[GitHub] spark issue #14830: [SPARK-16992][PYSPARK][DOCS] import sort and autopep8 on...

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[GitHub] spark pull request #16699: [SPARK-18710][ML] Add offset in GLM

2017-02-13 Thread actuaryzhang
Github user actuaryzhang commented on a diff in the pull request: https://github.com/apache/spark/pull/16699#discussion_r100975590 --- Diff: mllib/src/main/scala/org/apache/spark/ml/regression/GeneralizedLinearRegression.scala --- @@ -944,15 +981,27 @@ class

[GitHub] spark pull request #16699: [SPARK-18710][ML] Add offset in GLM

2017-02-13 Thread actuaryzhang
Github user actuaryzhang commented on a diff in the pull request: https://github.com/apache/spark/pull/16699#discussion_r100975556 --- Diff: mllib/src/main/scala/org/apache/spark/ml/regression/GeneralizedLinearRegression.scala --- @@ -406,6 +435,14 @@ object

[GitHub] spark pull request #16699: [SPARK-18710][ML] Add offset in GLM

2017-02-13 Thread actuaryzhang
Github user actuaryzhang commented on a diff in the pull request: https://github.com/apache/spark/pull/16699#discussion_r100975164 --- Diff: mllib/src/main/scala/org/apache/spark/ml/regression/GeneralizedLinearRegression.scala --- @@ -168,6 +179,7 @@ private[regression] trait

[GitHub] spark pull request #16699: [SPARK-18710][ML] Add offset in GLM

2017-02-13 Thread actuaryzhang
Github user actuaryzhang commented on a diff in the pull request: https://github.com/apache/spark/pull/16699#discussion_r100974912 --- Diff: mllib/src/test/scala/org/apache/spark/ml/regression/GeneralizedLinearRegressionSuite.scala --- @@ -798,77 +798,160 @@ class

[GitHub] spark pull request #16699: [SPARK-18710][ML] Add offset in GLM

2017-02-13 Thread actuaryzhang
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[GitHub] spark issue #16699: [SPARK-18710][ML] Add offset in GLM

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[GitHub] spark issue #16699: [SPARK-18710][ML] Add offset in GLM

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[GitHub] spark issue #16699: [SPARK-18710][ML] Add offset in GLM

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[GitHub] spark issue #16699: [SPARK-18710][ML] Add offset in GLM

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[GitHub] spark issue #16699: [SPARK-18710][ML] Add offset in GLM

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[GitHub] spark issue #16699: [SPARK-18710][ML] Add offset in GLM

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[GitHub] spark issue #16715: [Spark-18080][ML][PYTHON] Python API & Examples for Loca...

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[GitHub] spark pull request #16715: [Spark-18080][ML][PYTHON] Python API & Examples f...

2017-02-13 Thread sethah
Github user sethah commented on a diff in the pull request: https://github.com/apache/spark/pull/16715#discussion_r100970965 --- Diff: mllib/src/main/scala/org/apache/spark/ml/feature/LSH.scala --- @@ -222,17 +222,18 @@ private[ml] abstract class LSHModel[T <: LSHModel[T]] }

[GitHub] spark pull request #16715: [Spark-18080][ML][PYTHON] Python API & Examples f...

2017-02-13 Thread sethah
Github user sethah commented on a diff in the pull request: https://github.com/apache/spark/pull/16715#discussion_r100971720 --- Diff: python/pyspark/ml/feature.py --- @@ -755,6 +945,103 @@ def maxAbs(self): @inherit_doc +class MinHashLSH(JavaEstimator,

[GitHub] spark pull request #16715: [Spark-18080][ML][PYTHON] Python API & Examples f...

2017-02-13 Thread sethah
Github user sethah commented on a diff in the pull request: https://github.com/apache/spark/pull/16715#discussion_r100970887 --- Diff: examples/src/main/scala/org/apache/spark/examples/ml/MinHashLSHExample.scala --- @@ -37,38 +43,45 @@ object MinHashLSHExample { (0,

[GitHub] spark pull request #16715: [Spark-18080][ML][PYTHON] Python API & Examples f...

2017-02-13 Thread sethah
Github user sethah commented on a diff in the pull request: https://github.com/apache/spark/pull/16715#discussion_r100971229 --- Diff: examples/src/main/scala/org/apache/spark/examples/ml/MinHashLSHExample.scala --- @@ -21,9 +21,15 @@ package org.apache.spark.examples.ml //

[GitHub] spark issue #16909: [SPARK-13450] Introduce ExternalAppendOnlyUnsafeRowArray...

2017-02-13 Thread zhzhan
Github user zhzhan commented on the issue: https://github.com/apache/spark/pull/16909 @tejasapatil Do you want to fix the BufferedRowIterator for WholeStageCodegenExec as well? As for inner join, the LinkedList currentRows would cause the same issue as it buffer the rows from inner

[GitHub] spark issue #16913: [SPARK-15531] [DEPLOY] Complement launcher JVM memory se...

2017-02-13 Thread Pashugan
Github user Pashugan commented on the issue: https://github.com/apache/spark/pull/16913 There must be some misunderstanding. May I have a chance you have a look at my micro-patch because it has nothing to do with the driver and its options. In fact, it fixes the call of the "launcher

[GitHub] spark issue #16921: [SPARK-19589][SQL] Removal of SQLGEN files

2017-02-13 Thread jiangxb1987
Github user jiangxb1987 commented on the issue: https://github.com/apache/spark/pull/16921 Thank you for doing this, this looks good to me. --- 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

[GitHub] spark pull request #16919: [SPARK-19585][DOC][SQL] Fix the cacheTable and un...

2017-02-13 Thread asfgit
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[GitHub] spark issue #16919: [SPARK-19585][DOC][SQL] Fix the cacheTable and uncacheTa...

2017-02-13 Thread gatorsmile
Github user gatorsmile commented on the issue: https://github.com/apache/spark/pull/16919 LGTM. Merging to master! --- 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

[GitHub] spark pull request #16901: [SPARK-19565] Improve DAGScheduler tests.

2017-02-13 Thread jinxing64
Github user jinxing64 commented on a diff in the pull request: https://github.com/apache/spark/pull/16901#discussion_r100968529 --- Diff: core/src/test/scala/org/apache/spark/scheduler/DAGSchedulerSuite.scala --- @@ -2161,6 +2161,48 @@ class DAGSchedulerSuite extends SparkFunSuite

[GitHub] spark issue #16901: [SPARK-19565] Improve DAGScheduler tests.

2017-02-13 Thread jinxing64
Github user jinxing64 commented on the issue: https://github.com/apache/spark/pull/16901 @kayousterhout I've refined accordingly. Sorry for the stupid mistake I made. Please take another look at this : ) --- If your project is set up for it, you can reply to this email and have

[GitHub] spark issue #16620: [SPARK-19263] DAGScheduler should avoid sending conflict...

2017-02-13 Thread jinxing64
Github user jinxing64 commented on the issue: https://github.com/apache/spark/pull/16620 @kayousterhout I've refined accordingly, please take another look : ) --- 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

[GitHub] spark issue #16620: [SPARK-19263] DAGScheduler should avoid sending conflict...

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[GitHub] spark issue #16919: [SPARK-19585][DOC][SQL] Fix the cacheTable and uncacheTa...

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[GitHub] spark issue #16715: [Spark-18080][ML][PYTHON] Python API & Examples for Loca...

2017-02-13 Thread SparkQA
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[GitHub] spark pull request #16715: [Spark-18080][ML][PYTHON] Python API & Examples f...

2017-02-13 Thread Yunni
Github user Yunni commented on a diff in the pull request: https://github.com/apache/spark/pull/16715#discussion_r100966548 --- Diff: docs/ml-features.md --- @@ -1558,6 +1558,15 @@ for more details on the API. {% include_example

[GitHub] spark pull request #16715: [Spark-18080][ML][PYTHON] Python API & Examples f...

2017-02-13 Thread Yunni
Github user Yunni commented on a diff in the pull request: https://github.com/apache/spark/pull/16715#discussion_r100966555 --- Diff: python/pyspark/ml/feature.py --- @@ -120,6 +122,198 @@ def getThreshold(self): return self.getOrDefault(self.threshold)

[GitHub] spark pull request #16715: [Spark-18080][ML][PYTHON] Python API & Examples f...

2017-02-13 Thread Yunni
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[GitHub] spark pull request #16715: [Spark-18080][ML][PYTHON] Python API & Examples f...

2017-02-13 Thread Yunni
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[GitHub] spark pull request #16715: [Spark-18080][ML][PYTHON] Python API & Examples f...

2017-02-13 Thread Yunni
Github user Yunni commented on a diff in the pull request: https://github.com/apache/spark/pull/16715#discussion_r100966561 --- Diff: examples/src/main/scala/org/apache/spark/examples/ml/BucketedRandomProjectionLSHExample.scala --- @@ -38,40 +39,45 @@ object

[GitHub] spark pull request #16715: [Spark-18080][ML][PYTHON] Python API & Examples f...

2017-02-13 Thread Yunni
Github user Yunni commented on a diff in the pull request: https://github.com/apache/spark/pull/16715#discussion_r100966545 --- Diff: examples/src/main/java/org/apache/spark/examples/ml/JavaBucketedRandomProjectionLSHExample.java --- @@ -35,6 +35,8 @@ import

[GitHub] spark pull request #16715: [Spark-18080][ML][PYTHON] Python API & Examples f...

2017-02-13 Thread Yunni
Github user Yunni commented on a diff in the pull request: https://github.com/apache/spark/pull/16715#discussion_r100966554 --- Diff: python/pyspark/ml/feature.py --- @@ -120,6 +122,198 @@ def getThreshold(self): return self.getOrDefault(self.threshold)

[GitHub] spark pull request #16715: [Spark-18080][ML][PYTHON] Python API & Examples f...

2017-02-13 Thread Yunni
Github user Yunni commented on a diff in the pull request: https://github.com/apache/spark/pull/16715#discussion_r100966534 --- Diff: python/pyspark/ml/feature.py --- @@ -120,6 +122,198 @@ def getThreshold(self): return self.getOrDefault(self.threshold)

[GitHub] spark pull request #16715: [Spark-18080][ML][PYTHON] Python API & Examples f...

2017-02-13 Thread Yunni
Github user Yunni commented on a diff in the pull request: https://github.com/apache/spark/pull/16715#discussion_r100966539 --- Diff: mllib/src/main/scala/org/apache/spark/ml/feature/BucketedRandomProjectionLSH.scala --- @@ -111,8 +111,8 @@ class BucketedRandomProjectionLSHModel

[GitHub] spark pull request #16715: [Spark-18080][ML][PYTHON] Python API & Examples f...

2017-02-13 Thread Yunni
Github user Yunni commented on a diff in the pull request: https://github.com/apache/spark/pull/16715#discussion_r100966530 --- Diff: python/pyspark/ml/feature.py --- @@ -120,6 +122,198 @@ def getThreshold(self): return self.getOrDefault(self.threshold)

[GitHub] spark pull request #16715: [Spark-18080][ML][PYTHON] Python API & Examples f...

2017-02-13 Thread Yunni
Github user Yunni commented on a diff in the pull request: https://github.com/apache/spark/pull/16715#discussion_r100966537 --- Diff: python/pyspark/ml/feature.py --- @@ -120,6 +122,198 @@ def getThreshold(self): return self.getOrDefault(self.threshold)

[GitHub] spark issue #16672: [SPARK-19329][SQL]Reading from or writing to a datasourc...

2017-02-13 Thread SparkQA
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[GitHub] spark issue #16919: [SPARK-19585][DOC][SQL] Fix the cacheTable and uncacheTa...

2017-02-13 Thread SparkQA
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[GitHub] spark issue #16395: [SPARK-17075][SQL] implemented filter estimation

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[GitHub] spark issue #16672: [SPARK-19329][SQL]Reading from or writing to a datasourc...

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[GitHub] spark issue #16395: [SPARK-17075][SQL] implemented filter estimation

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[GitHub] spark issue #16919: [SPARK-19585][DOC][SQL] Fix the cacheTable and uncacheTa...

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[GitHub] spark issue #16672: [SPARK-19329][SQL]Reading from or writing to a datasourc...

2017-02-13 Thread windpiger
Github user windpiger commented on the issue: https://github.com/apache/spark/pull/16672 @gatorsmile I'd like to take that. https://issues.apache.org/jira/browse/SPARK-19583 Thanks~ --- If your project is set up for it, you can reply to this email and have your reply appear on

[GitHub] spark issue #16919: [SPARK-19585][DOC][SQL] Fix the cacheTable and uncacheTa...

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[GitHub] spark issue #16672: [SPARK-19329][SQL]Reading from or writing to a datasourc...

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[GitHub] spark issue #16395: [SPARK-17075][SQL] implemented filter estimation

2017-02-13 Thread SparkQA
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[GitHub] spark issue #16919: [SPARK-19585][DOC][SQL] Fix the cacheTable and uncacheTa...

2017-02-13 Thread gatorsmile
Github user gatorsmile commented on the issue: https://github.com/apache/spark/pull/16919 test this please --- 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,

[GitHub] spark issue #16921: [SPARK-19589][SQL] Removal of SQLGEN files

2017-02-13 Thread gatorsmile
Github user gatorsmile commented on the issue: https://github.com/apache/spark/pull/16921 cc @hvanhovell @jiangxb1987 --- 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

[GitHub] spark issue #15193: [SQL]RowBasedKeyValueBatch reuse valueRow too

2017-02-13 Thread ooq
Github user ooq commented on the issue: https://github.com/apache/spark/pull/15193 @yaooqinn Do you have any benchmarks on the performance difference? I think pointTo() is pretty cheap. And does the patch pass the tests? I think valueRow is not updated correctly in your patch. ---

[GitHub] spark issue #16739: [SPARK-19399][SPARKR] Add R coalesce API for DataFrame a...

2017-02-13 Thread gatorsmile
Github user gatorsmile commented on the issue: https://github.com/apache/spark/pull/16739 Let me rewrite the test cases in Scala. ```Scala val df = spark.range(0, 1, 1, 5) assert(df.rdd.getNumPartitions == 5)

[GitHub] spark issue #16915: [SPARK-18871][SQL][TESTS] New test cases for IN/NOT IN s...

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[GitHub] spark issue #16920: [MINOR][DOCS] Add jira url in pull request description

2017-02-13 Thread uncleGen
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[GitHub] spark pull request #16672: [SPARK-19329][SQL]Reading from or writing to a da...

2017-02-13 Thread windpiger
Github user windpiger commented on a diff in the pull request: https://github.com/apache/spark/pull/16672#discussion_r100963830 --- Diff: sql/core/src/test/scala/org/apache/spark/sql/execution/command/DDLSuite.scala --- @@ -1816,4 +1816,127 @@ class DDLSuite extends QueryTest

[GitHub] spark issue #16921: [SPARK-19589][SQL] Removal of SQLGEN files

2017-02-13 Thread AmplabJenkins
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[GitHub] spark issue #16921: [SPARK-19589][SQL] Removal of SQLGEN files

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[GitHub] spark issue #16920: [MINOR][DOCS] Add jira url in pull request description

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[GitHub] spark issue #16920: [MINOR][DOCS] Add jira url in pull request description

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[GitHub] spark issue #16920: [MINOR][DOCS] Add jira url in pull request description

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[GitHub] spark issue #16921: [SPARK-19589][SQL] Removal of SQLGEN files

2017-02-13 Thread SparkQA
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[GitHub] spark issue #16922: [SPARK-19590][pyspark][ML] Update the document for Quant...

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[GitHub] spark issue #16922: [SPARK-19590][pyspark][ML] Update the document for Quant...

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[GitHub] spark issue #16922: [SPARK-19590][pyspark][ML] Update the document for Quant...

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[GitHub] spark issue #16674: [SPARK-19331][SQL][TESTS] Improve the test coverage of S...

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[GitHub] spark issue #16674: [SPARK-19331][SQL][TESTS] Improve the test coverage of S...

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[GitHub] spark issue #16674: [SPARK-19331][SQL][TESTS] Improve the test coverage of S...

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[GitHub] spark issue #16818: [SPARK-19451][SQL][Core] Underlying integer overflow in ...

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[GitHub] spark issue #16818: [SPARK-19451][SQL][Core] Underlying integer overflow in ...

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[GitHub] spark issue #16818: [SPARK-19451][SQL][Core] Underlying integer overflow in ...

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[GitHub] spark issue #16922: [SPARK-19590][pyspark][ML] Update the document for Quant...

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[GitHub] spark issue #16922: [SPARK-19590][pyspark][ML] Update the document for Quant...

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[GitHub] spark issue #16922: [SPARK-19590][pyspark][ML] Update the document for Quant...

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[GitHub] spark pull request #16918: [SPARK-19584] [SS] [DOCS] update structured strea...

2017-02-13 Thread zsxwing
Github user zsxwing commented on a diff in the pull request: https://github.com/apache/spark/pull/16918#discussion_r100961000 --- Diff: docs/structured-streaming-kafka-integration.md --- @@ -119,6 +119,124 @@ ds3.selectExpr("CAST(key AS STRING)", "CAST(value AS STRING)")

[GitHub] spark issue #16922: [SPARK-19590][pyspark][ML] Update the document for Quant...

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[GitHub] spark issue #16922: [SPARK-19590][pyspark][ML] Update the document for Quant...

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[GitHub] spark issue #16922: [SPARK-19590][pyspark][ML] Update the document for Quant...

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[GitHub] spark issue #16922: [SPARK-19590][pyspark][ML] Update the document for Quant...

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[GitHub] spark issue #16922: [SPARK-19590][pyspark][ML] Update the document for Quant...

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[GitHub] spark issue #16922: [SPARK-19590][pyspark][ML] Update the document for Quant...

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[GitHub] spark issue #16922: [SPARK-19590][pyspark][ML] Update the document for Quant...

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[GitHub] spark issue #16922: [SPARK-19590][pyspark][ML] Update the document for Quant...

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[GitHub] spark issue #16922: [SPARK-19590][pyspark][ML] Update the document for Quant...

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[GitHub] spark issue #16922: [SPARK-19590][pyspark][ML] Update the document for Quant...

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[GitHub] spark issue #16922: [SPARK-19590][pyspark][ML] Update the document for Quant...

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[GitHub] spark issue #16922: [SPARK-19590][pyspark][ML] Update the document for Quant...

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