[GitHub] spark pull request: [SPARK-8516][SQL]create table to specific data...

2015-06-07 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/6695#issuecomment-109881898
  
  [Test build #34409 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/34409/console)
 for   PR 6695 at commit 
[`3d19ad9`](https://github.com/apache/spark/commit/3d19ad9ad5885fa5cf7da0c733dca9152fb15655).
 * This patch **fails PySpark unit tests**.
 * This patch merges cleanly.
 * This patch adds no public classes.


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[GitHub] spark pull request: [SPARK-8516][SQL]create table to specific data...

2015-06-07 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/6695#issuecomment-109881928
  
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[GitHub] spark pull request: [SQL][minor] remove duplicated cases in `Decim...

2015-06-07 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/6698#issuecomment-109881681
  
  [Test build #34414 has 
started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/34414/consoleFull)
 for   PR 6698 at commit 
[`413ad4a`](https://github.com/apache/spark/commit/413ad4a3c6f07bde96142fa47090b6e131b19b2e).


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[GitHub] spark pull request: [SQL][minor] remove duplicated cases in `Decim...

2015-06-07 Thread AmplabJenkins
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https://github.com/apache/spark/pull/6698#issuecomment-109881633
  
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[GitHub] spark pull request: [SQL][minor] remove duplicated cases in `Decim...

2015-06-07 Thread AmplabJenkins
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https://github.com/apache/spark/pull/6698#issuecomment-109881642
  
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[GitHub] spark pull request: [SPARK-8157] [SQL] should use expression.unapp...

2015-06-07 Thread cloud-fan
Github user cloud-fan commented on the pull request:

https://github.com/apache/spark/pull/6697#issuecomment-109881591
  
If you try to write a regression test, you'll find this bug doesn't break 
anything... Actually we will handle this case in `WidenTypes` so it's safe to 
remove them. See https://github.com/apache/spark/pull/6698


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[GitHub] spark pull request: [SPARK-4233] [SQL] UDAF Interface Refactoring

2015-06-07 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/5542#issuecomment-109881409
  
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[GitHub] spark pull request: [SPARK-4233] [SQL] UDAF Interface Refactoring

2015-06-07 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/5542#issuecomment-109881408
  
  [Test build #34413 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/34413/console)
 for   PR 5542 at commit 
[`f0f907f`](https://github.com/apache/spark/commit/f0f907f4248f90d149986316e5197ef6c49576a9).
 * This patch **fails Scala style tests**.
 * This patch merges cleanly.
 * This patch adds no public classes.


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[GitHub] spark pull request: [SQL][minor] remove duplicated cases in `Decim...

2015-06-07 Thread cloud-fan
GitHub user cloud-fan opened a pull request:

https://github.com/apache/spark/pull/6698

[SQL][minor] remove duplicated cases in `DecimalPrecision`

We already have a rule to do type coercion for fixed decimal and unlimited 
decimal in `WidenTypes`, so we don't need to handle them in `DecimalPrecision`.

You can merge this pull request into a Git repository by running:

$ git pull https://github.com/cloud-fan/spark fix

Alternatively you can review and apply these changes as the patch at:

https://github.com/apache/spark/pull/6698.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

This closes #6698


commit 413ad4a3c6f07bde96142fa47090b6e131b19b2e
Author: Wenchen Fan 
Date:   2015-06-08T06:36:59Z

remove duplicated cases




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[GitHub] spark pull request: [SPARK-4233] [SQL] UDAF Interface Refactoring

2015-06-07 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/5542#issuecomment-109881285
  
  [Test build #34413 has 
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 for   PR 5542 at commit 
[`f0f907f`](https://github.com/apache/spark/commit/f0f907f4248f90d149986316e5197ef6c49576a9).


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[GitHub] spark pull request: [SPARK-4233] [SQL] UDAF Interface Refactoring

2015-06-07 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/5542#issuecomment-109881231
  
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[GitHub] spark pull request: [SPARK-4233] [SQL] UDAF Interface Refactoring

2015-06-07 Thread AmplabJenkins
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https://github.com/apache/spark/pull/5542#issuecomment-109881214
  
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[GitHub] spark pull request: [SPARK-8139] [SQL] Updates docs and comments o...

2015-06-07 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/6683#issuecomment-109881069
  
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[GitHub] spark pull request: [SPARK-8139] [SQL] Updates docs and comments o...

2015-06-07 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/6683#issuecomment-109881061
  
  [Test build #34408 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/34408/console)
 for   PR 6683 at commit 
[`9c168e2`](https://github.com/apache/spark/commit/9c168e23a6058ea509df2a5b2bf733985ee0bd30).
 * This patch **passes all tests**.
 * This patch merges cleanly.
 * This patch adds no public classes.


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[GitHub] spark pull request: [SPARK-8157] [SQL] should use expression.unapp...

2015-06-07 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/6697#issuecomment-109880840
  
  [Test build #34412 has 
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 for   PR 6697 at commit 
[`d56c97a`](https://github.com/apache/spark/commit/d56c97aab615b9ba7be0c99b36f27b90fad9687c).


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[GitHub] spark pull request: [SPARK-8157] [SQL] should use expression.unapp...

2015-06-07 Thread AmplabJenkins
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https://github.com/apache/spark/pull/6697#issuecomment-109880540
  
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[GitHub] spark pull request: [SPARK-8157] [SQL] should use expression.unapp...

2015-06-07 Thread AmplabJenkins
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https://github.com/apache/spark/pull/6697#issuecomment-109880579
  
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[GitHub] spark pull request: [SPARK-8157] [SQL] should use expression.unapp...

2015-06-07 Thread adrian-wang
GitHub user adrian-wang opened a pull request:

https://github.com/apache/spark/pull/6697

[SPARK-8157] [SQL] should use expression.unapply to match in 
HiveTypeCoercion

fix bug for #6405 

You can merge this pull request into a Git repository by running:

$ git pull https://github.com/adrian-wang/spark typebug

Alternatively you can review and apply these changes as the patch at:

https://github.com/apache/spark/pull/6697.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

This closes #6697


commit d56c97aab615b9ba7be0c99b36f27b90fad9687c
Author: Daoyuan Wang 
Date:   2015-06-08T06:30:43Z

fix bug for #6405




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[GitHub] spark pull request: [SPARK-8154][SQL] Remove Term/Code type aliase...

2015-06-07 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/6694#issuecomment-109879801
  
Merged build finished. Test FAILed.


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[GitHub] spark pull request: [SPARK-7939][SQL] Add conf to enable/disable p...

2015-06-07 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/6503#issuecomment-109879586
  
  [Test build #34411 has 
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 for   PR 6503 at commit 
[`3e90470`](https://github.com/apache/spark/commit/3e90470ac7e9058e497e829d0cd58b1fc5299e26).


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[GitHub] spark pull request: [SPARK-7939][SQL] Add conf to enable/disable p...

2015-06-07 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/6503#issuecomment-109879207
  
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[GitHub] spark pull request: [SPARK-7939][SQL] Add conf to enable/disable p...

2015-06-07 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/6503#issuecomment-109879193
  
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[GitHub] spark pull request: SPARK-8153 Add configuration for disabling par...

2015-06-07 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/6696#issuecomment-109879190
  
Can one of the admins verify this patch?


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[GitHub] spark pull request: SPARK-8153 Add configuration for disabling par...

2015-06-07 Thread navis
GitHub user navis opened a pull request:

https://github.com/apache/spark/pull/6696

SPARK-8153 Add configuration for disabling partial aggregation in runtime

Same thing with "hive.map.aggr.hash.min.reduction" in hive, which disables 
hash aggregation if it's not sufficiently decreasing the output size.

Added two configuration
- spark.sql.partial.aggregation.checkInterval
- spark.sql.partial.aggregation.minReduction

You can merge this pull request into a Git repository by running:

$ git pull https://github.com/navis/spark SPARK-8153

Alternatively you can review and apply these changes as the patch at:

https://github.com/apache/spark/pull/6696.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

This closes #6696


commit 388ea7a5e4f5ee3636a63da33ce6b6a5b7f486f9
Author: navis.ryu 
Date:   2015-06-08T01:32:42Z

SPARK-8153 Add configuration for disabling partial aggregation in runtime




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[GitHub] spark pull request: [SPARK-7952][SQL] use internal Decimal instead...

2015-06-07 Thread cloud-fan
Github user cloud-fan closed the pull request at:

https://github.com/apache/spark/pull/6574


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[GitHub] spark pull request: [SPARK-8118] [SQL] Mutes noisy Parquet log out...

2015-06-07 Thread liancheng
Github user liancheng closed the pull request at:

https://github.com/apache/spark/pull/6670


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[GitHub] spark pull request: [SPARK-8118] [SQL] Mutes noisy Parquet log out...

2015-06-07 Thread liancheng
Github user liancheng commented on the pull request:

https://github.com/apache/spark/pull/6670#issuecomment-109878410
  
Closing this manually.


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[GitHub] spark pull request: [DOC][TYPO] Fix typo in standalone deploy scri...

2015-06-07 Thread rxin
Github user rxin commented on the pull request:

https://github.com/apache/spark/pull/6691#issuecomment-109877933
  
Since this has been merged, @yijieshen can you close the pull request? I'm 
not sure why it is not closed automatically by github.


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[GitHub] spark pull request: [SPARK-8154][SQL] Remove Term/Code type aliase...

2015-06-07 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/6694#issuecomment-109876687
  
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[GitHub] spark pull request: [SPARK-8154][SQL] Remove Term/Code type aliase...

2015-06-07 Thread asfgit
Github user asfgit closed the pull request at:

https://github.com/apache/spark/pull/6694


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[GitHub] spark pull request: [SPARK-8149][SQL] Break ExpressionEvaluationSu...

2015-06-07 Thread asfgit
Github user asfgit closed the pull request at:

https://github.com/apache/spark/pull/6693


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[GitHub] spark pull request: [SPARK-8154][SQL] Remove Term/Code type aliase...

2015-06-07 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/6694#issuecomment-109876717
  
Merged build started.


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[GitHub] spark pull request: [SPARK-8154][SQL] Remove Term/Code type aliase...

2015-06-07 Thread rxin
Github user rxin commented on the pull request:

https://github.com/apache/spark/pull/6694#issuecomment-109876168
  
Jenkins, retest this please.


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[GitHub] spark pull request: [SPARK-7952][SQL] use internal Decimal instead...

2015-06-07 Thread rxin
Github user rxin commented on the pull request:

https://github.com/apache/spark/pull/6574#issuecomment-109876016
  
Please close this pull request also (since it's already been merged).

You can see the up-to-date merges here: 
https://git-wip-us.apache.org/repos/asf?p=spark.git


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[GitHub] spark pull request: [SPARK-7952][SQL] use internal Decimal instead...

2015-06-07 Thread rxin
Github user rxin commented on the pull request:

https://github.com/apache/spark/pull/6574#issuecomment-109875959
  
Can you submit a separate pull request? This patch has actually been merged 
already, but ASF's github sync is behind so it is not showing up here.


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[GitHub] spark pull request: [SPARK-8117] [SQL] Push codegen implementation...

2015-06-07 Thread rxin
Github user rxin commented on the pull request:

https://github.com/apache/spark/pull/6690#issuecomment-109875789
  
It's a problem of the test case that manifests from this.

We shouldn't use a double value in the place where we intend to have a 
float value. Let's be more careful with that in the future.


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[GitHub] spark pull request: [SPARK-8148] Do not use FloatType in partition...

2015-06-07 Thread rxin
Github user rxin commented on the pull request:

https://github.com/apache/spark/pull/6692#issuecomment-109875697
  
If it is persisted in the metastore, then inference is no longer used, 
isn't it?

And why would partition columns be stored in Parquet file metadata?


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[GitHub] spark pull request: [SPARK-8080][STREAMING] Receiver.store with It...

2015-06-07 Thread zsxwing
Github user zsxwing commented on the pull request:

https://github.com/apache/spark/pull/6614#issuecomment-109875293
  
I've no idea why it's screwed up. Feel free to open a new one.


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[GitHub] spark pull request: [SPARK-7939][SQL] Add conf to enable/disable p...

2015-06-07 Thread liancheng
Github user liancheng commented on the pull request:

https://github.com/apache/spark/pull/6503#issuecomment-109874676
  
This LGTM except for the default value of the added configuration. Also, 
would you mind to add this to the SQL programming guide? Thanks!


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[GitHub] spark pull request: [SPARK-8121] [SQL] Fixes InsertIntoHadoopFsRel...

2015-06-07 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/6669#issuecomment-109871870
  
Merged build finished. Test PASSed.


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[GitHub] spark pull request: [SPARK-8121] [SQL] Fixes InsertIntoHadoopFsRel...

2015-06-07 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/6669#issuecomment-109871842
  
  [Test build #34407 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/34407/console)
 for   PR 6669 at commit 
[`fce089c`](https://github.com/apache/spark/commit/fce089c73d1ed5e1c5f7549e1de0dac104769157).
 * This patch **passes all tests**.
 * This patch merges cleanly.
 * This patch adds the following public classes _(experimental)_:
  * `  logInfo(s"Using user defined output committer class $`
  * `  logInfo(s"Using output committer class $`



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[GitHub] spark pull request: [SPARK-2205][SPARK-7871][SQL]Advoid redundancy...

2015-06-07 Thread jeanlyn
Github user jeanlyn commented on the pull request:

https://github.com/apache/spark/pull/6682#issuecomment-109871137
  
@yhuai .Yes,the full outer join cases shuffled the null key to the same 
reducer in spark-sql ,and the hive plan generated like:
```sql
explain select a.value,b.value,c.value,d.value from
a full outer join b 
on a.key = b.key
full outer join c
on a.key = c.key
full outer join d
on a.key = d.key


STAGE PLANS:
  Stage: Stage-1
Map Reduce
  Map Operator Tree:
  TableScan
alias: a
Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column 
stats: NONE
Reduce Output Operator
  key expressions: key (type: string)
  sort order: +
  Map-reduce partition columns: key (type: string)
  Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column 
stats: NONE
  value expressions: value (type: string)
  TableScan
alias: b
Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column 
stats: NONE
Reduce Output Operator
  key expressions: key (type: string)
  sort order: +
  Map-reduce partition columns: key (type: string)
  Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column 
stats: NONE
  value expressions: value (type: string)
  TableScan
alias: c
Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column 
stats: NONE
Reduce Output Operator
  key expressions: key (type: string)
  sort order: +
  Map-reduce partition columns: key (type: string)
  Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column 
stats: NONE
  value expressions: value (type: string)
  TableScan
alias: d
Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column 
stats: NONE
Reduce Output Operator
  key expressions: key (type: string)
  sort order: +
  Map-reduce partition columns: key (type: string)
  Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column 
stats: NONE
  value expressions: value (type: string)
  Reduce Operator Tree:
Join Operator
  condition map:
   Outer Join 0 to 1
   Outer Join 0 to 2
   Outer Join 0 to 3
  keys:
0 key (type: string)
1 key (type: string)
2 key (type: string)
3 key (type: string)
  outputColumnNames: _col1, _col6, _col11, _col16
  Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column 
stats: NONE
  Select Operator
expressions: _col1 (type: string), _col6 (type: string), _col11 
(type: string), _col16 (type: string)
outputColumnNames: _col0, _col1, _col2, _col3
Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column 
stats: NONE
File Output Operator
  compressed: false
  Statistics: Num rows: 0 Data size: 0 Basic stats: NONE Column 
stats: NONE
  table:
  input format: org.apache.hadoop.mapred.TextInputFormat
  output format: 
org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat
  serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe

  Stage: Stage-0
Fetch Operator
  limit: -1
  Processor Tree:
ListSink
```
@chenghao-intel has a solution in #6413


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[GitHub] spark pull request: [SPARK-7939][SQL] Add conf to enable/disable p...

2015-06-07 Thread liancheng
Github user liancheng commented on a diff in the pull request:

https://github.com/apache/spark/pull/6503#discussion_r31887868
  
--- Diff: sql/core/src/main/scala/org/apache/spark/sql/SQLConf.scala ---
@@ -71,6 +71,9 @@ private[spark] object SQLConf {
   // Whether to perform partition discovery when loading external data 
sources.  Default to true.
   val PARTITION_DISCOVERY_ENABLED = 
"spark.sql.sources.partitionDiscovery.enabled"
 
+  // Whether to perform partition column type inference. Default to false.
+  val PARTITION_COLUMN_TYPE_INFERENCE = 
"spark.sql.sources.partitionColumnTypeInference.enabled"
--- End diff --

We probably want to set this to `true` to keep the default behavior 
backwards compatible with Spark 1.3.x.


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[GitHub] spark pull request: [SPARK-8148] Do not use FloatType in partition...

2015-06-07 Thread liancheng
Github user liancheng commented on the pull request:

https://github.com/apache/spark/pull/6692#issuecomment-109867230
  
I'm worrying about skipping `FloatType` (and possibly `IntegerType`) might 
break existing user code because the partition column data types gets changed. 
Especially when the inferred schema gets persisted in places like Parquet file 
metadata and metastore.


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[GitHub] spark pull request: [SPARK-8516][SQL]create table to specific data...

2015-06-07 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/6695#issuecomment-109866924
  
  [Test build #34409 has 
started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/34409/consoleFull)
 for   PR 6695 at commit 
[`3d19ad9`](https://github.com/apache/spark/commit/3d19ad9ad5885fa5cf7da0c733dca9152fb15655).


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[GitHub] spark pull request: [SPARK-8516][SQL]create table to specific data...

2015-06-07 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/6695#issuecomment-109865817
  
 Merged build triggered.


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[GitHub] spark pull request: [SPARK-8516][SQL]create table to specific data...

2015-06-07 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/6695#issuecomment-109865877
  
Merged build started.


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[GitHub] spark pull request: [SPARK-8117] [SQL] Push codegen implementation...

2015-06-07 Thread liancheng
Github user liancheng commented on the pull request:

https://github.com/apache/spark/pull/6690#issuecomment-109865812
  
@rxin The test failure was because this PR overrides `Literal.equals` which 
[uses `value.equals(o.value)`] [1]. A quick Scala REPL check:

```
scala> 1.5 == 1.5f
res2: Boolean = true

scala> 1.5.equals(1.5f)
res3: Boolean = false
```

[1]: 
https://github.com/apache/spark/pull/6690/files#diff-f52e4a77ff9291d86359d609a9757781R85


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[GitHub] spark pull request: [SPARK-8516][SQL]create table to specific data...

2015-06-07 Thread baishuo
GitHub user baishuo opened a pull request:

https://github.com/apache/spark/pull/6695

[SPARK-8516][SQL]create table to specific database by 'use dbname'

when i test the following code:
hiveContext.sql("""use testdb""")
val df = (1 to 3).map(i => (i, s"val_$i", i * 2)).toDF("a", "b", "c")
df.write
.format("parquet")
.mode(SaveMode.Overwrite)
.saveAsTable("ttt3")
hiveContext.sql("show TABLES in default")

found that the table ttt3 will be created under the database "default"


You can merge this pull request into a Git repository by running:

$ git pull https://github.com/baishuo/spark SPARK-8516-use-database

Alternatively you can review and apply these changes as the patch at:

https://github.com/apache/spark/pull/6695.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

This closes #6695


commit 3d19ad9ad5885fa5cf7da0c733dca9152fb15655
Author: baishuo 
Date:   2015-06-08T05:19:38Z

create table to specific database




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[GitHub] spark pull request: [SPARK-8010][SQL]Promote types to StringType a...

2015-06-07 Thread cloud-fan
Github user cloud-fan commented on a diff in the pull request:

https://github.com/apache/spark/pull/6551#discussion_r31887692
  
--- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/HiveTypeCoercion.scala
 ---
@@ -59,6 +59,32 @@ object HiveTypeCoercion {
   }
 
   /**
+   * Implicit promote the AtomicType to StringType if
+   * one of the data type in (dt1, dt2) is StringType, and the other is 
not either
+   * BooleanType or BinaryType, the TightestCommonType should be StringType
+   * eg: 1. CaseWhenLike  case when ... then dt1 else dt2 end
+   * 2. Coalesce(null, dt1, dt2)
+   */
+  private def promoteToStringType(t1: DataType, t2: DataType): 
Option[DataType] = (t1, t2) match {
--- End diff --

Here we don't care about the parameter names(i.e. `t1` and `t2`). Using 
functions, we can just write the partially applied function(i.e. `{case ...}`) 
and don't need to add `(t1, t2) match` before it.
However, it's not a big deal, using method is OK, but we should make it 
consistent with existing code. 


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[GitHub] spark pull request: [SPARK-8080][STREAMING] Receiver.store with It...

2015-06-07 Thread dibbhatt
Github user dibbhatt commented on the pull request:

https://github.com/apache/spark/pull/6614#issuecomment-109862250
  
@tdas @zsxwing , if this PR is screwed up , we can close this one and 
create a fresh one ? How to proceed further ?


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[GitHub] spark pull request: [SPARK-7952][SQL] use internal Decimal instead...

2015-06-07 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/6574#issuecomment-109862068
  
Merged build finished. Test PASSed.


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[GitHub] spark pull request: [SPARK-7952][SQL] use internal Decimal instead...

2015-06-07 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/6574#issuecomment-109862060
  
  [Test build #34406 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/34406/console)
 for   PR 6574 at commit 
[`d7b60c8`](https://github.com/apache/spark/commit/d7b60c897b3295c5fd96f06435552926ab289db9).
 * This patch **passes all tests**.
 * This patch merges cleanly.
 * This patch adds the following public classes _(experimental)_:
  * `  case class HasCachedBlocks(executorId: String) extends 
ToBlockManagerMaster`
  * `class KernelDensity(object):`



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[GitHub] spark pull request: [SPARK-8139] [SQL] Updates docs and comments o...

2015-06-07 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/6683#issuecomment-109857702
  
  [Test build #34408 has 
started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/34408/consoleFull)
 for   PR 6683 at commit 
[`9c168e2`](https://github.com/apache/spark/commit/9c168e23a6058ea509df2a5b2bf733985ee0bd30).


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[GitHub] spark pull request: [SPARK-8080][STREAMING] Receiver.store with It...

2015-06-07 Thread dibbhatt
Github user dibbhatt commented on the pull request:

https://github.com/apache/spark/pull/6614#issuecomment-109857699
  
hi @zsxwing ...No , I have made only commit for my changes . Not sure why 
it says 219 files changed. If you see the commits details , you can see only 
files related to this PR has changed. Just now I modified comments on a file to 
trigger the build once again. 

This 219 files changed came after I merged my repo from upstream/master to 
take your PR changes. And I merged only your changed with mine and committed 
those .

Below are the my changes since the merge...and I have not committed all 
these 219 files :(


https://github.com/dibbhatt/spark/commit/0892156a1f08e3092d924e57a77a871a4843b016

https://github.com/dibbhatt/spark/commit/c250fb5fb6a08d89b0aed05b5d3eec44b9991c01

https://github.com/apache/spark/commit/28225d58846e6c214fbc6f7e1ef09cda6b7cd94d



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[GitHub] spark pull request: [SPARK-8139] [SQL] Updates docs and comments o...

2015-06-07 Thread AmplabJenkins
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https://github.com/apache/spark/pull/6683#issuecomment-109857650
  
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[GitHub] spark pull request: [SPARK-8139] [SQL] Updates docs and comments o...

2015-06-07 Thread AmplabJenkins
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https://github.com/apache/spark/pull/6683#issuecomment-109857662
  
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[GitHub] spark pull request: [SPARK-8080][STREAMING] Receiver.store with It...

2015-06-07 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/6614#issuecomment-109857333
  
  [Test build #34403 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/34403/consoleFull)
 for   PR 6614 at commit 
[`28225d5`](https://github.com/apache/spark/commit/28225d58846e6c214fbc6f7e1ef09cda6b7cd94d).
 * This patch **fails Spark unit tests**.
 * This patch **does not merge cleanly**.
 * This patch adds no public classes.


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[GitHub] spark pull request: [SPARK-8080][STREAMING] Receiver.store with It...

2015-06-07 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/6614#issuecomment-109857368
  
Build finished. Test FAILed.


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[GitHub] spark pull request: [SPARK-7993] [SQL] Improved DataFrame.show() o...

2015-06-07 Thread akhilthatipamula
Github user akhilthatipamula commented on the pull request:

https://github.com/apache/spark/pull/6633#issuecomment-109855511
  
@rxin  I have put both functios inline. Can you check this?


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[GitHub] spark pull request: [SPARK-8154][SQL] Remove Term/Code type aliase...

2015-06-07 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/6694#issuecomment-109855357
  
  [Test build #890 has 
started](https://amplab.cs.berkeley.edu/jenkins/job/NewSparkPullRequestBuilder/890/consoleFull)
 for   PR 6694 at commit 
[`4e5056c`](https://github.com/apache/spark/commit/4e5056ccc2c668ec2c417876420215b876918de8).


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[GitHub] spark pull request: [SPARK-8154][SQL] Remove Term/Code type aliase...

2015-06-07 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/6694#issuecomment-109855254
  
  [Test build #34404 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/34404/console)
 for   PR 6694 at commit 
[`4e5056c`](https://github.com/apache/spark/commit/4e5056ccc2c668ec2c417876420215b876918de8).
 * This patch **fails PySpark unit tests**.
 * This patch merges cleanly.
 * This patch adds no public classes.


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[GitHub] spark pull request: [SPARK-8154][SQL] Remove Term/Code type aliase...

2015-06-07 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/6694#issuecomment-109855258
  
Merged build finished. Test FAILed.


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[GitHub] spark pull request: [SPARK-8010][SQL]Promote types to StringType a...

2015-06-07 Thread OopsOutOfMemory
Github user OopsOutOfMemory commented on a diff in the pull request:

https://github.com/apache/spark/pull/6551#discussion_r31886263
  
--- Diff: sql/core/src/test/scala/org/apache/spark/sql/SQLQuerySuite.scala 
---
@@ -39,6 +39,16 @@ class SQLQuerySuite extends QueryTest with 
BeforeAndAfterAll with SQLTestUtils {
   val sqlContext = TestSQLContext
   import sqlContext.implicits._
 
+  test("SPARK-8010: promote numeric to string") {
+val df = Seq((1, 1)).toDF("key", "value")
+df.registerTempTable("src")
+val queryCaseWhen = sql("select case when true then 1.0 else '1' end 
from src ")
+val queryCoalesce = sql("select coalesce(null, 1, '1') from src ")
--- End diff --

@yhuai, actually we often write querys by using udf in then value and else 
value, like below:
`select case when boolean then split(city_code, ',')[0] else -99 end from 
tablename `
Hive will implicit convert the case when expression value  to a string type 
since `split function` returns string type but `else value` is a integer.
Spark sql current will throw exceptions because the types of then value and 
else value is not convertible. 
Why we use `StringType` is because when do implicit conversion in 
AtomicType, almost every type meets `StringType` will be converted to 
`StringType` except `BinaryType` and `BooleanType`

You can refer the chart at the bottom of the page:
https://cwiki.apache.org/confluence/display/Hive/LanguageManual+Types


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[GitHub] spark pull request: [SPARK-8121] [SQL] Fixes InsertIntoHadoopFsRel...

2015-06-07 Thread yhuai
Github user yhuai commented on a diff in the pull request:

https://github.com/apache/spark/pull/6669#discussion_r31886183
  
--- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/sources/commands.scala ---
@@ -350,6 +356,7 @@ private[sql] abstract class BaseWriterContainer(
 }.getOrElse {
   // If output committer class is not set, we will use the one 
associated with the
   // file output format.
+  logInfo(s"Using output committer class 
${outputFormatClass.getCanonicalName}")
--- End diff --

Maybe we can get the instance of `outputCommitter` first and then log its 
class?
```
val outputCommitter = ...
logInfo(...)
outputCommitter
```


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[GitHub] spark pull request: [SPARK-8121] [SQL] Fixes InsertIntoHadoopFsRel...

2015-06-07 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/6669#issuecomment-109854037
  
  [Test build #34407 has 
started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/34407/consoleFull)
 for   PR 6669 at commit 
[`fce089c`](https://github.com/apache/spark/commit/fce089c73d1ed5e1c5f7549e1de0dac104769157).


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[GitHub] spark pull request: [SPARK-8121] [SQL] Fixes InsertIntoHadoopFsRel...

2015-06-07 Thread yhuai
Github user yhuai commented on a diff in the pull request:

https://github.com/apache/spark/pull/6669#discussion_r31886154
  
--- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/sources/commands.scala ---
@@ -350,6 +356,7 @@ private[sql] abstract class BaseWriterContainer(
 }.getOrElse {
   // If output committer class is not set, we will use the one 
associated with the
   // file output format.
+  logInfo(s"Using output committer class 
${outputFormatClass.getCanonicalName}")
--- End diff --

This one seems not right?


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[GitHub] spark pull request: [SPARK-8121] [SQL] Fixes InsertIntoHadoopFsRel...

2015-06-07 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/6669#issuecomment-109853442
  
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[GitHub] spark pull request: [SPARK-8121] [SQL] Fixes InsertIntoHadoopFsRel...

2015-06-07 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/6669#issuecomment-109853450
  
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[GitHub] spark pull request: [SPARK-8010][SQL]Promote types to StringType a...

2015-06-07 Thread OopsOutOfMemory
Github user OopsOutOfMemory commented on a diff in the pull request:

https://github.com/apache/spark/pull/6551#discussion_r31886041
  
--- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/HiveTypeCoercion.scala
 ---
@@ -59,6 +59,32 @@ object HiveTypeCoercion {
   }
 
   /**
+   * Implicit promote the AtomicType to StringType if
+   * one of the data type in (dt1, dt2) is StringType, and the other is 
not either
+   * BooleanType or BinaryType, the TightestCommonType should be StringType
+   * eg: 1. CaseWhenLike  case when ... then dt1 else dt2 end
+   * 2. Coalesce(null, dt1, dt2)
+   */
+  private def promoteToStringType(t1: DataType, t2: DataType): 
Option[DataType] = (t1, t2) match {
--- End diff --

@cloud-fan I'm sorry, I don't quite understand when to use a function or 
when to use a method. And what's the purpose here to use a function. 


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[GitHub] spark pull request: [SPARK-8010][SQL]Promote types to StringType a...

2015-06-07 Thread yhuai
Github user yhuai commented on a diff in the pull request:

https://github.com/apache/spark/pull/6551#discussion_r31885861
  
--- Diff: sql/core/src/test/scala/org/apache/spark/sql/SQLQuerySuite.scala 
---
@@ -39,6 +39,16 @@ class SQLQuerySuite extends QueryTest with 
BeforeAndAfterAll with SQLTestUtils {
   val sqlContext = TestSQLContext
   import sqlContext.implicits._
 
+  test("SPARK-8010: promote numeric to string") {
+val df = Seq((1, 1)).toDF("key", "value")
+df.registerTempTable("src")
+val queryCaseWhen = sql("select case when true then 1.0 else '1' end 
from src ")
+val queryCoalesce = sql("select coalesce(null, 1, '1') from src ")
--- End diff --

Looks like these two test queries are not really good examples. We can 
determine the data type at compile time since `coalesce` and `case when ...` at 
here basically represent a constant value. Actually, for these cases, why we 
use `StringType` as the data type? 


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[GitHub] spark pull request: [SPARK-8010][SQL]Promote types to StringType a...

2015-06-07 Thread cloud-fan
Github user cloud-fan commented on a diff in the pull request:

https://github.com/apache/spark/pull/6551#discussion_r31885774
  
--- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/HiveTypeCoercion.scala
 ---
@@ -59,6 +59,32 @@ object HiveTypeCoercion {
   }
 
   /**
+   * Implicit promote the AtomicType to StringType if
+   * one of the data type in (dt1, dt2) is StringType, and the other is 
not either
+   * BooleanType or BinaryType, the TightestCommonType should be StringType
+   * eg: 1. CaseWhenLike  case when ... then dt1 else dt2 end
+   * 2. Coalesce(null, dt1, dt2)
+   */
+  private def promoteToStringType(t1: DataType, t2: DataType): 
Option[DataType] = (t1, t2) match {
--- End diff --

cc @rxin , [findTightestCommonTypeOfTwo] 
(https://github.com/apache/spark/blob/master/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/HiveTypeCoercion.scala#L44)
 is a function and I think we should make them consistent...


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[GitHub] spark pull request: [SPARK-8100][UI]Make able to refer lost execut...

2015-06-07 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/6644#issuecomment-109849268
  
Merged build finished. Test FAILed.


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[GitHub] spark pull request: [SPARK-8080][STREAMING] Receiver.store with It...

2015-06-07 Thread zsxwing
Github user zsxwing commented on the pull request:

https://github.com/apache/spark/pull/6614#issuecomment-109849269
  
@dibbhatt did you modify any commit by accident, or is it a GitHub bug? 
There are 219 files changed and it still contains conflicts.


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[GitHub] spark pull request: [SPARK-8100][UI]Make able to refer lost execut...

2015-06-07 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/6644#issuecomment-109849265
  
  [Test build #34405 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/34405/console)
 for   PR 6644 at commit 
[`2ed0614`](https://github.com/apache/spark/commit/2ed06148fc47b251fb06a3557174ba2fa03de667).
 * This patch **fails MiMa tests**.
 * This patch merges cleanly.
 * This patch adds no public classes.


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[GitHub] spark pull request: [SPARK-7952][SQL] use internal Decimal instead...

2015-06-07 Thread cloud-fan
Github user cloud-fan commented on the pull request:

https://github.com/apache/spark/pull/6574#issuecomment-109848862
  
It's a mistake made in https://github.com/apache/spark/pull/6405, we should 
use `DecimalType.Expression` instead of `DecimalType.Fixed` to match 
expression. Sorry about it...


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[GitHub] spark pull request: [SPARK-7952][SQL] use internal Decimal instead...

2015-06-07 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/6574#issuecomment-109848787
  
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[GitHub] spark pull request: [SPARK-7952][SQL] use internal Decimal instead...

2015-06-07 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/6574#issuecomment-109848817
  
  [Test build #34406 has 
started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/34406/consoleFull)
 for   PR 6574 at commit 
[`d7b60c8`](https://github.com/apache/spark/commit/d7b60c897b3295c5fd96f06435552926ab289db9).


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[GitHub] spark pull request: [SPARK-7952][SQL] use internal Decimal instead...

2015-06-07 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/6574#issuecomment-109848780
  
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[GitHub] spark pull request: [SPARK-8100][UI]Make able to refer lost execut...

2015-06-07 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/6644#issuecomment-109848646
  
  [Test build #34405 has 
started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/34405/consoleFull)
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[GitHub] spark pull request: [SPARK-8100][UI]Make able to refer lost execut...

2015-06-07 Thread AmplabJenkins
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https://github.com/apache/spark/pull/6644#issuecomment-109848298
  
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[GitHub] spark pull request: [SPARK-8100][UI]Make able to refer lost execut...

2015-06-07 Thread AmplabJenkins
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https://github.com/apache/spark/pull/6644#issuecomment-109848291
  
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[GitHub] spark pull request: [SPARK-8124] [SPARKR] [WIP] Created more examp...

2015-06-07 Thread Emaasit
Github user Emaasit commented on the pull request:

https://github.com/apache/spark/pull/6668#issuecomment-109847221
  
@shivaram I wanted to provide two options for creating DataFrames. One 
where R users can convert their local dataframes into DataFrames and the second 
using the read.df(). 


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[GitHub] spark pull request: [SPARK-8100][UI]Make able to refer lost execut...

2015-06-07 Thread suyanNone
Github user suyanNone commented on a diff in the pull request:

https://github.com/apache/spark/pull/6644#discussion_r31885371
  
--- Diff: core/src/main/scala/org/apache/spark/ui/exec/ExecutorsPage.scala 
---
@@ -85,7 +88,7 @@ private[ui] class ExecutorsPage(
 
   
   {if (logsExist) Logs else 
Seq.empty}
-  {if (threadDumpEnabled) Thread 
Dump else Seq.empty}
--- End diff --

I not remove that actually, Because for the lost executor, it can't do 
dump, 
So I change that column head to "Status", for executor live, will show 
dump, for executor lost, will show a "Removed" status. 


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[GitHub] spark pull request: [SPARK-8154][SQL] Remove Term/Code type aliase...

2015-06-07 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/6694#issuecomment-109845092
  
  [Test build #34404 has 
started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/34404/consoleFull)
 for   PR 6694 at commit 
[`4e5056c`](https://github.com/apache/spark/commit/4e5056ccc2c668ec2c417876420215b876918de8).


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[GitHub] spark pull request: [SPARK-8154][SQL] Remove Term/Code type aliase...

2015-06-07 Thread davies
Github user davies commented on the pull request:

https://github.com/apache/spark/pull/6694#issuecomment-109845001
  
LGTM


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[GitHub] spark pull request: [SPARK-8154][SQL] Remove Term/Code type aliase...

2015-06-07 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/6694#issuecomment-109844953
  
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[GitHub] spark pull request: [SPARK-8154][SQL] Remove Term/Code type aliase...

2015-06-07 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/6694#issuecomment-109844957
  
Merged build started.


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[GitHub] spark pull request: [SPARK-8154][SQL] Remove Term/Code type aliase...

2015-06-07 Thread rxin
GitHub user rxin opened a pull request:

https://github.com/apache/spark/pull/6694

[SPARK-8154][SQL] Remove Term/Code type aliases in code generation.

From my perspective as a code reviewer, I find them more confusing than 
using String directly.


You can merge this pull request into a Git repository by running:

$ git pull https://github.com/rxin/spark SPARK-8154

Alternatively you can review and apply these changes as the patch at:

https://github.com/apache/spark/pull/6694.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

This closes #6694


commit f74be744d41586690e73ec57e5551c1fbabc1d6f
Author: Reynold Xin 
Date:   2015-06-08T01:45:24Z

[SPARK-8149][SQL] Break ExpressionEvaluationSuite down to multiple files

Also moved a few files in expressions package around to match test suites.

Author: Reynold Xin 

Closes #6693 from rxin/expr-refactoring and squashes the following commits:

857599f [Reynold Xin] Fixed style violation.
c0eb74b [Reynold Xin] Fixed compilation.
b3a40f8 [Reynold Xin] Refactored expression test suites.

commit 4e5056ccc2c668ec2c417876420215b876918de8
Author: Reynold Xin 
Date:   2015-06-08T02:55:07Z

[SPARK-8154][SQL] Remove Term/Code type aliases in code generation.




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[GitHub] spark pull request: [SPARK-8080][STREAMING] Receiver.store with It...

2015-06-07 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/6614#issuecomment-109838329
  
  [Test build #34403 has 
started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/34403/consoleFull)
 for   PR 6614 at commit 
[`28225d5`](https://github.com/apache/spark/commit/28225d58846e6c214fbc6f7e1ef09cda6b7cd94d).


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[GitHub] spark pull request: [SPARK-8080][STREAMING] Receiver.store with It...

2015-06-07 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/6614#issuecomment-109837948
  
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[GitHub] spark pull request: [SPARK-8080][STREAMING] Receiver.store with It...

2015-06-07 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/6614#issuecomment-109838025
  
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[GitHub] spark pull request: [SPARK-8124] [SPARKR] [WIP] Created more examp...

2015-06-07 Thread shivaram
Github user shivaram commented on a diff in the pull request:

https://github.com/apache/spark/pull/6668#discussion_r31884319
  
--- Diff: examples/src/main/r/2-data-manipulation.R ---
@@ -0,0 +1,62 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+
+source("1-data.R")
--- End diff --

I'm not sure the `source` will work correctly given the way we encourage 
users to run example programs. If you see the `Running examples` section at 
http://people.apache.org/~pwendell/spark-releases/latest/index.html you can see 
that we ask users to run example programs with something like 
`./bin/spark-submit examples/src/main/r/data-manipulation.R`. 

So I'd just recommend merging all the code into one file 
`data-manipulation.R` and then take in the CSV file name as a command line 
argument. 


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[GitHub] spark pull request: [SPARK-7160][SQL] Support converting DataFrame...

2015-06-07 Thread rayortigas
Github user rayortigas commented on the pull request:

https://github.com/apache/spark/pull/5713#issuecomment-109826915
  
Updated the PR after #6222 was merged...

1. 6c36abf was rebasing on cafd505, so still non-invasive.
2. 3711a3e92de5972492e40621861908bfc54afc85 was an attempt to more tightly 
integrate with cafd505.


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[GitHub] spark pull request: [SPARK-8124] [SPARKR] [WIP] Created more examp...

2015-06-07 Thread shivaram
Github user shivaram commented on a diff in the pull request:

https://github.com/apache/spark/pull/6668#discussion_r31884096
  
--- Diff: examples/src/main/r/2-data-manipulation.R ---
@@ -0,0 +1,62 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+
+source("1-data.R")
+
+
+# Install the magrittr pipeline operator
+install.packages("magrittr")
+library(magrittr)
+
+# Print the first 6 rows of the DataFrame
+showDF(flightsDF, numRows = 6) ## Or
+head(flightsDF)
+
+# Show the column names in the DataFrame
+columns(flightsDF)
+
+# Show the number of rows in the DataFrame
+count(flightsDF)
+
+# Show summary statistics for numeric colums
+Describe(flightsDF)
--- End diff --

This should be `describe` and not `Describe` ?


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[GitHub] spark pull request: [SPARK-8010][SQL]Promote types to StringType a...

2015-06-07 Thread rxin
Github user rxin commented on the pull request:

https://github.com/apache/spark/pull/6551#issuecomment-109826467
  
@cloud-fan and @yhuai can you both take another look at this? 


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[GitHub] spark pull request: [SPARK-8010][SQL]Promote types to StringType a...

2015-06-07 Thread rxin
Github user rxin commented on a diff in the pull request:

https://github.com/apache/spark/pull/6551#discussion_r31883982
  
--- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/HiveTypeCoercion.scala
 ---
@@ -59,6 +59,32 @@ object HiveTypeCoercion {
   }
 
   /**
+   * Implicit promote the AtomicType to StringType if
+   * one of the data type in (dt1, dt2) is StringType, and the other is 
not either
+   * BooleanType or BinaryType, the TightestCommonType should be StringType
+   * eg: 1. CaseWhenLike  case when ... then dt1 else dt2 end
+   * 2. Coalesce(null, dt1, dt2)
+   */
+  val promoteToStringTypeOfTwo: (DataType, DataType) => Option[DataType] = 
{
--- End diff --

and make it private


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[GitHub] spark pull request: [SPARK-8010][SQL]Promote types to StringType a...

2015-06-07 Thread rxin
Github user rxin commented on a diff in the pull request:

https://github.com/apache/spark/pull/6551#discussion_r31883980
  
--- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/HiveTypeCoercion.scala
 ---
@@ -59,6 +59,32 @@ object HiveTypeCoercion {
   }
 
   /**
+   * Implicit promote the AtomicType to StringType if
+   * one of the data type in (dt1, dt2) is StringType, and the other is 
not either
+   * BooleanType or BinaryType, the TightestCommonType should be StringType
+   * eg: 1. CaseWhenLike  case when ... then dt1 else dt2 end
+   * 2. Coalesce(null, dt1, dt2)
+   */
+  val promoteToStringTypeOfTwo: (DataType, DataType) => Option[DataType] = 
{
+case (t1: StringType, t2: AtomicType) if (t2 != BinaryType && t2 != 
BooleanType) =>
+Some(StringType)
+
+case (t1: AtomicType, t2: StringType) if (t1 != BinaryType && t1 != 
BooleanType) =>
+Some(StringType)
+
+case _ => None
+  }
+
+  private def findTightestCommonTypeAndTryPromoteToString(types: 
Seq[DataType]) = {
--- End diff --

can you declare the return type here?


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[GitHub] spark pull request: [SPARK-8010][SQL]Promote types to StringType a...

2015-06-07 Thread rxin
Github user rxin commented on a diff in the pull request:

https://github.com/apache/spark/pull/6551#discussion_r31883966
  
--- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/HiveTypeCoercion.scala
 ---
@@ -59,6 +59,32 @@ object HiveTypeCoercion {
   }
 
   /**
+   * Implicit promote the AtomicType to StringType if
+   * one of the data type in (dt1, dt2) is StringType, and the other is 
not either
+   * BooleanType or BinaryType, the TightestCommonType should be StringType
+   * eg: 1. CaseWhenLike  case when ... then dt1 else dt2 end
+   * 2. Coalesce(null, dt1, dt2)
+   */
+  val promoteToStringTypeOfTwo: (DataType, DataType) => Option[DataType] = 
{
--- End diff --

why not make this a function instead?


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[GitHub] spark pull request: [SPARK-7269] [SQL] [WIP] Refactor the class At...

2015-06-07 Thread chenghao-intel
Github user chenghao-intel commented on a diff in the pull request:

https://github.com/apache/spark/pull/6587#discussion_r31883893
  
--- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/trees/TreeNode.scala 
---
@@ -68,7 +68,7 @@ abstract class TreeNode[BaseType <: TreeNode[BaseType]] {
* generating case class `equals` methods
*/
   def fastEquals(other: TreeNode[_]): Boolean = {
-this.eq(other) || this == other
+this.eq(other)// || this == other
--- End diff --

I thought that also before I made this change, but I don't think that the 
strong reason we should stop this change.

For most of cases in the code, we returns the same references by 
well-design the `rules` for a `TreeNode` object, and if the code still keep 
creating the identical objects(`.equals` returns `true`) in its rule for every 
iteration, even unnecessary, can this be considered as a bug of the user code? 

I think it will be the responsibility for user code to decide whether 
`TreeNode` object substitutions should be taken (via creating new instance), as 
user code always knows when a object substitution needed, right? That's also 
give more freedom for user code to define the `.equals()` in a semantic way for 
`TreeNode` object.


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