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Posted to reviews@spark.apache.org by GitBox <gi...@apache.org> on 2020/03/11 08:01:23 UTC
[GitHub] [spark] wangyum opened a new pull request #27874:
[WIP][SPARK-31114][SQL] Constraints inferred from equality constraints with
cast
wangyum opened a new pull request #27874: [WIP][SPARK-31114][SQL] Constraints inferred from equality constraints with cast
URL: https://github.com/apache/spark/pull/27874
### What changes were proposed in this pull request?
This PR add support inferred morre constraints from equality constraints with cast, For e.g.,
```scala
spark.sql("CREATE TABLE SPARK_31114_1(a BIGINT)")
spark.sql("CREATE TABLE SPARK_31114_2(b DECIMAL(18, 0))")
spark.sql("SELECT t1.* FROM SPARK_31114_1 t1 JOIN SPARK_31114_2 t2 ON t1.a = t2.b AND t1.a = 1L").explain
```
Before this PR:
```
== Physical Plan ==
*(2) Project [a#0L]
+- *(2) BroadcastHashJoin [cast(a#0L as decimal(20,0))], [cast(b#1 as decimal(20,0))], Inner, BuildRight
:- *(2) Project [a#0L]
: +- *(2) Filter (isnotnull(a#0L) AND (a#0L = 1))
: +- *(2) ColumnarToRow
: +- FileScan parquet default.spark_31114_1[a#0L]
+- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[0, decimal(18,0), true] as decimal(20,0)))), [id=#50]
+- *(1) Project [b#1]
+- *(1) Filter isnotnull(b#1)
+- *(1) ColumnarToRow
+- FileScan parquet default.spark_31114_2[b#1]
```
After this PR:
```
*(2) Project [a#218L]
+- *(2) BroadcastHashJoin [cast(a#218L as decimal(20,0))], [cast(b#219 as decimal(20,0))], Inner, BuildRight
:- *(2) Project [a#218L]
: +- *(2) Filter (isnotnull(a#218L) AND (a#218L = 1))
: +- *(2) ColumnarToRow
: +- FileScan parquet default.spark_31114_1[a#218L]
+- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[0, decimal(18,0), true] as decimal(20,0)))), [id=#119]
+- *(1) Project [b#219]
+- *(1) Filter ((cast(b#219 as bigint) = 1) AND isnotnull(b#219))
+- *(1) ColumnarToRow
+- FileScan parquet default.spark_31114_2[b#219]
```
### Why are the changes needed?
Improve query performance.
### Does this PR introduce any user-facing change?
No.
### How was this patch tested?
Unit test.
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[WIP][SPARK-31114][SQL] Constraints inferred from equality constraints with
cast
Posted by GitBox <gi...@apache.org>.
SparkQA removed a comment on issue #27874: [WIP][SPARK-31114][SQL] Constraints inferred from equality constraints with cast
URL: https://github.com/apache/spark/pull/27874#issuecomment-597560345
**[Test build #119669 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/119669/testReport)** for PR 27874 at commit [`1e92854`](https://github.com/apache/spark/commit/1e9285496d260b39d3e3197268a8cbe3b8ae2deb).
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[WIP][SPARK-31114][SQL] Constraints inferred from equality constraints with
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[WIP][SPARK-31114][SQL] Constraints inferred from equality constraints with
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Posted by GitBox <gi...@apache.org>.
SparkQA removed a comment on issue #27874: [WIP][SPARK-31114][SQL] Constraints inferred from equality constraints with cast
URL: https://github.com/apache/spark/pull/27874#issuecomment-597497526
**[Test build #119661 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/119661/testReport)** for PR 27874 at commit [`1e92854`](https://github.com/apache/spark/commit/1e9285496d260b39d3e3197268a8cbe3b8ae2deb).
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[GitHub] [spark] wangyum commented on issue #27874: [WIP][SPARK-31114][SQL]
Constraints inferred from equality constraints with cast
Posted by GitBox <gi...@apache.org>.
wangyum commented on issue #27874: [WIP][SPARK-31114][SQL] Constraints inferred from equality constraints with cast
URL: https://github.com/apache/spark/pull/27874#issuecomment-599045928
I closed it because this change cannot handle this case:
```scala
spark.sql("create table T1(a string)")
spark.sql("create table T2(b string)")
spark.sql("create table T3(c bigint)")
spark.sql("create table T4(d bigint)")
spark.sql(
"""
|SELECT t1.a, t2.b, t4.d
|FROM T1 t1 JOIN T2 t2
| ON (t1.a = t2.b)
| JOIN T3 t3
| ON (t1.a = t3.c)
| JOIN T4 t4
| ON (t3.c = t4.d)
|""".stripMargin).explain()
```
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[GitHub] [spark] wangyum commented on issue #27874: [WIP][SPARK-31114][SQL]
Constraints inferred from equality constraints with cast
Posted by GitBox <gi...@apache.org>.
wangyum commented on issue #27874: [WIP][SPARK-31114][SQL] Constraints inferred from equality constraints with cast
URL: https://github.com/apache/spark/pull/27874#issuecomment-597558415
retest this please
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[GitHub] [spark] SparkQA commented on issue #27874: [WIP][SPARK-31114][SQL]
Constraints inferred from equality constraints with cast
Posted by GitBox <gi...@apache.org>.
SparkQA commented on issue #27874: [WIP][SPARK-31114][SQL] Constraints inferred from equality constraints with cast
URL: https://github.com/apache/spark/pull/27874#issuecomment-597520407
**[Test build #119661 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/119661/testReport)** for PR 27874 at commit [`1e92854`](https://github.com/apache/spark/commit/1e9285496d260b39d3e3197268a8cbe3b8ae2deb).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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Constraints inferred from equality constraints with cast
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Constraints inferred from equality constraints with cast
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retest this please
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**[Test build #119669 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/119669/testReport)** for PR 27874 at commit [`1e92854`](https://github.com/apache/spark/commit/1e9285496d260b39d3e3197268a8cbe3b8ae2deb).
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* This patch adds no public classes.
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SparkQA removed a comment on issue #27874: [WIP][SPARK-31114][SQL] Constraints inferred from equality constraints with cast
URL: https://github.com/apache/spark/pull/27874#issuecomment-597520407
**[Test build #119661 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/119661/testReport)** for PR 27874 at commit [`1e92854`](https://github.com/apache/spark/commit/1e9285496d260b39d3e3197268a8cbe3b8ae2deb).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] [spark] AmplabJenkins removed a comment on issue #27874:
[WIP][SPARK-31114][SQL] Constraints inferred from equality constraints with
cast
Posted by GitBox <gi...@apache.org>.
AmplabJenkins removed a comment on issue #27874: [WIP][SPARK-31114][SQL] Constraints inferred from equality constraints with cast
URL: https://github.com/apache/spark/pull/27874#issuecomment-597520508
Merged build finished. Test FAILed.
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[GitHub] [spark] wangyum closed pull request #27874: [WIP][SPARK-31114][SQL]
Constraints inferred from equality constraints with cast
Posted by GitBox <gi...@apache.org>.
wangyum closed pull request #27874: [WIP][SPARK-31114][SQL] Constraints inferred from equality constraints with cast
URL: https://github.com/apache/spark/pull/27874
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