[GitHub] [spark] AmplabJenkins commented on issue #26195: [SPARK-29537][SQL] throw exception when user defined a wrong base path

2019-12-02 Thread GitBox
AmplabJenkins commented on issue #26195: [SPARK-29537][SQL] throw exception 
when user defined a wrong base path
URL: https://github.com/apache/spark/pull/26195#issuecomment-560471137
 
 
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[GitHub] [spark] AmplabJenkins commented on issue #26195: [SPARK-29537][SQL] throw exception when user defined a wrong base path

2019-12-02 Thread GitBox
AmplabJenkins commented on issue #26195: [SPARK-29537][SQL] throw exception 
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URL: https://github.com/apache/spark/pull/26195#issuecomment-560471145
 
 
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[GitHub] [spark] SparkQA removed a comment on issue #26195: [SPARK-29537][SQL] throw exception when user defined a wrong base path

2019-12-02 Thread GitBox
SparkQA removed a comment on issue #26195: [SPARK-29537][SQL] throw exception 
when user defined a wrong base path
URL: https://github.com/apache/spark/pull/26195#issuecomment-560380115
 
 
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[GitHub] [spark] SparkQA commented on issue #26195: [SPARK-29537][SQL] throw exception when user defined a wrong base path

2019-12-02 Thread GitBox
SparkQA commented on issue #26195: [SPARK-29537][SQL] throw exception when user 
defined a wrong base path
URL: https://github.com/apache/spark/pull/26195#issuecomment-560470120
 
 
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* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.


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[GitHub] [spark] SparkQA removed a comment on issue #26467: [SPARK-29477]Improve tooltip for Streaming tab

2019-12-02 Thread GitBox
SparkQA removed a comment on issue #26467: [SPARK-29477]Improve tooltip for 
Streaming tab
URL: https://github.com/apache/spark/pull/26467#issuecomment-560436371
 
 
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[GitHub] [spark] SparkQA commented on issue #26467: [SPARK-29477]Improve tooltip for Streaming tab

2019-12-02 Thread GitBox
SparkQA commented on issue #26467: [SPARK-29477]Improve tooltip for Streaming 
tab
URL: https://github.com/apache/spark/pull/26467#issuecomment-560468479
 
 
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* This patch passes all tests.
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[GitHub] [spark] dongjoon-hyun commented on issue #26707: [SPARK-30076][BUILD][TESTS] Upgrade Mockito to 3.1.0

2019-12-02 Thread GitBox
dongjoon-hyun commented on issue #26707: [SPARK-30076][BUILD][TESTS] Upgrade 
Mockito to 3.1.0
URL: https://github.com/apache/spark/pull/26707#issuecomment-560467661
 
 
   +1, late LGTM~


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[GitHub] [spark] amanomer commented on a change in pull request #26712: [SPARK-29883][SQL] Improve error messages when function name is an alias

2019-12-02 Thread GitBox
amanomer commented on a change in pull request #26712: [SPARK-29883][SQL] 
Improve error messages when function name is an alias
URL: https://github.com/apache/spark/pull/26712#discussion_r352688792
 
 

 ##
 File path: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/aggregate/UnevaluableAggs.scala
 ##
 @@ -53,7 +53,6 @@ abstract class UnevaluableBooleanAggBase(arg: Expression)
   """,
   since = "3.0.0")
 case class BoolAnd(arg: Expression) extends UnevaluableBooleanAggBase(arg) {
 
 Review comment:
   Updated PR. cc @cloud-fan 


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[GitHub] [spark] huaxingao commented on issue #26721: [SPARK-30085][SQL][DOC] Standardize sql reference

2019-12-02 Thread GitBox
huaxingao commented on issue #26721: [SPARK-30085][SQL][DOC] Standardize sql 
reference
URL: https://github.com/apache/spark/pull/26721#issuecomment-560465686
 
 
   Thanks! @srowen @dilipbiswal 


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[GitHub] [spark] dongjoon-hyun commented on issue #26694: [MINOR][SQL] Rename config name to spark.sql.analyzer.failAmbiguousSelfJoin.enabled

2019-12-02 Thread GitBox
dongjoon-hyun commented on issue #26694: [MINOR][SQL] Rename config name to 
spark.sql.analyzer.failAmbiguousSelfJoin.enabled
URL: https://github.com/apache/spark/pull/26694#issuecomment-560464868
 
 
   Thank you for update.
   +1, late LGTM!


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[GitHub] [spark] dongjoon-hyun commented on issue #26732: [MINOR][SS] Add implementation note on overriding serialize/deserialize in HDFSMetadataLog methods' scaladoc

2019-12-02 Thread GitBox
dongjoon-hyun commented on issue #26732: [MINOR][SS] Add implementation note on 
overriding serialize/deserialize in HDFSMetadataLog methods' scaladoc
URL: https://github.com/apache/spark/pull/26732#issuecomment-560464351
 
 
   +1, Late LGTM.


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[GitHub] [spark] dongjoon-hyun commented on issue #26725: [DO-NOT-MERGE] Health Checking in PR Builder

2019-12-02 Thread GitBox
dongjoon-hyun commented on issue #26725: [DO-NOT-MERGE] Health Checking in PR 
Builder
URL: https://github.com/apache/spark/pull/26725#issuecomment-560462624
 
 
   I'm back~ @HyukjinKwon .
   Is there any remaining issue?


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[GitHub] [spark] nchammas commented on issue #26719: [SPARK-30084] Document how to trigger Jekyll build on Python API doc changes

2019-12-02 Thread GitBox
nchammas commented on issue #26719: [SPARK-30084] Document how to trigger 
Jekyll build on Python API doc changes
URL: https://github.com/apache/spark/pull/26719#issuecomment-560462261
 
 
   `safe` is [disabled by 
default](https://jekyllrb.com/docs/configuration/default/), and I cannot find 
anyplace in `docs/` where we've set it to something else. [My post on the 
Jekyll 
forum](https://talk.jekyllrb.com/t/should-jekyll-serve-watch-follow-symlinks/3659)
 didn't get any replies, unfortunately.


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[GitHub] [spark] AmplabJenkins removed a comment on issue #26738: [SPARK-30082] Do not replace Zeros when replacing NaNs

2019-12-02 Thread GitBox
AmplabJenkins removed a comment on issue #26738: [SPARK-30082] Do not replace 
Zeros when replacing NaNs
URL: https://github.com/apache/spark/pull/26738#issuecomment-560455850
 
 
   Can one of the admins verify this patch?


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[GitHub] [spark] AmplabJenkins commented on issue #26738: [SPARK-30082] Do not replace Zeros when replacing NaNs

2019-12-02 Thread GitBox
AmplabJenkins commented on issue #26738: [SPARK-30082] Do not replace Zeros 
when replacing NaNs
URL: https://github.com/apache/spark/pull/26738#issuecomment-560456369
 
 
   Can one of the admins verify this patch?


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[GitHub] [spark] AmplabJenkins removed a comment on issue #26412: [SPARK-29774][SQL] Date and Timestamp type +/- null should be null as Postgres

2019-12-02 Thread GitBox
AmplabJenkins removed a comment on issue #26412: [SPARK-29774][SQL] Date and 
Timestamp type +/- null should be null as Postgres
URL: https://github.com/apache/spark/pull/26412#issuecomment-560455224
 
 
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[GitHub] [spark] AmplabJenkins commented on issue #26738: [SPARK-30082] Do not replace Zeros when replacing NaNs

2019-12-02 Thread GitBox
AmplabJenkins commented on issue #26738: [SPARK-30082] Do not replace Zeros 
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URL: https://github.com/apache/spark/pull/26738#issuecomment-560455850
 
 
   Can one of the admins verify this patch?


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[GitHub] [spark] AmplabJenkins removed a comment on issue #26412: [SPARK-29774][SQL] Date and Timestamp type +/- null should be null as Postgres

2019-12-02 Thread GitBox
AmplabJenkins removed a comment on issue #26412: [SPARK-29774][SQL] Date and 
Timestamp type +/- null should be null as Postgres
URL: https://github.com/apache/spark/pull/26412#issuecomment-560455214
 
 
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[GitHub] [spark] AmplabJenkins commented on issue #26412: [SPARK-29774][SQL] Date and Timestamp type +/- null should be null as Postgres

2019-12-02 Thread GitBox
AmplabJenkins commented on issue #26412: [SPARK-29774][SQL] Date and Timestamp 
type +/- null should be null as Postgres
URL: https://github.com/apache/spark/pull/26412#issuecomment-560455224
 
 
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[GitHub] [spark] SparkQA removed a comment on issue #26412: [SPARK-29774][SQL] Date and Timestamp type +/- null should be null as Postgres

2019-12-02 Thread GitBox
SparkQA removed a comment on issue #26412: [SPARK-29774][SQL] Date and 
Timestamp type +/- null should be null as Postgres
URL: https://github.com/apache/spark/pull/26412#issuecomment-560405755
 
 
   **[Test build #114733 has 
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[GitHub] [spark] johnhany97 opened a new pull request #26738: [SPARK-30082] Do not replace Zeros when replacing NaNs

2019-12-02 Thread GitBox
johnhany97 opened a new pull request #26738: [SPARK-30082] Do not replace Zeros 
when replacing NaNs
URL: https://github.com/apache/spark/pull/26738
 
 
   Fixes https://issues.apache.org/jira/browse/SPARK-30082
   
   ### What changes were proposed in this pull request?
   Do not cast `NaN` to an `Integer`, `Long`, `Short` or `Byte`. This is 
because casting `NaN` to those types results in a `0` which erroneously 
replaces `0`s while only `NaN`s should be replaced.
   
   
   ### Why are the changes needed?
   This Scala code snippet:
   ```
   import scala.math;
   
   println(Double.NaN.toLong)
   ```
   returns `0` which is problematic as if you run the following Spark code, 
`0`s get replaced as well:
   ```
   >>> df = spark.createDataFrame([(1.0, 0), (0.0, 3), (float('nan'), 0)], 
("index", "value"))
   >>> df.show()
   +-+-+
   |index|value|
   +-+-+
   |  1.0|0|
   |  0.0|3|
   |  NaN|0|
   +-+-+
   >>> df.replace(float('nan'), 2).show()
   +-+-+
   |index|value|
   +-+-+
   |  1.0|2|
   |  0.0|3|
   |  2.0|2|
   +-+-+ 
   ```
   
   ### Does this PR introduce any user-facing change?
   Yes, after the PR, running the same above code snippet returns the correct 
expected results:
   ```
   >>> df = spark.createDataFrame([(1.0, 0), (0.0, 3), (float('nan'), 0)], 
("index", "value"))
   >>> df.show()
   +-+-+
   |index|value|
   +-+-+
   |  1.0|0|
   |  0.0|3|
   |  NaN|0|
   +-+-+
   
   >>> df.replace(float('nan'), 2).show()
   +-+-+
   |index|value|
   +-+-+
   |  1.0|0|
   |  0.0|3|
   |  2.0|0|
   +-+-+
   ```
   
   
   ### How was this patch tested?
   
   


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[GitHub] [spark] SparkQA commented on issue #26412: [SPARK-29774][SQL] Date and Timestamp type +/- null should be null as Postgres

2019-12-02 Thread GitBox
SparkQA commented on issue #26412: [SPARK-29774][SQL] Date and Timestamp type 
+/- null should be null as Postgres
URL: https://github.com/apache/spark/pull/26412#issuecomment-560454991
 
 
   **[Test build #114733 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/114733/testReport)**
 for PR 26412 at commit 
[`0694e07`](https://github.com/apache/spark/commit/0694e0704f95be818dbc57eb060a8f3ea604e46d).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.


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[GitHub] [spark] AmplabJenkins commented on issue #26412: [SPARK-29774][SQL] Date and Timestamp type +/- null should be null as Postgres

2019-12-02 Thread GitBox
AmplabJenkins commented on issue #26412: [SPARK-29774][SQL] Date and Timestamp 
type +/- null should be null as Postgres
URL: https://github.com/apache/spark/pull/26412#issuecomment-560455214
 
 
   Merged build finished. Test FAILed.


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[GitHub] [spark] AmplabJenkins removed a comment on issue #26737: [SPARK-30103][SQL] Consolidate Schema merge logic

2019-12-02 Thread GitBox
AmplabJenkins removed a comment on issue #26737: [SPARK-30103][SQL] Consolidate 
Schema merge logic
URL: https://github.com/apache/spark/pull/26737#issuecomment-560452440
 
 
   Can one of the admins verify this patch?


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[GitHub] [spark] AmplabJenkins commented on issue #26737: [SPARK-30103][SQL] Consolidate Schema merge logic

2019-12-02 Thread GitBox
AmplabJenkins commented on issue #26737: [SPARK-30103][SQL] Consolidate Schema 
merge logic
URL: https://github.com/apache/spark/pull/26737#issuecomment-560453040
 
 
   Can one of the admins verify this patch?


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[GitHub] [spark] AmplabJenkins commented on issue #26737: [SPARK-30103][SQL] Consolidate Schema merge logic

2019-12-02 Thread GitBox
AmplabJenkins commented on issue #26737: [SPARK-30103][SQL] Consolidate Schema 
merge logic
URL: https://github.com/apache/spark/pull/26737#issuecomment-560452440
 
 
   Can one of the admins verify this patch?


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[GitHub] [spark] xy2953396112 commented on issue #26736: [SPARK-30098][SQL] Use default datasource as provider for CREATE TABLE syntax

2019-12-02 Thread GitBox
xy2953396112 commented on issue #26736: [SPARK-30098][SQL] Use default 
datasource as provider for CREATE TABLE syntax
URL: https://github.com/apache/spark/pull/26736#issuecomment-560452586
 
 
   fix Conflicting files.


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[GitHub] [spark] Fokko opened a new pull request #26737: [SPARK-30103][SQL] Consolidate Schema merge logic

2019-12-02 Thread GitBox
Fokko opened a new pull request #26737: [SPARK-30103][SQL] Consolidate Schema 
merge logic
URL: https://github.com/apache/spark/pull/26737
 
 
   While working at https://github.com/apache/spark/pull/26644 I've noticed 
something strange in behavior.
   
   https://github.com/apache/spark/pull/26644 focusses on merging 
UserDefinedTypes into Spark's native types. Delta checks if the schema is still 
compatible, so as an integration test I tried to union two DF's, where one has 
a UserDefinedTypes, which should then be merged into a native type. To mimic 
this, I've used an union there, because we don't have the Delta extension, and 
Spark does not check schema compatibility on write, so it is impossible to 
reproduce the situation that we've observed with Delta.
   
   However, when Delta checks compatibility, it merges the schema using the 
`StructType.merge()`, and when Spark checks compatibility, it uses the 
`TypeCoercion`:
   
https://github.com/apache/spark/blob/master/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/CheckAnalysis.scala#L314-L323
   
   Since this is complex code, I think we should merge these two to get similar 
behavior. Curious what your opinion is on this, and why these so similar 
functions are kept separately.
   
   ### What changes were proposed in this pull request?
   
   Removing the `StructType.merge()`, and use 
`TypeCoercion.findTightestCommonType()` instead. The one in TypeCoercion looks 
more complete.
   
   
   
   ### Why are the changes needed?
   
   To simplify the codebase, and consolidate the behavior of merging schemas.
   
   
   
   
   ### Does this PR introduce any user-facing change?
   
   Not in UI/Console, possibly in behavior.
   
   
   
   ### How was this patch tested?
   
   Existing unit tests,
   
   
   


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[GitHub] [spark] nchammas commented on a change in pull request #24830: [SPARK-27990][SQL][ML] Provide a way to recursively load data from datasource

2019-12-02 Thread GitBox
nchammas commented on a change in pull request #24830: [SPARK-27990][SQL][ML] 
Provide a way to recursively load data from datasource
URL: https://github.com/apache/spark/pull/24830#discussion_r352663360
 
 

 ##
 File path: 
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/PartitioningAwareFileIndex.scala
 ##
 @@ -62,6 +62,10 @@ abstract class PartitioningAwareFileIndex(
 pathGlobFilter.forall(_.accept(file.getPath))
   }
 
+  protected lazy val recursiveFileLookup = {
+parameters.getOrElse("recursiveFileLookup", "false").toBoolean
 
 Review comment:
   FYI @Ngone51: #26718


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[GitHub] [spark] SparkQA removed a comment on issue #26641: [SPARK-29453][WEBUI] Improve tooltips information for SQL tab.

2019-12-02 Thread GitBox
SparkQA removed a comment on issue #26641: [SPARK-29453][WEBUI] Improve 
tooltips information for SQL tab.
URL: https://github.com/apache/spark/pull/26641#issuecomment-560434356
 
 
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[GitHub] [spark] SparkQA commented on issue #26641: [SPARK-29453][WEBUI] Improve tooltips information for SQL tab.

2019-12-02 Thread GitBox
SparkQA commented on issue #26641: [SPARK-29453][WEBUI] Improve tooltips 
information for SQL tab.
URL: https://github.com/apache/spark/pull/26641#issuecomment-560447337
 
 
   **[Test build #4956 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/NewSparkPullRequestBuilder/4956/testReport)**
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[`2df1f20`](https://github.com/apache/spark/commit/2df1f2093fc4780b258dc81d4f7c1108f709d7f2).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.


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[GitHub] [spark] XuQianJin-Stars commented on issue #26727: [SPARK-30087][CORE] Enhanced implementation of JmxSink on RMI remote calls

2019-12-02 Thread GitBox
XuQianJin-Stars commented on issue #26727: [SPARK-30087][CORE] Enhanced 
implementation of JmxSink on RMI remote calls
URL: https://github.com/apache/spark/pull/26727#issuecomment-560444342
 
 
   hi @jerryshao Have time to review this PR?


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[GitHub] [spark] AmplabJenkins removed a comment on issue #26412: [SPARK-29774][SQL] Date and Timestamp type +/- null should be null as Postgres

2019-12-02 Thread GitBox
AmplabJenkins removed a comment on issue #26412: [SPARK-29774][SQL] Date and 
Timestamp type +/- null should be null as Postgres
URL: https://github.com/apache/spark/pull/26412#issuecomment-560443414
 
 
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[GitHub] [spark] SparkQA removed a comment on issue #26412: [SPARK-29774][SQL] Date and Timestamp type +/- null should be null as Postgres

2019-12-02 Thread GitBox
SparkQA removed a comment on issue #26412: [SPARK-29774][SQL] Date and 
Timestamp type +/- null should be null as Postgres
URL: https://github.com/apache/spark/pull/26412#issuecomment-560366258
 
 
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[GitHub] [spark] AmplabJenkins removed a comment on issue #26412: [SPARK-29774][SQL] Date and Timestamp type +/- null should be null as Postgres

2019-12-02 Thread GitBox
AmplabJenkins removed a comment on issue #26412: [SPARK-29774][SQL] Date and 
Timestamp type +/- null should be null as Postgres
URL: https://github.com/apache/spark/pull/26412#issuecomment-560443403
 
 
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[GitHub] [spark] AmplabJenkins commented on issue #26412: [SPARK-29774][SQL] Date and Timestamp type +/- null should be null as Postgres

2019-12-02 Thread GitBox
AmplabJenkins commented on issue #26412: [SPARK-29774][SQL] Date and Timestamp 
type +/- null should be null as Postgres
URL: https://github.com/apache/spark/pull/26412#issuecomment-560443403
 
 
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[GitHub] [spark] AmplabJenkins commented on issue #26412: [SPARK-29774][SQL] Date and Timestamp type +/- null should be null as Postgres

2019-12-02 Thread GitBox
AmplabJenkins commented on issue #26412: [SPARK-29774][SQL] Date and Timestamp 
type +/- null should be null as Postgres
URL: https://github.com/apache/spark/pull/26412#issuecomment-560443414
 
 
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[GitHub] [spark] SparkQA commented on issue #26412: [SPARK-29774][SQL] Date and Timestamp type +/- null should be null as Postgres

2019-12-02 Thread GitBox
SparkQA commented on issue #26412: [SPARK-29774][SQL] Date and Timestamp type 
+/- null should be null as Postgres
URL: https://github.com/apache/spark/pull/26412#issuecomment-560443044
 
 
   **[Test build #114726 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/114726/testReport)**
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[`e89d806`](https://github.com/apache/spark/commit/e89d8068a55957a2d5930d0aa2bc3111b5010854).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.


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[GitHub] [spark] AmplabJenkins commented on issue #26076: [SPARK-29419][SQL] Fix Encoder thread-safety bug in createDataset(Seq)

2019-12-02 Thread GitBox
AmplabJenkins commented on issue #26076: [SPARK-29419][SQL] Fix Encoder 
thread-safety bug in createDataset(Seq)
URL: https://github.com/apache/spark/pull/26076#issuecomment-560439125
 
 
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[GitHub] [spark] AmplabJenkins commented on issue #26076: [SPARK-29419][SQL] Fix Encoder thread-safety bug in createDataset(Seq)

2019-12-02 Thread GitBox
AmplabJenkins commented on issue #26076: [SPARK-29419][SQL] Fix Encoder 
thread-safety bug in createDataset(Seq)
URL: https://github.com/apache/spark/pull/26076#issuecomment-560439113
 
 
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[GitHub] [spark] srowen commented on issue #26650: [SPARK-30067][CORE] Fix a bug in getBlockHosts

2019-12-02 Thread GitBox
srowen commented on issue #26650: [SPARK-30067][CORE] Fix a bug in getBlockHosts
URL: https://github.com/apache/spark/pull/26650#issuecomment-560438548
 
 
   Eh, maybe CC @cloud-fan too for a look. I'm pretty confident this is a 
correct fix and worth a backport.


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[GitHub] [spark] SparkQA commented on issue #26467: [SPARK-29477]Improve tooltip for Streaming tab

2019-12-02 Thread GitBox
SparkQA commented on issue #26467: [SPARK-29477]Improve tooltip for Streaming 
tab
URL: https://github.com/apache/spark/pull/26467#issuecomment-560436371
 
 
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[GitHub] [spark] srowen commented on issue #26709: [SPARK-30075][CORE][TESTS] Fix the hashCode implementation of ArrayKeyIndexType correctly

2019-12-02 Thread GitBox
srowen commented on issue #26709: [SPARK-30075][CORE][TESTS] Fix the hashCode 
implementation of ArrayKeyIndexType correctly
URL: https://github.com/apache/spark/pull/26709#issuecomment-560435829
 
 
   Merged to master


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[GitHub] [spark] srowen closed pull request #26709: [SPARK-30075][CORE][TESTS] Fix the hashCode implementation of ArrayKeyIndexType correctly

2019-12-02 Thread GitBox
srowen closed pull request #26709: [SPARK-30075][CORE][TESTS] Fix the hashCode 
implementation of ArrayKeyIndexType correctly
URL: https://github.com/apache/spark/pull/26709
 
 
   


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[GitHub] [spark] srowen closed pull request #26721: [SPARK-30085][SQL][DOC] Standardize sql reference

2019-12-02 Thread GitBox
srowen closed pull request #26721: [SPARK-30085][SQL][DOC] Standardize sql 
reference
URL: https://github.com/apache/spark/pull/26721
 
 
   


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[GitHub] [spark] srowen commented on issue #26721: [SPARK-30085][SQL][DOC] Standardize sql reference

2019-12-02 Thread GitBox
srowen commented on issue #26721: [SPARK-30085][SQL][DOC] Standardize sql 
reference
URL: https://github.com/apache/spark/pull/26721#issuecomment-560435315
 
 
   Merged to master


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[GitHub] [spark] srowen closed pull request #26636: [SPARK-27721][BUILD] Switch to use right leveldbjni according to the platforms

2019-12-02 Thread GitBox
srowen closed pull request #26636: [SPARK-27721][BUILD] Switch to use right 
leveldbjni according to the platforms
URL: https://github.com/apache/spark/pull/26636
 
 
   


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[GitHub] [spark] srowen commented on issue #26636: [SPARK-27721][BUILD] Switch to use right leveldbjni according to the platforms

2019-12-02 Thread GitBox
srowen commented on issue #26636: [SPARK-27721][BUILD] Switch to use right 
leveldbjni according to the platforms
URL: https://github.com/apache/spark/pull/26636#issuecomment-560434652
 
 
   Merged to master


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[GitHub] [spark] SparkQA commented on issue #26641: [SPARK-29453][WEBUI] Improve tooltips information for SQL tab.

2019-12-02 Thread GitBox
SparkQA commented on issue #26641: [SPARK-29453][WEBUI] Improve tooltips 
information for SQL tab.
URL: https://github.com/apache/spark/pull/26641#issuecomment-560434356
 
 
   **[Test build #4956 has 
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[GitHub] [spark] srowen commented on issue #26732: [MINOR][SS] Add implementation note on overriding serialize/deserialize in HDFSMetadataLog methods' scaladoc

2019-12-02 Thread GitBox
srowen commented on issue #26732: [MINOR][SS] Add implementation note on 
overriding serialize/deserialize in HDFSMetadataLog methods' scaladoc
URL: https://github.com/apache/spark/pull/26732#issuecomment-560433641
 
 
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[GitHub] [spark] srowen closed pull request #26732: [MINOR][SS] Add implementation note on overriding serialize/deserialize in HDFSMetadataLog methods' scaladoc

2019-12-02 Thread GitBox
srowen closed pull request #26732: [MINOR][SS] Add implementation note on 
overriding serialize/deserialize in HDFSMetadataLog methods' scaladoc
URL: https://github.com/apache/spark/pull/26732
 
 
   


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[GitHub] [spark] srowen closed pull request #26693: [MINOR][SS] Note that writer should not be closed in RateStreamMicroBatchStream.serialize

2019-12-02 Thread GitBox
srowen closed pull request #26693: [MINOR][SS] Note that writer should not be 
closed in RateStreamMicroBatchStream.serialize
URL: https://github.com/apache/spark/pull/26693
 
 
   


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[GitHub] [spark] srowen commented on issue #26722: [SPARK-24666][ML] Fix infinity vectors produced by Word2Vec when numIterations are large

2019-12-02 Thread GitBox
srowen commented on issue #26722: [SPARK-24666][ML] Fix infinity vectors 
produced by Word2Vec when numIterations are large
URL: https://github.com/apache/spark/pull/26722#issuecomment-560431648
 
 
   Ah right, disregard my previous comment. Am I right that the original 
implementation, being single-threaded, computes just one updated vector per 
word per iteration? and in the Spark implementation, it comes up with several, 
because the word may appear in multiple partitions. Then adding them doesn't 
make sense. It would make sense to average them. That's not quite the same as 
dividing by number of partitions, as the word may not appear in all partitions. 
You could accumulate a simple count in reduceByKey then divide through the sum 
by count?


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[GitHub] [spark] AmplabJenkins removed a comment on issue #26725: [DO-NOT-MERGE] Health Checking in PR Builder

2019-12-02 Thread GitBox
AmplabJenkins removed a comment on issue #26725: [DO-NOT-MERGE] Health Checking 
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[GitHub] [spark] AmplabJenkins removed a comment on issue #26725: [DO-NOT-MERGE] Health Checking in PR Builder

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[GitHub] [spark] xuanyuanking commented on issue #26663: [SPARK-30025][Core] Continuous shuffle block fetching should be disabled by default when the old fetch protocol is used

2019-12-02 Thread GitBox
xuanyuanking commented on issue #26663: [SPARK-30025][Core] Continuous shuffle 
block fetching should be disabled by default when the old fetch protocol is used
URL: https://github.com/apache/spark/pull/26663#issuecomment-560421940
 
 
   Thanks!


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[GitHub] [spark] tgravescs commented on issue #26633: [SPARK-29994][CORE] Add WILDCARD task location

2019-12-02 Thread GitBox
tgravescs commented on issue #26633: [SPARK-29994][CORE] Add WILDCARD task 
location
URL: https://github.com/apache/spark/pull/26633#issuecomment-560420362
 
 
   In my opinion the ideal thing is to fix SPARK-18886, its the perfect time, 
this is a new major release and this isn't something impacting production now 
so we don't really need a "quick fix".  I disagree with your comment there is 
no perfect solution, no one here has  tried and really no one here has give me 
any metrics as to why this is so important of a fix.  
   
But I realize that is a lot more change so I'm ok with this going in as a 
temporary fix.  Please update based on the comments made - I want to make sure 
this is clearly documented in the code has a hack that will go away and no on 
else should use it.
   
   Also can someone give me any performance metrics - how much of a different 
does the LocalShuffledRowRDD make? 


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[GitHub] [spark] SparkQA commented on issue #26412: [SPARK-29774][SQL] Date and Timestamp type +/- null should be null as Postgres

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[GitHub] [spark] yaooqinn commented on a change in pull request #26412: [SPARK-29774][SQL] Date and Timestamp type +/- null should be null as Postgres

2019-12-02 Thread GitBox
yaooqinn commented on a change in pull request #26412: [SPARK-29774][SQL] Date 
and Timestamp type +/- null should be null as Postgres
URL: https://github.com/apache/spark/pull/26412#discussion_r352604626
 
 

 ##
 File path: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/Analyzer.scala
 ##
 @@ -246,6 +247,54 @@ class Analyzer(
   CleanupAliases)
   )
 
+  /**
+   * 1. Turns Add/Subtract of DateType/TimestampType/StringType and 
CalendarIntervalType
+   *to TimeAdd/TimeSub.
+   * 2. Turns Add/Subtract of TimestampType/DateType/IntegerType
+   *and TimestampType/IntegerType/DateType to 
DateAdd/DateSub/SubtractDates and
+   *to SubtractTimestamps.
+   * 3. Turns Multiply/Divide of CalendarIntervalType and NumericType
+   *to MultiplyInterval/DivideInterval
+   */
+  case class ResolveBinaryArithmetic(conf: SQLConf) extends Rule[LogicalPlan] {
+override def apply(plan: LogicalPlan): LogicalPlan = 
plan.resolveOperatorsUp {
+  case p: LogicalPlan => p.transformExpressionsUp {
+case u @ UnresolvedAdd(l, r) if u.childrenResolved => (l.dataType, 
r.dataType) match {
+  case (TimestampType | DateType | StringType, CalendarIntervalType) =>
+Cast(TimeAdd(l, r), l.dataType)
+  case (CalendarIntervalType, TimestampType | DateType | StringType) =>
+Cast(TimeAdd(r, l), r.dataType)
+  case (DateType, _) => DateAdd(l, r)
+  case (_, DateType) => DateAdd(r, l)
+  case (_, _) => Add(l, r)
+}
+case u @ UnresolvedSubtract(l, r) if u.childrenResolved => 
(l.dataType, r.dataType) match {
+  case (TimestampType | DateType | StringType, CalendarIntervalType) =>
+Cast(TimeSub(l, r), l.dataType)
+  case (CalendarIntervalType, TimestampType | DateType | StringType) =>
+Cast(TimeSub(r, l), r.dataType)
+  case (DateType | NullType, DateType) => if 
(conf.usePostgreSQLDialect) {
+DateDiff(l, r)
+  } else {
+SubtractDates(l, r)
+  }
+  case (TimestampType, TimestampType | DateType | NullType) => 
SubtractTimestamps(l, r)
+  case (DateType | NullType, TimestampType) => 
SubtractTimestamps(Cast(l, TimestampType), r)
+  case (DateType, _) => DateSub(l, r)
+  case (_, _) => Subtract(l, r)
+}
+case u @ UnresolvedMultiply(l, r) if u.childrenResolved => 
(l.dataType, r.dataType) match {
+  case (CalendarIntervalType, _: NumericType | NullType) => 
MultiplyInterval(l, r)
+  case (_: NumericType | NullType, CalendarIntervalType) => 
MultiplyInterval(r, l)
 
 Review comment:
   `case (_, CalendarIntervalType) => MultiplyInterval(r, l)` might be enough 
for this case.


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[GitHub] [spark] yaooqinn commented on a change in pull request #26412: [SPARK-29774][SQL] Date and Timestamp type +/- null should be null as Postgres

2019-12-02 Thread GitBox
yaooqinn commented on a change in pull request #26412: [SPARK-29774][SQL] Date 
and Timestamp type +/- null should be null as Postgres
URL: https://github.com/apache/spark/pull/26412#discussion_r352602498
 
 

 ##
 File path: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/Analyzer.scala
 ##
 @@ -246,6 +247,54 @@ class Analyzer(
   CleanupAliases)
   )
 
+  /**
+   * 1. Turns Add/Subtract of DateType/TimestampType/StringType and 
CalendarIntervalType
+   *to TimeAdd/TimeSub.
+   * 2. Turns Add/Subtract of TimestampType/DateType/IntegerType
+   *and TimestampType/IntegerType/DateType to 
DateAdd/DateSub/SubtractDates and
+   *to SubtractTimestamps.
+   * 3. Turns Multiply/Divide of CalendarIntervalType and NumericType
+   *to MultiplyInterval/DivideInterval
+   */
+  case class ResolveBinaryArithmetic(conf: SQLConf) extends Rule[LogicalPlan] {
+override def apply(plan: LogicalPlan): LogicalPlan = 
plan.resolveOperatorsUp {
+  case p: LogicalPlan => p.transformExpressionsUp {
+case u @ UnresolvedAdd(l, r) if u.childrenResolved => (l.dataType, 
r.dataType) match {
+  case (TimestampType | DateType | StringType, CalendarIntervalType) =>
+Cast(TimeAdd(l, r), l.dataType)
+  case (CalendarIntervalType, TimestampType | DateType | StringType) =>
+Cast(TimeAdd(r, l), r.dataType)
+  case (DateType, _) => DateAdd(l, r)
+  case (_, DateType) => DateAdd(r, l)
+  case (_, _) => Add(l, r)
+}
+case u @ UnresolvedSubtract(l, r) if u.childrenResolved => 
(l.dataType, r.dataType) match {
+  case (TimestampType | DateType | StringType, CalendarIntervalType) =>
+Cast(TimeSub(l, r), l.dataType)
+  case (CalendarIntervalType, TimestampType | DateType | StringType) =>
+Cast(TimeSub(r, l), r.dataType)
+  case (DateType | NullType, DateType) => if 
(conf.usePostgreSQLDialect) {
+DateDiff(l, r)
+  } else {
+SubtractDates(l, r)
+  }
+  case (TimestampType, TimestampType | DateType | NullType) => 
SubtractTimestamps(l, r)
+  case (DateType | NullType, TimestampType) => 
SubtractTimestamps(Cast(l, TimestampType), r)
+  case (DateType, _) => DateSub(l, r)
+  case (_, _) => Subtract(l, r)
+}
+case u @ UnresolvedMultiply(l, r) if u.childrenResolved => 
(l.dataType, r.dataType) match {
+  case (CalendarIntervalType, _: NumericType | NullType) => 
MultiplyInterval(l, r)
+  case (_: NumericType | NullType, CalendarIntervalType) => 
MultiplyInterval(r, l)
 
 Review comment:
   Here is another thing to discuss, do we have to only support `interval * 
numeric` and`interval / numeric`, this is not same with other type coercion 
rules, e.g. `1 / '2'` is valid, so `interval 1 day / '2'` should be valid too.
   
   In PostgreSQL, also valid
   ```
   postgres=# select interval '1' day * 2;
?column?
   --
2 days
   (1 row)
   
   postgres=# select interval '1' day * '2';
?column?
   --
2 days
   (1 row)
   
   postgres=# select interval '1' day / '2';
?column?
   --
12:00:00
   (1 row)
   ```


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[GitHub] [spark] AmplabJenkins commented on issue #26195: [SPARK-29537][SQL] throw exception when user defined a wrong base path

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[GitHub] [spark] AmplabJenkins commented on issue #26195: [SPARK-29537][SQL] throw exception when user defined a wrong base path

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[GitHub] [spark] yaooqinn commented on a change in pull request #26412: [SPARK-29774][SQL] Date and Timestamp type +/- null should be null as Postgres

2019-12-02 Thread GitBox
yaooqinn commented on a change in pull request #26412: [SPARK-29774][SQL] Date 
and Timestamp type +/- null should be null as Postgres
URL: https://github.com/apache/spark/pull/26412#discussion_r352598951
 
 

 ##
 File path: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/Analyzer.scala
 ##
 @@ -246,6 +247,54 @@ class Analyzer(
   CleanupAliases)
   )
 
+  /**
+   * 1. Turns Add/Subtract of DateType/TimestampType/StringType and 
CalendarIntervalType
 
 Review comment:
   Update a bit
   ```scala
 /**
  * For [[UnresolvedAdd]]:
  * 1. If one side is timestamp/date/string and the other side is interval, 
turns it to
  * [[TimeAdd]];
  * 2. else if one side is date, turns it to [[DateAdd]] ;
  * 3. else turns it to [[Add]].
  *
  * For [[UnresolvedSubtract]]:
  * 1. If the left side is timestamp/date/string and the right side is an 
interval, turns it to
  * [[TimeSub]];
  * 2. else if one side is timestamp and the other side is date/timestamp, 
turns it to
  * [[SubtractTimestamps]];
  * 3. else if both side are dates, turns it to 
[[DateDiff]]/[[SubtractDates]];
  * 4. else if the left side is date, turns it to [[DateSub]];
  * 5. else turns it to [[Subtract]].
  *
  * For [[UnresolvedMultiply]]:
  * 1. If one side is interval and the other side is numeric, turns it to 
[[MultiplyInterval]];
  * 2. otherwise, turns it to [[Multiply]].
  *
  * For [[UnresolvedDivide]]:
  * 1. If the left side is interval and the right side is numeric, turns it 
to
  * [[DivideInterval]];
  * 2. otherwise, turns it to [[Divide]].
  */
   ```


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[GitHub] [spark] SparkQA commented on issue #26195: [SPARK-29537][SQL] throw exception when user defined a wrong base path

2019-12-02 Thread GitBox
SparkQA commented on issue #26195: [SPARK-29537][SQL] throw exception when user 
defined a wrong base path
URL: https://github.com/apache/spark/pull/26195#issuecomment-560399962
 
 
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[GitHub] [spark] AmplabJenkins removed a comment on issue #26577: [SPARK-29943][SQL] Improve error messages for unsupported data type

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[GitHub] [spark] AmplabJenkins removed a comment on issue #26577: [SPARK-29943][SQL] Improve error messages for unsupported data type

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[GitHub] [spark] AmplabJenkins commented on issue #26577: [SPARK-29943][SQL] Improve error messages for unsupported data type

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[GitHub] [spark] AmplabJenkins commented on issue #26577: [SPARK-29943][SQL] Improve error messages for unsupported data type

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[GitHub] [spark] SparkQA removed a comment on issue #26577: [SPARK-29943][SQL] Improve error messages for unsupported data type

2019-12-02 Thread GitBox
SparkQA removed a comment on issue #26577: [SPARK-29943][SQL] Improve error 
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URL: https://github.com/apache/spark/pull/26577#issuecomment-560347771
 
 
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[GitHub] [spark] Ngone51 commented on a change in pull request #26195: [SPARK-29537][SQL] throw exception when user defined a wrong base path

2019-12-02 Thread GitBox
Ngone51 commented on a change in pull request #26195: [SPARK-29537][SQL] throw 
exception when user defined a wrong base path
URL: https://github.com/apache/spark/pull/26195#discussion_r352596667
 
 

 ##
 File path: 
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/PartitioningAwareFileIndex.scala
 ##
 @@ -221,7 +221,15 @@ abstract class PartitioningAwareFileIndex(
 if (!fs.isDirectory(userDefinedBasePath)) {
   throw new IllegalArgumentException(s"Option '$BASE_PATH_PARAM' must 
be a directory")
 }
-Set(fs.makeQualified(userDefinedBasePath))
+val qualifiedBasePath = fs.makeQualified(userDefinedBasePath)
+val qualifiedBasePathStr = qualifiedBasePath.toString
+rootPaths
+  .find(!fs.makeQualified(_).toString.startsWith(qualifiedBasePathStr))
 
 Review comment:
   Review note: I've inlined the `qualified()` function into `find()` clause.


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[GitHub] [spark] SparkQA commented on issue #26577: [SPARK-29943][SQL] Improve error messages for unsupported data type

2019-12-02 Thread GitBox
SparkQA commented on issue #26577: [SPARK-29943][SQL] Improve error messages 
for unsupported data type
URL: https://github.com/apache/spark/pull/26577#issuecomment-560398309
 
 
   **[Test build #114724 has 
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 for PR 26577 at commit 
[`ced5002`](https://github.com/apache/spark/commit/ced50026414c0c86cf263fa087ec00391347662c).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.


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[GitHub] [spark] Ngone51 removed a comment on issue #26195: [SPARK-29537][SQL] throw exception when user defined a wrong base path

2019-12-02 Thread GitBox
Ngone51 removed a comment on issue #26195: [SPARK-29537][SQL] throw exception 
when user defined a wrong base path
URL: https://github.com/apache/spark/pull/26195#issuecomment-560398175
 
 
   Review note: I've inlined the `qualified()` function into `find` clause.


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[GitHub] [spark] Ngone51 commented on issue #26195: [SPARK-29537][SQL] throw exception when user defined a wrong base path

2019-12-02 Thread GitBox
Ngone51 commented on issue #26195: [SPARK-29537][SQL] throw exception when user 
defined a wrong base path
URL: https://github.com/apache/spark/pull/26195#issuecomment-560398175
 
 
   Review note: I've inlined the `qualified()` function into `find` clause.


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[GitHub] [spark] Ngone51 commented on a change in pull request #26195: [SPARK-29537][SQL] throw exception when user defined a wrong base path

2019-12-02 Thread GitBox
Ngone51 commented on a change in pull request #26195: [SPARK-29537][SQL] throw 
exception when user defined a wrong base path
URL: https://github.com/apache/spark/pull/26195#discussion_r352590490
 
 

 ##
 File path: 
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/PartitioningAwareFileIndex.scala
 ##
 @@ -221,7 +221,16 @@ abstract class PartitioningAwareFileIndex(
 if (!fs.isDirectory(userDefinedBasePath)) {
   throw new IllegalArgumentException(s"Option '$BASE_PATH_PARAM' must 
be a directory")
 }
-Set(fs.makeQualified(userDefinedBasePath))
+def qualifiedPath(path: Path): String = fs.makeQualified(path).toString
+
+val qualifiedBasePath = qualifiedPath(userDefinedBasePath)
+rootPaths
+  .find(p => !qualifiedPath(p).startsWith(qualifiedBasePath))
+  .foreach { rp =>
+throw new IllegalArgumentException(
+  s"Wrong basePath $userDefinedBasePath for the root path: $rp")
+  }
+Set(new Path(qualifiedBasePath))
 
 Review comment:
   Ok, I see.


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[GitHub] [spark] AmplabJenkins removed a comment on issue #26681: [SPARK-30048][SQL] Enable aggregates with interval type values for RelationalGroupedDataset

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[GitHub] [spark] AmplabJenkins removed a comment on issue #26681: [SPARK-30048][SQL] Enable aggregates with interval type values for RelationalGroupedDataset

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[GitHub] [spark] AmplabJenkins commented on issue #26681: [SPARK-30048][SQL] Enable aggregates with interval type values for RelationalGroupedDataset

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[GitHub] [spark] AmplabJenkins commented on issue #26681: [SPARK-30048][SQL] Enable aggregates with interval type values for RelationalGroupedDataset

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[GitHub] [spark] cloud-fan closed pull request #26694: [MINOR][SQL] Rename config name to spark.sql.analyzer.failAmbiguousSelfJoin.enabled

2019-12-02 Thread GitBox
cloud-fan closed pull request #26694: [MINOR][SQL] Rename config name to 
spark.sql.analyzer.failAmbiguousSelfJoin.enabled
URL: https://github.com/apache/spark/pull/26694
 
 
   


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[GitHub] [spark] SparkQA commented on issue #26681: [SPARK-30048][SQL] Enable aggregates with interval type values for RelationalGroupedDataset

2019-12-02 Thread GitBox
SparkQA commented on issue #26681: [SPARK-30048][SQL] Enable aggregates with 
interval type values for RelationalGroupedDataset
URL: https://github.com/apache/spark/pull/26681#issuecomment-560388295
 
 
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[GitHub] [spark] cloud-fan commented on issue #26694: [MINOR][SQL] Rename config name to spark.sql.analyzer.failAmbiguousSelfJoin.enabled

2019-12-02 Thread GitBox
cloud-fan commented on issue #26694: [MINOR][SQL] Rename config name to 
spark.sql.analyzer.failAmbiguousSelfJoin.enabled
URL: https://github.com/apache/spark/pull/26694#issuecomment-560388042
 
 
   merging to master!


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[GitHub] [spark] cloud-fan commented on a change in pull request #26412: [SPARK-29774][SQL] Date and Timestamp type +/- null should be null as Postgres

2019-12-02 Thread GitBox
cloud-fan commented on a change in pull request #26412: [SPARK-29774][SQL] Date 
and Timestamp type +/- null should be null as Postgres
URL: https://github.com/apache/spark/pull/26412#discussion_r352583163
 
 

 ##
 File path: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/Analyzer.scala
 ##
 @@ -246,6 +247,54 @@ class Analyzer(
   CleanupAliases)
   )
 
+  /**
+   * 1. Turns Add/Subtract of DateType/TimestampType/StringType and 
CalendarIntervalType
 
 Review comment:
   I think we need to carefully design the rule so that it's easy to reason 
about. How about
   ```
   For `UnresolvedAdd`:
   1. if one side is interval, turn it into `TimeAdd`
   2. if one side is date, turn it into `DateAdd`
   3. otherwise, turn it into `Add`
   
   For `UnresolvedSubtract`:
   1. if the right side is interval, turn it into `TimeSub`
   2. if one side is timestamp, turn in into `SubtractTimestamps`
   3. if one side is date, turn it into `DateDiff`/`SubtractDates`
   4. otherwise, turn it into `Subtract`
   ```


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[GitHub] [spark] AmplabJenkins removed a comment on issue #26080: [SPARK-29425][SQL] The ownership of a database should be respected

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[GitHub] [spark] AmplabJenkins removed a comment on issue #26080: [SPARK-29425][SQL] The ownership of a database should be respected

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