[GitHub] [spark] zjf2012 commented on issue #23560: [SPARK-26632][Core] Separate Thread Configurations of Driver and Executor

2019-04-29 Thread GitBox
zjf2012 commented on issue #23560: [SPARK-26632][Core] Separate Thread 
Configurations of Driver and Executor
URL: https://github.com/apache/spark/pull/23560#issuecomment-487828436
 
 
   @vanzin , I tried to give some documentation about this PR. Please help 
review.


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[GitHub] [spark] zjf2012 commented on issue #23560: [SPARK-26632][Core] Separate Thread Configurations of Driver and Executor

2019-04-29 Thread GitBox
zjf2012 commented on issue #23560: [SPARK-26632][Core] Separate Thread 
Configurations of Driver and Executor
URL: https://github.com/apache/spark/pull/23560#issuecomment-487828500
 
 
   @carsonwang , please help review.


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[GitHub] [spark] zjf2012 commented on a change in pull request #23560: [SPARK-26632][Core] Separate Thread Configurations of Driver and Executor

2019-04-29 Thread GitBox
zjf2012 commented on a change in pull request #23560: [SPARK-26632][Core] 
Separate Thread Configurations of Driver and Executor
URL: https://github.com/apache/spark/pull/23560#discussion_r279620060
 
 

 ##
 File path: core/src/main/scala/org/apache/spark/rpc/netty/Dispatcher.scala
 ##
 @@ -194,12 +195,29 @@ private[netty] class Dispatcher(nettyEnv: NettyRpcEnv, 
numUsableCores: Int) exte
 endpoints.containsKey(name)
   }
 
-  /** Thread pool used for dispatching messages. */
-  private val threadpool: ThreadPoolExecutor = {
+  private def getNumOfThreads(conf: SparkConf): Int = {
 val availableCores =
   if (numUsableCores > 0) numUsableCores else 
Runtime.getRuntime.availableProcessors()
-val numThreads = nettyEnv.conf.get(RPC_NETTY_DISPATCHER_NUM_THREADS)
+// module configuration
 
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[GitHub] [spark] zjf2012 commented on a change in pull request #23560: [SPARK-26632][Core] Separate Thread Configurations of Driver and Executor

2019-04-29 Thread GitBox
zjf2012 commented on a change in pull request #23560: [SPARK-26632][Core] 
Separate Thread Configurations of Driver and Executor
URL: https://github.com/apache/spark/pull/23560#discussion_r279620007
 
 

 ##
 File path: core/src/main/scala/org/apache/spark/rpc/netty/Dispatcher.scala
 ##
 @@ -194,12 +195,29 @@ private[netty] class Dispatcher(nettyEnv: NettyRpcEnv, 
numUsableCores: Int) exte
 endpoints.containsKey(name)
   }
 
-  /** Thread pool used for dispatching messages. */
-  private val threadpool: ThreadPoolExecutor = {
+  private def getNumOfThreads(conf: SparkConf): Int = {
 val availableCores =
   if (numUsableCores > 0) numUsableCores else 
Runtime.getRuntime.availableProcessors()
-val numThreads = nettyEnv.conf.get(RPC_NETTY_DISPATCHER_NUM_THREADS)
+// module configuration
+val modNumThreads = conf.get(RPC_NETTY_DISPATCHER_NUM_THREADS)
   .getOrElse(math.max(2, availableCores))
+// get right role
 
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[GitHub] [spark] zjf2012 commented on a change in pull request #23560: [SPARK-26632][Core] Separate Thread Configurations of Driver and Executor

2019-04-29 Thread GitBox
zjf2012 commented on a change in pull request #23560: [SPARK-26632][Core] 
Separate Thread Configurations of Driver and Executor
URL: https://github.com/apache/spark/pull/23560#discussion_r279619960
 
 

 ##
 File path: core/src/main/scala/org/apache/spark/rpc/netty/Dispatcher.scala
 ##
 @@ -194,12 +195,29 @@ private[netty] class Dispatcher(nettyEnv: NettyRpcEnv, 
numUsableCores: Int) exte
 endpoints.containsKey(name)
   }
 
-  /** Thread pool used for dispatching messages. */
-  private val threadpool: ThreadPoolExecutor = {
+  private def getNumOfThreads(conf: SparkConf): Int = {
 val availableCores =
   if (numUsableCores > 0) numUsableCores else 
Runtime.getRuntime.availableProcessors()
-val numThreads = nettyEnv.conf.get(RPC_NETTY_DISPATCHER_NUM_THREADS)
+// module configuration
+val modNumThreads = conf.get(RPC_NETTY_DISPATCHER_NUM_THREADS)
   .getOrElse(math.max(2, availableCores))
+// get right role
+val executorId = conf.get(EXECUTOR_ID).getOrElse("")
 
 Review comment:
   @vanzin , thanks for the clean code. code is rewritten. please help review.


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[GitHub] [spark] zjf2012 commented on a change in pull request #23560: [SPARK-26632][Core] Separate Thread Configurations of Driver and Executor

2019-04-29 Thread GitBox
zjf2012 commented on a change in pull request #23560: [SPARK-26632][Core] 
Separate Thread Configurations of Driver and Executor
URL: https://github.com/apache/spark/pull/23560#discussion_r279619817
 
 

 ##
 File path: core/src/main/scala/org/apache/spark/rpc/netty/NettyRpcEnv.scala
 ##
 @@ -47,11 +48,21 @@ private[netty] class NettyRpcEnv(
 host: String,
 securityManager: SecurityManager,
 numUsableCores: Int) extends RpcEnv(conf) with Logging {
+  // try to get specific threads configurations of driver and executor
+  val executorId = conf.get(EXECUTOR_ID).getOrElse("")
+  // neither driver nor executor if executor id is not set
 
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   the comment removed.


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[GitHub] [spark] zjf2012 commented on a change in pull request #23560: [SPARK-26632][Core] Separate Thread Configurations of Driver and Executor

2019-04-29 Thread GitBox
zjf2012 commented on a change in pull request #23560: [SPARK-26632][Core] 
Separate Thread Configurations of Driver and Executor
URL: https://github.com/apache/spark/pull/23560#discussion_r279619771
 
 

 ##
 File path: core/src/main/scala/org/apache/spark/rpc/netty/NettyRpcEnv.scala
 ##
 @@ -47,11 +48,21 @@ private[netty] class NettyRpcEnv(
 host: String,
 securityManager: SecurityManager,
 numUsableCores: Int) extends RpcEnv(conf) with Logging {
+  // try to get specific threads configurations of driver and executor
+  val executorId = conf.get(EXECUTOR_ID).getOrElse("")
+  // neither driver nor executor if executor id is not set
+  val role = executorId match {
+case "" => None
+case SparkContext.DRIVER_IDENTIFIER => Some("driver")
+// any other non-empty values since executor must has "spark.executor.id" 
set
 
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[GitHub] [spark] SparkQA commented on issue #23560: [SPARK-26632][Core] Separate Thread Configurations of Driver and Executor

2019-04-29 Thread GitBox
SparkQA commented on issue #23560: [SPARK-26632][Core] Separate Thread 
Configurations of Driver and Executor
URL: https://github.com/apache/spark/pull/23560#issuecomment-487827369
 
 
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[GitHub] [spark] SparkQA commented on issue #24344: [SPARK-27440][SQL] Optimize uncorrelated predicate subquery

2019-04-29 Thread GitBox
SparkQA commented on issue #24344: [SPARK-27440][SQL] Optimize uncorrelated 
predicate subquery
URL: https://github.com/apache/spark/pull/24344#issuecomment-487825638
 
 
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[GitHub] [spark] SparkQA commented on issue #24493: Revert "[SPARK-24601][SPARK-27051][BACKPORT][CORE] Update to Jackson 2.9.8

2019-04-29 Thread GitBox
SparkQA commented on issue #24493: Revert 
"[SPARK-24601][SPARK-27051][BACKPORT][CORE] Update to Jackson 2.9.8
URL: https://github.com/apache/spark/pull/24493#issuecomment-487825639
 
 
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[GitHub] [spark] AmplabJenkins removed a comment on issue #24493: Revert "[SPARK-24601][SPARK-27051][BACKPORT][CORE] Update to Jackson 2.9.8

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[GitHub] [spark] AmplabJenkins removed a comment on issue #24344: [SPARK-27440][SQL] Optimize uncorrelated predicate subquery

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[GitHub] [spark] sandeep-katta commented on issue #24489: [SPARK-27555][SQL] sqlConf of SessionState should load hive-site.xml

2019-04-29 Thread GitBox
sandeep-katta commented on issue #24489: [SPARK-27555][SQL] sqlConf of 
SessionState  should load hive-site.xml
URL: https://github.com/apache/spark/pull/24489#issuecomment-487825516
 
 
   no we can't, reason is any runtime conf set using set command will not be 
available in hadoopconf, it is only present in sqlConf


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[GitHub] [spark] AmplabJenkins removed a comment on issue #24493: Revert "[SPARK-24601][SPARK-27051][BACKPORT][CORE] Update to Jackson 2.9.8

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[GitHub] [spark] AmplabJenkins commented on issue #24493: Revert "[SPARK-24601][SPARK-27051][BACKPORT][CORE] Update to Jackson 2.9.8

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[GitHub] [spark] AmplabJenkins commented on issue #24493: Revert "[SPARK-24601][SPARK-27051][BACKPORT][CORE] Update to Jackson 2.9.8

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[GitHub] [spark] AmplabJenkins commented on issue #24344: [SPARK-27440][SQL] Optimize uncorrelated predicate subquery

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[GitHub] [spark] AmplabJenkins commented on issue #24344: [SPARK-27440][SQL] Optimize uncorrelated predicate subquery

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[GitHub] [spark] ScrapCodes commented on issue #19096: [SPARK-21869][SS] A cached Kafka producer should not be closed if any task is using it - adds inuse tracking.

2019-04-29 Thread GitBox
ScrapCodes commented on issue #19096: [SPARK-21869][SS] A cached Kafka producer 
should not be closed if any task is using it - adds inuse tracking.
URL: https://github.com/apache/spark/pull/19096#issuecomment-487825329
 
 
   @zsxwing Ping ! 


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[GitHub] [spark] gatorsmile opened a new pull request #24493: Revert "[SPARK-24601][SPARK-27051][BACKPORT][CORE] Update to Jackson 2.9.8

2019-04-29 Thread GitBox
gatorsmile opened a new pull request #24493: Revert 
"[SPARK-24601][SPARK-27051][BACKPORT][CORE] Update to Jackson 2.9.8
URL: https://github.com/apache/spark/pull/24493
 
 
   ## What changes were proposed in this pull request?
   
   This reverts commit 6f394a20bf49f67b4d6329a1c25171c8024a2fae.
   
   In general, we need to be very cautious about the Jackson upgrade in the 
patch releases, especially when this upgrade could break the existing behaviors 
of the external packages or data sources, and generate different results after 
the upgrade. The external packages and data sources need to change their source 
code to keep the original behaviors. The upgrade requires more discussions 
before releasing it, I think.
   
   In the previous PR https://github.com/apache/spark/pull/22071, we turned off 
`spark.master.rest.enabled` by default and added the following claim in our 
security doc:
   > The Rest Submission Server and the MesosClusterDispatcher do not support 
authentication.  You should ensure that all network access to the REST API & 
MesosClusterDispatcher (port 6066 and 7077 respectively by default) are 
restricted to hosts that are trusted to submit jobs.
   
   We need to understand whether this Jackson CVE applies to Spark. Before 
officially releasing it, we need more inputs from all of you. Currently, I 
would suggest to revert this upgrade from the upcoming 2.4.3 release, which is 
trying to fix the accidental default Scala version changes in pre-built 
artifacts. 
   
   ## How was this patch tested?
   
   N/A


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[GitHub] [spark] cloud-fan commented on a change in pull request #24442: [SPARK-27547][SQL] fix DataFrame self-join problems

2019-04-29 Thread GitBox
cloud-fan commented on a change in pull request #24442: [SPARK-27547][SQL] fix 
DataFrame self-join problems
URL: https://github.com/apache/spark/pull/24442#discussion_r279616103
 
 

 ##
 File path: 
sql/core/src/main/scala/org/apache/spark/sql/execution/analysis/ResolveDatasetColumnReference.scala
 ##
 @@ -0,0 +1,136 @@
+/*
+ * 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.sql.execution.analysis
+
+import scala.collection.mutable
+import scala.util.Try
+
+import org.apache.spark.sql.Dataset
+import org.apache.spark.sql.catalyst.AliasIdentifier
+import org.apache.spark.sql.catalyst.expressions.AttributeReference
+import org.apache.spark.sql.catalyst.plans.logical.{LogicalPlan, SubqueryAlias}
+import org.apache.spark.sql.catalyst.rules.Rule
+import org.apache.spark.sql.internal.SQLConf
+import org.apache.spark.sql.types.MetadataBuilder
+
+/**
+ * Resolves the Dataset column reference by traversing the query plan and 
finding the plan subtree
+ * of the Dataset that the column reference belongs to.
+ *
+ * Dataset column reference is simply an [[AttributeReference]] that is 
returned by `Dataset#col`.
+ * Most of time we don't need to do anything special, as 
[[AttributeReference]] can point to
+ * the column precisely. However, in case of self-join, the analyzer generates
+ * [[AttributeReference]] with new expr IDs for the right side plan of the 
join. If the Dataset
+ * column reference points to a column in the right side plan of a self-join, 
we need to replace it
+ * with the corresponding newly generated [[AttributeReference]].
+ */
+class ResolveDatasetColumnReference(conf: SQLConf) extends Rule[LogicalPlan] {
+
+  // Dataset column reference is an `AttributeReference` with 2 special 
metadata.
+  private def isColumnReference(a: AttributeReference): Boolean = {
+a.metadata.contains(Dataset.ID_PREFIX) && 
a.metadata.contains(Dataset.COL_POS_PREFIX)
+  }
+
+  private case class ColumnReference(datasetId: Long, colPos: Int)
+
+  private def toColumnReference(a: AttributeReference): ColumnReference = {
+ColumnReference(
+  a.metadata.getLong(Dataset.ID_PREFIX),
+  a.metadata.getLong(Dataset.COL_POS_PREFIX).toInt)
+  }
+
+  private def stripColumnReferenceMetadata(a: AttributeReference): 
AttributeReference = {
+val metadataWithoutId = new MetadataBuilder()
+  .withMetadata(a.metadata)
+  .remove(Dataset.ID_PREFIX)
+  .remove(Dataset.COL_POS_PREFIX)
+  .build()
+a.withMetadata(metadataWithoutId)
+  }
+
+  override def apply(plan: LogicalPlan): LogicalPlan = {
+if (!conf.getConf(SQLConf.RESOLVE_DATASET_COLUMN_REFERENCE)) return plan
+
+// We always remove the special metadata from `AttributeReference` at the 
end of this rule, so
+// Dataset column reference only exists in the root node via Dataset 
transformations like
+// `Dataset#select`.
+val colRefs = plan.expressions.flatMap(_.collect {
+  case a: AttributeReference if isColumnReference(a) => 
toColumnReference(a)
+})
+
+if (colRefs.isEmpty) {
+  plan
+} else {
+  // Keeps the mapping between the column reference and the actual column 
it points to. This
+  // will be used to replace the column references with actual columns in 
the root node later.
+  val colRefToActualCol = new mutable.HashMap[ColumnReference, 
AttributeReference]()
+  // Keeps the column references that points to more than one actual 
columns. We will not
+  // replace these ambiguous column references and leave them as they were.
+  val ambiguousColRefs = new mutable.HashSet[ColumnReference]()
 
 Review comment:
   think about outer joins. Columns from different join sides are always 
different columns.


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[GitHub] [spark] francis0407 commented on a change in pull request #24344: [SPARK-27440][SQL] Optimize uncorrelated predicate subquery

2019-04-29 Thread GitBox
francis0407 commented on a change in pull request #24344: [SPARK-27440][SQL] 
Optimize uncorrelated predicate subquery
URL: https://github.com/apache/spark/pull/24344#discussion_r279615839
 
 

 ##
 File path: 
sql/core/src/main/scala/org/apache/spark/sql/execution/subquery.scala
 ##
 @@ -118,6 +224,19 @@ case class PlanSubqueries(sparkSession: SparkSession) 
extends Rule[SparkPlan] {
 ScalarSubquery(
   SubqueryExec(s"subquery${subquery.exprId.id}", executedPlan),
   subquery.exprId)
+  case subquery: expressions.Exists =>
 
 Review comment:
   Ok, I will open anther one for it after this PR, and remove it here.


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[GitHub] [spark] AmplabJenkins removed a comment on issue #24490: [SPARK-27300][GRAPH] Add Spark Graph modules and dependencies

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[GitHub] [spark] SparkQA removed a comment on issue #24490: [SPARK-27300][GRAPH] Add Spark Graph modules and dependencies

2019-04-29 Thread GitBox
SparkQA removed a comment on issue #24490: [SPARK-27300][GRAPH] Add Spark Graph 
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[GitHub] [spark] cloud-fan commented on a change in pull request #24344: [SPARK-27440][SQL] Optimize uncorrelated predicate subquery

2019-04-29 Thread GitBox
cloud-fan commented on a change in pull request #24344: [SPARK-27440][SQL] 
Optimize uncorrelated predicate subquery
URL: https://github.com/apache/spark/pull/24344#discussion_r279615361
 
 

 ##
 File path: 
sql/core/src/main/scala/org/apache/spark/sql/execution/subquery.scala
 ##
 @@ -118,6 +224,19 @@ case class PlanSubqueries(sparkSession: SparkSession) 
extends Rule[SparkPlan] {
 ScalarSubquery(
   SubqueryExec(s"subquery${subquery.exprId.id}", executedPlan),
   subquery.exprId)
+  case subquery: expressions.Exists =>
 
 Review comment:
   We need `RewriteUncorrelatedSubquery`, but it should be a separated PR.


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[GitHub] [spark] SparkQA commented on issue #24490: [SPARK-27300][GRAPH] Add Spark Graph modules and dependencies

2019-04-29 Thread GitBox
SparkQA commented on issue #24490: [SPARK-27300][GRAPH] Add Spark Graph modules 
and dependencies
URL: https://github.com/apache/spark/pull/24490#issuecomment-487823242
 
 
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 for PR 24490 at commit 
[`5708086`](https://github.com/apache/spark/commit/5708086b6f2248bc7ce568d3a2b020af62c6b3ee).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.


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[GitHub] [spark] cloud-fan commented on issue #24489: [SPARK-27555][SQL] sqlConf of SessionState should load hive-site.xml

2019-04-29 Thread GitBox
cloud-fan commented on issue #24489: [SPARK-27555][SQL] sqlConf of SessionState 
 should load hive-site.xml
URL: https://github.com/apache/spark/pull/24489#issuecomment-487823066
 
 
   shall we just make `HiveSerDe.getDefaultStorage` accept hadoop conf?


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[GitHub] [spark] HyukjinKwon commented on issue #14918: [SPARK-17360][PYSPARK] Support generator in createDataFrame

2019-04-29 Thread GitBox
HyukjinKwon commented on issue #14918: [SPARK-17360][PYSPARK] Support generator 
in createDataFrame
URL: https://github.com/apache/spark/pull/14918#issuecomment-487821872
 
 
   You can already do all the thins above via other APIs like 
`rdd.mapPartition`. 


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[GitHub] [spark] xor007 commented on issue #14918: [SPARK-17360][PYSPARK] Support generator in createDataFrame

2019-04-29 Thread GitBox
xor007 commented on issue #14918: [SPARK-17360][PYSPARK] Support generator in 
createDataFrame
URL: https://github.com/apache/spark/pull/14918#issuecomment-487821340
 
 
   > Do we have any usecases or benchmarks for cases where this would be 
helpful?
   
   Yes my huge use case which I am surprised a lot of people in industry don't 
have is **massive data mining**:
   
   - You have a lot of files on the internet (for instance text from a large 
collection of webpages)
   - You are able to write a python generator that goes through the files to 
find and ouput sentences containing the word "covfefe": I have seen a python 
generator go through 90G of such a real collection of 11000 files within 
minutes(they where downloaded)
   - You want to create a dataframe of all those sentences and the actual 
collection of those sentences ends up being less than 20Mb
   
   You could create a Dataset from the generator. Now that I have written this 
it seems I can run flatmap on the file with the generator as the transformation.
   
   But something like Dataframe.from_generator in spark would be nice.


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[GitHub] [spark] AmplabJenkins removed a comment on issue #24492: [SPARK-27601][BUILD] Upgrade stream-lib to 2.9.6

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[GitHub] [spark] SparkQA removed a comment on issue #24492: [SPARK-27601][BUILD] Upgrade stream-lib to 2.9.6

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[GitHub] [spark] SparkQA commented on issue #24492: [SPARK-27601][BUILD] Upgrade stream-lib to 2.9.6

2019-04-29 Thread GitBox
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[GitHub] [spark] sandeep-katta commented on a change in pull request #24489: [SPARK-27555][SQL] sqlConf of SessionState should load hive-site.xml

2019-04-29 Thread GitBox
sandeep-katta commented on a change in pull request #24489: [SPARK-27555][SQL] 
sqlConf of SessionState  should load hive-site.xml
URL: https://github.com/apache/spark/pull/24489#discussion_r279611160
 
 

 ##
 File path: 
sql/core/src/test/scala/org/apache/spark/sql/SparkSessionBuilderSuite.scala
 ##
 @@ -152,4 +152,9 @@ class SparkSessionBuilderSuite extends SparkFunSuite with 
BeforeAndAfterEach {
   session.sparkContext.hadoopConfiguration.unset(mySpecialKey)
 }
   }
+
+  test("SPARK-27555: Spark SessionState.conf should load hive-site.xml ") {
+val session = SparkSession.builder().master("local").getOrCreate()
+assert(session.sessionState.conf.getConfString("hive.in.test") == "true")
 
 Review comment:
   "hive.in.test" is present in hive-site.xml which is loaded into hadoop conf, 
so this test asserts presence of hive conf in sessionState.conf, more over we 
cannot use hive conf inside spark-defaults.conf


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[GitHub] [spark] dongjoon-hyun commented on a change in pull request #24469: [SPARK-27576][SQL] table capability to skip the output column resolution

2019-04-29 Thread GitBox
dongjoon-hyun commented on a change in pull request #24469: [SPARK-27576][SQL] 
table capability to skip the output column resolution
URL: https://github.com/apache/spark/pull/24469#discussion_r279609273
 
 

 ##
 File path: 
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/v2/DataSourceV2Relation.scala
 ##
 @@ -44,6 +44,8 @@ case class DataSourceV2Relation(
 
   override def name: String = table.name()
 
+  override def requireSchemaMatch: Boolean = 
!table.supports(TableCapability.ACCEPT_ANY_SCHEMA)
 
 Review comment:
   This also can be toggled into a more natural(positive) way.
   ```scala
   - override def requireSchemaMatch: Boolean = 
!table.supports(TableCapability.ACCEPT_ANY_SCHEMA)
   + override def ignoreSchemaMatch: Boolean = 
table.supports(TableCapability.ACCEPT_ANY_SCHEMA)
   ```


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[GitHub] [spark] dongjoon-hyun commented on a change in pull request #24469: [SPARK-27576][SQL] table capability to skip the output column resolution

2019-04-29 Thread GitBox
dongjoon-hyun commented on a change in pull request #24469: [SPARK-27576][SQL] 
table capability to skip the output column resolution
URL: https://github.com/apache/spark/pull/24469#discussion_r279609273
 
 

 ##
 File path: 
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/v2/DataSourceV2Relation.scala
 ##
 @@ -44,6 +44,8 @@ case class DataSourceV2Relation(
 
   override def name: String = table.name()
 
+  override def requireSchemaMatch: Boolean = 
!table.supports(TableCapability.ACCEPT_ANY_SCHEMA)
 
 Review comment:
   This also can be switched in a more natural(positive) way.
   ```scala
   - override def requireSchemaMatch: Boolean = 
!table.supports(TableCapability.ACCEPT_ANY_SCHEMA)
   + override def ignoreSchemaMatch: Boolean = 
table.supports(TableCapability.ACCEPT_ANY_SCHEMA)
   ```


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[GitHub] [spark] yuchaoran2011 closed pull request #21398: [SPARK-24338][SQL] Fixed Hive CREATETABLE error in Sentry-secured cluster

2019-04-29 Thread GitBox
yuchaoran2011 closed pull request #21398: [SPARK-24338][SQL] Fixed Hive 
CREATETABLE error in Sentry-secured cluster
URL: https://github.com/apache/spark/pull/21398
 
 
   


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[GitHub] [spark] dongjoon-hyun commented on a change in pull request #24469: [SPARK-27576][SQL] table capability to skip the output column resolution

2019-04-29 Thread GitBox
dongjoon-hyun commented on a change in pull request #24469: [SPARK-27576][SQL] 
table capability to skip the output column resolution
URL: https://github.com/apache/spark/pull/24469#discussion_r279609139
 
 

 ##
 File path: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/NamedRelation.scala
 ##
 @@ -21,4 +21,7 @@ import 
org.apache.spark.sql.catalyst.plans.logical.LogicalPlan
 
 trait NamedRelation extends LogicalPlan {
   def name: String
+
+  // When true, the schema of input data must match the schema of this 
relation, during write.
+  def requireSchemaMatch: Boolean = true
 
 Review comment:
   Can we use `def ignoreSchemaMatch: Boolean = false` because we have only one 
instance and it's negative form.
   ```scala
   - !table.requireSchemaMatch || {
   + table.ignoreSchemaMatch || {
   ```
   
   
   


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[GitHub] [spark] cloud-fan commented on a change in pull request #24489: [SPARK-27555][SQL] sqlConf of SessionState should load hive-site.xml

2019-04-29 Thread GitBox
cloud-fan commented on a change in pull request #24489: [SPARK-27555][SQL] 
sqlConf of SessionState  should load hive-site.xml
URL: https://github.com/apache/spark/pull/24489#discussion_r279608344
 
 

 ##
 File path: 
sql/core/src/test/scala/org/apache/spark/sql/SparkSessionBuilderSuite.scala
 ##
 @@ -152,4 +152,9 @@ class SparkSessionBuilderSuite extends SparkFunSuite with 
BeforeAndAfterEach {
   session.sparkContext.hadoopConfiguration.unset(mySpecialKey)
 }
   }
+
+  test("SPARK-27555: Spark SessionState.conf should load hive-site.xml ") {
+val session = SparkSession.builder().master("local").getOrCreate()
+assert(session.sessionState.conf.getConfString("hive.in.test") == "true")
 
 Review comment:
   I'm not sure we want to do this. We load `hive-site.xml` into hadoop conf 
for hive compatibility. But `hive-site.xml` is not a native/official way to 
load Spark configs, so this conf should not appear in `SessionStage.conf`.
   
   Please use the `spark-defaults.conf`.


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[GitHub] [spark] cloud-fan commented on a change in pull request #24489: [SPARK-27555][SQL] sqlConf of SessionState should load hive-site.xml

2019-04-29 Thread GitBox
cloud-fan commented on a change in pull request #24489: [SPARK-27555][SQL] 
sqlConf of SessionState  should load hive-site.xml
URL: https://github.com/apache/spark/pull/24489#discussion_r279607994
 
 

 ##
 File path: 
sql/core/src/test/scala/org/apache/spark/sql/SparkSessionBuilderSuite.scala
 ##
 @@ -152,4 +152,9 @@ class SparkSessionBuilderSuite extends SparkFunSuite with 
BeforeAndAfterEach {
   session.sparkContext.hadoopConfiguration.unset(mySpecialKey)
 }
   }
+
+  test("SPARK-27555: Spark SessionState.conf should load hive-site.xml ") {
+val session = SparkSession.builder().master("local").getOrCreate()
+assert(session.sessionState.conf.getConfString("hive.in.test") == "true")
 
 Review comment:
   I'm not sure we want to do this. We load `hive-site.xml` into hadoop conf 
for hive compatibility. But `hive-site.xml` is not a native/official way to 
load Spark configs, so this conf should not appear in `SessionStage.conf`.
   
   Please use the `spark-defaults.conf`.


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[GitHub] [spark] SparkQA commented on issue #24469: [SPARK-27576][SQL] table capability to skip the output column resolution

2019-04-29 Thread GitBox
SparkQA commented on issue #24469: [SPARK-27576][SQL] table capability to skip 
the output column resolution
URL: https://github.com/apache/spark/pull/24469#issuecomment-487812291
 
 
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[GitHub] [spark] AmplabJenkins commented on issue #24469: [SPARK-27576][SQL] table capability to skip the output column resolution

2019-04-29 Thread GitBox
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[GitHub] [spark] dongjoon-hyun commented on issue #24469: [SPARK-27576][SQL] table capability to skip the output column resolution

2019-04-29 Thread GitBox
dongjoon-hyun commented on issue #24469: [SPARK-27576][SQL] table capability to 
skip the output column resolution
URL: https://github.com/apache/spark/pull/24469#issuecomment-487811729
 
 
   Retest this please.


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[GitHub] [spark] 10110346 commented on a change in pull request #24446: [SPARK-27552][SQL]The configuration `hive.exec.stagingdir` is invalid on Windows OS

2019-04-29 Thread GitBox
10110346 commented on a change in pull request #24446: [SPARK-27552][SQL]The 
configuration `hive.exec.stagingdir` is invalid on Windows OS
URL: https://github.com/apache/spark/pull/24446#discussion_r279604518
 
 

 ##
 File path: 
sql/hive/src/main/scala/org/apache/spark/sql/hive/execution/SaveAsHiveFile.scala
 ##
 @@ -219,7 +219,7 @@ private[hive] trait SaveAsHiveFile extends 
DataWritingCommand {
 val fs: FileSystem = inputPath.getFileSystem(hadoopConf)
 var stagingPathName: String =
   if (inputPathName.indexOf(stagingDir) == -1) {
-new Path(inputPathName, stagingDir).toString
+new Path(inputPathName, stagingDir).toUri.getPath
 
 Review comment:
   Can we change this codes:
   ```
   val inputPathUri: URI = inputPath.toUri
   val inputPathName: String = inputPathUri.getPath
   ```
   to:
   `val inputPathName: String = inputPath.toString`


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[GitHub] [spark] AmplabJenkins commented on issue #24070: [SPARK-23961][PYTHON] Fix error when toLocalIterator goes out of scope

2019-04-29 Thread GitBox
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[GitHub] [spark] AmplabJenkins removed a comment on issue #24070: [SPARK-23961][PYTHON] Fix error when toLocalIterator goes out of scope

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[GitHub] [spark] AmplabJenkins commented on issue #24070: [SPARK-23961][PYTHON] Fix error when toLocalIterator goes out of scope

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[GitHub] [spark] Ngone51 commented on issue #24462: [SPARK-26268][CORE] Do not resubmit tasks when executors are lost

2019-04-29 Thread GitBox
Ngone51 commented on issue #24462: [SPARK-26268][CORE] Do not resubmit tasks 
when executors are lost
URL: https://github.com/apache/spark/pull/24462#issuecomment-487810457
 
 
   I think @attilapiros has a good point here. And now I'm wondering that how 
does your(@bsidhom) pluggable shuffle manager achives a shuffle process (map & 
reduce) with `ExternalShuffleService` disabled ?
   
   And I have similar question for @jealous .  Does your shuffle manager still 
works with `ExternalShuffleService` disabled ?


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[GitHub] [spark] SparkQA removed a comment on issue #24070: [SPARK-23961][PYTHON] Fix error when toLocalIterator goes out of scope

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[GitHub] [spark] SparkQA commented on issue #24070: [SPARK-23961][PYTHON] Fix error when toLocalIterator goes out of scope

2019-04-29 Thread GitBox
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URL: https://github.com/apache/spark/pull/24070#issuecomment-487810300
 
 
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[GitHub] [spark] SparkQA commented on issue #24456: [SPARK-27557][DOC] Add copy button to Python API docs for easier copying of code-blocks

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[GitHub] [spark] dongjoon-hyun commented on a change in pull request #24446: [SPARK-27552][SQL]The configuration `hive.exec.stagingdir` is invalid on Windows OS

2019-04-29 Thread GitBox
dongjoon-hyun commented on a change in pull request #24446: 
[SPARK-27552][SQL]The configuration `hive.exec.stagingdir` is invalid on 
Windows OS
URL: https://github.com/apache/spark/pull/24446#discussion_r279603516
 
 

 ##
 File path: 
sql/hive/src/main/scala/org/apache/spark/sql/hive/execution/SaveAsHiveFile.scala
 ##
 @@ -219,7 +219,7 @@ private[hive] trait SaveAsHiveFile extends 
DataWritingCommand {
 val fs: FileSystem = inputPath.getFileSystem(hadoopConf)
 var stagingPathName: String =
   if (inputPathName.indexOf(stagingDir) == -1) {
-new Path(inputPathName, stagingDir).toString
+new Path(inputPathName, stagingDir).toUri.getPath
 
 Review comment:
   +1 for @HyukjinKwon 's comment.


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[GitHub] [spark] wanghui93 commented on issue #24489: [SPARK-27555][SQL] sqlConf of SessionState should load hive-site.xml

2019-04-29 Thread GitBox
wanghui93 commented on issue #24489: [SPARK-27555][SQL] sqlConf of SessionState 
 should load hive-site.xml
URL: https://github.com/apache/spark/pull/24489#issuecomment-487809368
 
 
   
   
   
   
   > I think it's done in `SharedState`?
   
   The configuration parameters in hive-site.xml are loaded into 
session.sparkContext.hadoopConfiguration parameters by SharedState, not copy to 
session.sparkContext.conf. And sqlConf just copy session.sparkContext.conf.


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[GitHub] [spark] SparkQA commented on issue #24490: [SPARK-27300][GRAPH] Add Spark Graph modules and dependencies

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[GitHub] [spark] wanghui93 commented on issue #24489: [SPARK-27555][SQL] sqlConf of SessionState should load hive-site.xml

2019-04-29 Thread GitBox
wanghui93 commented on issue #24489: [SPARK-27555][SQL] sqlConf of SessionState 
 should load hive-site.xml
URL: https://github.com/apache/spark/pull/24489#issuecomment-487808648
 
 
   I think  sqlConf should load at least hive-site.xml since spark  need 
'hive.default.fileformat' which comes from hive-site.xml.


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[GitHub] [spark] s1ck commented on a change in pull request #24490: [SPARK-27300][GRAPH] Add Spark Graph modules and dependencies

2019-04-29 Thread GitBox
s1ck commented on a change in pull request #24490: [SPARK-27300][GRAPH] Add 
Spark Graph modules and dependencies
URL: https://github.com/apache/spark/pull/24490#discussion_r279602483
 
 

 ##
 File path: pom.xml
 ##
 @@ -106,6 +106,9 @@
 external/kafka-0-10-assembly
 external/kafka-0-10-sql
 external/avro
+graph/api
+graph/cypher
+graph/graph
 
 Review comment:
   Thanks for the hint. We wanted to add the modules for Python testing 
together with https://issues.apache.org/jira/browse/SPARK-27306, 
https://issues.apache.org/jira/browse/SPARK-27307 and 
https://issues.apache.org/jira/browse/SPARK-27308


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[GitHub] [spark] cloud-fan commented on issue #24489: [SPARK-27555][SQL] sqlConf of SessionState should load hive-site.xml

2019-04-29 Thread GitBox
cloud-fan commented on issue #24489: [SPARK-27555][SQL] sqlConf of SessionState 
 should load hive-site.xml
URL: https://github.com/apache/spark/pull/24489#issuecomment-487808568
 
 
   I think it's done in `SharedState`?


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[GitHub] [spark] dongjoon-hyun closed pull request #24491: [SPARK-26936][MINOR][FOLLOWUP] Don't need the JobConf anymore, it seems

2019-04-29 Thread GitBox
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URL: https://github.com/apache/spark/pull/24491
 
 
   


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   Can one of the admins verify this patch?


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[GitHub] [spark] dongjoon-hyun commented on issue #24490: [SPARK-27300][GRAPH] Add Spark Graph modules and dependencies

2019-04-29 Thread GitBox
dongjoon-hyun commented on issue #24490: [SPARK-27300][GRAPH] Add Spark Graph 
modules and dependencies
URL: https://github.com/apache/spark/pull/24490#issuecomment-487806911
 
 
   ok to test


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