[GitHub] spark pull request: [SPARK-11184] [MLLIB] Declare most of .mllib c...

2015-10-26 Thread srowen
Github user srowen commented on the pull request:

https://github.com/apache/spark/pull/9169#issuecomment-151396799
  
Thanks! On `@Experimental`, I assume it simply means that it is intended 
for end users (i.e. not a `@DeveloperApi`) but may be removed or changed at any 
time (without even deprecation). 

While it seems nice to try to keep these stable or use deprecation, as you 
say, it tends to make them act like stable methods. This can be a small problem 
if an API is added under the theory that it's just `@Experimental` and is thus 
low-risk, but is then treated like it can't be changed. 

I imagine that most users don't pay a lot of attention to the tag, and 
therefore might generally be surprised if such a method went away. I think all 
of this simply argues for more rapidly reflecting reality: lots of 
`@Experimental` methods are long since really stable and should be untagged. 
This is a good first crack at that.

I'll put down a to-do to do the same for core and streaming, as I think 
most of those tags can probably go.


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[GitHub] spark pull request: [SPARK-2629][STREAMING] Basic implementation o...

2015-10-26 Thread jerryshao
Github user jerryshao commented on a diff in the pull request:

https://github.com/apache/spark/pull/9256#discussion_r43089007
  
--- Diff: 
streaming/src/main/scala/org/apache/spark/streaming/TrackStateSpec.scala ---
@@ -0,0 +1,111 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.spark.streaming
+
+import scala.reflect.ClassTag
+
+import org.apache.spark.{HashPartitioner, Partitioner}
+import org.apache.spark.api.java.JavaPairRDD
+import org.apache.spark.rdd.RDD
+
+
+/**
+ * Abstract class having all the specifications of 
DStream.trackStateByKey().
+ * Use the `TrackStateSpec.create()` or `TrackStateSpec.create()` to 
create instances of this class.
+ *
+ * {{{
+ *TrackStateSpec(trackingFunction)// in Scala
+ *TrackStateSpec.create(trackingFunction) // in Java
+ * }}}
+ */
+sealed abstract class TrackStateSpec[K: ClassTag, V: ClassTag, S: 
ClassTag, T: ClassTag]
+  extends Serializable {
+
+  def initialState(rdd: RDD[(K, S)]): this.type
+  def initialState(javaPairRDD: JavaPairRDD[K, S]): this.type
+
+  def numPartitions(numPartitions: Int): this.type
+  def partitioner(partitioner: Partitioner): this.type
+
+  def timeout(interval: Duration): this.type
+}
+
+
+/** Builder object for creating instances of TrackStateSpec */
+object TrackStateSpec {
+
+  def apply[K: ClassTag, V: ClassTag, S: ClassTag, T: ClassTag](
+  trackingFunction: (K, Option[V], State[S]) => Option[T]): 
TrackStateSpec[K, V, S, T] = {
+new TrackStateSpecImpl[K, V, S, T](trackingFunction)
+  }
+
+  def create[K: ClassTag, V: ClassTag, S: ClassTag, T: ClassTag](
+  trackingFunction: (K, Option[V], State[S]) => Option[T]): 
TrackStateSpec[K, V, S, T] = {
+apply(trackingFunction)
+  }
--- End diff --

I think here Java friendly constructor is necessary, `create` might not be 
directly used in Java code.


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[GitHub] spark pull request: [SPARK-11297] Add new code tags

2015-10-26 Thread asfgit
Github user asfgit closed the pull request at:

https://github.com/apache/spark/pull/9265


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[GitHub] spark pull request: [SAPRK-8546] Add PMML export for Naive Bayes

2015-10-26 Thread mengxr
Github user mengxr commented on the pull request:

https://github.com/apache/spark/pull/9057#issuecomment-151396091
  
@yinxusen Could you update the PR title? `SAPRK` is a typo.


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[GitHub] spark pull request: [SPARK-11297] Add new code tags

2015-10-26 Thread mengxr
Github user mengxr commented on the pull request:

https://github.com/apache/spark/pull/9265#issuecomment-151396021
  
LGTM. Merged into master. Thanks!


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[GitHub] spark pull request: [SPARK-2960][Deploy] Support executing Spark f...

2015-10-26 Thread jerryshao
Github user jerryshao commented on a diff in the pull request:

https://github.com/apache/spark/pull/8669#discussion_r43088776
  
--- Diff: bin/beeline ---
@@ -23,8 +23,10 @@
 # Enter posix mode for bash
 set -o posix
 
-# Figure out where Spark is installed
-FWDIR="$(cd "`dirname "$0"`"/..; pwd)"
+# Figure out if SPARK_HOME is set
+if [ -z "${SPARK_HOME}" ]; then
+export SPARK_HOME="$(cd "`dirname "$0"`"/..; pwd)"
--- End diff --

Thanks @srowen for your comments, I will change to the 2-space indent.


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[GitHub] spark pull request: [SPARK-2629][STREAMING] Basic implementation o...

2015-10-26 Thread jerryshao
Github user jerryshao commented on a diff in the pull request:

https://github.com/apache/spark/pull/9256#discussion_r43088697
  
--- Diff: streaming/src/main/scala/org/apache/spark/streaming/State.scala 
---
@@ -0,0 +1,138 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.spark.streaming
+
+/**
+ * Abstract class for getting and updating the tracked state in the 
`trackStateByKey` operation of
+ * [[org.apache.spark.streaming.dstream.PairDStreamFunctions pair 
DStream]] and
+ * [[org.apache.spark.streaming.api.java.JavaPairDStream]].
+ * {{{
+ *
+ * }}}
+ */
+sealed abstract class State[S] {
+  
+  /** Whether the state already exists */
+  def exists(): Boolean
+  
+  /**
+   * Get the state if it exists, otherwise wise it will throw an exception.
+   * Check with `exists()` whether the state exists or not before calling 
`get()`.
+   */
+  def get(): S
+
+  /**
+   * Update the state with a new value. Note that you cannot update the 
state if the state is
+   * timing out (that is, `isTimingOut() return true`, or if the state has 
already been removed by
+   * `remove()`.
+   */
+  def update(newState: S): Unit
+
+  /** Remove the state if it exists. */
+  def remove(): Unit
+
+  /** Is the state going to be timed out by the system after this batch 
interval */
+  def isTimingOut(): Boolean
+
+  @inline final def getOption(): Option[S] = Option(get())
+
+  /** Get the state if it exists, otherwise return the default value */
+  @inline final def getOrElse[S1 >: S](default: => S1): S1 = {
+if (exists) this.get else default
+  }
+
+  @inline final override def toString() = getOption.map { _.toString 
}.getOrElse("")
+}
+
+/** Internal implementation of the [[State]] interface */
+private[streaming] class StateImpl[S] extends State[S] {
+
+  private var state: S = null.asInstanceOf[S]
+  private var defined: Boolean = true
+  private var timingOut: Boolean = false
+  private var updated: Boolean = false
+  private var removed: Boolean = false
+
+  // = Public API =
+  def exists(): Boolean = {
+defined
+  }
+
+  def get(): S = {
+state
+  }
+
+  def update(newState: S): Unit = {
+require(!removed, "Cannot update the state after it has been removed")
+require(!timingOut, "Cannot update the state that is timing out")
+state = newState
--- End diff --

Is this required for defensive guard `require(!updated, "cannot update the 
state this is already updated")`? 




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[GitHub] spark pull request: [SPARK-2960][Deploy] Support executing Spark f...

2015-10-26 Thread srowen
Github user srowen commented on a diff in the pull request:

https://github.com/apache/spark/pull/8669#discussion_r43088465
  
--- Diff: bin/beeline ---
@@ -23,8 +23,10 @@
 # Enter posix mode for bash
 set -o posix
 
-# Figure out where Spark is installed
-FWDIR="$(cd "`dirname "$0"`"/..; pwd)"
+# Figure out if SPARK_HOME is set
+if [ -z "${SPARK_HOME}" ]; then
+export SPARK_HOME="$(cd "`dirname "$0"`"/..; pwd)"
--- End diff --

Yes, I very much like how this has standardized everything to use 
`SPARK_HOME` instead of `FWDIR`, and doesn't overwrite the value if already 
set. (Nit: all of the occurrences of this line have a 4-space indent instead of 
2)

LGTM; does anyone see a reason this isn't a good idea? I suppose now 
`SPARK_HOME`, if set, has an effect everywhere, but it looks like the desired 
effect. Docs also make reference to `SPARK_HOME` as if it has this effect.


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[GitHub] spark pull request: [SPARK-2629][STREAMING] Basic implementation o...

2015-10-26 Thread jerryshao
Github user jerryshao commented on a diff in the pull request:

https://github.com/apache/spark/pull/9256#discussion_r43088193
  
--- Diff: streaming/src/main/scala/org/apache/spark/streaming/State.scala 
---
@@ -0,0 +1,138 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.spark.streaming
+
+/**
+ * Abstract class for getting and updating the tracked state in the 
`trackStateByKey` operation of
+ * [[org.apache.spark.streaming.dstream.PairDStreamFunctions pair 
DStream]] and
+ * [[org.apache.spark.streaming.api.java.JavaPairDStream]].
+ * {{{
+ *
+ * }}}
+ */
+sealed abstract class State[S] {
+  
+  /** Whether the state already exists */
+  def exists(): Boolean
+  
+  /**
+   * Get the state if it exists, otherwise wise it will throw an exception.
+   * Check with `exists()` whether the state exists or not before calling 
`get()`.
+   */
+  def get(): S
+
+  /**
+   * Update the state with a new value. Note that you cannot update the 
state if the state is
+   * timing out (that is, `isTimingOut() return true`, or if the state has 
already been removed by
+   * `remove()`.
+   */
+  def update(newState: S): Unit
+
+  /** Remove the state if it exists. */
+  def remove(): Unit
+
+  /** Is the state going to be timed out by the system after this batch 
interval */
+  def isTimingOut(): Boolean
+
+  @inline final def getOption(): Option[S] = Option(get())
+
+  /** Get the state if it exists, otherwise return the default value */
+  @inline final def getOrElse[S1 >: S](default: => S1): S1 = {
--- End diff --

Not sure is this "call-by-name" parameter Java friendly? Assuming this 
`State` should also be used in Java code :).


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[GitHub] spark pull request: [SPARK-2960][Deploy] Support executing Spark f...

2015-10-26 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/8669#issuecomment-151393309
  
Test PASSed.
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[GitHub] spark pull request: [SPARK-2960][Deploy] Support executing Spark f...

2015-10-26 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/8669#issuecomment-151393307
  
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[GitHub] spark pull request: [SPARK-2960][Deploy] Support executing Spark f...

2015-10-26 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/8669#issuecomment-151393236
  
**[Test build #44400 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/44400/consoleFull)**
 for PR 8669 at commit 
[`c796397`](https://github.com/apache/spark/commit/c796397da5159335de3c11e62ecedc427a9c5a64).
 * This patch passes all tests.
 * This patch merges cleanly.
 * This patch adds the following public classes _(experimental)_:\n  * `
\"$`\n  * `\"$`\n  * `exec \"$`\n  * `exec \"$`\n  * `  nohup nice -n 
\"$SPARK_NICENESS\" \"$`\n  * `  nohup nice -n \"$SPARK_NICENESS\" \"$`\n  
* `  \"$`\n


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[GitHub] spark pull request: [SPARK-10484][SQL] Optimize the cartesian join...

2015-10-26 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/8652#issuecomment-151391381
  
**[Test build #44410 has 
started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/44410/consoleFull)**
 for PR 8652 at commit 
[`7fda511`](https://github.com/apache/spark/commit/7fda51170c1c994c608be9e362f5464990b3204f).


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[GitHub] spark pull request: [SPARK-10484][SQL] Optimize the cartesian join...

2015-10-26 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/8652#issuecomment-151389719
  
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[GitHub] spark pull request: [SPARK-10484][SQL] Optimize the cartesian join...

2015-10-26 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/8652#issuecomment-151389533
  
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[GitHub] spark pull request: [SPARK-11334] numRunningTasks can't be less th...

2015-10-26 Thread jerryshao
Github user jerryshao commented on the pull request:

https://github.com/apache/spark/pull/9288#issuecomment-151385860
  
IMHO, would it be better to fix this unexpected ordering of events, from my 
understanding, `SparkListenerTaskEnd` should be triggered before 
`SparkListenerStageCompleted `, right? I think that's root cause should be 
fixed, rather than adding some guard codes in dynamic allocation.


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[GitHub] spark pull request: [SPARK-11225]Prevent generate empty file

2015-10-26 Thread viper-kun
Github user viper-kun commented on the pull request:

https://github.com/apache/spark/pull/9191#issuecomment-151385025
  
@JoshRosen 

Is it ok? If it doesn't work, I will close this pr.


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[GitHub] spark pull request: [SPARK-11340][SPARKR] Support setting driver p...

2015-10-26 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9290#issuecomment-151383876
  
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[GitHub] spark pull request: [SPARK-11340][SPARKR] Support setting driver p...

2015-10-26 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9290#issuecomment-151383877
  
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[GitHub] spark pull request: [SPARK-11340][SPARKR] Support setting driver p...

2015-10-26 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9290#issuecomment-151383814
  
**[Test build #44409 has 
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 for PR 9290 at commit 
[`5ecc9e0`](https://github.com/apache/spark/commit/5ecc9e09874c1bd63d4712412777aef4f2eb5afb).
 * This patch passes all tests.
 * This patch merges cleanly.
 * This patch adds no public classes.


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[GitHub] spark pull request: [SPARK-11340][SPARKR] Support setting driver p...

2015-10-26 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9290#issuecomment-151382025
  
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[GitHub] spark pull request: [SPARK-11210][SPARKR] Add window functions int...

2015-10-26 Thread felixcheung
Github user felixcheung commented on the pull request:

https://github.com/apache/spark/pull/9196#issuecomment-151381136
  
looks good!



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[GitHub] spark pull request: [SPARK-11340][SPARKR] Support setting driver p...

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[GitHub] spark pull request: [SPARK-11340][SPARKR] Support setting driver p...

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[GitHub] spark pull request: [SPARK-11340][SPARKR] Support setting driver p...

2015-10-26 Thread SparkQA
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https://github.com/apache/spark/pull/9290#issuecomment-151380796
  
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 * This patch passes all tests.
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[GitHub] spark pull request: [SPARK-11340][SPARKR] Support setting driver p...

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[GitHub] spark pull request: [SPARK-11340][SPARKR] Support setting driver p...

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[GitHub] spark pull request: [SPARK-11210][SPARKR] Add window functions int...

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[GitHub] spark pull request: [SPARK-11210][SPARKR] Add window functions int...

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[GitHub] spark pull request: [SPARK-11210][SPARKR] Add window functions int...

2015-10-26 Thread SparkQA
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https://github.com/apache/spark/pull/9196#issuecomment-151379670
  
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 * This patch passes all tests.
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 * This patch adds the following public classes _(experimental)_:\n  * 
`public class JavaCountVectorizerExample `\n  * `public class JavaTfIdfExample 
`\n  * `public class JavaWord2VecExample `\n


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[GitHub] spark pull request: [SPARK-9319][SPARKR] Add support for setting c...

2015-10-26 Thread felixcheung
Github user felixcheung commented on the pull request:

https://github.com/apache/spark/pull/9218#issuecomment-151379530
  
@sun-rui That's a great point, `coltypes()` as its signature is defined, 
would only return a list of simple types.
But how would one create a DataFrame with complex type from R? I tried a 
bit and couldn't get it to work. Either I get `Unsupported type for DataFrame: 
factor` or `unexpected type: environment` 


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[GitHub] spark pull request: [SPARK-11297] Add new code tags

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[GitHub] spark pull request: [SPARK-11297] Add new code tags

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[GitHub] spark pull request: [SPARK-11297] Add new code tags

2015-10-26 Thread SparkQA
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https://github.com/apache/spark/pull/9265#issuecomment-151379513
  
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`\n  * `public class JavaWord2VecExample `\n


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[GitHub] spark pull request: [SPARK-11341][SQL] Given non-zero ordinal toRo...

2015-10-26 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9292#issuecomment-151379305
  
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[GitHub] spark pull request: [SPARK-11340][SPARKR] Support setting driver p...

2015-10-26 Thread felixcheung
Github user felixcheung commented on the pull request:

https://github.com/apache/spark/pull/9290#issuecomment-151378899
  
I checked, the user could also set SPARK_DRIVER_MEMORY before running 
`sparkR.init()`

https://github.com/apache/spark/blob/master/core/src/main/scala/org/apache/spark/deploy/SparkSubmitArguments.scala#L157


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[GitHub] spark pull request: [SPARK-11334] numRunningTasks can't be less th...

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[GitHub] spark pull request: [SPARK-2960][Deploy] Support executing Spark f...

2015-10-26 Thread SparkQA
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https://github.com/apache/spark/pull/8669#issuecomment-151378760
  
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[GitHub] spark pull request: [SPARK-11334] numRunningTasks can't be less th...

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[GitHub] spark pull request: [SPARK-11334] numRunningTasks can't be less th...

2015-10-26 Thread SparkQA
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https://github.com/apache/spark/pull/9288#issuecomment-151378473
  
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 * This patch passes all tests.
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[GitHub] spark pull request: [SPARK-11341][SQL] Given non-zero ordinal toRo...

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https://github.com/apache/spark/pull/9292#issuecomment-151378248
  
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[GitHub] spark pull request: [SPARK-11341][SQL] Given non-zero ordinal toRo...

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[GitHub] spark pull request: [SPARK-2960][Deploy] Support executing Spark f...

2015-10-26 Thread AmplabJenkins
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[GitHub] spark pull request: [SPARK-11340][SPARKR] Support setting driver p...

2015-10-26 Thread SparkQA
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https://github.com/apache/spark/pull/9290#issuecomment-151378199
  
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[GitHub] spark pull request: [SPARK-2960][Deploy] Support executing Spark f...

2015-10-26 Thread AmplabJenkins
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[GitHub] spark pull request: [SPARK-11338][WebUI] Prepend app links on Hist...

2015-10-26 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9291#issuecomment-151378251
  
Can one of the admins verify this patch?


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[GitHub] spark pull request: [SPARK-11341][SQL] Given non-zero ordinal toRo...

2015-10-26 Thread viirya
GitHub user viirya opened a pull request:

https://github.com/apache/spark/pull/9292

[SPARK-11341][SQL] Given non-zero ordinal toRow in the encoders of 
primitive types will cause problem

JIRA: https://issues.apache.org/jira/browse/SPARK-11341

The toRow in LongEncoder, IntEncoder writes given ordinal of an unsafe row 
with only one field. Since the ordinal is parametric. If given non-zero 
ordinal, it will cause problem.



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

$ git pull https://github.com/viirya/spark-1 fix-ordinal

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

https://github.com/apache/spark/pull/9292.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 #9292


commit 0506fa738089573cd3fd97629b24add26118e178
Author: Liang-Chi Hsieh 
Date:   2015-10-27T05:13:19Z

Given non-zero ordinal will cause problem.




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[GitHub] spark pull request: [SPARK-11341][SQL] Given non-zero ordinal toRo...

2015-10-26 Thread viirya
Github user viirya commented on the pull request:

https://github.com/apache/spark/pull/9292#issuecomment-151378144
  
ping @marmbrus 


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[GitHub] spark pull request: [SPARK-11297] Add new code tags

2015-10-26 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9265#issuecomment-151378091
  
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[GitHub] spark pull request: [SPARK-2960][Deploy] Support executing Spark f...

2015-10-26 Thread jerryshao
Github user jerryshao commented on the pull request:

https://github.com/apache/spark/pull/8669#issuecomment-151377956
  
Jenkins, retest this please.


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[GitHub] spark pull request: [SPARK-11338][WebUI] Prepend app links on Hist...

2015-10-26 Thread ckadner
GitHub user ckadner opened a pull request:

https://github.com/apache/spark/pull/9291

[SPARK-11338][WebUI] Prepend app links on HistoryPage with uiRoot path

- `HistoryPage.scala` ...prepending all page links with the web proxy 
(`uiRoot`) path
- `HistoryServerSuite.scala` ...adding a test case to verify all 
site-relative links are prefixed when the environment variable 
`APPLICATION_WEB_PROXY_BASE` (or System property `spark.ui.proxyBase`) is set

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

$ git pull https://github.com/ckadner/spark SPARK-11338

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

https://github.com/apache/spark/pull/9291.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 #9291


commit 8bcb3dc16dd07916ef829bceced46f1d436d1b10
Author: Christian Kadner 
Date:   2015-10-27T05:07:33Z

[SPARK-11338][WebUI] Prepend application links on HistoryPage with uiRoot 
path




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[GitHub] spark pull request: [SPARK-11210][SPARKR] Add window functions int...

2015-10-26 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9196#issuecomment-151377883
  
**[Test build #44404 has 
started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/44404/consoleFull)**
 for PR 9196 at commit 
[`2e84e2d`](https://github.com/apache/spark/commit/2e84e2d7e04de1a86c3eb1a24944a3b5b12a97e1).


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[GitHub] spark pull request: [SPARK-8029][core][wip] first successful shuff...

2015-10-26 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9214#issuecomment-151377803
  
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[GitHub] spark pull request: [SPARK-8029][core][wip] first successful shuff...

2015-10-26 Thread AmplabJenkins
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https://github.com/apache/spark/pull/9214#issuecomment-151377802
  
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[GitHub] spark pull request: [SPARK-8029][core][wip] first successful shuff...

2015-10-26 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9214#issuecomment-151377734
  
**[Test build #44399 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/44399/consoleFull)**
 for PR 9214 at commit 
[`4b7c71a`](https://github.com/apache/spark/commit/4b7c71a938d69be93baecb8ce320a2151b7a4658).
 * This patch **fails Spark unit tests**.
 * This patch merges cleanly.
 * This patch adds the following public classes _(experimental)_:\n  * 
`case class ShuffleMapStatusBlockId(shuffleId: Int, mapId: Int) extends BlockId 
`\n


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[GitHub] spark pull request: [SPARK-11297] Add new code tags

2015-10-26 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9265#issuecomment-151377428
  
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[GitHub] spark pull request: [SPARK-11340][SPARKR] Support setting driver p...

2015-10-26 Thread felixcheung
Github user felixcheung commented on the pull request:

https://github.com/apache/spark/pull/9290#issuecomment-151377437
  
Manual testing with:

```
library(SparkR, lib.loc='/opt/spark-1.6.0-bin-hadoop2.6/R/lib')
sc <- sparkR.init(master = "local[*]", sparkEnvir = 
list(spark.driver.memory = "2g"))
```

before

![image](https://cloud.githubusercontent.com/assets/8969467/10750094/904518ee-7c2e-11e5-8800-c67d45b13183.png)

after

![image](https://cloud.githubusercontent.com/assets/8969467/10750097/960b95be-7c2e-11e5-9669-53b6a3fc7665.png)



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[GitHub] spark pull request: [SPARK-11340][SPARKR] Support setting driver p...

2015-10-26 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9290#issuecomment-151377429
  
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[GitHub] spark pull request: [SPARK-11340][SPARKR] Support setting driver p...

2015-10-26 Thread AmplabJenkins
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https://github.com/apache/spark/pull/9290#issuecomment-151377420
  
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[GitHub] spark pull request: [SPARK-11297] Add new code tags

2015-10-26 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9265#issuecomment-151377421
  
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[GitHub] spark pull request: [SPARK-11340][SPARKR] Support setting driver p...

2015-10-26 Thread felixcheung
GitHub user felixcheung opened a pull request:

https://github.com/apache/spark/pull/9290

[SPARK-11340][SPARKR] Support setting driver properties when starting Spark 
from R programmatically or from RStudio

Mapping spark.driver.memory from sparkEnvir to spark-submit commandline 
arguments.

@shivaram suggested that we possibly add other spark.driver.* properties - 
do we want to add all of those? I thought those could be set in SparkConf?
@sun-rui 

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

$ git pull https://github.com/felixcheung/spark rdrivermem

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

https://github.com/apache/spark/pull/9290.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 #9290


commit d3f8d280098f42615c4d63d64d8797c8c76a8970
Author: felixcheung 
Date:   2015-10-27T05:07:49Z

Support setting spark.driver.memory from sparkEnvir when launching JVM 
backend




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[GitHub] spark pull request: [SPARK-11210][SPARKR] Add window functions int...

2015-10-26 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9196#issuecomment-151377012
  
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[GitHub] spark pull request: [SPARK-11210][SPARKR] Add window functions int...

2015-10-26 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9196#issuecomment-151377023
  
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[GitHub] spark pull request: [SPARK-11210][SPARKR][WIP] Add window function...

2015-10-26 Thread sun-rui
Github user sun-rui commented on the pull request:

https://github.com/apache/spark/pull/9196#issuecomment-151376631
  
Rebased to master


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[GitHub] spark pull request: [SPARK-11297] Add new code tags

2015-10-26 Thread yinxusen
Github user yinxusen commented on the pull request:

https://github.com/apache/spark/pull/9265#issuecomment-151376585
  
@mengxr The simplest way to change the view is adding a css font constrain:

```css
div .highlight pre {
  font-size: 12px;
}
```

It controls the elements inslide `xx`. I also check the font sizes of 
other code examples, and they are 12px, which is defined in bootstrap.min.css. 
Instead of changing the code tag, I think modifing the css is better.


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[GitHub] spark pull request: [SPARK-10654][MLlib] Add columnSimilarities to...

2015-10-26 Thread asfgit
Github user asfgit closed the pull request at:

https://github.com/apache/spark/pull/8792


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[GitHub] spark pull request: [SPARK-10654][MLlib] Add columnSimilarities to...

2015-10-26 Thread mengxr
Github user mengxr commented on the pull request:

https://github.com/apache/spark/pull/8792#issuecomment-151376315
  
LGTM. Merged into master. Thanks!


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[GitHub] spark pull request: [SPARK-10286][ML][PySpark][Docs] Add @since an...

2015-10-26 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9275#issuecomment-151376263
  
**[Test build #44403 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/44403/consoleFull)**
 for PR 9275 at commit 
[`ccdc82e`](https://github.com/apache/spark/commit/ccdc82e6bcc3df60dc6714f3534a840644929cfe).
 * This patch **fails PySpark unit tests**.
 * This patch merges cleanly.
 * This patch adds no public classes.


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[GitHub] spark pull request: [SPARK-10286][ML][PySpark][Docs] Add @since an...

2015-10-26 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9275#issuecomment-151376285
  
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[GitHub] spark pull request: [SPARK-10286][ML][PySpark][Docs] Add @since an...

2015-10-26 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9275#issuecomment-151376284
  
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[GitHub] spark pull request: [SPARK-10263] [ML] Add @Since annotation to ml...

2015-10-26 Thread mengxr
Github user mengxr commented on the pull request:

https://github.com/apache/spark/pull/8935#issuecomment-151376098
  
@hiross Sorry for my slow response! Please check the public API instead of 
line changes. The former is more accurate. The PR has merge conflicts with the 
master branch. Could you merge current master and resolve conflicts? Thanks!

@yu-iskw Could you help review this PR?


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[GitHub] spark pull request: [SPARK-10263] [ML] Add @Since annotation to ml...

2015-10-26 Thread mengxr
Github user mengxr commented on a diff in the pull request:

https://github.com/apache/spark/pull/8935#discussion_r43084418
  
--- Diff: mllib/src/main/scala/org/apache/spark/ml/Pipeline.scala ---
@@ -82,8 +82,11 @@ abstract class PipelineStage extends Params with Logging 
{
  * an identity transformer.
  */
 @Experimental
-class Pipeline(override val uid: String) extends Estimator[PipelineModel] {
+@Since("1.5.0")
+class Pipeline(
+@Since("1.5.0") override val uid: String) extends 
Estimator[PipelineModel] {
--- End diff --

`uid` should be since 1.4.


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[GitHub] spark pull request: [SPARK-10263] [ML] Add @Since annotation to ml...

2015-10-26 Thread mengxr
Github user mengxr commented on a diff in the pull request:

https://github.com/apache/spark/pull/8935#discussion_r43084419
  
--- Diff: mllib/src/main/scala/org/apache/spark/ml/Pipeline.scala ---
@@ -82,8 +82,11 @@ abstract class PipelineStage extends Params with Logging 
{
  * an identity transformer.
  */
 @Experimental
-class Pipeline(override val uid: String) extends Estimator[PipelineModel] {
+@Since("1.5.0")
+class Pipeline(
+@Since("1.5.0") override val uid: String) extends 
Estimator[PipelineModel] {
 
+  @Since("1.5.0")
--- End diff --

This is since 1.2 as well.


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[GitHub] spark pull request: [SPARK-10263] [ML] Add @Since annotation to ml...

2015-10-26 Thread mengxr
Github user mengxr commented on a diff in the pull request:

https://github.com/apache/spark/pull/8935#discussion_r43084417
  
--- Diff: mllib/src/main/scala/org/apache/spark/ml/Pipeline.scala ---
@@ -82,8 +82,11 @@ abstract class PipelineStage extends Params with Logging 
{
  * an identity transformer.
  */
 @Experimental
-class Pipeline(override val uid: String) extends Estimator[PipelineModel] {
+@Since("1.5.0")
--- End diff --

`Pipeline` was introduced in 1.2.


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[GitHub] spark pull request: [SPARK-8542][MLlib]PMML export for Decision Tr...

2015-10-26 Thread yinxusen
Github user yinxusen commented on the pull request:

https://github.com/apache/spark/pull/7842#issuecomment-151375671
  
@mengxr Sure I'll reivew it.


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[GitHub] spark pull request: [SAPRK-8546] Add PMML export for Naive Bayes

2015-10-26 Thread mengxr
Github user mengxr commented on a diff in the pull request:

https://github.com/apache/spark/pull/9057#discussion_r43084336
  
--- Diff: 
mllib/src/main/scala/org/apache/spark/mllib/classification/NaiveBayes.scala ---
@@ -19,6 +19,8 @@ package org.apache.spark.mllib.classification
 
 import java.lang.{Iterable => JIterable}
 
+import org.apache.spark.mllib.pmml.PMMLExportable
--- End diff --

organize imports


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[GitHub] spark pull request: [SPARK-10286][ML][PySpark][Docs] Add @since an...

2015-10-26 Thread lidinghao
Github user lidinghao commented on the pull request:

https://github.com/apache/spark/pull/9275#issuecomment-151375697
  
@mengxr Ok, I will add the versionadded


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[GitHub] spark pull request: [SAPRK-8546] Add PMML export for Naive Bayes

2015-10-26 Thread mengxr
Github user mengxr commented on a diff in the pull request:

https://github.com/apache/spark/pull/9057#discussion_r43084342
  
--- Diff: 
mllib/src/main/scala/org/apache/spark/mllib/pmml/export/NaiveBayesPMMLModelExport.scala
 ---
@@ -0,0 +1,93 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.spark.mllib.pmml.export
+
+import scala.{Array => SArray}
--- End diff --

It might be useful to include a comment explaining why we need to rename 
`Array`.


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[GitHub] spark pull request: [SAPRK-8546] Add PMML export for Naive Bayes

2015-10-26 Thread mengxr
Github user mengxr commented on the pull request:

https://github.com/apache/spark/pull/9057#issuecomment-151375621
  
@JasmineGeorge Could you make a pass?


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[GitHub] spark pull request: [SPARK-8542][MLlib]PMML export for Decision Tr...

2015-10-26 Thread mengxr
Github user mengxr commented on the pull request:

https://github.com/apache/spark/pull/7842#issuecomment-151375567
  
@JasmineGeorge Sorry for late response! We are running out of code review 
bandwidth. How about you and @yinxusen helping review each other's PR? His PR 
is at https://github.com/apache/spark/pull/9057.

@yinxusen Please let me know whether you can make another pass on this PR. 
Thanks!


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[GitHub] spark pull request: [SPARK-11209][SPARKR] Add window functions int...

2015-10-26 Thread sun-rui
Github user sun-rui commented on the pull request:

https://github.com/apache/spark/pull/9193#issuecomment-151375443
  
@shivaram, for your suggestion that "we should a make a list of functions 
that we mask and are incompatible", I submitted 
https://issues.apache.org/jira/browse/SPARK-11339


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[GitHub] spark pull request: [SPARK-11184] [MLLIB] Declare most of .mllib c...

2015-10-26 Thread asfgit
Github user asfgit closed the pull request at:

https://github.com/apache/spark/pull/9169


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[GitHub] spark pull request: [SPARK-11184] [MLLIB] Declare most of .mllib c...

2015-10-26 Thread mengxr
Github user mengxr commented on the pull request:

https://github.com/apache/spark/pull/9169#issuecomment-151375298
  
Merged into master. Thanks! We can keep the discussion running:)


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[GitHub] spark pull request: [SPARK-11184] [MLLIB] Declare most of .mllib c...

2015-10-26 Thread mengxr
Github user mengxr commented on the pull request:

https://github.com/apache/spark/pull/9169#issuecomment-151374915
  
This looks good to me. Btw, we haven't yet discussed the exact semantic of 
`@Experimental`. I think we haven't made any break changes on `@Experimental` 
APIs without deprecating them first in MLlib since 1.0. Then they are basically 
the same as stable methods. Does `@Experimental` mean having a better chance to 
be deprecated? If we don't know the exact semantic, most users/developers would 
be confused by the `@Experimental` tag.


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[GitHub] spark pull request: [SPARK-10286][ML][PySpark][Docs] Add @since an...

2015-10-26 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9275#issuecomment-151374525
  
**[Test build #44403 has 
started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/44403/consoleFull)**
 for PR 9275 at commit 
[`ccdc82e`](https://github.com/apache/spark/commit/ccdc82e6bcc3df60dc6714f3534a840644929cfe).


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[GitHub] spark pull request: SPARK-11295 Add packages to JUnit output for P...

2015-10-26 Thread mengxr
Github user mengxr commented on a diff in the pull request:

https://github.com/apache/spark/pull/9263#discussion_r43083874
  
--- Diff: python/pyspark/mllib/tests.py ---
@@ -76,7 +76,8 @@
 pass
 
 ser = PickleSerializer()
-sc = SparkContext('local[4]', "MLlib tests")
+conf = SparkConf().set("spark.driver.allowMultipleContexts", "true")
--- End diff --

Is it relevant to this PR?


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[GitHub] spark pull request: [SPARK-10286][ML][PySpark][Docs] Add @since an...

2015-10-26 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9275#issuecomment-151372540
  
 Merged build triggered.


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[GitHub] spark pull request: [SPARK-10286][ML][PySpark][Docs] Add @since an...

2015-10-26 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9275#issuecomment-151372561
  
Merged build started.


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[GitHub] spark pull request: [SPARK-10286][ML][PySpark][Docs] Add @since an...

2015-10-26 Thread mengxr
Github user mengxr commented on the pull request:

https://github.com/apache/spark/pull/9275#issuecomment-151372367
  
ok to test


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[GitHub] spark pull request: [SPARK-10286][ML][PySpark][Docs] Add @since an...

2015-10-26 Thread mengxr
Github user mengxr commented on the pull request:

https://github.com/apache/spark/pull/9275#issuecomment-151372364
  
@lidinghao Thanks for working on this! For classes, could you also add 
`versionadded`? You can find an example here: 
https://github.com/apache/spark/blob/f85aa06464a10f5d1563302fd76465dded475a12/python/pyspark/mllib/fpm.py#L45.


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[GitHub] spark pull request: [SPARK-10024] [pyspark] Python API RF and GBT ...

2015-10-26 Thread mengxr
Github user mengxr commented on the pull request:

https://github.com/apache/spark/pull/9233#issuecomment-151372045
  
@vectorijk Could you add the since versions back?


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[GitHub] spark pull request: [SPARK-10271][Pyspark][MLLib] Added @since tag...

2015-10-26 Thread asfgit
Github user asfgit closed the pull request at:

https://github.com/apache/spark/pull/8627


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[GitHub] spark pull request: [SPARK-10271][Pyspark][MLLib] Added @since tag...

2015-10-26 Thread mengxr
Github user mengxr commented on the pull request:

https://github.com/apache/spark/pull/8627#issuecomment-151371862
  
Merged into master. Thanks!


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[GitHub] spark pull request: [SPARK-11322][PySpark] Keep full stack trace i...

2015-10-26 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9283#issuecomment-151371826
  
Merged build finished. Test PASSed.


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[GitHub] spark pull request: [SPARK-11322][PySpark] Keep full stack trace i...

2015-10-26 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9283#issuecomment-151371829
  
Test PASSed.
Refer to this link for build results (access rights to CI server needed): 
https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/44402/
Test PASSed.


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[GitHub] spark pull request: [SPARK-11322][PySpark] Keep full stack trace i...

2015-10-26 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9283#issuecomment-151371791
  
**[Test build #44402 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/44402/consoleFull)**
 for PR 9283 at commit 
[`8f69480`](https://github.com/apache/spark/commit/8f694803194951391663b1d120b90996bb181019).
 * This patch passes all tests.
 * This patch merges cleanly.
 * This patch adds the following public classes _(experimental)_:\n  * 
`class CapturedException(Exception):`\n  * `class 
AnalysisException(CapturedException):`\n  * `class 
IllegalArgumentException(CapturedException):`\n


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[GitHub] spark pull request: [SPARK-11284] [ML] ALS produces float predicti...

2015-10-26 Thread mengxr
Github user mengxr commented on the pull request:

https://github.com/apache/spark/pull/9252#issuecomment-151371779
  
@dahlem If you plan to make a new pull request, could you close this PR 
manually? We don't have direct access to close Spark PRs. Thanks!


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[GitHub] spark pull request: [SPARK-11289][DOC] Substitute code examples in...

2015-10-26 Thread asfgit
Github user asfgit closed the pull request at:

https://github.com/apache/spark/pull/9266


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[GitHub] spark pull request: [SPARK-10562][SQL] support mixed case partitio...

2015-10-26 Thread asfgit
Github user asfgit closed the pull request at:

https://github.com/apache/spark/pull/9226


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[GitHub] spark pull request: [SPARK-11277] [SQL] sort_array throws exceptio...

2015-10-26 Thread cloud-fan
Github user cloud-fan commented on the pull request:

https://github.com/apache/spark/pull/9247#issuecomment-151370701
  
LGTM


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