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Posted to reviews@spark.apache.org by GitBox <gi...@apache.org> on 2020/02/10 10:28:52 UTC
[GitHub] [spark] HyukjinKwon opened a new pull request #27521: [SPARK-29462]
The data type of "array()" should be array
HyukjinKwon opened a new pull request #27521: [SPARK-29462] The data type of "array()" should be array<null>
URL: https://github.com/apache/spark/pull/27521
### What changes were proposed in this pull request?
This brings https://github.com/apache/spark/pull/26324 back. It was reverted basically because, firstly Hive compatibility, and the lack of investigations in other DBMSes and ANSI.
- In case of PostgreSQL seems coercing NULL literal to TEXT type.
- Presto seems coercing `array() + array(1)` -> array of int.
- Hive seems `array() + array(1)` -> array of strings
Given that, the design choices have been differently made for some reasons. If we pick one of both, seems coercing to array of int makes much more sense.
Another investigation was made offline internally. Seems ANSI "SQL 2011, section 6.5 "<contextually typed value specification>" states:
> If ES is specified, then let ET be the element type determined by the context in which ES appears. The declared type DT of ES is Case:
>
> a) If ES simply contains ARRAY, then ET ARRAY[0].
>
> b) If ES simply contains MULTISET, then ET MULTISET.
>
> ES is effectively replaced by CAST ( ES AS DT )
Assuming from the investigation made, choosing to `null` seems correct, and we have a reference Presto now.
Therefore, this PR proposes to bring it back.
### Why are the changes needed?
When empty array is created, it should be declared as array<null>.
### Does this PR introduce any user-facing change?
Yes, `array()` creates `array<null>`
### How was this patch tested?
Tested manually
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[GitHub] [spark] dongjoon-hyun commented on a change in pull request #27521:
[SPARK-29462][SQL] The data type of "array()" should be array
Posted by GitBox <gi...@apache.org>.
dongjoon-hyun commented on a change in pull request #27521: [SPARK-29462][SQL] The data type of "array()" should be array<null>
URL: https://github.com/apache/spark/pull/27521#discussion_r377270605
##########
File path: docs/sql-migration-guide.md
##########
@@ -215,6 +215,8 @@ license: |
For example `SELECT timestamp 'tomorrow';`.
- Since Spark 3.0, the `size` function returns `NULL` for the `NULL` input. In Spark version 2.4 and earlier, this function gives `-1` for the same input. To restore the behavior before Spark 3.0, you can set `spark.sql.legacy.sizeOfNull` to `true`.
+
+ - Since Spark 3.0, when `array` function is called without parameters, it returns an empty array with `NullType` data type. In Spark version 2.4 and earlier, it returns an empty array with string type.
Review comment:
Before merging this, let's make it sure that we don't need to add a legacy conf for this.
cc @gatorsmile
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The data type of "array()" should be array
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[GitHub] [spark] HyukjinKwon commented on issue #27521: [SPARK-29462] The
data type of "array()" should be array
Posted by GitBox <gi...@apache.org>.
HyukjinKwon commented on issue #27521: [SPARK-29462] The data type of "array()" should be array<null>
URL: https://github.com/apache/spark/pull/27521#issuecomment-584055797
cc @cloud-fan, @maropu, @amanomer , @gengliangwang
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Posted by GitBox <gi...@apache.org>.
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URL: https://github.com/apache/spark/pull/27521#issuecomment-584066609
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[GitHub] [spark] gengliangwang commented on a change in pull request #27521:
[SPARK-29462][SQL] The data type of "array()" should be array
Posted by GitBox <gi...@apache.org>.
gengliangwang commented on a change in pull request #27521: [SPARK-29462][SQL] The data type of "array()" should be array<null>
URL: https://github.com/apache/spark/pull/27521#discussion_r377278945
##########
File path: docs/sql-migration-guide.md
##########
@@ -215,6 +215,8 @@ license: |
For example `SELECT timestamp 'tomorrow';`.
- Since Spark 3.0, the `size` function returns `NULL` for the `NULL` input. In Spark version 2.4 and earlier, this function gives `-1` for the same input. To restore the behavior before Spark 3.0, you can set `spark.sql.legacy.sizeOfNull` to `true`.
+
+ - Since Spark 3.0, when `array` function is called without parameters, it returns an empty array with `NullType` data type. In Spark version 2.4 and earlier, it returns an empty array with string type.
Review comment:
How about revising as
```
Since Spark 3.0, when the `array` function is called without any parameters, it returns an empty array of `NullType`. In Spark version 2.4 and earlier, it returns an empty array of string type.
```
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The data type of "array()" should be array
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[GitHub] [spark] maropu commented on a change in pull request #27521:
[SPARK-29462][SQL] The data type of "array()" should be array
Posted by GitBox <gi...@apache.org>.
maropu commented on a change in pull request #27521: [SPARK-29462][SQL] The data type of "array()" should be array<null>
URL: https://github.com/apache/spark/pull/27521#discussion_r377386840
##########
File path: docs/sql-migration-guide.md
##########
@@ -215,6 +215,8 @@ license: |
For example `SELECT timestamp 'tomorrow';`.
- Since Spark 3.0, the `size` function returns `NULL` for the `NULL` input. In Spark version 2.4 and earlier, this function gives `-1` for the same input. To restore the behavior before Spark 3.0, you can set `spark.sql.legacy.sizeOfNull` to `true`.
+
+ - Since Spark 3.0, when `array` function is called without parameters, it returns an empty array with `NullType` data type. In Spark version 2.4 and earlier, it returns an empty array with string type.
Review comment:
Ur, keeping the legacy behaviour in the conf looks somewhat reasonable to me for hive users.
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[GitHub] [spark] SparkQA commented on issue #27521: [SPARK-29462] The data
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[GitHub] [spark] HyukjinKwon commented on issue #27521: [SPARK-29462][SQL]
The data type of "array()" should be array
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HyukjinKwon commented on issue #27521: [SPARK-29462][SQL] The data type of "array()" should be array<null>
URL: https://github.com/apache/spark/pull/27521#issuecomment-584521746
Thank you @maropu.
Merged to master and branch-3.0.
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[GitHub] [spark] HyukjinKwon commented on issue #27521: [SPARK-29462] The
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retest this please
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[GitHub] [spark] cloud-fan commented on a change in pull request #27521:
[SPARK-29462] The data type of "array()" should be array
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cloud-fan commented on a change in pull request #27521: [SPARK-29462] The data type of "array()" should be array<null>
URL: https://github.com/apache/spark/pull/27521#discussion_r376986725
##########
File path: docs/sql-migration-guide.md
##########
@@ -215,6 +215,8 @@ license: |
For example `SELECT timestamp 'tomorrow';`.
- Since Spark 3.0, the `size` function returns `NULL` for the `NULL` input. In Spark version 2.4 and earlier, this function gives `-1` for the same input. To restore the behavior before Spark 3.0, you can set `spark.sql.legacy.sizeOfNull` to `true`.
+
+ - Since Spark 3.0, when `array` function is called without parameters, it returns an empty array with `NullType` data type. In Spark version 2.4 and earlier, the data type of the result is `StringType`.
Review comment:
`In Spark version 2.4 and earlier, it returns an empty array with string type.`
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[GitHub] [spark] cloud-fan commented on issue #27521: [SPARK-29462][SQL] The
data type of "array()" should be array
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to be consistent, I think we should do the same thing for map. @Ngone51 can you help with it?
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[GitHub] [spark] iRakson commented on issue #27521: [SPARK-29462][SQL] The
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@cloud-fan I will raise PR for map.
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[GitHub] [spark] HyukjinKwon closed pull request #27521: [SPARK-29462][SQL]
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[GitHub] [spark] AmplabJenkins commented on issue #27521: [SPARK-29462] The
data type of "array()" should be array
Posted by GitBox <gi...@apache.org>.
AmplabJenkins commented on issue #27521: [SPARK-29462] The data type of "array()" should be array<null>
URL: https://github.com/apache/spark/pull/27521#issuecomment-584174563
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