[GitHub] spark issue #16014: [SPARK-18590][SPARKR] build R source package when making...

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[GitHub] spark issue #16128: [SPARK-18671][SS][TEST] Added tests to ensure stability ...

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[GitHub] spark issue #16068: [SPARK-18637][SQL]Stateful UDF should be considered as n...

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[GitHub] spark issue #16068: [SPARK-18637][SQL]Stateful UDF should be considered as n...

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[GitHub] spark issue #16068: [SPARK-18637][SQL]Stateful UDF should be considered as n...

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[GitHub] spark issue #16128: [SPARK-18671][SS][TEST] Added tests to ensure stability ...

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[GitHub] spark pull request #16068: [SPARK-18637][SQL]Stateful UDF should be consider...

2016-12-06 Thread cloud-fan
Github user cloud-fan commented on a diff in the pull request: https://github.com/apache/spark/pull/16068#discussion_r91027951 --- Diff: sql/hive/src/test/scala/org/apache/spark/sql/hive/execution/HiveUDFSuite.scala --- @@ -487,6 +488,52 @@ class HiveUDFSuite extends QueryTest

[GitHub] spark pull request #16148: [SPARK-18325][SparkR][ML] SparkR ML wrappers exam...

2016-12-06 Thread yanboliang
Github user yanboliang commented on a diff in the pull request: https://github.com/apache/spark/pull/16148#discussion_r91023297 --- Diff: examples/src/main/r/ml/lda.R --- @@ -0,0 +1,46 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +#

[GitHub] spark issue #16148: [SPARK-18325][SparkR][ML] SparkR ML wrappers example cod...

2016-12-06 Thread felixcheung
Github user felixcheung commented on the issue: https://github.com/apache/spark/pull/16148 hmm, yea, I suspect these example can be easily forgotten while changes are made - they could end up getting out of sync easily --- If your project is set up for it, you can reply to this

[GitHub] spark issue #16117: [SPARK-18686][SparkR][ML] Several cleanup and improvemen...

2016-12-06 Thread SparkQA
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[GitHub] spark issue #16014: [SPARK-18590][SPARKR] build R source package when making...

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[GitHub] spark issue #16161: [SPARK-18717][SQL] Make code generation for Scala Map wo...

2016-12-06 Thread cloud-fan
Github user cloud-fan commented on the issue: https://github.com/apache/spark/pull/16161 can you highlight your approach to fix this bug? It looks to me that this is not a general fix, e.g. `mutable.Map` will still fail. --- If your project is set up for it, you can reply to this

[GitHub] spark pull request #16148: [SPARK-18325][SparkR][ML] SparkR ML wrappers exam...

2016-12-06 Thread yanboliang
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[GitHub] spark pull request #16148: [SPARK-18325][SparkR][ML] SparkR ML wrappers exam...

2016-12-06 Thread yanboliang
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[GitHub] spark issue #16148: [SPARK-18325][SparkR][ML] SparkR ML wrappers example cod...

2016-12-06 Thread SparkQA
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[GitHub] spark pull request #16148: [SPARK-18325][SparkR][ML] SparkR ML wrappers exam...

2016-12-06 Thread yanboliang
Github user yanboliang commented on a diff in the pull request: https://github.com/apache/spark/pull/16148#discussion_r91022027 --- Diff: docs/sparkr.md --- @@ -512,39 +512,33 @@ head(teenagers) # Machine Learning -SparkR supports the following machine learning

[GitHub] spark pull request #16148: [SPARK-18325][SparkR][ML] SparkR ML wrappers exam...

2016-12-06 Thread yanboliang
Github user yanboliang commented on a diff in the pull request: https://github.com/apache/spark/pull/16148#discussion_r91005161 --- Diff: docs/ml-classification-regression.md --- @@ -75,6 +75,13 @@ More details on parameters can be found in the [Python API documentation](api/py

[GitHub] spark pull request #16148: [SPARK-18325][SparkR][ML] SparkR ML wrappers exam...

2016-12-06 Thread yanboliang
Github user yanboliang commented on a diff in the pull request: https://github.com/apache/spark/pull/16148#discussion_r91024054 --- Diff: examples/src/main/r/ml/ml.R --- @@ -0,0 +1,64 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +#

[GitHub] spark pull request #16148: [SPARK-18325][SparkR][ML] SparkR ML wrappers exam...

2016-12-06 Thread yanboliang
Github user yanboliang commented on a diff in the pull request: https://github.com/apache/spark/pull/16148#discussion_r91024237 --- Diff: docs/sparkr.md --- @@ -512,39 +512,33 @@ head(teenagers) # Machine Learning -SparkR supports the following machine learning

[GitHub] spark pull request #16148: [SPARK-18325][SparkR][ML] SparkR ML wrappers exam...

2016-12-06 Thread yanboliang
Github user yanboliang commented on a diff in the pull request: https://github.com/apache/spark/pull/16148#discussion_r91022054 --- Diff: docs/sparkr.md --- @@ -512,39 +512,33 @@ head(teenagers) # Machine Learning -SparkR supports the following machine learning

[GitHub] spark pull request #16148: [SPARK-18325][SparkR][ML] SparkR ML wrappers exam...

2016-12-06 Thread yanboliang
Github user yanboliang commented on a diff in the pull request: https://github.com/apache/spark/pull/16148#discussion_r91022606 --- Diff: examples/src/main/r/ml/gaussianMixture.R --- @@ -0,0 +1,42 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more

[GitHub] spark pull request #16148: [SPARK-18325][SparkR][ML] SparkR ML wrappers exam...

2016-12-06 Thread yanboliang
Github user yanboliang commented on a diff in the pull request: https://github.com/apache/spark/pull/16148#discussion_r91023264 --- Diff: examples/src/main/r/ml/lda.R --- @@ -0,0 +1,46 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one or more +#

[GitHub] spark pull request #16148: [SPARK-18325][SparkR][ML] SparkR ML wrappers exam...

2016-12-06 Thread yanboliang
Github user yanboliang commented on a diff in the pull request: https://github.com/apache/spark/pull/16148#discussion_r91005531 --- Diff: docs/ml-classification-regression.md --- @@ -847,6 +893,14 @@ Refer to the [`IsotonicRegression` Python docs](api/python/pyspark.ml.html#pyspa

[GitHub] spark issue #16148: [SPARK-18325][SparkR][ML] SparkR ML wrappers example cod...

2016-12-06 Thread yanboliang
Github user yanboliang commented on the issue: https://github.com/apache/spark/pull/16148 @felixcheung That's a good question. We don't run all MLlib examples for testing until [SPARK-12347](https://issues.apache.org/jira/browse/SPARK-12347) was resolved. --- If your project is set

[GitHub] spark issue #16014: [SPARK-18590][SPARKR] build R source package when making...

2016-12-06 Thread felixcheung
Github user felixcheung commented on the issue: https://github.com/apache/spark/pull/16014 thanks, updated. @rxin could you please review release-build.sh? --- 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

[GitHub] spark issue #16148: [SPARK-18325][SparkR][ML] SparkR ML wrappers example cod...

2016-12-06 Thread SparkQA
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[GitHub] spark issue #16148: [SPARK-18325][SparkR][ML] SparkR ML wrappers example cod...

2016-12-06 Thread yanboliang
Github user yanboliang commented on the issue: https://github.com/apache/spark/pull/16148 Yeah, I have the same concerns, so we should push forward SPARK-12347 and it should not be very hard to do that. --- If your project is set up for it, you can reply to this email and have your

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[GitHub] spark issue #16099: [SPARK-18665][SQL] set statement state to "ERROR" after ...

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[GitHub] spark pull request #16037: [SPARK-18471][MLLIB] In LBFGS, avoid sending huge...

2016-12-06 Thread AnthonyTruchet
Github user AnthonyTruchet commented on a diff in the pull request: https://github.com/apache/spark/pull/16037#discussion_r91036283 --- Diff: mllib/src/main/scala/org/apache/spark/mllib/optimization/LBFGS.scala --- @@ -241,16 +241,27 @@ object LBFGS extends Logging {

[GitHub] spark issue #16037: [SPARK-18471][MLLIB] In LBFGS, avoid sending huge vector...

2016-12-06 Thread AnthonyTruchet
Github user AnthonyTruchet commented on the issue: https://github.com/apache/spark/pull/16037 @sethah Agreed, that's why I uggested to add a dedicated treeAggregate wrapper to MLlin Utils which would take care of that without fiddling with sparsity for each seqOP and comboOp. See

[GitHub] spark issue #16099: [SPARK-18665][SQL] set statement state to "ERROR" after ...

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[GitHub] spark issue #13909: [SPARK-16213][SQL] Reduce runtime overhead of a program ...

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[GitHub] spark issue #16099: [SPARK-18665][SQL] set statement state to "ERROR" after ...

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[GitHub] spark issue #15819: [SPARK-18372][SQL][Branch-1.6].Staging directory fail to...

2016-12-06 Thread lichenglin
Github user lichenglin commented on the issue: https://github.com/apache/spark/pull/15819 I'm using spark 2.0.2 I got a really big hive-stage folder. May I delete the folder Manually ? does it make any bad affect on warehouse? --- If your project is set up for it, you can

[GitHub] spark issue #15467: [SPARK-17912][SQL] Refactor code generation to get data ...

2016-12-06 Thread kiszk
Github user kiszk commented on the issue: https://github.com/apache/spark/pull/15467 @andrewor14 would it be possible to review this code? Or, could you please create the similar PR from https://github.com/apache/spark/pull/13899? Your original refactoring was great. In addition

[GitHub] spark issue #15468: [SPARK-17915][SQL] Prepare a new ColumnVector implementa...

2016-12-06 Thread kiszk
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[GitHub] spark pull request #16006: [SPARK-18580] [DStreams] [external/kafka-0-10] Us...

2016-12-06 Thread omuravskiy
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[GitHub] spark issue #16117: [SPARK-18686][SparkR][ML] Several cleanup and improvemen...

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[GitHub] spark pull request #13909: [SPARK-16213][SQL] Reduce runtime overhead of a p...

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[GitHub] spark issue #16037: [SPARK-18471][MLLIB] In LBFGS, avoid sending huge vector...

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[GitHub] spark pull request #16168: [SPARK-18209][SQL] More robust view canonicalizat...

2016-12-06 Thread jiangxb1987
GitHub user jiangxb1987 opened a pull request: https://github.com/apache/spark/pull/16168 [SPARK-18209][SQL] More robust view canonicalization without full SQL expansion ## What changes were proposed in this pull request? Currently we canonicalize the view definition to

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[GitHub] spark pull request #16139: [SPARK-18705][ML][DOC] Update user guide to refle...

2016-12-06 Thread yanboliang
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2016-12-06 Thread yanboliang
Github user yanboliang commented on a diff in the pull request: https://github.com/apache/spark/pull/16139#discussion_r91047063 --- Diff: docs/ml-advanced.md --- @@ -59,17 +59,22 @@ Given $n$ weighted observations $(w_i, a_i, b_i)$: The number of features for each

[GitHub] spark pull request #16139: [SPARK-18705][ML][DOC] Update user guide to refle...

2016-12-06 Thread yanboliang
Github user yanboliang commented on a diff in the pull request: https://github.com/apache/spark/pull/16139#discussion_r91046684 --- Diff: docs/ml-advanced.md --- @@ -59,17 +59,22 @@ Given $n$ weighted observations $(w_i, a_i, b_i)$: The number of features for each

[GitHub] spark issue #16037: [SPARK-18471][MLLIB] In LBFGS, avoid sending huge vector...

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[GitHub] spark pull request #16139: [SPARK-18705][ML][DOC] Update user guide to refle...

2016-12-06 Thread yanboliang
Github user yanboliang commented on a diff in the pull request: https://github.com/apache/spark/pull/16139#discussion_r91049472 --- Diff: docs/ml-advanced.md --- @@ -59,17 +59,22 @@ Given $n$ weighted observations $(w_i, a_i, b_i)$: The number of features for each

[GitHub] spark issue #16037: [SPARK-18471][MLLIB] In LBFGS, avoid sending huge vector...

2016-12-06 Thread SparkQA
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[GitHub] spark issue #16037: [SPARK-18471][MLLIB] In LBFGS, avoid sending huge vector...

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[GitHub] spark pull request #16169: [SPARK-18326][SPARKR][ML] Review SparkR ML wrappe...

2016-12-06 Thread yanboliang
GitHub user yanboliang opened a pull request: https://github.com/apache/spark/pull/16169 [SPARK-18326][SPARKR][ML] Review SparkR ML wrappers API for 2.1 ## What changes were proposed in this pull request? Reviewing SparkR ML wrappers API for 2.1 release, mainly issues include:

[GitHub] spark issue #16169: [SPARK-18326][SPARKR][ML] Review SparkR ML wrappers API ...

2016-12-06 Thread SparkQA
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[GitHub] spark issue #16168: [SPARK-18209][SQL] More robust view canonicalization wit...

2016-12-06 Thread hvanhovell
Github user hvanhovell commented on the issue: https://github.com/apache/spark/pull/16168 cc @rxin @srinathshankar @nsyca --- 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

[GitHub] spark issue #16099: [SPARK-18665][SQL] set statement state to "ERROR" after ...

2016-12-06 Thread SparkQA
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[GitHub] spark pull request #16168: [SPARK-18209][SQL] More robust view canonicalizat...

2016-12-06 Thread hvanhovell
Github user hvanhovell commented on a diff in the pull request: https://github.com/apache/spark/pull/16168#discussion_r91053671 --- Diff: sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/Analyzer.scala --- @@ -509,32 +509,42 @@ class Analyzer( * Replaces

[GitHub] spark pull request #16168: [SPARK-18209][SQL] More robust view canonicalizat...

2016-12-06 Thread hvanhovell
Github user hvanhovell commented on a diff in the pull request: https://github.com/apache/spark/pull/16168#discussion_r91078953 --- Diff: sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/catalog/interface.scala --- @@ -151,6 +151,7 @@ case class CatalogTable(

[GitHub] spark pull request #16168: [SPARK-18209][SQL] More robust view canonicalizat...

2016-12-06 Thread hvanhovell
Github user hvanhovell commented on a diff in the pull request: https://github.com/apache/spark/pull/16168#discussion_r91053117 --- Diff: sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/catalog/interface.scala --- @@ -151,6 +151,7 @@ case class CatalogTable(

[GitHub] spark pull request #16168: [SPARK-18209][SQL] More robust view canonicalizat...

2016-12-06 Thread hvanhovell
Github user hvanhovell commented on a diff in the pull request: https://github.com/apache/spark/pull/16168#discussion_r91053897 --- Diff: sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/Analyzer.scala --- @@ -509,32 +509,42 @@ class Analyzer( * Replaces

[GitHub] spark issue #16168: [SPARK-18209][SQL] More robust view canonicalization wit...

2016-12-06 Thread hvanhovell
Github user hvanhovell commented on the issue: https://github.com/apache/spark/pull/16168 also cc @gatorsmile --- 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

[GitHub] spark pull request #16168: [SPARK-18209][SQL] More robust view canonicalizat...

2016-12-06 Thread hvanhovell
Github user hvanhovell commented on a diff in the pull request: https://github.com/apache/spark/pull/16168#discussion_r91064615 --- Diff: sql/hive/src/main/scala/org/apache/spark/sql/hive/HiveMetastoreCatalog.scala --- @@ -126,6 +146,55 @@ private[hive] class

[GitHub] spark pull request #16168: [SPARK-18209][SQL] More robust view canonicalizat...

2016-12-06 Thread hvanhovell
Github user hvanhovell commented on a diff in the pull request: https://github.com/apache/spark/pull/16168#discussion_r91054484 --- Diff: sql/hive/src/main/scala/org/apache/spark/sql/hive/HiveMetastoreCatalog.scala --- @@ -114,9 +117,26 @@ private[hive] class

[GitHub] spark pull request #16168: [SPARK-18209][SQL] More robust view canonicalizat...

2016-12-06 Thread hvanhovell
Github user hvanhovell commented on a diff in the pull request: https://github.com/apache/spark/pull/16168#discussion_r91051441 --- Diff: sql/core/src/main/scala/org/apache/spark/sql/execution/command/views.scala --- @@ -207,31 +205,56 @@ case class CreateViewCommand( }

[GitHub] spark pull request #16168: [SPARK-18209][SQL] More robust view canonicalizat...

2016-12-06 Thread hvanhovell
Github user hvanhovell commented on a diff in the pull request: https://github.com/apache/spark/pull/16168#discussion_r91053965 --- Diff: sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/Analyzer.scala --- @@ -509,32 +509,42 @@ class Analyzer( * Replaces

[GitHub] spark pull request #16168: [SPARK-18209][SQL] More robust view canonicalizat...

2016-12-06 Thread hvanhovell
Github user hvanhovell commented on a diff in the pull request: https://github.com/apache/spark/pull/16168#discussion_r91051621 --- Diff: sql/core/src/main/scala/org/apache/spark/sql/execution/command/views.scala --- @@ -207,31 +205,56 @@ case class CreateViewCommand( }

[GitHub] spark issue #16171: [SPARK-18739][ML][PYSPARK] Models in pyspark.classificat...

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[GitHub] spark issue #16170: [SPARK-18634][SQL][TRIVIAL] Touch-up Generate

2016-12-06 Thread viirya
Github user viirya commented on the issue: https://github.com/apache/spark/pull/16170 LGTM --- 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

[GitHub] spark issue #16168: [SPARK-18209][SQL] More robust view canonicalization wit...

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[GitHub] spark issue #16168: [SPARK-18209][SQL] More robust view canonicalization wit...

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[GitHub] spark issue #16171: [SPARK-18739][ML][PYSPARK] Models in pyspark.classificat...

2016-12-06 Thread SparkQA
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[GitHub] spark issue #16171: [SPARK-18739][ML][PYSPARK] Models in pyspark.classificat...

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[GitHub] spark pull request #16168: [SPARK-18209][SQL] More robust view canonicalizat...

2016-12-06 Thread hvanhovell
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[GitHub] spark pull request #16168: [SPARK-18209][SQL] More robust view canonicalizat...

2016-12-06 Thread hvanhovell
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[GitHub] spark pull request #16168: [SPARK-18209][SQL] More robust view canonicalizat...

2016-12-06 Thread hvanhovell
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[GitHub] spark pull request #16168: [SPARK-18209][SQL] More robust view canonicalizat...

2016-12-06 Thread hvanhovell
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[GitHub] spark pull request #16168: [SPARK-18209][SQL] More robust view canonicalizat...

2016-12-06 Thread hvanhovell
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[GitHub] spark pull request #16168: [SPARK-18209][SQL] More robust view canonicalizat...

2016-12-06 Thread hvanhovell
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[GitHub] spark pull request #16168: [SPARK-18209][SQL] More robust view canonicalizat...

2016-12-06 Thread hvanhovell
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[GitHub] spark pull request #16168: [SPARK-18209][SQL] More robust view canonicalizat...

2016-12-06 Thread hvanhovell
Github user hvanhovell commented on a diff in the pull request: https://github.com/apache/spark/pull/16168#discussion_r91051675 --- Diff: sql/core/src/main/scala/org/apache/spark/sql/execution/command/views.scala --- @@ -275,20 +297,26 @@ case class AlterViewAsCommand(

[GitHub] spark pull request #16168: [SPARK-18209][SQL] More robust view canonicalizat...

2016-12-06 Thread hvanhovell
Github user hvanhovell commented on a diff in the pull request: https://github.com/apache/spark/pull/16168#discussion_r91051761 --- Diff: sql/core/src/main/scala/org/apache/spark/sql/execution/command/views.scala --- @@ -275,20 +297,26 @@ case class AlterViewAsCommand(

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