[GitHub] spark pull request: [SPARK-14388][SQL][WIP] Implement CREATE TABLE

2016-04-08 Thread andrewor14
Github user andrewor14 commented on a diff in the pull request:

https://github.com/apache/spark/pull/12271#discussion_r59111479
  
--- Diff: 
sql/core/src/test/scala/org/apache/spark/sql/execution/command/DDLSuite.scala 
---
@@ -320,8 +320,6 @@ class DDLSuite extends QueryTest with SharedSQLContext 
with BeforeAndAfterEach {
 assertUnsupported("ALTER TABLE dbx.tab1 NOT STORED AS DIRECTORIES")
   }
 
-  // TODO: ADD a testcase for Drop Database in Restric when we can create 
tables in SQLContext
--- End diff --

this TODO comment is duplicated in line 197


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[GitHub] spark pull request: SPARK-9926: Parallelize partition logic in Uni...

2016-04-08 Thread rxin
Github user rxin commented on a diff in the pull request:

https://github.com/apache/spark/pull/11242#discussion_r59111476
  
--- Diff: core/src/main/scala/org/apache/spark/rdd/UnionRDD.scala ---
@@ -62,8 +62,14 @@ class UnionRDD[T: ClassTag](
 var rdds: Seq[RDD[T]])
   extends RDD[T](sc, Nil) {  // Nil since we implement getDependencies
 
+  // visible for testing
+  private[spark] val isPartitionEvalParallel: Boolean =
+rdds.length > conf.getInt("spark.rdd.parallelListingThreshold", 10)
+
   override def getPartitions: Array[Partition] = {
-val array = new Array[Partition](rdds.map(_.partitions.length).sum)
+val parRDDs = if (isPartitionEvalParallel) rdds.par else rdds
--- End diff --

just create a shared pool that can be used here.

no user code wouldn't necessarily slow down the operation. just imagine 
somebody running the following:

```scala
(1 to 1000).par.foreach(_ => Thread.sleep(1))
```

suddenly nobody can use union anymore.



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[GitHub] spark pull request: [SPARK-14388][SQL][WIP] Implement CREATE TABLE

2016-04-08 Thread andrewor14
Github user andrewor14 commented on a diff in the pull request:

https://github.com/apache/spark/pull/12271#discussion_r59111469
  
--- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/execution/command/ddl.scala ---
@@ -176,29 +176,6 @@ case class DescribeDatabase(
 }
 
 /**
- * A command that renames a table/view.
- *
- * The syntax of this command is:
- * {{{
- *ALTER TABLE table1 RENAME TO table2;
- *ALTER VIEW view1 RENAME TO view2;
- * }}}
- */
-case class AlterTableRename(
--- End diff --

moved to `tables.scala`. I just moved this one command for now to avoid 
inflating the diff too much.


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[GitHub] spark pull request: [SPARK-14388][SQL][WIP] Implement CREATE TABLE

2016-04-08 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/12271#issuecomment-207730021
  
**[Test build #55425 has 
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 for PR 12271 at commit 
[`5e0fe03`](https://github.com/apache/spark/commit/5e0fe03bfa655c6de854bc8adaa73186a17a0b0c).


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[GitHub] spark pull request: [SPARK-14388][SQL][WIP] Implement CREATE TABLE

2016-04-08 Thread andrewor14
GitHub user andrewor14 opened a pull request:

https://github.com/apache/spark/pull/12271

[SPARK-14388][SQL][WIP] Implement CREATE TABLE

## What changes were proposed in this pull request?

This patch implements the `CREATE TABLE` command using the 
`SessionCatalog`. Previously we handled only `CTAS` and `CREATE TABLE ... 
USING`. This requires us to refactor `CatalogTable` to accept various fields 
(e.g. bucket and skew columns) and pass them to Hive.

## How was this patch tested?

Tests will come in a future commit.

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

$ git pull https://github.com/andrewor14/spark create-table-ddl

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

https://github.com/apache/spark/pull/12271.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 #12271


commit 014c38e28e8f4545f926ef60ccb2ee4acae07b59
Author: Andrew Or 
Date:   2016-04-08T21:32:39Z

Parse various parts of the CREATE TABLE command

We need to reconcile the differences between what's added here in
SparkSqlParser and HiveSqlParser. That will come in the next
commit.

This currently still fails tests, obviously because create table
is not implemented yet!

commit 15bb3b6c76e61d708538bee5d797981689ab6a8f
Author: Andrew Or 
Date:   2016-04-01T21:20:37Z

Refactor CatalogTable column semantics

Before: CatalogTable has schema, partitionColumns and sortColumns.
There are no constraints between the 3. However, Hive will
complain if schema and partitionColumns overlap.

After: CatalogTable has schema, partitionColumnNames,
sortColumnNames, bucketColumnNames and skewColumnNames. All the
columns must be a subset of schema. This means splitting up
schema into (schema, partitionCols) before passing it to Hive.

This allows us to store the columns more uniformly. Otherwise
partition columns would be the odd one out. This commit also
fixes "alter table bucketing", which was incorrectly using
partition columns as bucket columns.

commit b6b4d293c2efeb537110ef56fa9ffdcad90c9bb0
Author: Andrew Or 
Date:   2016-04-09T00:53:18Z

Implement CREATE TABLE in Hive parser

This involves reverting part of the changes in an earlier commit,
where we tried to implement the parsing logic in the general SQL
parser and introduced a bunch of case classes that we won't end
up using.

As of this commit the actual CREATE TABLE logic is not there yet.
It will come in a future commit.

commit 5e0fe03bfa655c6de854bc8adaa73186a17a0b0c
Author: Andrew Or 
Date:   2016-04-09T06:52:20Z

Implement it




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[GitHub] spark pull request: [SPARK-14482][SQL] Change default Parquet code...

2016-04-08 Thread asfgit
Github user asfgit closed the pull request at:

https://github.com/apache/spark/pull/12256


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[GitHub] spark pull request: [SPARK-14451][SQL] Move encoder definition int...

2016-04-08 Thread rxin
Github user rxin commented on a diff in the pull request:

https://github.com/apache/spark/pull/12231#discussion_r59111429
  
--- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/execution/aggregate/typedaggregators.scala
 ---
@@ -27,28 +27,20 @@ import org.apache.spark.sql.expressions.Aggregator
 

 
 
-class TypedSum[IN, OUT : Numeric](f: IN => OUT) extends Aggregator[IN, 
OUT, OUT] {
-  val numeric = implicitly[Numeric[OUT]]
-  override def zero: OUT = numeric.zero
-  override def reduce(b: OUT, a: IN): OUT = numeric.plus(b, f(a))
-  override def merge(b1: OUT, b2: OUT): OUT = numeric.plus(b1, b2)
-  override def finish(reduction: OUT): OUT = reduction
-
-  // TODO(ekl) java api support once this is exposed in scala
-}
-
-
 class TypedSumDouble[IN](f: IN => Double) extends Aggregator[IN, Double, 
Double] {
   override def zero: Double = 0.0
   override def reduce(b: Double, a: IN): Double = b + f(a)
   override def merge(b1: Double, b2: Double): Double = b1 + b2
   override def finish(reduction: Double): Double = reduction
 
+  override def bufferEncoder: Encoder[Double] = ExpressionEncoder[Double]()
--- End diff --

this is internal, so it is not that bad to use the internal api.



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[GitHub] spark pull request: [SPARK-14451][SQL] Move encoder definition int...

2016-04-08 Thread rxin
Github user rxin commented on the pull request:

https://github.com/apache/spark/pull/12231#issuecomment-207729726
  
Merging in master. Thanks!


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[GitHub] spark pull request: [SPARK-14482][SQL] Change default Parquet code...

2016-04-08 Thread rxin
Github user rxin commented on the pull request:

https://github.com/apache/spark/pull/12256#issuecomment-207729416
  
Merging in master.



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[GitHub] spark pull request: [SPARK-14480][SQL] Simplify CSV parsing proces...

2016-04-08 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/12268#issuecomment-207729065
  
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[GitHub] spark pull request: [SPARK-14480][SQL] Simplify CSV parsing proces...

2016-04-08 Thread AmplabJenkins
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https://github.com/apache/spark/pull/12268#issuecomment-207729067
  
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[GitHub] spark pull request: [SPARK-14480][SQL] Simplify CSV parsing proces...

2016-04-08 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/12268#issuecomment-207729042
  
**[Test build #55420 has 
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 * This patch **fails Spark unit tests**.
 * This patch merges cleanly.
 * This patch adds no public classes.


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[GitHub] spark pull request: [SPARK-14372] [SQL] : Dataset.randomSplit() ne...

2016-04-08 Thread srowen
Github user srowen commented on the pull request:

https://github.com/apache/spark/pull/12184#issuecomment-207725605
  
Looks pretty good to me.


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[GitHub] spark pull request: [SPARK-14362] [SPARK-14406] [SQL] DDL Native S...

2016-04-08 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/12146#issuecomment-207724257
  
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[GitHub] spark pull request: [SPARK-14419] [SQL] Improve HashedRelation for...

2016-04-08 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/12190#issuecomment-207716800
  
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[GitHub] spark pull request: [SPARK-14419] [SQL] Improve HashedRelation for...

2016-04-08 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/12190#issuecomment-207715638
  
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 * This patch **fails Scala style tests**.
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 * This patch adds no public classes.


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[GitHub] spark pull request: [SPARK-14419] [SQL] Improve HashedRelation for...

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[GitHub] spark pull request: [SPARK-14419] [SQL] Improve HashedRelation for...

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[GitHub] spark pull request: [SPARK-14419] [SQL] Improve HashedRelation for...

2016-04-08 Thread SparkQA
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[GitHub] spark pull request: [SPARK-14419] [SQL] Improve HashedRelation for...

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[GitHub] spark pull request: [SPARK-14419] [SQL] Improve HashedRelation for...

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[GitHub] spark pull request: [SPARK-14419] [SQL] Improve HashedRelation for...

2016-04-08 Thread SparkQA
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https://github.com/apache/spark/pull/12190#issuecomment-207714621
  
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[GitHub] spark pull request: [SPARK-14480][SQL] Simplify CSV parsing proces...

2016-04-08 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/12268#issuecomment-207714578
  
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[GitHub] spark pull request: [SPARK-14419] [SQL] Improve HashedRelation for...

2016-04-08 Thread SparkQA
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[GitHub] spark pull request: [SPARK-14480][SQL] Simplify CSV parsing proces...

2016-04-08 Thread HyukjinKwon
Github user HyukjinKwon commented on the pull request:

https://github.com/apache/spark/pull/12268#issuecomment-207714445
  
retest this please


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[GitHub] spark pull request: [SPARK-14481] [SQL] Issue Exceptions for All U...

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[GitHub] spark pull request: [SPARK-14481] [SQL] Issue Exceptions for All U...

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[GitHub] spark pull request: [SPARK-14481] [SQL] Issue Exceptions for All U...

2016-04-08 Thread SparkQA
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[GitHub] spark pull request: [SPARK-14362] [SPARK-14406] [SQL] DDL Native S...

2016-04-08 Thread gatorsmile
Github user gatorsmile commented on the pull request:

https://github.com/apache/spark/pull/12146#issuecomment-207709045
  
Actually, when we drop the external table, we do delete the data.

If we do not want to delete the data, we need to change the following value 
from `true` to `false`, which is the @param `deleteData` (i.e., deletes the 
underlying data along with metadata)

https://github.com/apache/spark/blob/master/sql/hive/src/main/scala/org/apache/spark/sql/hive/client/HiveClientImpl.scala#L345


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[GitHub] spark pull request: [SPARK-14462][ML][MLLIB] add the mllib-local b...

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[GitHub] spark pull request: [SPARK-14462][ML][MLLIB] add the mllib-local b...

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[GitHub] spark pull request: [SPARK-14462][ML][MLLIB] add the mllib-local b...

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[GitHub] spark pull request: [SPARK-14504] Enable Oracle docker tests

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[GitHub] spark pull request: [SPARK-14504] Enable Oracle docker tests

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[GitHub] spark pull request: [SPARK-14504] Enable Oracle docker tests

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[GitHub] spark pull request: [SPARK-13419] Update SubquerySuite to use chec...

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[GitHub] spark pull request: [SPARK-14462][ML][MLLIB] add the mllib-local b...

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[GitHub] spark pull request: [SPARK-13419] Update SubquerySuite to use chec...

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[GitHub] spark pull request: [SPARK-13419] Update SubquerySuite to use chec...

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[GitHub] spark pull request: [SPARK-14480][SQL] Simplify CSV parsing proces...

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[GitHub] spark pull request: [SPARK-14480][SQL] Simplify CSV parsing proces...

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[GitHub] spark pull request: [SPARK-14480][SQL] Simplify CSV parsing proces...

2016-04-08 Thread SparkQA
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https://github.com/apache/spark/pull/12268#issuecomment-207706375
  
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[GitHub] spark pull request: [SPARK-14504] Enable Oracle docker tests

2016-04-08 Thread lresende
Github user lresende commented on the pull request:

https://github.com/apache/spark/pull/12270#issuecomment-207706296
  
This PR is dependent on PR #9893



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[GitHub] spark pull request: [SPARK-14504] Enable Oracle docker tests

2016-04-08 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/12270#issuecomment-207706281
  
**[Test build #55419 has 
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[GitHub] spark pull request: [SPARK-14504] Enable Oracle docker tests

2016-04-08 Thread lresende
GitHub user lresende opened a pull request:

https://github.com/apache/spark/pull/12270

[SPARK-14504] Enable Oracle docker tests

## What changes were proposed in this pull request?

Enable Oracle docker tests

## How was this patch tested?

Existing tests

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

$ git pull https://github.com/lresende/spark oracle

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

https://github.com/apache/spark/pull/12270.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 #12270


commit 1e3fcfee232e19f18e2155b85639207ba176ad8a
Author: Luciano Resende 
Date:   2015-11-22T16:09:09Z

[SPARK-10521][SQL] Utilize Docker for test DB2 JDBS Dialect support

commit 97957529acb5ed7c3fd104ef9a622026e5069f4f
Author: Luciano Resende 
Date:   2015-12-04T01:16:53Z

[SPARK-10521] Update valid DB2 data types in test

commit a7bade9b188a86007d351c18335ca0215f6be4ac
Author: Luciano Resende 
Date:   2015-12-08T01:30:15Z

[SPARK-10521] Add required parameters to start DB2 Docker Image

commit 95e15bf52591aec297a90fe4b83bf6ddd3823d25
Author: Luciano Resende 
Date:   2015-12-16T22:58:00Z

[SPARK-10521] Add DB2 dependencies to pom.xml

The pom.xml was also updated with instructions on
how to install the drivers on a local repository
or directly into your own local cached maven.

commit 844efd2eb7b7793c0007b420375e501670ddc0e0
Author: Luciano Resende 
Date:   2016-01-18T00:13:31Z

[SPARK-10521] Change password for db2inst user

Follow same password pattern as other db dialects to avoid
warning about password containing parts of the username

commit b5993f1cd4aad055c339f250e15f82ee023ee47f
Author: Luciano Resende 
Date:   2016-01-18T00:19:19Z

[SPARK-10521] Enable optional startup process configuration

commit 8d9ee233ee6e9fb77e9d4f4a0884da623b753d41
Author: Luciano Resende 
Date:   2016-01-18T04:08:46Z

[SPARK-10521] Update DB2 docker image used for test

DB2 requires a DB to be created via DB2 tools before
a JDBC connectiion can be established

commit a8837bbbd7ceefe83ed8d34bd02a3b024266cfe2
Author: Luciano Resende 
Date:   2016-01-28T01:19:07Z

[SPARK-10521] Fix scala style issues

commit 2452aa3e9db15822b0bd06f102f93634cbfb3516
Author: Luciano Resende 
Date:   2016-01-28T01:19:44Z

[SPARK-10521] Add DB2 repository

commit ac3a2eeddc99cc6fe370ecfdf00743adb0b2fd42
Author: Luciano Resende 
Date:   2016-03-06T05:14:34Z

[SPARK-10521] Update OracleIntegrationSuite with startup process name

commit 70ded1e6a271a1dfc2b2ceb5a9f4b8340915819a
Author: Luciano Resende 
Date:   2016-03-17T19:00:37Z

[SPARK-10521] Refactor DB2 docker based tests to new project location

commit b9bf63518c249f45f6cbf9c6e06871ade2b5b355
Author: Luciano Resende 
Date:   2016-03-23T21:59:05Z

[SPARK-10521] Utilize ipcMode to avoid shared memory issues with DB2

Upgrade docker-client to latest version that has support for passing
ipcMode configuration to docker which will fix DB2 shared memory issues.

commit 9c872862afd1ada303dbbffdc09692b35a999b64
Author: Luciano Resende 
Date:   2016-03-25T00:23:16Z

[SPARK-10521] Ignore test due to unsupported kernel version in build machine

The AMPLab jenkins slaves are not using the recommended level
of Linux kernel and this is causing issues trying to use shared
memory thus failing to start DB2 server

commit 31e1d8b5e99a477dcc2e63fa2e192650c2d3680d
Author: Luciano Resende 
Date:   2016-04-09T01:23:58Z

[SPARK-10521] Fix scala style issue

commit 9f65ab332370371abc32f81c3b240f9f93e00f0c
Author: Luciano Resende 
Date:   2016-04-09T04:24:38Z

[SPARK-14504] Enable Oracle docker tests




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[GitHub] spark pull request: [SPARK-13600] [MLlib] Use approxQuantile from ...

2016-04-08 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/11553#issuecomment-207704973
  
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[GitHub] spark pull request: [SPARK-13600] [MLlib] Use approxQuantile from ...

2016-04-08 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/11553#issuecomment-207704960
  
**[Test build #55418 has 
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 for PR 11553 at commit 
[`5196c2d`](https://github.com/apache/spark/commit/5196c2d0402da946c40bb6b1d320f2cf771bea24).
 * This patch **fails Scala style tests**.
 * This patch merges cleanly.
 * This patch adds no public classes.


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[GitHub] spark pull request: [SPARK-13600] [MLlib] Use approxQuantile from ...

2016-04-08 Thread AmplabJenkins
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[GitHub] spark pull request: [SPARK-13600] [MLlib] Use approxQuantile from ...

2016-04-08 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/11553#issuecomment-207704521
  
**[Test build #55418 has 
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 for PR 11553 at commit 
[`5196c2d`](https://github.com/apache/spark/commit/5196c2d0402da946c40bb6b1d320f2cf771bea24).


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[GitHub] spark pull request: [SPARK-10521][SQL] Utilize Docker for test DB2...

2016-04-08 Thread lresende
Github user lresende commented on the pull request:

https://github.com/apache/spark/pull/9893#issuecomment-207697108
  
@JoshRosen All good, style regression fixed, all tests passing.


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[GitHub] spark pull request: [SPARK-13419] Update SubquerySuite to use chec...

2016-04-08 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/12269#issuecomment-207695691
  
**[Test build #55416 has 
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 for PR 12269 at commit 
[`d0652c9`](https://github.com/apache/spark/commit/d0652c93560700ed86b7bf827a0f97aab3886176).


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[GitHub] spark pull request: [SPARK-14481] [SQL] Issue Exceptions for All U...

2016-04-08 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/12255#issuecomment-207695693
  
**[Test build #55417 has 
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[`2440869`](https://github.com/apache/spark/commit/244086916ff95aa2b324ea19a044f773ef696431).


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[GitHub] spark pull request: [SPARK-13419] Update SubquerySuite to use chec...

2016-04-08 Thread lresende
GitHub user lresende opened a pull request:

https://github.com/apache/spark/pull/12269

[SPARK-13419] Update SubquerySuite to use checkAnswer to validate res…

## What changes were proposed in this pull request?

Change SubquerySuite to validate test results utilizing checkAnswer helper 
method

## How was this patch tested?

Existing tests

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

$ git pull https://github.com/lresende/spark SPARK-13419

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

https://github.com/apache/spark/pull/12269.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 #12269


commit d0652c93560700ed86b7bf827a0f97aab3886176
Author: Luciano Resende 
Date:   2016-04-09T03:39:59Z

[SPARK-13419] Update SubquerySuite to use checkAnswer to validate results




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[GitHub] spark pull request: [SPARK-14481] [SQL] Issue Exceptions for All U...

2016-04-08 Thread gatorsmile
Github user gatorsmile commented on a diff in the pull request:

https://github.com/apache/spark/pull/12255#discussion_r59109752
  
--- Diff: 
sql/hive/src/main/scala/org/apache/spark/sql/hive/execution/HiveSqlParser.scala 
---
@@ -370,7 +373,8 @@ class HiveSqlAstBuilder extends SparkSqlAstBuilder {
   ctx: TableFileFormatContext): CatalogStorageFormat = withOrigin(ctx) 
{
 import ctx._
 if (inDriver != null || outDriver != null) {
-  logWarning("INPUTDRIVER ... OUTPUTDRIVER ... clauses are ignored.")
--- End diff --

I will also change it to `Operation not allowed:`


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[GitHub] spark pull request: [SPARK-14480][SQL] Simplify CSV parsing proces...

2016-04-08 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/12268#issuecomment-207694215
  
**[Test build #55415 has 
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 for PR 12268 at commit 
[`b5a9669`](https://github.com/apache/spark/commit/b5a966962845011d6d56bb45d704d83eb5e06e38).


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[GitHub] spark pull request: [SPARK-14480][SQL] Simplify CSV parsing proces...

2016-04-08 Thread HyukjinKwon
Github user HyukjinKwon commented on the pull request:

https://github.com/apache/spark/pull/12268#issuecomment-207694169
  
cc @rxin 


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[GitHub] spark pull request: [SPARK-14480][SQL] Simplify CSV parsing proces...

2016-04-08 Thread HyukjinKwon
Github user HyukjinKwon commented on the pull request:

https://github.com/apache/spark/pull/12268#issuecomment-207694129
  
I have two things to note.
- It looks `buildInternalScan()` is not called but just remaining. Just in 
case I did not remove this and tested this. 
- It looks the changes are a lot but the logics and filtering are not 
changed much except that it uses `Iterator` instead of `Reader`.
- Performance was tested with this patch. This can be found in 
https://issues.apache.org/jira/browse/SPARK-14480.


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[GitHub] spark pull request: [SPARK-14480][SQL] Simplify CSV parsing proces...

2016-04-08 Thread HyukjinKwon
GitHub user HyukjinKwon opened a pull request:

https://github.com/apache/spark/pull/12268

[SPARK-14480][SQL] Simplify CSV parsing process with a better performance

## What changes were proposed in this pull request?

https://issues.apache.org/jira/browse/SPARK-14480

In `CSVParser.scala`, there is an `Reader` wrapping `Iterator` but there 
are two problems by this.

Firstly, it was actually not faster than processing line by line with 
Iterator due to additional logics to wrap `Iterator` to `Reader`.

Secondly, this brought a bit of complexity because it needs additional 
logics to allow every line to be read bytes by bytes. So, it was pretty 
difficult to figure out issues about parsing, (eg. SPARK-14103).

This PR removes classes `CSVParser` and introduces new classes 
`UnivocityParser`, `UnivocityGenerator` and `CSVUtils` to be consistent with 
JSON data source (`JacksonParser`, `JacksonGenerator` and `JacksonUtils`). 
Also, `DefaultSource` moves to `CSVRelation` just like `JSONRelation`.

To cut in short, this PR includes two changes,

- Parse CSV data with `Iterator` not `Reader`.
- Refactor CSV data source to be consistent with JSON data source.

## How was this patch tested?

Existing tests should cover this.


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

$ git pull https://github.com/HyukjinKwon/spark SPARK-14480

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

https://github.com/apache/spark/pull/12268.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 #12268


commit 0eff7e7ccf9c8298f0969b28e87532b70ddafc2e
Author: hyukjinkwon 
Date:   2016-04-09T03:27:13Z

Simplify CSV parsing process with a better performance

commit b5a966962845011d6d56bb45d704d83eb5e06e38
Author: hyukjinkwon 
Date:   2016-04-09T03:36:17Z

Remove unintentionally added test codes




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[GitHub] spark pull request: [SPARK-10521][SQL] Utilize Docker for test DB2...

2016-04-08 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9893#issuecomment-207693639
  
Test PASSed.
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[GitHub] spark pull request: [SPARK-10521][SQL] Utilize Docker for test DB2...

2016-04-08 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9893#issuecomment-207693638
  
Merged build finished. Test PASSed.


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[GitHub] spark pull request: [SPARK-10521][SQL] Utilize Docker for test DB2...

2016-04-08 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9893#issuecomment-207693594
  
**[Test build #55411 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/55411/consoleFull)**
 for PR 9893 at commit 
[`31e1d8b`](https://github.com/apache/spark/commit/31e1d8b5e99a477dcc2e63fa2e192650c2d3680d).
 * This patch passes all tests.
 * This patch merges cleanly.
 * This patch adds no public classes.


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[GitHub] spark pull request: [SPARK-14481] [SQL] Issue Exceptions for All U...

2016-04-08 Thread gatorsmile
Github user gatorsmile commented on a diff in the pull request:

https://github.com/apache/spark/pull/12255#discussion_r59109505
  
--- Diff: 
sql/hive/src/main/scala/org/apache/spark/sql/hive/execution/HiveSqlParser.scala 
---
@@ -162,14 +162,16 @@ class HiveSqlAstBuilder extends SparkSqlAstBuilder {
 
   // Unsupported clauses.
   if (temp) {
-logWarning("TEMPORARY clause is ignored.")
+throw new ParseException(s"Unsupported operation: TEMPORARY 
clause.", ctx)
   }
   if (ctx.bucketSpec != null) {
 // TODO add this - we need cluster columns in the CatalogTable for 
this to work.
-logWarning("CLUSTERED BY ... [ORDERED BY ...] INTO ... BUCKETS 
clause is ignored.")
+throw new ParseException("Unsupported operation: " +
+  "CLUSTERED BY ... [ORDERED BY ...] INTO ... BUCKETS clause.", 
ctx)
--- End diff --

I see. Thank you for letting me know it.


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[GitHub] spark pull request: [SPARK-14481] [SQL] Issue Exceptions for All U...

2016-04-08 Thread gatorsmile
Github user gatorsmile commented on a diff in the pull request:

https://github.com/apache/spark/pull/12255#discussion_r59109484
  
--- Diff: 
sql/hive/src/main/scala/org/apache/spark/sql/hive/execution/HiveSqlParser.scala 
---
@@ -370,7 +373,8 @@ class HiveSqlAstBuilder extends SparkSqlAstBuilder {
   ctx: TableFileFormatContext): CatalogStorageFormat = withOrigin(ctx) 
{
 import ctx._
 if (inDriver != null || outDriver != null) {
-  logWarning("INPUTDRIVER ... OUTPUTDRIVER ... clauses are ignored.")
--- End diff --

https://issues.apache.org/jira/browse/HIVE-1546 I checked the discussion. 
Based on what Carl Steinbach and Ashutosh Chauhan said, 
> Hive doesnt care about INPUTDRIVER and OUTPUTDRIVER

I also searched the code base of hive master. They are not used. Not sure 
if we should completely delete them? or keep issuing the exceptions. Thanks! 


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[GitHub] spark pull request: [SPARK-14498][ML][PYTHON][SQL] Many cleanups t...

2016-04-08 Thread asfgit
Github user asfgit closed the pull request at:

https://github.com/apache/spark/pull/12266


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[GitHub] spark pull request: [SPARK-14498][ML][PYTHON][SQL] Many cleanups t...

2016-04-08 Thread dbtsai
Github user dbtsai commented on the pull request:

https://github.com/apache/spark/pull/12266#issuecomment-207692381
  
Thanks. Merged into master.


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[GitHub] spark pull request: [SPARK-14455][Streaming] Fix NPE in allocatedE...

2016-04-08 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/12236#issuecomment-207691107
  
Merged build finished. Test PASSed.


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[GitHub] spark pull request: [SPARK-14455][Streaming] Fix NPE in allocatedE...

2016-04-08 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/12236#issuecomment-207690851
  
**[Test build #55412 has 
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 for PR 12236 at commit 
[`4440605`](https://github.com/apache/spark/commit/4440605c9e0b73968f29e305fb95e00bb54151ee).
 * This patch passes all tests.
 * This patch merges cleanly.
 * This patch adds no public classes.


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[GitHub] spark pull request: [SPARK-14455][Streaming] Fix NPE in allocatedE...

2016-04-08 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/12236#issuecomment-207691109
  
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[GitHub] spark pull request: [SPARK-14462][ML][MLLIB] add the mllib-local b...

2016-04-08 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/12241#issuecomment-207690112
  
**[Test build #55414 has 
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[GitHub] spark pull request: [SPARK-14462][ML][MLLIB] add the mllib-local b...

2016-04-08 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/12241#issuecomment-207689839
  
**[Test build #55413 has 
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[GitHub] spark pull request: [SPARK-13597][PySpark][ML] Python API for Gene...

2016-04-08 Thread vectorijk
Github user vectorijk commented on the pull request:

https://github.com/apache/spark/pull/11468#issuecomment-207689752
  
@yanboliang Thanks! I have addressed your comments.


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[GitHub] spark pull request: [SPARK-14354][SQL] Let Expand take name expres...

2016-04-08 Thread cloud-fan
Github user cloud-fan commented on the pull request:

https://github.com/apache/spark/pull/12138#issuecomment-207689521
  
If my understanding is right, the problem is: when child output 
changes(e.g. making them null when doing a roll up), the output of `Expand` 
can't reflect it.  I have a simpler idea, when set the output for `Expand`, use 
a placeholder to reference to a child column, and define a `output` method in 
`Expand` that replace the placeholder with child attribute. How about it?


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[GitHub] spark pull request: [SPARK-14354][SQL] Let Expand take name expres...

2016-04-08 Thread cloud-fan
Github user cloud-fan commented on a diff in the pull request:

https://github.com/apache/spark/pull/12138#discussion_r59109073
  
--- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/basicOperators.scala
 ---
@@ -512,24 +512,35 @@ private[sql] object Expand {
  * a input row.
  *
  * @param projections to apply
- * @param output of all projections.
  * @param child operator.
  */
 case class Expand(
-projections: Seq[Seq[Expression]],
-output: Seq[Attribute],
+projections: Seq[Seq[NamedExpression]],
 child: LogicalPlan) extends UnaryNode {
+  override def output: Seq[Attribute] = {
+// Take the first projection as output
+val preOutput = projections.head.map(_.toAttribute)
--- End diff --

This seems a waste that we make all projections `Seq[NamedExpression]`, but 
only use the first one to produce attribute.


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[GitHub] spark pull request: [SPARK-14481] [SQL] Issue Exceptions for All U...

2016-04-08 Thread yhuai
Github user yhuai commented on a diff in the pull request:

https://github.com/apache/spark/pull/12255#discussion_r59109029
  
--- Diff: 
sql/hive/src/test/scala/org/apache/spark/sql/hive/execution/HiveCommandSuite.scala
 ---
@@ -26,7 +26,7 @@ class HiveCommandSuite extends QueryTest with 
SQLTestUtils with TestHiveSingleto
 super.beforeAll()
 sql(
   """
-|CREATE EXTERNAL TABLE parquet_tab1 (c1 INT, c2 STRING)
--- End diff --

oh, right. I did not notice the USING part.


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[GitHub] spark pull request: [SPARK-14481] [SQL] Issue Exceptions for All U...

2016-04-08 Thread gatorsmile
Github user gatorsmile commented on a diff in the pull request:

https://github.com/apache/spark/pull/12255#discussion_r59108991
  
--- Diff: 
sql/hive/src/test/scala/org/apache/spark/sql/hive/execution/HiveCommandSuite.scala
 ---
@@ -26,7 +26,7 @@ class HiveCommandSuite extends QueryTest with 
SQLTestUtils with TestHiveSingleto
 super.beforeAll()
 sql(
   """
-|CREATE EXTERNAL TABLE parquet_tab1 (c1 INT, c2 STRING)
--- End diff --


https://github.com/apache/spark/pull/12255/files#diff-1bb4f7bd5a2656f48bcd3c857167a11bR206
 
will issue an exception. Thus, we have to remove `EXTERNAL`


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[GitHub] spark pull request: [SPARK-14481] [SQL] Issue Exceptions for All U...

2016-04-08 Thread gatorsmile
Github user gatorsmile commented on a diff in the pull request:

https://github.com/apache/spark/pull/12255#discussion_r59108971
  
--- Diff: 
sql/hive/src/main/scala/org/apache/spark/sql/hive/execution/HiveSqlParser.scala 
---
@@ -162,14 +162,16 @@ class HiveSqlAstBuilder extends SparkSqlAstBuilder {
 
   // Unsupported clauses.
   if (temp) {
-logWarning("TEMPORARY clause is ignored.")
+throw new ParseException(s"Unsupported operation: TEMPORARY 
clause.", ctx)
   }
   if (ctx.bucketSpec != null) {
 // TODO add this - we need cluster columns in the CatalogTable for 
this to work.
-logWarning("CLUSTERED BY ... [ORDERED BY ...] INTO ... BUCKETS 
clause is ignored.")
+throw new ParseException("Unsupported operation: " +
+  "CLUSTERED BY ... [ORDERED BY ...] INTO ... BUCKETS clause.", 
ctx)
   }
   if (ctx.skewSpec != null) {
-logWarning("SKEWED BY ... ON ... [STORED AS DIRECTORIES] clause is 
ignored.")
+throw new ParseException("Unsupported operation: " +
+  "SKEWED BY ... ON ... [STORED AS DIRECTORIES] clause.", ctx)
--- End diff --

Ok, sure, will do


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[GitHub] spark pull request: [SPARK-14455][Streaming] Fix NPE in allocatedE...

2016-04-08 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/12236#issuecomment-207684879
  
**[Test build #55412 has 
started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/55412/consoleFull)**
 for PR 12236 at commit 
[`4440605`](https://github.com/apache/spark/commit/4440605c9e0b73968f29e305fb95e00bb54151ee).


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[GitHub] spark pull request: [SPARK-14455][Streaming] Fix NPE in allocatedE...

2016-04-08 Thread jerryshao
Github user jerryshao commented on a diff in the pull request:

https://github.com/apache/spark/pull/12236#discussion_r59108524
  
--- Diff: 
streaming/src/test/scala/org/apache/spark/streaming/scheduler/ReceiverTrackerSuite.scala
 ---
@@ -102,6 +102,31 @@ class ReceiverTrackerSuite extends TestSuiteBase {
   }
 }
   }
+
+  test("get allocated executors") {
+// Test get allocated executors when 1 receiver is registered
+withStreamingContext(new StreamingContext(conf, Milliseconds(100))) { 
ssc =>
+  val input = ssc.receiverStream(new TestReceiver)
+  val output = new TestOutputStream(input)
+  output.register()
+  ssc.start()
+  eventually(timeout(10 seconds), interval(10 millis)) {
+assert(ssc.scheduler.receiverTracker.allocatedExecutors().size === 
1)
+  }
+}
+
+// Test get allocated executors when there's no receiver registered
+withStreamingContext(new StreamingContext(conf, Milliseconds(100))) { 
ssc =>
+  val rdd = ssc.sc.parallelize(1 to 10)
+  val input = new ConstantInputDStream(ssc, rdd)
+  val output = new TestOutputStream(input)
+  output.register()
+  ssc.start()
+  eventually(timeout(10 seconds), interval(10 millis)) {
+assert(ssc.scheduler.receiverTracker.allocatedExecutors() === 
Map.empty)
--- End diff --

>Before any receiver starts, 
ssc.scheduler.receiverTracker.allocatedExecutors will return Map.empty as well.

I see your point, this might cause streaming dynamic allocation to kill the 
executor which has a receiver to be started unexpectedly. This might be 
happened in some extreme cases.


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[GitHub] spark pull request: [SPARK-14487][SQL][WIP] User Defined Type regi...

2016-04-08 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/12259#issuecomment-207680955
  
Merged build finished. Test PASSed.


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[GitHub] spark pull request: [SPARK-14487][SQL][WIP] User Defined Type regi...

2016-04-08 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/12259#issuecomment-207680956
  
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[GitHub] spark pull request: [SPARK-14487][SQL][WIP] User Defined Type regi...

2016-04-08 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/12259#issuecomment-207680872
  
**[Test build #55407 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/55407/consoleFull)**
 for PR 12259 at commit 
[`e59f1d5`](https://github.com/apache/spark/commit/e59f1d5757189ad7535a189c4f20064b193c8242).
 * This patch passes all tests.
 * This patch merges cleanly.
 * This patch adds the following public classes _(experimental)_:
  * `class UDTRegistrationSuite extends QueryTest with SharedSQLContext 
with ParquetTest `


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[GitHub] spark pull request: [SPARK-14455][Streaming] Fix NPE in allocatedE...

2016-04-08 Thread jerryshao
Github user jerryshao commented on a diff in the pull request:

https://github.com/apache/spark/pull/12236#discussion_r59107996
  
--- Diff: 
streaming/src/test/scala/org/apache/spark/streaming/scheduler/ReceiverTrackerSuite.scala
 ---
@@ -102,6 +102,31 @@ class ReceiverTrackerSuite extends TestSuiteBase {
   }
 }
   }
+
+  test("get allocated executors") {
+// Test get allocated executors when 1 receiver is registered
+withStreamingContext(new StreamingContext(conf, Milliseconds(100))) { 
ssc =>
+  val input = ssc.receiverStream(new TestReceiver)
+  val output = new TestOutputStream(input)
+  output.register()
+  ssc.start()
+  eventually(timeout(10 seconds), interval(10 millis)) {
+assert(ssc.scheduler.receiverTracker.allocatedExecutors().size === 
1)
+  }
+}
+
+// Test get allocated executors when there's no receiver registered
+withStreamingContext(new StreamingContext(conf, Milliseconds(100))) { 
ssc =>
+  val rdd = ssc.sc.parallelize(1 to 10)
+  val input = new ConstantInputDStream(ssc, rdd)
+  val output = new TestOutputStream(input)
+  output.register()
+  ssc.start()
+  eventually(timeout(10 seconds), interval(10 millis)) {
+assert(ssc.scheduler.receiverTracker.allocatedExecutors() === 
Map.empty)
--- End diff --

Alright, let me change it.


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[GitHub] spark pull request: [WIP, DO-NOT-MERGE][SPARK-14473][SQL] Define a...

2016-04-08 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/12246#issuecomment-207678192
  
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[GitHub] spark pull request: [WIP, DO-NOT-MERGE][SPARK-14473][SQL] Define a...

2016-04-08 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/12246#issuecomment-207678194
  
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[GitHub] spark pull request: [WIP, DO-NOT-MERGE][SPARK-14473][SQL] Define a...

2016-04-08 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/12246#issuecomment-207678063
  
**[Test build #55406 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/55406/consoleFull)**
 for PR 12246 at commit 
[`bbf9f27`](https://github.com/apache/spark/commit/bbf9f27dbd72de5efef3c22711f7a57cfd04fe17).
 * This patch passes all tests.
 * This patch merges cleanly.
 * This patch adds no public classes.


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[GitHub] spark pull request: [SPARK-10521][SQL] Utilize Docker for test DB2...

2016-04-08 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9893#issuecomment-207677219
  
**[Test build #55411 has 
started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/55411/consoleFull)**
 for PR 9893 at commit 
[`31e1d8b`](https://github.com/apache/spark/commit/31e1d8b5e99a477dcc2e63fa2e192650c2d3680d).


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[GitHub] spark pull request: [SPARK-14462][ML][MLLIB] add the mllib-local b...

2016-04-08 Thread mengxr
Github user mengxr commented on a diff in the pull request:

https://github.com/apache/spark/pull/12241#discussion_r59107331
  
--- Diff: mllib/pom.xml ---
@@ -63,25 +63,20 @@
   ${project.version}
 
 
-  org.scalanlp
--- End diff --

Please keep the breeze dependency in MLlib's pom because we call its APIs 
directly. We can move versions to a common place.


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[GitHub] spark pull request: [SPARK-10521][SQL] Utilize Docker for test DB2...

2016-04-08 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9893#issuecomment-207676529
  
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[GitHub] spark pull request: [SPARK-10521][SQL] Utilize Docker for test DB2...

2016-04-08 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9893#issuecomment-207676526
  
**[Test build #55410 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/55410/consoleFull)**
 for PR 9893 at commit 
[`9c87286`](https://github.com/apache/spark/commit/9c872862afd1ada303dbbffdc09692b35a999b64).
 * This patch **fails Scala style tests**.
 * This patch merges cleanly.
 * This patch adds no public classes.


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[GitHub] spark pull request: [SPARK-10521][SQL] Utilize Docker for test DB2...

2016-04-08 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9893#issuecomment-207676528
  
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[GitHub] spark pull request: [SPARK-10521][SQL] Utilize Docker for test DB2...

2016-04-08 Thread lresende
Github user lresende commented on the pull request:

https://github.com/apache/spark/pull/9893#issuecomment-207676407
  
@JoshRosen, thanks for reviewing, I agree with your proposal regarding the 
repository. Thanks. 


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[GitHub] spark pull request: [SPARK-10521][SQL] Utilize Docker for test DB2...

2016-04-08 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9893#issuecomment-207676411
  
**[Test build #55410 has 
started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/55410/consoleFull)**
 for PR 9893 at commit 
[`9c87286`](https://github.com/apache/spark/commit/9c872862afd1ada303dbbffdc09692b35a999b64).


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[GitHub] spark pull request: [SPARK-10521][SQL] Utilize Docker for test DB2...

2016-04-08 Thread lresende
Github user lresende commented on the pull request:

https://github.com/apache/spark/pull/9893#issuecomment-207675856
  
Jenkins, retest this please.


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[GitHub] spark pull request: [SPARK-10521][SQL] Utilize Docker for test DB2...

2016-04-08 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9893#issuecomment-207675490
  
**[Test build #55409 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/55409/consoleFull)**
 for PR 9893 at commit 
[`9c87286`](https://github.com/apache/spark/commit/9c872862afd1ada303dbbffdc09692b35a999b64).
 * This patch **fails Scala style tests**.
 * This patch merges cleanly.
 * This patch adds no public classes.


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[GitHub] spark pull request: [SPARK-10521][SQL] Utilize Docker for test DB2...

2016-04-08 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9893#issuecomment-207675496
  
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[GitHub] spark pull request: [SPARK-10521][SQL] Utilize Docker for test DB2...

2016-04-08 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9893#issuecomment-207675495
  
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[GitHub] spark pull request: [SPARK-10521][SQL] Utilize Docker for test DB2...

2016-04-08 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9893#issuecomment-207675376
  
**[Test build #55409 has 
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[GitHub] spark pull request: [SPARK-14454] Better exception handling while ...

2016-04-08 Thread rxin
Github user rxin commented on the pull request:

https://github.com/apache/spark/pull/12234#issuecomment-207673039
  
@sameeragarwal can you create one for 1.6 backport?


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