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[GitHub] [spark] Ngone51 opened a new pull request #28271: [SPARK-31495][SQL] Support formatted explain for AQE
Ngone51 opened a new pull request #28271:
URL: https://github.com/apache/spark/pull/28271
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### What changes were proposed in this pull request?
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To support formatted explain for AQE.
### Why are the changes needed?
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AQE does not support formatted explain yet. It's good to support it for better user experience, debugging, etc.
Here's an example of formatted explain of AQE plan:
```
== Physical Plan ==
AdaptiveSparkPlan (14)
+- * HashAggregate (13)
+- CustomShuffleReader (12)
+- ShuffleQueryStage (11)
+- Exchange (10)
+- * HashAggregate (9)
+- * Project (8)
+- * BroadcastHashJoin Inner BuildRight (7)
:- * Project (2)
: +- * LocalTableScan (1)
+- BroadcastQueryStage (6)
+- BroadcastExchange (5)
+- * Project (4)
+- * LocalTableScan (3)
```
### Does this PR introduce any user-facing change?
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No, this should be new feature along with AQE in Spark 3.0.
### How was this patch tested?
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Added a query file: `explain-aqe.sql` and a unit test.
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[GitHub] [spark] dongjoon-hyun commented on issue #28271: [SPARK-31495][SQL] Support formatted explain for AQE
Posted by GitBox <gi...@apache.org>.
dongjoon-hyun commented on issue #28271:
URL: https://github.com/apache/spark/pull/28271#issuecomment-618105766
Hi, All.
This seems to break all Jenkins job in `branch-3.0`. Could you make a follow-up?
- https://amplab.cs.berkeley.edu/jenkins/view/Spark%20QA%20Test%20(Dashboard)/job/spark-branch-3.0-test-maven-hadoop-2.7-hive-2.3-jdk-11/278/
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URL: https://github.com/apache/spark/pull/28271#issuecomment-617741437
**[Test build #121620 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/121620/testReport)** for PR 28271 at commit [`5893e40`](https://github.com/apache/spark/commit/5893e4004a0c14e3a00d0730e44779a1d71ebfe0).
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[GitHub] [spark] cloud-fan commented on a change in pull request #28271: [SPARK-31495][SQL] Support formatted explain for AQE
Posted by GitBox <gi...@apache.org>.
cloud-fan commented on a change in pull request #28271:
URL: https://github.com/apache/spark/pull/28271#discussion_r412872981
##########
File path: sql/core/src/main/scala/org/apache/spark/sql/execution/ExplainUtils.scala
##########
@@ -212,7 +228,7 @@ object ExplainUtils {
case _ =>
}
})
- }
+ }
Review comment:
wrong indentation.
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[GitHub] [spark] SparkQA commented on issue #28271: [SPARK-31495][SQL] Support formatted explain for AQE
Posted by GitBox <gi...@apache.org>.
SparkQA commented on issue #28271:
URL: https://github.com/apache/spark/pull/28271#issuecomment-616577399
**[Test build #121514 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/121514/testReport)** for PR 28271 at commit [`4808054`](https://github.com/apache/spark/commit/4808054e839c27764a86107765b19d45246f7b7a).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] [spark] Ngone51 commented on issue #28271: [SPARK-31495][SQL] Support formatted explain for AQE
Posted by GitBox <gi...@apache.org>.
Ngone51 commented on issue #28271:
URL: https://github.com/apache/spark/pull/28271#issuecomment-618121425
Sure, thanks!
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[GitHub] [spark] SparkQA commented on issue #28271: [SPARK-31495][SQL] Support formatted explain for AQE
Posted by GitBox <gi...@apache.org>.
SparkQA commented on issue #28271:
URL: https://github.com/apache/spark/pull/28271#issuecomment-617939281
**[Test build #121620 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/121620/testReport)** for PR 28271 at commit [`5893e40`](https://github.com/apache/spark/commit/5893e4004a0c14e3a00d0730e44779a1d71ebfe0).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] [spark] Ngone51 commented on a change in pull request #28271: [SPARK-31495][SQL] Support formatted explain for AQE
Posted by GitBox <gi...@apache.org>.
Ngone51 commented on a change in pull request #28271:
URL: https://github.com/apache/spark/pull/28271#discussion_r411319209
##########
File path: sql/core/src/test/scala/org/apache/spark/sql/ExplainSuite.scala
##########
@@ -332,4 +335,57 @@ class ExplainSuite extends QueryTest with SharedSparkSession with DisableAdaptiv
}
}
+class ExplainSuiteAE extends ExplainSuiteHelper with EnableAdaptiveExecutionSuite {
+ import testImplicits._
+
+ test("Explain formatted") {
+ val df1 = Seq((1, 2), (2, 3)).toDF("k", "v1")
+ val df2 = Seq((2, 3), (1, 1)).toDF("k", "v2")
+ val testDf = df1.join(df2, "k").groupBy("k").agg(count("v1"), sum("v1"), avg("v2"))
+ // trigger the final plan for AQE
+ testDf.collect()
+ // whitespace
+ val ws = " "
+ // == Physical Plan ==
+ // AdaptiveSparkPlan (14)
Review comment:
> Was it just AdaptiveSparkPlan (14)?
Yeah..have updated description, thanks!
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[GitHub] [spark] dongjoon-hyun edited a comment on issue #28271: [SPARK-31495][SQL] Support formatted explain for AQE
Posted by GitBox <gi...@apache.org>.
dongjoon-hyun edited a comment on issue #28271:
URL: https://github.com/apache/spark/pull/28271#issuecomment-618105766
Hi, All.
This seems to break all Jenkins job in `branch-3.0`. Could you make a follow-up?
- https://amplab.cs.berkeley.edu/jenkins/view/Spark%20QA%20Test%20(Dashboard)/job/spark-branch-3.0-test-maven-hadoop-2.7-hive-2.3-jdk-11/278/
```
org.scalatest.exceptions.TestFailedException: explain-aqe.sql
Expected "...ondition: None
[ ]
(9) AdaptiveSparkPl...", but got "...ondition: None
[]
(9) AdaptiveSparkPl..." Result did not match for query #8
```
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[GitHub] [spark] cloud-fan commented on issue #28271: [SPARK-31495][SQL] Support formatted explain for AQE
Posted by GitBox <gi...@apache.org>.
cloud-fan commented on issue #28271:
URL: https://github.com/apache/spark/pull/28271#issuecomment-617756433
The last commit just changes indentation. Thanks, merging to master/3.0!
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SparkQA commented on issue #28271:
URL: https://github.com/apache/spark/pull/28271#issuecomment-617286174
**[Test build #121585 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/121585/testReport)** for PR 28271 at commit [`4808054`](https://github.com/apache/spark/commit/4808054e839c27764a86107765b19d45246f7b7a).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] [spark] Ngone51 commented on issue #28271: [SPARK-31495][SQL] Support formatted explain for AQE
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Ngone51 commented on issue #28271:
URL: https://github.com/apache/spark/pull/28271#issuecomment-617800841
thanks all!
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[GitHub] [spark] Ngone51 commented on issue #28271: [SPARK-31495][SQL] Support formatted explain for AQE
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Ngone51 commented on issue #28271:
URL: https://github.com/apache/spark/pull/28271#issuecomment-617578374
cc @cloud-fan @maryannxue
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[GitHub] [spark] HyukjinKwon commented on a change in pull request #28271: [SPARK-31495][SQL] Support formatted explain for AQE
Posted by GitBox <gi...@apache.org>.
HyukjinKwon commented on a change in pull request #28271:
URL: https://github.com/apache/spark/pull/28271#discussion_r411245351
##########
File path: sql/core/src/test/scala/org/apache/spark/sql/ExplainSuite.scala
##########
@@ -332,4 +335,57 @@ class ExplainSuite extends QueryTest with SharedSparkSession with DisableAdaptiv
}
}
+class ExplainSuiteAE extends ExplainSuiteHelper with EnableAdaptiveExecutionSuite {
+ import testImplicits._
+
+ test("Explain formatted") {
+ val df1 = Seq((1, 2), (2, 3)).toDF("k", "v1")
+ val df2 = Seq((2, 3), (1, 1)).toDF("k", "v2")
+ val testDf = df1.join(df2, "k").groupBy("k").agg(count("v1"), sum("v1"), avg("v2"))
+ // trigger the final plan for AQE
+ testDf.collect()
+ // whitespace
+ val ws = " "
+ // == Physical Plan ==
+ // AdaptiveSparkPlan (14)
Review comment:
@Ngone51, it would be better if we show the before/after results in the PR description. What was it before out of curiosity? Was it just `AdaptiveSparkPlan (14)`?
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[GitHub] [spark] Ngone51 commented on a change in pull request #28271: [SPARK-31495][SQL] Support formatted explain for AQE
Posted by GitBox <gi...@apache.org>.
Ngone51 commented on a change in pull request #28271:
URL: https://github.com/apache/spark/pull/28271#discussion_r411319209
##########
File path: sql/core/src/test/scala/org/apache/spark/sql/ExplainSuite.scala
##########
@@ -332,4 +335,57 @@ class ExplainSuite extends QueryTest with SharedSparkSession with DisableAdaptiv
}
}
+class ExplainSuiteAE extends ExplainSuiteHelper with EnableAdaptiveExecutionSuite {
+ import testImplicits._
+
+ test("Explain formatted") {
+ val df1 = Seq((1, 2), (2, 3)).toDF("k", "v1")
+ val df2 = Seq((2, 3), (1, 1)).toDF("k", "v2")
+ val testDf = df1.join(df2, "k").groupBy("k").agg(count("v1"), sum("v1"), avg("v2"))
+ // trigger the final plan for AQE
+ testDf.collect()
+ // whitespace
+ val ws = " "
+ // == Physical Plan ==
+ // AdaptiveSparkPlan (14)
Review comment:
Thanks, I'm updating the decription.
##########
File path: sql/core/src/test/scala/org/apache/spark/sql/ExplainSuite.scala
##########
@@ -332,4 +335,57 @@ class ExplainSuite extends QueryTest with SharedSparkSession with DisableAdaptiv
}
}
+class ExplainSuiteAE extends ExplainSuiteHelper with EnableAdaptiveExecutionSuite {
+ import testImplicits._
+
+ test("Explain formatted") {
+ val df1 = Seq((1, 2), (2, 3)).toDF("k", "v1")
+ val df2 = Seq((2, 3), (1, 1)).toDF("k", "v2")
+ val testDf = df1.join(df2, "k").groupBy("k").agg(count("v1"), sum("v1"), avg("v2"))
+ // trigger the final plan for AQE
+ testDf.collect()
+ // whitespace
+ val ws = " "
+ // == Physical Plan ==
+ // AdaptiveSparkPlan (14)
Review comment:
Thanks, I'm updating the description.
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[GitHub] [spark] HyukjinKwon commented on issue #28271: [SPARK-31495][SQL] Support formatted explain for AQE
Posted by GitBox <gi...@apache.org>.
HyukjinKwon commented on issue #28271:
URL: https://github.com/apache/spark/pull/28271#issuecomment-617622814
looks fine to me.
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Ngone51 commented on issue #28271:
URL: https://github.com/apache/spark/pull/28271#issuecomment-617176302
retest this please.
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[GitHub] [spark] Ngone51 commented on a change in pull request #28271: [SPARK-31495][SQL] Support formatted explain for AQE
Posted by GitBox <gi...@apache.org>.
Ngone51 commented on a change in pull request #28271:
URL: https://github.com/apache/spark/pull/28271#discussion_r411319209
##########
File path: sql/core/src/test/scala/org/apache/spark/sql/ExplainSuite.scala
##########
@@ -332,4 +335,57 @@ class ExplainSuite extends QueryTest with SharedSparkSession with DisableAdaptiv
}
}
+class ExplainSuiteAE extends ExplainSuiteHelper with EnableAdaptiveExecutionSuite {
+ import testImplicits._
+
+ test("Explain formatted") {
+ val df1 = Seq((1, 2), (2, 3)).toDF("k", "v1")
+ val df2 = Seq((2, 3), (1, 1)).toDF("k", "v2")
+ val testDf = df1.join(df2, "k").groupBy("k").agg(count("v1"), sum("v1"), avg("v2"))
+ // trigger the final plan for AQE
+ testDf.collect()
+ // whitespace
+ val ws = " "
+ // == Physical Plan ==
+ // AdaptiveSparkPlan (14)
Review comment:
> Was it just AdaptiveSparkPlan (14)?
Yeah..have updated description, thanks!
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URL: https://github.com/apache/spark/pull/28271#issuecomment-617577525
**[Test build #121600 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/121600/testReport)** for PR 28271 at commit [`1228d2e`](https://github.com/apache/spark/commit/1228d2e439197eee986473f7c9af82e86d11a449).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.
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* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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