huaxingao commented on pull request #29119:
URL: https://github.com/apache/spark/pull/29119#issuecomment-658582560
@kevinyu1949 Thanks for submitting a PR. Actually we intentionally changed
```labelIndexer.labels``` to ```labelIndexer.labelsArray(0)``` because
```StringIndexerModel.labels`
HyukjinKwon commented on pull request #29077:
URL: https://github.com/apache/spark/pull/29077#issuecomment-658581488
@HeartSaVioR, no big deal but let's make sure to mention which branch this
PR went through as a comment.
Th
HyukjinKwon edited a comment on pull request #29077:
URL: https://github.com/apache/spark/pull/29077#issuecomment-658581488
@HeartSaVioR, no big deal but let's make sure to leave a comment to mention
which branch this PR went through.
--
adjordan edited a comment on pull request #29080:
URL: https://github.com/apache/spark/pull/29080#issuecomment-658579068
Yes, I know the difference between the two. I just assumed that
`MLUtils.kFold` was doing the splits according to the k-fold method, given then
name, and not the random
adjordan commented on pull request #29080:
URL: https://github.com/apache/spark/pull/29080#issuecomment-658579068
Yes, I know the difference between the two. I just assumed that
`MLUtils.kFold` was doing the splits according to the k-fold method, not the
random sub-sampling method. But I s
maropu commented on a change in pull request #29079:
URL: https://github.com/apache/spark/pull/29079#discussion_r454827741
##
File path:
sql/catalyst/src/main/scala/org/apache/spark/sql/internal/SQLConf.scala
##
@@ -2645,21 +2645,22 @@ object SQLConf {
.booleanConf
maropu commented on a change in pull request #29079:
URL: https://github.com/apache/spark/pull/29079#discussion_r454827741
##
File path:
sql/catalyst/src/main/scala/org/apache/spark/sql/internal/SQLConf.scala
##
@@ -2645,21 +2645,22 @@ object SQLConf {
.booleanConf
Fokko commented on pull request #29109:
URL: https://github.com/apache/spark/pull/29109#issuecomment-658578504
These PR's are a bit small indeed, but there are a few coming up that are
much bigger. I would like to split them a bit to make it easier to digest for
the reviewers/committers.
maropu commented on a change in pull request #29079:
URL: https://github.com/apache/spark/pull/29079#discussion_r454827484
##
File path:
sql/catalyst/src/main/scala/org/apache/spark/sql/internal/SQLConf.scala
##
@@ -2645,21 +2645,22 @@ object SQLConf {
.booleanConf
HyukjinKwon commented on pull request #29117:
URL: https://github.com/apache/spark/pull/29117#issuecomment-658574515
retest this please
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maropu commented on a change in pull request #29118:
URL: https://github.com/apache/spark/pull/29118#discussion_r454819744
##
File path:
sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/optimizer/EliminateSortsSuite.scala
##
@@ -284,6 +284,15 @@ class EliminateSortsSu
yaooqinn commented on pull request #29064:
URL: https://github.com/apache/spark/pull/29064#issuecomment-658569092
cc @maropu @cloud-fan @huaxingao. Please check the reference doc for set tz
command.
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kevinyu1949 opened a new pull request #29119:
URL: https://github.com/apache/spark/pull/29119
Refine wrong code.
### What changes were proposed in this pull request?
### Why are the changes needed?
### Does this PR introduce _any_ user-facing chan
viirya commented on pull request #29118:
URL: https://github.com/apache/spark/pull/29118#issuecomment-658567012
okay, sounds good.
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dongjoon-hyun edited a comment on pull request #29118:
URL: https://github.com/apache/spark/pull/29118#issuecomment-658565525
Actually, the file size check test cases are very ~flaky~ fragile. We hit
many issues before when we added `Spark Version` metadata on Parquet/ORC/Avro.
> Do you
dongjoon-hyun commented on pull request #29118:
URL: https://github.com/apache/spark/pull/29118#issuecomment-658565525
Actually, the file size check test cases are very flaky. We hit many issues
before when we add `Spark Version` metadata on Parquet/ORC/Avro.
> Do you think it is easy to
dongjoon-hyun edited a comment on pull request #29118:
URL: https://github.com/apache/spark/pull/29118#issuecomment-658565525
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viirya commented on pull request #29118:
URL: https://github.com/apache/spark/pull/29118#issuecomment-658565157
Do you think it is easy to add a test that checks file size like in the
description? Or current one is enough?
T
HyukjinKwon commented on a change in pull request #29088:
URL: https://github.com/apache/spark/pull/29088#discussion_r454812360
##
File path:
sql/core/src/test/scala/org/apache/spark/sql/execution/datasources/csv/CSVSuite.scala
##
@@ -2353,6 +2354,43 @@ abstract class CSVSuite
dongjoon-hyun commented on pull request #29118:
URL: https://github.com/apache/spark/pull/29118#issuecomment-658565064
Thank you, @maropu and @viirya .
Yes. The commit log and JIRA will explain the situation. I made the test
case minimally.
-
HyukjinKwon commented on a change in pull request #29088:
URL: https://github.com/apache/spark/pull/29088#discussion_r454812272
##
File path:
sql/core/src/test/scala/org/apache/spark/sql/execution/datasources/csv/CSVSuite.scala
##
@@ -2353,6 +2354,43 @@ abstract class CSVSuite
dongjoon-hyun commented on a change in pull request #29118:
URL: https://github.com/apache/spark/pull/29118#discussion_r454811733
##
File path:
sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/optimizer/EliminateSortsSuite.scala
##
@@ -284,6 +284,15 @@ class Eliminate
viirya edited a comment on pull request #29089:
URL: https://github.com/apache/spark/pull/29089#issuecomment-658563157
Yeah, because the different data distribution, physical encoding of data
could result in different size, that is what I meant.
---
viirya commented on pull request #29089:
URL: https://github.com/apache/spark/pull/29089#issuecomment-658563157
Yeah, because the different data distribution, physical encoding of data
could result in different size.
This is
maropu commented on a change in pull request #29118:
URL: https://github.com/apache/spark/pull/29118#discussion_r454810395
##
File path:
sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/optimizer/EliminateSortsSuite.scala
##
@@ -284,6 +284,15 @@ class EliminateSortsSu
SaurabhChawla100 commented on pull request #29045:
URL: https://github.com/apache/spark/pull/29045#issuecomment-658561486
Retest this please
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dongjoon-hyun edited a comment on pull request #29118:
URL: https://github.com/apache/spark/pull/29118#issuecomment-658560629
Also, cc @cloud-fan , @HyukjinKwon , @maropu
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dongjoon-hyun edited a comment on pull request #29118:
URL: https://github.com/apache/spark/pull/29118#issuecomment-658560339
Could you review this, @viirya ? This will protect us from the future
regression. This part is tricky.
dongjoon-hyun commented on pull request #29118:
URL: https://github.com/apache/spark/pull/29118#issuecomment-658560629
Also, cc @cloud-fan and @HyukjinKwon .
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dongjoon-hyun commented on pull request #29118:
URL: https://github.com/apache/spark/pull/29118#issuecomment-658560339
Could you review this, @viirya ?
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dongjoon-hyun edited a comment on pull request #29089:
URL: https://github.com/apache/spark/pull/29089#issuecomment-658559706
The most big factor is file formats instead of Spark side.
For example, in the above example, ORC files are small because it supports a
special encoding when the
dongjoon-hyun edited a comment on pull request #29089:
URL: https://github.com/apache/spark/pull/29089#issuecomment-658559706
No~ It depends on file formats instead of Spark side.
For example, in the above example, ORC files are small because it supports a
special encoding when the input
dongjoon-hyun commented on pull request #29089:
URL: https://github.com/apache/spark/pull/29089#issuecomment-658559706
No~ It depends on file formats instead of Spark side.
For example, in the above example, ORC files are small because it supports a
special encoding when the data is sort
dongjoon-hyun commented on pull request #29089:
URL: https://github.com/apache/spark/pull/29089#issuecomment-658558813
I made a PR to add a test coverage for the above case.
- https://github.com/apache/spark/pull/29118
Thi
viirya commented on pull request #29089:
URL: https://github.com/apache/spark/pull/29089#issuecomment-658558946
Oh, this is interesting. I know removing `Sort` before `Repartition` will
result in different data distribution because `Repartition` uses
`RoundRobinPartitioning`. Because I thi
dongjoon-hyun opened a new pull request #29118:
URL: https://github.com/apache/spark/pull/29118
### What changes were proposed in this pull request?
This PR aims to add a test case to EliminateSortsSuite to protect a valid
use case which is using ORDER BY in DISTRIBUTE BY statement.
viirya commented on pull request #29080:
URL: https://github.com/apache/spark/pull/29080#issuecomment-658556814
Do you read the above too links? The current approach is repeated random
sub-sampling validation, this PR changes to k-fold cross-validation.
---
viirya edited a comment on pull request #29080:
URL: https://github.com/apache/spark/pull/29080#issuecomment-658556814
Do you read the above two links? The current approach is repeated random
sub-sampling validation, this PR changes to k-fold cross-validation.
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dongjoon-hyun edited a comment on pull request #28931:
URL: https://github.com/apache/spark/pull/28931#issuecomment-658553220
Hi, @gatorsmile . Technically, this only handles `host/port` parsing inside
`core` module. I'm sure that this is a meaningful step inside Spark. However,
we didn't
dongjoon-hyun edited a comment on pull request #28931:
URL: https://github.com/apache/spark/pull/28931#issuecomment-658553220
Hi, @gatorsmile . Technically, this only handles `host/port` parsing inside
`core` module. I'm sure that this is a meaningful step inside Spark. However,
we didn't
dongjoon-hyun commented on pull request #28931:
URL: https://github.com/apache/spark/pull/28931#issuecomment-658553220
Hi, @gatorsmile . Technically, this only handles `host/port` parsing inside
`core` module only. I'm sure that this is a meaningful step inside Spark.
However, we didn't te
adjordan edited a comment on pull request #29080:
URL: https://github.com/apache/spark/pull/29080#issuecomment-658547236
@viirya Sorry, can you explain? I don't see how it changes the technique, it
just allows models from multiple folds to be run in parallel. `MLUtils.kFold`
is doing k-fol
dongjoon-hyun commented on pull request #29089:
URL: https://github.com/apache/spark/pull/29089#issuecomment-658550248
Very sorry, guys. Due to the above regression, I'll revert this commit
urgently. We can rethink about this PR.
---
maropu commented on a change in pull request #29085:
URL: https://github.com/apache/spark/pull/29085#discussion_r454795948
##
File path:
sql/core/src/main/scala/org/apache/spark/sql/execution/SparkScriptTransformationExec.scala
##
@@ -0,0 +1,187 @@
+/*
+ * Licensed to the Apac
dongjoon-hyun commented on pull request #29089:
URL: https://github.com/apache/spark/pull/29089#issuecomment-658549984
**AFTER SPARK-32276**
```
scala> scala.util.Random.shuffle((1 to 10).map(x => (x % 2,
x))).toDF("a", "b").repartition(2).createOrReplaceTempView("t")
scala
maropu commented on a change in pull request #29085:
URL: https://github.com/apache/spark/pull/29085#discussion_r454780673
##
File path:
sql/core/src/main/scala/org/apache/spark/sql/execution/BaseScriptTransformationExec.scala
##
@@ -87,17 +90,60 @@ trait BaseScriptTransformat
adjordan edited a comment on pull request #29080:
URL: https://github.com/apache/spark/pull/29080#issuecomment-658547236
@viirya Sorry, can you explain? I don't see how it changes the technique, it
just allows models from multiple folds to be run in parallel.
-
adjordan commented on pull request #29080:
URL: https://github.com/apache/spark/pull/29080#issuecomment-658547236
@viirya Sorry, can you explain? I don't see how it changes anything, it just
allows models from multiple folds to be run in parallel.
-
srowen commented on a change in pull request #29111:
URL: https://github.com/apache/spark/pull/29111#discussion_r454792607
##
File path: mllib/src/main/scala/org/apache/spark/ml/Estimator.scala
##
@@ -76,7 +76,7 @@ abstract class Estimator[M <: Model[M]] extends PipelineStage
srowen commented on pull request #29111:
URL: https://github.com/apache/spark/pull/29111#issuecomment-658546568
I think I understand the last test failures, will fix too.
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MaxGekk commented on pull request #27366:
URL: https://github.com/apache/spark/pull/27366#issuecomment-658546141
@cloud-fan Anything else should I do in the PR to be merged?
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stczwd commented on a change in pull request #29088:
URL: https://github.com/apache/spark/pull/29088#discussion_r454791986
##
File path:
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/csv/CsvOutputWriter.scala
##
@@ -39,6 +39,10 @@ class CsvOutputWriter(
dongjoon-hyun edited a comment on pull request #29089:
URL: https://github.com/apache/spark/pull/29089#issuecomment-658544475
To generate small final Parquet/ORC files, we do the above tricks, don't we?
This may cause a regression on the size of output storage.
---
dongjoon-hyun edited a comment on pull request #29089:
URL: https://github.com/apache/spark/pull/29089#issuecomment-658544475
To generate small final Parquet/ORC files, we do the above tricks, don't we?
This PR may cause a regression on the size of output storage.
dongjoon-hyun edited a comment on pull request #29089:
URL: https://github.com/apache/spark/pull/29089#issuecomment-658544475
To generate small final Parquet/ORC files, we do the above tricks, don't we?
This is an automated m
dongjoon-hyun commented on pull request #29089:
URL: https://github.com/apache/spark/pull/29089#issuecomment-658544475
To generate small Parquet/ORC files, we do the above tricks, don't we?
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warrenzhu25 edited a comment on pull request #29044:
URL: https://github.com/apache/spark/pull/29044#issuecomment-656771107
> It's directly relevant to this PR because your patch is changing
`environment` variable.
>
> * Please see this for the detail (https://github.com/cdarlint/win
dongjoon-hyun commented on pull request #29089:
URL: https://github.com/apache/spark/pull/29089#issuecomment-658543717
Oops. Sorry, guys. It seems that I missed something during testing. For the
following case, we should not remove `Sort`.
**BEFORE THIS PR**
```scala
scala> Seq
warrenzhu25 commented on pull request #28942:
URL: https://github.com/apache/spark/pull/28942#issuecomment-658543670
@gengliangwang Tests passed, could you help merge this?
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HyukjinKwon opened a new pull request #29117:
URL: https://github.com/apache/spark/pull/29117
### What changes were proposed in this pull request?
TBD
### Why are the changes needed?
TBD
### Does this PR introduce _any_ user-facing change?
TBD
### Ho
HeartSaVioR closed pull request #29077:
URL: https://github.com/apache/spark/pull/29077
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HeartSaVioR commented on pull request #29077:
URL: https://github.com/apache/spark/pull/29077#issuecomment-658539797
Thanks for the reviewing and kind words :) I'll deal with merging.
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dongjoon-hyun commented on a change in pull request #29111:
URL: https://github.com/apache/spark/pull/29111#discussion_r454784921
##
File path: mllib/src/main/scala/org/apache/spark/ml/Estimator.scala
##
@@ -76,7 +76,7 @@ abstract class Estimator[M <: Model[M]] extends Pipeline
dongjoon-hyun commented on a change in pull request #29111:
URL: https://github.com/apache/spark/pull/29111#discussion_r454784282
##
File path: examples/src/main/scala/org/apache/spark/examples/SparkKMeans.scala
##
@@ -102,5 +102,10 @@ object SparkKMeans {
kPoints.foreach(
aokolnychyi commented on pull request #29089:
URL: https://github.com/apache/spark/pull/29089#issuecomment-658538432
Thanks, everyone!
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dongjoon-hyun commented on pull request #29089:
URL: https://github.com/apache/spark/pull/29089#issuecomment-658538140
Also, cc @gatorsmile and @cloud-fan
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Thanks, @dongjoon-hyun
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SparkQA commented on pull request #29114:
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