[GitHub] spark pull request: [SPARK-5099][Mllib] Simplify logistic loss fun...

2015-01-06 Thread mengxr
Github user mengxr commented on the pull request: https://github.com/apache/spark/pull/3899#issuecomment-68843064 @viirya They are the same analytically but not numerically, for example, ~~~scala scala math.log1p(math.exp(1000)) res2: Double = Infinity scala

[GitHub] spark pull request: [SPARK-4999][Streaming] Change storeInBlockMan...

2015-01-06 Thread tdas
Github user tdas commented on the pull request: https://github.com/apache/spark/pull/3906#issuecomment-68843161 If you are using a window operations, then previous batches data may need to be access multiple times. If we dont put the data in WAL back in memory, the system will have

[GitHub] spark pull request: [SPARK-5050][Mllib] Add unit test for sqdist

2015-01-06 Thread SparkQA
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[GitHub] spark pull request: [SPARK-5050][Mllib] Add unit test for sqdist

2015-01-06 Thread viirya
Github user viirya commented on a diff in the pull request: https://github.com/apache/spark/pull/3869#discussion_r22514948 --- Diff: mllib/src/test/scala/org/apache/spark/mllib/linalg/VectorsSuite.scala --- @@ -175,6 +177,33 @@ class VectorsSuite extends FunSuite {

[GitHub] spark pull request: [spark 5068][SQL]fix bug query data when path ...

2015-01-06 Thread srowen
Github user srowen commented on a diff in the pull request: https://github.com/apache/spark/pull/3907#discussion_r22515156 --- Diff: core/src/main/scala/org/apache/spark/rdd/HadoopRDD.scala --- @@ -26,15 +26,7 @@ import scala.reflect.ClassTag import

[GitHub] spark pull request: [spark 5068][SQL]fix bug query data when path ...

2015-01-06 Thread srowen
Github user srowen commented on a diff in the pull request: https://github.com/apache/spark/pull/3907#discussion_r22515175 --- Diff: core/src/main/scala/org/apache/spark/rdd/HadoopRDD.scala --- @@ -198,12 +190,19 @@ class HadoopRDD[K, V]( if

[GitHub] spark pull request: [SPARK-5009][SQL][Bug FIx] allCaseVersions lea...

2015-01-06 Thread OopsOutOfMemory
GitHub user OopsOutOfMemory opened a pull request: https://github.com/apache/spark/pull/3909 [SPARK-5009][SQL][Bug FIx] allCaseVersions leads to stackoverflow. Currently, we use `allCaseVersion` function to match all possible case versions of `Keyword` that user passing into to

[GitHub] spark pull request: [SPARK-5009][SQL][Bug FIx] allCaseVersions lea...

2015-01-06 Thread AmplabJenkins
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[GitHub] spark pull request: [SPARK-5099][Mllib] Simplify logistic loss fun...

2015-01-06 Thread viirya
Github user viirya commented on the pull request: https://github.com/apache/spark/pull/3899#issuecomment-68846927 OK. I understood it. I am wrong for LogLoss. Will revert it back. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub

[GitHub] spark pull request: [SPARK-4987] [SQL] parquet timestamp type supp...

2015-01-06 Thread SparkQA
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[GitHub] spark pull request: [SPARK-4574][SQL] Adding support for defining ...

2015-01-06 Thread scwf
Github user scwf commented on a diff in the pull request: https://github.com/apache/spark/pull/3431#discussion_r22516253 --- Diff: sql/core/src/main/scala/org/apache/spark/sql/sources/ddl.scala --- @@ -50,6 +50,7 @@ private[sql] class DDLParser extends StandardTokenParsers with

[GitHub] spark pull request: [SPARK-5084][SQL]add if not exists after creat...

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[GitHub] spark pull request: [SPARK-4987] [SQL] parquet timestamp type supp...

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[GitHub] spark pull request: [SPARK-5099][Mllib] Simplify logistic loss fun...

2015-01-06 Thread viirya
Github user viirya commented on the pull request: https://github.com/apache/spark/pull/3899#issuecomment-68847701 @mengxr @srowen New commit shoud make the computation more accurate. --- If your project is set up for it, you can reply to this email and have your reply appear on

[GitHub] spark pull request: [SPARK-5099][Mllib] Simplify logistic loss fun...

2015-01-06 Thread SparkQA
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[GitHub] spark pull request: [SPARK-5099][Mllib] Simplify logistic loss fun...

2015-01-06 Thread viirya
Github user viirya commented on the pull request: https://github.com/apache/spark/pull/3899#issuecomment-68848217 @mengxr I noticed that you file a issue in [#SPARK-5101](https://issues.apache.org/jira/browse/SPARK-5101). Do I need to extract the codes in this pr to the place you

[GitHub] spark pull request: [SPARK-4999][Streaming] Change storeInBlockMan...

2015-01-06 Thread jerryshao
Github user jerryshao commented on the pull request: https://github.com/apache/spark/pull/3906#issuecomment-68848565 I'm not sure if I understand correctly, in WindowedDStream we already called persist to cache the parent DStream, internally it will call RDD's persist. This will

[GitHub] spark pull request: [SPARK-5050][Mllib] Add unit test for sqdist

2015-01-06 Thread SparkQA
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[GitHub] spark pull request: [SPARK-5050][Mllib] Add unit test for sqdist

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2015-01-06 Thread SparkQA
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[GitHub] spark pull request: remove out of date statements since assembly i...

2015-01-06 Thread zhichao-li
GitHub user zhichao-li opened a pull request: https://github.com/apache/spark/pull/3908 remove out of date statements since assembly is ON by default From the git history, this behavior has been changed long time ago 255597:commit 666d93c294458cb056cb590eb11bb6cf979861e5

[GitHub] spark pull request: [SPARK-4987] [SQL] parquet timestamp type supp...

2015-01-06 Thread adrian-wang
Github user adrian-wang commented on the pull request: https://github.com/apache/spark/pull/3820#issuecomment-68839779 Oh sorry, I just checked Impala's configuration and I think it is not what it is here. I'll change my code to conform to that. --- If your project is set up for it,

[GitHub] spark pull request: remove out of date statements since assembly i...

2015-01-06 Thread zhichao-li
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[GitHub] spark pull request: Update HiveMetastoreCatalog.scala(override the...

2015-01-06 Thread SparkQA
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[GitHub] spark pull request: Update HiveMetastoreCatalog.scala(override the...

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[GitHub] spark pull request: [SPARK-4999][Streaming] Change storeInBlockMan...

2015-01-06 Thread xiajunluan
Github user xiajunluan commented on the pull request: https://github.com/apache/spark/pull/3906#issuecomment-68840845 Good catch! --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this

[GitHub] spark pull request: [SPARK-5050][Mllib] Add unit test for sqdist

2015-01-06 Thread viirya
Github user viirya commented on a diff in the pull request: https://github.com/apache/spark/pull/3869#discussion_r22513912 --- Diff: mllib/src/test/scala/org/apache/spark/mllib/linalg/VectorsSuite.scala --- @@ -175,6 +177,33 @@ class VectorsSuite extends FunSuite {

[GitHub] spark pull request: [SPARK-5084][SQL]add if not exists after creat...

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[GitHub] spark pull request: [SPARK-5084][SQL]add if not exists after creat...

2015-01-06 Thread baishuo
Github user baishuo commented on the pull request: https://github.com/apache/spark/pull/3895#issuecomment-68840957 I had modify some code and do test locally --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your

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[GitHub] spark pull request: [SPARK-5099][Mllib] Simplify logistic loss fun...

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[GitHub] spark pull request: [SPARK-5099][Mllib] Simplify logistic loss fun...

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[GitHub] spark pull request: [SPARK-2458] Make failed application log visib...

2015-01-06 Thread tsudukim
Github user tsudukim commented on the pull request: https://github.com/apache/spark/pull/3467#issuecomment-68837548 resolved conflicts! --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this

[GitHub] spark pull request: SPARK-5017 [MLlib] - Use SVD to compute determ...

2015-01-06 Thread jkbradley
Github user jkbradley commented on a diff in the pull request: https://github.com/apache/spark/pull/3871#discussion_r22512662 --- Diff: mllib/src/main/scala/org/apache/spark/mllib/stat/impl/MultivariateGaussian.scala --- @@ -17,23 +17,84 @@ package

[GitHub] spark pull request: Origin/spark 5068

2015-01-06 Thread jeanlyn
GitHub user jeanlyn opened a pull request: https://github.com/apache/spark/pull/3907 Origin/spark 5068 You can merge this pull request into a Git repository by running: $ git pull https://github.com/jeanlyn/spark origin/SPARK-5068 Alternatively you can review and apply these

[GitHub] spark pull request: [SPARK-5078] Optionally read from SPARK_LOCAL_...

2015-01-06 Thread pwendell
Github user pwendell commented on a diff in the pull request: https://github.com/apache/spark/pull/3893#discussion_r22512543 --- Diff: core/src/main/scala/org/apache/spark/util/Utils.scala --- @@ -701,7 +701,7 @@ private[spark] object Utils extends Logging { } }

[GitHub] spark pull request: Origin/spark 5068

2015-01-06 Thread AmplabJenkins
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[GitHub] spark pull request: [SPARK-4999][Streaming] Change storeInBlockMan...

2015-01-06 Thread jerryshao
GitHub user jerryshao opened a pull request: https://github.com/apache/spark/pull/3906 [SPARK-4999][Streaming] Change storeInBlockManager to false by default Currently WAL-backed block is read out from HDFS and put into BlockManger with storage level MEMORY_ONLY_SER by default,

[GitHub] spark pull request: [Minor][Mllib] Simplify loss function

2015-01-06 Thread viirya
Github user viirya commented on the pull request: https://github.com/apache/spark/pull/3899#issuecomment-68837277 Hi @mengxr, Thanks for comment. I may be wrong, but I think that we should branch based on `sign(label)` instead of `sign(label * margin)`? Because according to

[GitHub] spark pull request: [SPARK-5078] Optionally read from SPARK_LOCAL_...

2015-01-06 Thread pwendell
Github user pwendell commented on a diff in the pull request: https://github.com/apache/spark/pull/3893#discussion_r22512468 --- Diff: core/src/main/scala/org/apache/spark/util/Utils.scala --- @@ -701,7 +701,7 @@ private[spark] object Utils extends Logging { } }

[GitHub] spark pull request: [Minor][Mllib] Simplify loss function

2015-01-06 Thread SparkQA
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[GitHub] spark pull request: [SPARK-1600] Refactor FileInputStream tests to...

2015-01-06 Thread tdas
Github user tdas commented on the pull request: https://github.com/apache/spark/pull/3801#issuecomment-68838737 I am merging this. Thanks @JoshRosen for this humongous effort! --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as

[GitHub] spark pull request: [spark 5068][SQL]fix bug query data when path ...

2015-01-06 Thread jeanlyn
Github user jeanlyn commented on the pull request: https://github.com/apache/spark/pull/3907#issuecomment-68839176 Hi @marmbrus. Any suggestions? --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not

[GitHub] spark pull request: [spark 5068][SQL]fix bug query data when path ...

2015-01-06 Thread jeanlyn
GitHub user jeanlyn reopened a pull request: https://github.com/apache/spark/pull/3907 [spark 5068][SQL]fix bug query data when path doesn't exists the issue is descript on [SPARK-5068] (https://issues.apache.org/jira/browse/SPARK-5068) and this PR is fix the same problem as

[GitHub] spark pull request: [SPARK-1600] Refactor FileInputStream tests to...

2015-01-06 Thread asfgit
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[GitHub] spark pull request: [spark 5068][SQL]fix bug query data when path ...

2015-01-06 Thread jeanlyn
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[GitHub] spark pull request: SPARK-4226: Add support for subqueries in wher...

2015-01-06 Thread saucam
Github user saucam commented on the pull request: https://github.com/apache/spark/pull/3888#issuecomment-68853317 Hi Michael, Thanks for the feedback. 1. Yes it does not handle correlated queries. It definitely makes more sense to convert correlated queries to

[GitHub] spark pull request: [spark 5068][SQL]fix bug query data when path ...

2015-01-06 Thread jeanlyn
Github user jeanlyn commented on a diff in the pull request: https://github.com/apache/spark/pull/3907#discussion_r22518647 --- Diff: core/src/main/scala/org/apache/spark/rdd/HadoopRDD.scala --- @@ -198,12 +190,19 @@ class HadoopRDD[K, V]( if

[GitHub] spark pull request: [spark 5068][SQL]fix bug query data when path ...

2015-01-06 Thread jeanlyn
Github user jeanlyn commented on a diff in the pull request: https://github.com/apache/spark/pull/3907#discussion_r22518690 --- Diff: core/src/main/scala/org/apache/spark/rdd/HadoopRDD.scala --- @@ -26,15 +26,7 @@ import scala.reflect.ClassTag import

[GitHub] spark pull request: [SPARK-5099][Mllib] Simplify logistic loss fun...

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[GitHub] spark pull request: [SPARK-5036][Graphx]Better support sending par...

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[GitHub] spark pull request: SPARK-5017 [MLlib] - Use SVD to compute determ...

2015-01-06 Thread tgaloppo
Github user tgaloppo commented on a diff in the pull request: https://github.com/apache/spark/pull/3871#discussion_r22521704 --- Diff: mllib/src/main/scala/org/apache/spark/mllib/stat/impl/MultivariateGaussian.scala --- @@ -17,23 +17,84 @@ package

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[GitHub] spark pull request: [SPARK-4296][SQL] Trims aliases when resolving...

2015-01-06 Thread liancheng
GitHub user liancheng opened a pull request: https://github.com/apache/spark/pull/3910 [SPARK-4296][SQL] Trims aliases when resolving and checking aggregate expressions This PR is a follow-up of PR #3248. We should not only trim `Alias` around `GetField` but also all unnamed

[GitHub] spark pull request: [SPARK-5009][SQL][Bug FIx] allCaseVersions lea...

2015-01-06 Thread OopsOutOfMemory
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[GitHub] spark pull request: [SPARK-5099][Mllib] Simplify logistic loss fun...

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[GitHub] spark pull request: [SPARK-5099][Mllib] Simplify logistic loss fun...

2015-01-06 Thread viirya
Github user viirya commented on the pull request: https://github.com/apache/spark/pull/3899#issuecomment-68864189 @mengxr I think I already know what you meant to branch based on `sign(label * margin)`. I made some modifications. --- If your project is set up for it, you can reply

[GitHub] spark pull request: [SPARK-2429] [MLlib] Hierarchical Implementati...

2015-01-06 Thread rnowling
Github user rnowling commented on the pull request: https://github.com/apache/spark/pull/2906#issuecomment-68870971 Thanks @mengxr @freeman-lab! :) --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not

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[GitHub] spark pull request: [SPARK-3325][Streaming] Add a parameter to the...

2015-01-06 Thread watermen
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[GitHub] spark pull request: [MLLib]SPARK-5027:add SVMWithLBFGS interface i...

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[GitHub] spark pull request: [SPARK-5019] Update GMM API to use Multivariat...

2015-01-06 Thread Lewuathe
GitHub user Lewuathe opened a pull request: https://github.com/apache/spark/pull/3911 [SPARK-5019] Update GMM API to use MultivariateGaussian GMM should have the public accessor for `MultivariateGaussian` model list. With this api, gaussian parameters can be obtain through

[GitHub] spark pull request: [SPARK-5019] Update GMM API to use Multivariat...

2015-01-06 Thread SparkQA
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[GitHub] spark pull request: [SPARK-5019] Update GMM API to use Multivariat...

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[GitHub] spark pull request: [SPARK-5019] Update GMM API to use Multivariat...

2015-01-06 Thread SparkQA
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[GitHub] spark pull request: [SPARK-5019] Update GMM API to use Multivariat...

2015-01-06 Thread SparkQA
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[GitHub] spark pull request: [SPARK-4574][SQL] Adding support for defining ...

2015-01-06 Thread OopsOutOfMemory
Github user OopsOutOfMemory commented on a diff in the pull request: https://github.com/apache/spark/pull/3431#discussion_r22525682 --- Diff: sql/core/src/main/scala/org/apache/spark/sql/sources/ddl.scala --- @@ -67,15 +68,30 @@ private[sql] class DDLParser extends

[GitHub] spark pull request: [SPARK-4574][SQL] Adding support for defining ...

2015-01-06 Thread OopsOutOfMemory
Github user OopsOutOfMemory commented on a diff in the pull request: https://github.com/apache/spark/pull/3431#discussion_r22525893 --- Diff: sql/core/src/main/scala/org/apache/spark/sql/sources/ddl.scala --- @@ -83,10 +99,104 @@ private[sql] class DDLParser extends

[GitHub] spark pull request: [SPARK-5019] Update GMM API to use Multivariat...

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2015-01-06 Thread SparkQA
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[GitHub] spark pull request: [SPARK-4574][SQL] Adding support for defining ...

2015-01-06 Thread OopsOutOfMemory
Github user OopsOutOfMemory commented on a diff in the pull request: https://github.com/apache/spark/pull/3431#discussion_r22526157 --- Diff: sql/core/src/main/scala/org/apache/spark/sql/sources/ddl.scala --- @@ -83,10 +99,104 @@ private[sql] class DDLParser extends

[GitHub] spark pull request: [MLLib]SPARK-5027:add SVMWithLBFGS interface i...

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[GitHub] spark pull request: [SPARK-5107][Streaming][Log]: A trick log info...

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[GitHub] spark pull request: SPARK-5017 [MLlib] - Use SVD to compute determ...

2015-01-06 Thread tgaloppo
Github user tgaloppo commented on a diff in the pull request: https://github.com/apache/spark/pull/3871#discussion_r22545409 --- Diff: mllib/src/main/scala/org/apache/spark/mllib/stat/impl/MultivariateGaussian.scala --- @@ -17,23 +17,84 @@ package

[GitHub] spark pull request: SPARK-4159 [CORE] Maven build doesn't run JUni...

2015-01-06 Thread JoshRosen
Github user JoshRosen commented on the pull request: https://github.com/apache/spark/pull/3651#issuecomment-68924192 Meh, let's just merge this in for now. The appending behavior won't be confusing in Jenkins (since we clean) and I can only imagine this being annoying for developers

[GitHub] spark pull request: [SPARK-4574][SQL] Adding support for defining ...

2015-01-06 Thread yhuai
Github user yhuai commented on a diff in the pull request: https://github.com/apache/spark/pull/3431#discussion_r22548615 --- Diff: sql/core/src/main/scala/org/apache/spark/sql/sources/ddl.scala --- @@ -50,6 +50,7 @@ private[sql] class DDLParser extends StandardTokenParsers with

[GitHub] spark pull request: [SPARK-4205][SQL] Timestamp and Date with comp...

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[GitHub] spark pull request: SPARK-5017 [MLlib] - Use SVD to compute determ...

2015-01-06 Thread jkbradley
Github user jkbradley commented on a diff in the pull request: https://github.com/apache/spark/pull/3871#discussion_r22542741 --- Diff: mllib/src/main/scala/org/apache/spark/mllib/stat/impl/MultivariateGaussian.scala --- @@ -17,23 +17,84 @@ package

[GitHub] spark pull request: [SPARK-4205][SQL] Timestamp and Date with comp...

2015-01-06 Thread SparkQA
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[GitHub] spark pull request: SPARK-4159 [CORE] Maven build doesn't run JUni...

2015-01-06 Thread JoshRosen
Github user JoshRosen commented on the pull request: https://github.com/apache/spark/pull/3651#issuecomment-68924468 Merged to `master` (1.3.0). I'll handle the backport cherry-picks in a little bit. --- If your project is set up for it, you can reply to this email and have your

[GitHub] spark pull request: SPARK-4159 [CORE] Maven build doesn't run JUni...

2015-01-06 Thread asfgit
Github user asfgit closed the pull request at: https://github.com/apache/spark/pull/3651 --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is

[GitHub] spark pull request: [SPARK-3847] Use portable hashcode for Java en...

2015-01-06 Thread aarondav
Github user aarondav commented on a diff in the pull request: https://github.com/apache/spark/pull/3795#discussion_r22548022 --- Diff: core/src/main/scala/org/apache/spark/rdd/OrderedRDDFunctions.scala --- @@ -72,6 +72,8 @@ class OrderedRDDFunctions[K : Ordering : ClassTag,

[GitHub] spark pull request: [SPARK-4737] Task set manager properly handles...

2015-01-06 Thread SparkQA
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[GitHub] spark pull request: [SPARK-4737] Task set manager properly handles...

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[GitHub] spark pull request: [SPARK-5107][Streaming][Log]: A trick log info...

2015-01-06 Thread SparkQA
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[GitHub] spark pull request: SPARK-5112. Expose SizeEstimator as a develope...

2015-01-06 Thread sryza
GitHub user sryza opened a pull request: https://github.com/apache/spark/pull/3913 SPARK-5112. Expose SizeEstimator as a developer api You can merge this pull request into a Git repository by running: $ git pull https://github.com/sryza/spark sandy-spark-5112 Alternatively

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