cast('10e-400' as double precision), cast('-10e-400' as
> double precision);
> ERROR: "10e-400" is out of range for type double precision
> LINE 1: select cast('10e-400' as double precision), cast('-10e-400' ...
> ^ {code}
> Case 4:
> {code:sql}
> spark-sql (default)> select exp(1.2345678901234E200);
> Infinity
> postgres=# select exp(-1.2345678901234E200);
> ERROR: value overflows numeric format
> {code}
--
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[jira] [Updated] (SPARK-28024) Incorrect numeric values when out of range
[
https://issues.apache.org/jira/browse/SPARK-28024?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Nicholas Chammas updated SPARK-28024:
-
Description:
As compared to PostgreSQL 16.
Case 1:
{code:sql}
select tinyint(128) * tinyint(2); -- 0
select smallint(2147483647) * smallint(2); -- -2
select int(2147483647) * int(2); -- -2
SELECT smallint((-32768)) * smallint(-1); -- -32768
{code}
Case 2:
{code:sql}
spark-sql> select cast('10e-70' as float), cast('-10e-70' as float);
0.0 -0.0
postgres=# select cast('10e-70' as float), cast('-10e-70' as float);
float8 | float8
+
1e-69 | -1e-69 {code}
Case 3:
{code:sql}
spark-sql> select cast('10e-400' as double), cast('-10e-400' as double);
0.0 -0.0
postgres=# select cast('10e-400' as double precision), cast('-10e-400' as
double precision);
ERROR: "10e-400" is out of range for type double precision
LINE 1: select cast('10e-400' as double precision), cast('-10e-400' ...
^ {code}
Case 4:
{code:sql}
spark-sql (default)> select exp(1.2345678901234E200);
Infinity
postgres=# select exp(-1.2345678901234E200);
ERROR: value overflows numeric format
{code}
was:
As compared to PostgreSQL 16.
Case 1:
{code:sql}
select tinyint(128) * tinyint(2); -- 0
select smallint(2147483647) * smallint(2); -- -2
select int(2147483647) * int(2); -- -2
SELECT smallint((-32768)) * smallint(-1); -- -32768
{code}
Case 2:
{code:sql}
spark-sql> select cast('10e-70' as float), cast('-10e-70' as float);
0.0 -0.0
postgres=# select cast('10e-70' as float), cast('-10e-70' as float);
float8 | float8
+
1e-69 | -1e-69 {code}
Case 3:
{code:sql}
spark-sql> select cast('10e-400' as double), cast('-10e-400' as double);
0.0 -0.0
postgres=# select cast('10e-400' as double precision), cast('-10e-400' as
double precision);
ERROR: "10e-400" is out of range for type double precision
LINE 1: select cast('10e-400' as double precision), cast('-10e-400' ...
^ {code}
Case 4:
{code:sql}
spark-sql (default)> select exp(1.2345678901234E200);
Infinity
postgres=# select exp(1.2345678901234E200);
ERROR: value overflows numeric format {code}
> Incorrect numeric values when out of range
> --
>
> Key: SPARK-28024
> URL: https://issues.apache.org/jira/browse/SPARK-28024
> Project: Spark
> Issue Type: Bug
> Components: SQL
>Affects Versions: 2.0.2, 2.1.3, 2.2.3, 2.3.4, 2.4.4, 3.0.0
>Reporter: Yuming Wang
>Priority: Major
> Labels: correctness
> Attachments: SPARK-28024.png
>
>
> As compared to PostgreSQL 16.
> Case 1:
> {code:sql}
> select tinyint(128) * tinyint(2); -- 0
> select smallint(2147483647) * smallint(2); -- -2
> select int(2147483647) * int(2); -- -2
> SELECT smallint((-32768)) * smallint(-1); -- -32768
> {code}
> Case 2:
> {code:sql}
> spark-sql> select cast('10e-70' as float), cast('-10e-70' as float);
> 0.0 -0.0
> postgres=# select cast('10e-70' as float), cast('-10e-70' as float);
> float8 | float8
> +
> 1e-69 | -1e-69 {code}
> Case 3:
> {code:sql}
> spark-sql> select cast('10e-400' as double), cast('-10e-400' as double);
> 0.0 -0.0
> postgres=# select cast('10e-400' as double precision), cast('-10e-400' as
> double precision);
> ERROR: "10e-400" is out of range for type double precision
> LINE 1: select cast('10e-400' as double precision), cast('-10e-400' ...
> ^ {code}
> Case 4:
> {code:sql}
> spark-sql (default)> select exp(1.2345678901234E200);
> Infinity
> postgres=# select exp(-1.2345678901234E200);
> ERROR: value overflows numeric format
> {code}
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[jira] [Updated] (SPARK-28024) Incorrect numeric values when out of range
[
https://issues.apache.org/jira/browse/SPARK-28024?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Nicholas Chammas updated SPARK-28024:
-
Description:
As compared to PostgreSQL 16.
Case 1:
{code:sql}
select tinyint(128) * tinyint(2); -- 0
select smallint(2147483647) * smallint(2); -- -2
select int(2147483647) * int(2); -- -2
SELECT smallint((-32768)) * smallint(-1); -- -32768
{code}
Case 2:
{code:sql}
spark-sql> select cast('10e-70' as float), cast('-10e-70' as float);
0.0 -0.0
postgres=# select cast('10e-70' as float), cast('-10e-70' as float);
float8 | float8
+
1e-69 | -1e-69 {code}
Case 3:
{code:sql}
spark-sql> select cast('10e-400' as double), cast('-10e-400' as double);
0.0 -0.0
postgres=# select cast('10e-400' as double precision), cast('-10e-400' as
double precision);
ERROR: "10e-400" is out of range for type double precision
LINE 1: select cast('10e-400' as double precision), cast('-10e-400' ...
^ {code}
Case 4:
{code:sql}
spark-sql (default)> select exp(1.2345678901234E200);
Infinity
postgres=# select exp(1.2345678901234E200);
ERROR: value overflows numeric format {code}
was:
For example
Case 1:
{code:sql}
select tinyint(128) * tinyint(2); -- 0
select smallint(2147483647) * smallint(2); -- -2
select int(2147483647) * int(2); -- -2
SELECT smallint((-32768)) * smallint(-1); -- -32768
{code}
Case 2:
{code:sql}
spark-sql> select cast('10e-70' as float), cast('-10e-70' as float);
0.0 -0.0
{code}
Case 3:
{code:sql}
spark-sql> select cast('10e-400' as double), cast('-10e-400' as double);
0.0 -0.0
{code}
Case 4:
{code:sql}
spark-sql> select exp(-1.2345678901234E200);
0.0
postgres=# select exp(-1.2345678901234E200);
ERROR: value overflows numeric format
{code}
> Incorrect numeric values when out of range
> --
>
> Key: SPARK-28024
> URL: https://issues.apache.org/jira/browse/SPARK-28024
> Project: Spark
> Issue Type: Bug
> Components: SQL
>Affects Versions: 2.0.2, 2.1.3, 2.2.3, 2.3.4, 2.4.4, 3.0.0
>Reporter: Yuming Wang
>Priority: Major
> Labels: correctness
> Attachments: SPARK-28024.png
>
>
> As compared to PostgreSQL 16.
> Case 1:
> {code:sql}
> select tinyint(128) * tinyint(2); -- 0
> select smallint(2147483647) * smallint(2); -- -2
> select int(2147483647) * int(2); -- -2
> SELECT smallint((-32768)) * smallint(-1); -- -32768
> {code}
> Case 2:
> {code:sql}
> spark-sql> select cast('10e-70' as float), cast('-10e-70' as float);
> 0.0 -0.0
> postgres=# select cast('10e-70' as float), cast('-10e-70' as float);
> float8 | float8
> +
> 1e-69 | -1e-69 {code}
> Case 3:
> {code:sql}
> spark-sql> select cast('10e-400' as double), cast('-10e-400' as double);
> 0.0 -0.0
> postgres=# select cast('10e-400' as double precision), cast('-10e-400' as
> double precision);
> ERROR: "10e-400" is out of range for type double precision
> LINE 1: select cast('10e-400' as double precision), cast('-10e-400' ...
> ^ {code}
> Case 4:
> {code:sql}
> spark-sql (default)> select exp(1.2345678901234E200);
> Infinity
> postgres=# select exp(1.2345678901234E200);
> ERROR: value overflows numeric format {code}
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[jira] [Updated] (SPARK-28024) Incorrect numeric values when out of range
[
https://issues.apache.org/jira/browse/SPARK-28024?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Wenchen Fan updated SPARK-28024:
Priority: Major (was: Blocker)
> Incorrect numeric values when out of range
> --
>
> Key: SPARK-28024
> URL: https://issues.apache.org/jira/browse/SPARK-28024
> Project: Spark
> Issue Type: Bug
> Components: SQL
>Affects Versions: 2.0.2, 2.1.3, 2.2.3, 2.3.4, 2.4.4, 3.0.0
>Reporter: Yuming Wang
>Priority: Major
> Labels: correctness
> Attachments: SPARK-28024.png
>
>
> For example
> Case 1:
> {code:sql}
> select tinyint(128) * tinyint(2); -- 0
> select smallint(2147483647) * smallint(2); -- -2
> select int(2147483647) * int(2); -- -2
> SELECT smallint((-32768)) * smallint(-1); -- -32768
> {code}
> Case 2:
> {code:sql}
> spark-sql> select cast('10e-70' as float), cast('-10e-70' as float);
> 0.0 -0.0
> {code}
> Case 3:
> {code:sql}
> spark-sql> select cast('10e-400' as double), cast('-10e-400' as double);
> 0.0 -0.0
> {code}
> Case 4:
> {code:sql}
> spark-sql> select exp(-1.2345678901234E200);
> 0.0
> postgres=# select exp(-1.2345678901234E200);
> ERROR: value overflows numeric format
> {code}
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[jira] [Updated] (SPARK-28024) Incorrect numeric values when out of range
[
https://issues.apache.org/jira/browse/SPARK-28024?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Dongjoon Hyun updated SPARK-28024:
--
Priority: Blocker (was: Critical)
> Incorrect numeric values when out of range
> --
>
> Key: SPARK-28024
> URL: https://issues.apache.org/jira/browse/SPARK-28024
> Project: Spark
> Issue Type: Bug
> Components: SQL
>Affects Versions: 2.0.2, 2.1.3, 2.2.3, 2.3.4, 2.4.4, 3.0.0
>Reporter: Yuming Wang
>Priority: Blocker
> Labels: correctness
> Attachments: SPARK-28024.png
>
>
> For example
> Case 1:
> {code:sql}
> select tinyint(128) * tinyint(2); -- 0
> select smallint(2147483647) * smallint(2); -- -2
> select int(2147483647) * int(2); -- -2
> SELECT smallint((-32768)) * smallint(-1); -- -32768
> {code}
> Case 2:
> {code:sql}
> spark-sql> select cast('10e-70' as float), cast('-10e-70' as float);
> 0.0 -0.0
> {code}
> Case 3:
> {code:sql}
> spark-sql> select cast('10e-400' as double), cast('-10e-400' as double);
> 0.0 -0.0
> {code}
> Case 4:
> {code:sql}
> spark-sql> select exp(-1.2345678901234E200);
> 0.0
> postgres=# select exp(-1.2345678901234E200);
> ERROR: value overflows numeric format
> {code}
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[jira] [Updated] (SPARK-28024) Incorrect numeric values when out of range
[
https://issues.apache.org/jira/browse/SPARK-28024?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Dongjoon Hyun updated SPARK-28024:
--
Affects Version/s: 2.0.2
2.1.3
> Incorrect numeric values when out of range
> --
>
> Key: SPARK-28024
> URL: https://issues.apache.org/jira/browse/SPARK-28024
> Project: Spark
> Issue Type: Bug
> Components: SQL
>Affects Versions: 2.0.2, 2.1.3, 2.2.3, 2.3.4, 2.4.4, 3.0.0
>Reporter: Yuming Wang
>Priority: Critical
> Labels: correctness
> Attachments: SPARK-28024.png
>
>
> For example
> Case 1:
> {code:sql}
> select tinyint(128) * tinyint(2); -- 0
> select smallint(2147483647) * smallint(2); -- -2
> select int(2147483647) * int(2); -- -2
> SELECT smallint((-32768)) * smallint(-1); -- -32768
> {code}
> Case 2:
> {code:sql}
> spark-sql> select cast('10e-70' as float), cast('-10e-70' as float);
> 0.0 -0.0
> {code}
> Case 3:
> {code:sql}
> spark-sql> select cast('10e-400' as double), cast('-10e-400' as double);
> 0.0 -0.0
> {code}
> Case 4:
> {code:sql}
> spark-sql> select exp(-1.2345678901234E200);
> 0.0
> postgres=# select exp(-1.2345678901234E200);
> ERROR: value overflows numeric format
> {code}
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[jira] [Updated] (SPARK-28024) Incorrect numeric values when out of range
[
https://issues.apache.org/jira/browse/SPARK-28024?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Dongjoon Hyun updated SPARK-28024:
--
Affects Version/s: 2.2.3
2.3.4
2.4.4
> Incorrect numeric values when out of range
> --
>
> Key: SPARK-28024
> URL: https://issues.apache.org/jira/browse/SPARK-28024
> Project: Spark
> Issue Type: Bug
> Components: SQL
>Affects Versions: 2.2.3, 2.3.4, 2.4.4, 3.0.0
>Reporter: Yuming Wang
>Priority: Critical
> Labels: correctness
> Attachments: SPARK-28024.png
>
>
> For example
> Case 1:
> {code:sql}
> select tinyint(128) * tinyint(2); -- 0
> select smallint(2147483647) * smallint(2); -- -2
> select int(2147483647) * int(2); -- -2
> SELECT smallint((-32768)) * smallint(-1); -- -32768
> {code}
> Case 2:
> {code:sql}
> spark-sql> select cast('10e-70' as float), cast('-10e-70' as float);
> 0.0 -0.0
> {code}
> Case 3:
> {code:sql}
> spark-sql> select cast('10e-400' as double), cast('-10e-400' as double);
> 0.0 -0.0
> {code}
> Case 4:
> {code:sql}
> spark-sql> select exp(-1.2345678901234E200);
> 0.0
> postgres=# select exp(-1.2345678901234E200);
> ERROR: value overflows numeric format
> {code}
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[jira] [Updated] (SPARK-28024) Incorrect numeric values when out of range
[
https://issues.apache.org/jira/browse/SPARK-28024?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Yuming Wang updated SPARK-28024:
Description:
For example
Case 1:
{code:sql}
select tinyint(128) * tinyint(2); -- 0
select smallint(2147483647) * smallint(2); -- -2
select int(2147483647) * int(2); -- -2
SELECT smallint((-32768)) * smallint(-1); -- -32768
{code}
Case 2:
{code:sql}
spark-sql> select cast('10e-70' as float), cast('-10e-70' as float);
0.0 -0.0
{code}
Case 3:
{code:sql}
spark-sql> select cast('10e-400' as double), cast('-10e-400' as double);
0.0 -0.0
{code}
Case 4:
{code:sql}
spark-sql> select exp(-1.2345678901234E200);
0.0
postgres=# select exp(-1.2345678901234E200);
ERROR: value overflows numeric format
{code}
was:
For example
Case 1:
{code:sql}
select tinyint(128) * tinyint(2); -- 0
select smallint(2147483647) * smallint(2); -- -2
select int(2147483647) * int(2); -- -2
SELECT smallint((-32768)) * smallint(-1); -- -32768
{code}
Case 2:
{code:sql}
spark-sql> select cast('10e-70' as float), cast('-10e-70' as float);
0.0 -0.0
{code}
Case 3:
{code:sql}
spark-sql> select cast('10e-400' as double), cast('-10e-400' as double);
0.0 -0.0
{code}
> Incorrect numeric values when out of range
> --
>
> Key: SPARK-28024
> URL: https://issues.apache.org/jira/browse/SPARK-28024
> Project: Spark
> Issue Type: Bug
> Components: SQL
>Affects Versions: 3.0.0
>Reporter: Yuming Wang
>Priority: Critical
> Labels: correctness
> Attachments: SPARK-28024.png
>
>
> For example
> Case 1:
> {code:sql}
> select tinyint(128) * tinyint(2); -- 0
> select smallint(2147483647) * smallint(2); -- -2
> select int(2147483647) * int(2); -- -2
> SELECT smallint((-32768)) * smallint(-1); -- -32768
> {code}
> Case 2:
> {code:sql}
> spark-sql> select cast('10e-70' as float), cast('-10e-70' as float);
> 0.0 -0.0
> {code}
> Case 3:
> {code:sql}
> spark-sql> select cast('10e-400' as double), cast('-10e-400' as double);
> 0.0 -0.0
> {code}
> Case 4:
> {code:sql}
> spark-sql> select exp(-1.2345678901234E200);
> 0.0
> postgres=# select exp(-1.2345678901234E200);
> ERROR: value overflows numeric format
> {code}
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[jira] [Updated] (SPARK-28024) Incorrect numeric values when out of range
[
https://issues.apache.org/jira/browse/SPARK-28024?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Yuming Wang updated SPARK-28024:
Description:
For example
Case 1:
{code:sql}
select tinyint(128) * tinyint(2); -- 0
select smallint(2147483647) * smallint(2); -- -2
select int(2147483647) * int(2); -- -2
SELECT smallint((-32768)) * smallint(-1); -- -32768
{code}
Case 2:
{code:sql}
spark-sql> select cast('10e-70' as float), cast('-10e-70' as float);
0.0 -0.0
{code}
Case 3:
{code:sql}
spark-sql> select cast('10e-400' as double), cast('-10e-400' as double);
0.0 -0.0
{code}
was:
For example
Case 1:
{code:sql}
select tinyint(128) * tinyint(2); -- 0
select smallint(2147483647) * smallint(2); -- -2
select int(2147483647) * int(2); -- -2
SELECT smallint((-32768)) * smallint(-1); -- -32768
{code}
Case 2:
{code:sql}
spark-sql> select cast('10e-70' as float), cast('-10e-70' as float);
0.0 -0.0
{code}
> Incorrect numeric values when out of range
> --
>
> Key: SPARK-28024
> URL: https://issues.apache.org/jira/browse/SPARK-28024
> Project: Spark
> Issue Type: Bug
> Components: SQL
>Affects Versions: 3.0.0
>Reporter: Yuming Wang
>Priority: Critical
> Labels: correctness
> Attachments: SPARK-28024.png
>
>
> For example
> Case 1:
> {code:sql}
> select tinyint(128) * tinyint(2); -- 0
> select smallint(2147483647) * smallint(2); -- -2
> select int(2147483647) * int(2); -- -2
> SELECT smallint((-32768)) * smallint(-1); -- -32768
> {code}
> Case 2:
> {code:sql}
> spark-sql> select cast('10e-70' as float), cast('-10e-70' as float);
> 0.0 -0.0
> {code}
> Case 3:
> {code:sql}
> spark-sql> select cast('10e-400' as double), cast('-10e-400' as double);
> 0.0 -0.0
> {code}
--
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[jira] [Updated] (SPARK-28024) Incorrect numeric values when out of range
[
https://issues.apache.org/jira/browse/SPARK-28024?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Yuming Wang updated SPARK-28024:
Description:
For example
Case 1:
{code:sql}
select tinyint(128) * tinyint(2); -- 0
select smallint(2147483647) * smallint(2); -- -2
select int(2147483647) * int(2); -- -2
SELECT smallint((-32768)) * smallint(-1); -- -32768
{code}
Case 2:
{code:sql}
spark-sql> select cast('10e-70' as float), cast('-10e-70' as float);
0.0 -0.0
{code}
was:
For example:
{code:sql}
select tinyint(128) * tinyint(2); -- 0
select smallint(2147483647) * smallint(2); -- -2
select int(2147483647) * int(2); -- -2
SELECT smallint((-32768)) * smallint(-1); -- -32768
{code}
> Incorrect numeric values when out of range
> --
>
> Key: SPARK-28024
> URL: https://issues.apache.org/jira/browse/SPARK-28024
> Project: Spark
> Issue Type: Bug
> Components: SQL
>Affects Versions: 3.0.0
>Reporter: Yuming Wang
>Priority: Critical
> Labels: correctness
> Attachments: SPARK-28024.png
>
>
> For example
> Case 1:
> {code:sql}
> select tinyint(128) * tinyint(2); -- 0
> select smallint(2147483647) * smallint(2); -- -2
> select int(2147483647) * int(2); -- -2
> SELECT smallint((-32768)) * smallint(-1); -- -32768
> {code}
> Case 2:
> {code:sql}
> spark-sql> select cast('10e-70' as float), cast('-10e-70' as float);
> 0.0 -0.0
> {code}
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[jira] [Updated] (SPARK-28024) Incorrect numeric values when out of range
[
https://issues.apache.org/jira/browse/SPARK-28024?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Xiao Li updated SPARK-28024:
Priority: Critical (was: Major)
> Incorrect numeric values when out of range
> --
>
> Key: SPARK-28024
> URL: https://issues.apache.org/jira/browse/SPARK-28024
> Project: Spark
> Issue Type: Bug
> Components: SQL
>Affects Versions: 3.0.0
>Reporter: Yuming Wang
>Priority: Critical
> Labels: correctness
> Attachments: SPARK-28024.png
>
>
> For example:
> {code:sql}
> select tinyint(128) * tinyint(2); -- 0
> select smallint(2147483647) * smallint(2); -- -2
> select int(2147483647) * int(2); -- -2
> SELECT smallint((-32768)) * smallint(-1); -- -32768
> {code}
--
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[jira] [Updated] (SPARK-28024) Incorrect numeric values when out of range
[
https://issues.apache.org/jira/browse/SPARK-28024?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Xiao Li updated SPARK-28024:
Labels: correctness (was: )
> Incorrect numeric values when out of range
> --
>
> Key: SPARK-28024
> URL: https://issues.apache.org/jira/browse/SPARK-28024
> Project: Spark
> Issue Type: Bug
> Components: SQL
>Affects Versions: 3.0.0
>Reporter: Yuming Wang
>Priority: Major
> Labels: correctness
> Attachments: SPARK-28024.png
>
>
> For example:
> {code:sql}
> select tinyint(128) * tinyint(2); -- 0
> select smallint(2147483647) * smallint(2); -- -2
> select int(2147483647) * int(2); -- -2
> SELECT smallint((-32768)) * smallint(-1); -- -32768
> {code}
--
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[jira] [Updated] (SPARK-28024) Incorrect numeric values when out of range
[
https://issues.apache.org/jira/browse/SPARK-28024?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Xiao Li updated SPARK-28024:
Target Version/s: 3.0.0
> Incorrect numeric values when out of range
> --
>
> Key: SPARK-28024
> URL: https://issues.apache.org/jira/browse/SPARK-28024
> Project: Spark
> Issue Type: Bug
> Components: SQL
>Affects Versions: 3.0.0
>Reporter: Yuming Wang
>Priority: Critical
> Labels: correctness
> Attachments: SPARK-28024.png
>
>
> For example:
> {code:sql}
> select tinyint(128) * tinyint(2); -- 0
> select smallint(2147483647) * smallint(2); -- -2
> select int(2147483647) * int(2); -- -2
> SELECT smallint((-32768)) * smallint(-1); -- -32768
> {code}
--
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[jira] [Updated] (SPARK-28024) Incorrect numeric values when out of range
[
https://issues.apache.org/jira/browse/SPARK-28024?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Yuming Wang updated SPARK-28024:
Attachment: SPARK-28024.png
> Incorrect numeric values when out of range
> --
>
> Key: SPARK-28024
> URL: https://issues.apache.org/jira/browse/SPARK-28024
> Project: Spark
> Issue Type: Bug
> Components: SQL
>Affects Versions: 3.0.0
>Reporter: Yuming Wang
>Priority: Major
> Attachments: SPARK-28024.png
>
>
> For example:
> {code:sql}
> select tinyint(128) * tinyint(2); -- 0
> select smallint(2147483647) * smallint(2); -- -2
> select int(2147483647) * int(2); -- -2
> SELECT smallint((-32768)) * smallint(-1); -- -32768
> {code}
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[jira] [Updated] (SPARK-28024) Incorrect numeric values when out of range
[
https://issues.apache.org/jira/browse/SPARK-28024?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Yuming Wang updated SPARK-28024:
Description:
For example:
{code:sql}
select tinyint(128) * tinyint(2); -- 0
select smallint(2147483647) * smallint(2); -- -2
select int(2147483647) * int(2); -- -2
SELECT smallint((-32768)) * smallint(-1); -- -32768
{code}
was:
For example:
{code:sql}
select tinyint(128) * tinyint(2); -- 0
select smallint(2147483647) * smallint(2); -- -2
select int(2147483647) * int(2); -- -2
SELECT smallint((-32768)) * smallint(-1);
{code}
> Incorrect numeric values when out of range
> --
>
> Key: SPARK-28024
> URL: https://issues.apache.org/jira/browse/SPARK-28024
> Project: Spark
> Issue Type: Bug
> Components: SQL
>Affects Versions: 3.0.0
>Reporter: Yuming Wang
>Priority: Major
>
> For example:
> {code:sql}
> select tinyint(128) * tinyint(2); -- 0
> select smallint(2147483647) * smallint(2); -- -2
> select int(2147483647) * int(2); -- -2
> SELECT smallint((-32768)) * smallint(-1); -- -32768
> {code}
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[jira] [Updated] (SPARK-28024) Incorrect numeric values when out of range
[
https://issues.apache.org/jira/browse/SPARK-28024?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Yuming Wang updated SPARK-28024:
Description:
For example:
{code:sql}
select tinyint(128) * tinyint(2); -- 0
select smallint(2147483647) * smallint(2); -- -2
select int(2147483647) * int(2); -- -2
SELECT smallint((-32768)) * smallint(-1);
{code}
was:
For example:
{code:sql}
select tinyint(128) * tinyint(2); -- 0
select smallint(2147483647) * smallint(2); -- -2
select int(2147483647) * int(2); -- -2
{code}
> Incorrect numeric values when out of range
> --
>
> Key: SPARK-28024
> URL: https://issues.apache.org/jira/browse/SPARK-28024
> Project: Spark
> Issue Type: Bug
> Components: SQL
>Affects Versions: 3.0.0
>Reporter: Yuming Wang
>Priority: Major
>
> For example:
> {code:sql}
> select tinyint(128) * tinyint(2); -- 0
> select smallint(2147483647) * smallint(2); -- -2
> select int(2147483647) * int(2); -- -2
> SELECT smallint((-32768)) * smallint(-1);
> {code}
--
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[jira] [Updated] (SPARK-28024) Incorrect numeric values when out of range
[
https://issues.apache.org/jira/browse/SPARK-28024?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Yuming Wang updated SPARK-28024:
Summary: Incorrect numeric values when out of range (was: Incorrect value
when out of range)
> Incorrect numeric values when out of range
> --
>
> Key: SPARK-28024
> URL: https://issues.apache.org/jira/browse/SPARK-28024
> Project: Spark
> Issue Type: Bug
> Components: SQL
>Affects Versions: 3.0.0
>Reporter: Yuming Wang
>Priority: Major
>
> For example:
> {code:sql}
> select tinyint(128) * tinyint(2); -- 0
> select smallint(2147483647) * smallint(2); -- -2
> select int(2147483647) * int(2); -- -2
> {code}
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