[GitHub] [spark] AmplabJenkins removed a comment on issue #26138: [SPARK-29456][WebUI] Improve tooltip for Session Statistics Table column in JDBC/ODBC Server Tab

2019-10-23 Thread GitBox
AmplabJenkins removed a comment on issue #26138: [SPARK-29456][WebUI] Improve 
tooltip for Session Statistics Table column in JDBC/ODBC Server Tab
URL: https://github.com/apache/spark/pull/26138#issuecomment-542617331
 
 
   Can one of the admins verify this patch?


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[GitHub] [spark] wangyum commented on issue #26138: [SPARK-29456][WebUI] Improve tooltip for Session Statistics Table column in JDBC/ODBC Server Tab

2019-10-23 Thread GitBox
wangyum commented on issue #26138: [SPARK-29456][WebUI] Improve tooltip for 
Session Statistics Table column in JDBC/ODBC Server Tab
URL: https://github.com/apache/spark/pull/26138#issuecomment-545758101
 
 
   ok to test


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[GitHub] [spark] maropu commented on a change in pull request #26230: [SPARK-21287][SQL] Move the validation of fetch size from JDBCOptions to JdbcDialect

2019-10-23 Thread GitBox
maropu commented on a change in pull request #26230: [SPARK-21287][SQL] Move 
the validation of fetch size from JDBCOptions to JdbcDialect
URL: https://github.com/apache/spark/pull/26230#discussion_r338391294
 
 

 ##
 File path: sql/core/src/main/scala/org/apache/spark/sql/jdbc/MySQLDialect.scala
 ##
 @@ -46,4 +47,14 @@ private case object MySQLDialect extends JdbcDialect {
   }
 
   override def isCascadingTruncateTable(): Option[Boolean] = Some(false)
+
+  override def validateFetchSize(size: Int): Unit = {
+require(size >= 0 || size == Integer.MIN_VALUE,
+  s"Invalid value `${size.toString}` for parameter " +
+s"`${JDBCOptions.JDBC_BATCH_FETCH_SIZE}` for MySQL. " +
+s"The value should be >= 0 or equals Integer.MIN_VALUE; " +
 
 Review comment:
   nit: you don't need `s` here.


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[GitHub] [spark] maropu commented on a change in pull request #26230: [SPARK-21287][SQL] Move the validation of fetch size from JDBCOptions to JdbcDialect

2019-10-23 Thread GitBox
maropu commented on a change in pull request #26230: [SPARK-21287][SQL] Move 
the validation of fetch size from JDBCOptions to JdbcDialect
URL: https://github.com/apache/spark/pull/26230#discussion_r338390391
 
 

 ##
 File path: 
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/jdbc/JDBCRDD.scala
 ##
 @@ -184,6 +184,9 @@ private[jdbc] class JDBCRDD(
 options: JDBCOptions)
   extends RDD[InternalRow](sc, Nil) {
 
+  import scala.collection.JavaConverters._
 
 Review comment:
   How about moving this into the header and removing the other import?: 
https://github.com/apache/spark/blob/fd899d6331f4777a36a3f2a79a6b2fa123dccc1a/sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/jdbc/JDBCRDD.scala#L274


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[GitHub] [spark] maropu commented on a change in pull request #26230: [SPARK-21287][SQL] Move the validation of fetch size from JDBCOptions to JdbcDialect

2019-10-23 Thread GitBox
maropu commented on a change in pull request #26230: [SPARK-21287][SQL] Move 
the validation of fetch size from JDBCOptions to JdbcDialect
URL: https://github.com/apache/spark/pull/26230#discussion_r338391122
 
 

 ##
 File path: sql/core/src/main/scala/org/apache/spark/sql/jdbc/JdbcDialects.scala
 ##
 @@ -150,6 +151,30 @@ abstract class JdbcDialect extends Serializable {
   def beforeFetch(connection: Connection, properties: Map[String, String]): 
Unit = {
   }
 
+  /**
+   * Do some extra properties validation work in addition to the validation in 
[[JDBCOptions]],
+   * eg. [[validateFetchSize()]].
+   * @param properties The connection properties.  This is passed through from 
the relation.
+   */
+  def validateProperties(properties: Map[String, String]): Unit = {
+val fetchSize = properties.getOrElse(JDBCOptions.JDBC_BATCH_FETCH_SIZE, 
"0").toInt
+validateFetchSize(fetchSize)
+  }
+
+  /**
+   * This is to validate the fetch size specified via 
[[JDBCOptions.JDBC_BATCH_FETCH_SIZE]].
+   * The implementation here requires the fetch size >= 0, sub classes may 
override it to meet
+   * requirement of different dialects.
+   * @param size the fetch size to validate.
+   */
+  protected def validateFetchSize(size: Int): Unit = {
 
 Review comment:
   How about just making this IF public in JdbcDialect? Then, dropping 
`validateProperties`.


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[GitHub] [spark] maropu commented on issue #26230: [SPARK-21287][SQL] Move the validation of fetch size from JDBCOptions to JdbcDialect

2019-10-23 Thread GitBox
maropu commented on issue #26230: [SPARK-21287][SQL] Move the validation of 
fetch size from JDBCOptions to JdbcDialect
URL: https://github.com/apache/spark/pull/26230#issuecomment-545757199
 
 
   Can you add some tests in `JDBCSuite`? You can see the other examples there, 
e.g., 
https://github.com/apache/spark/blob/fd899d6331f4777a36a3f2a79a6b2fa123dccc1a/sql/core/src/test/scala/org/apache/spark/sql/jdbc/JDBCSuite.scala#L781


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[GitHub] [spark] cloud-fan commented on issue #26190: [SPARK-29532][SQL] simplify interval string parsing

2019-10-23 Thread GitBox
cloud-fan commented on issue #26190: [SPARK-29532][SQL] simplify interval 
string parsing
URL: https://github.com/apache/spark/pull/26190#issuecomment-545756654
 
 
   The last argument is about performance: 
https://github.com/apache/spark/pull/26190#discussion_r338206250
   
   My point is that: The regex-based java version is faster but it's not as 
functional as the antlr parser as I pointed out in the above comment. Now we 
are in the early stage of exposing the interval type, and we should focus more 
on the functionality instead of performance. For the `INTERVAL '...'` literal 
syntax and parsing watermark string, the performance doesn't really matter. For 
cast, the performance matters, but it's better to have a UTF8String based 
parser instead of regex-based.


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[GitHub] [spark] HyukjinKwon commented on a change in pull request #25464: [SPARK-28746][SQL] Add partitionby hint for sql queries

2019-10-23 Thread GitBox
HyukjinKwon commented on a change in pull request #25464: [SPARK-28746][SQL] 
Add partitionby hint  for sql queries
URL: https://github.com/apache/spark/pull/25464#discussion_r338391078
 
 

 ##
 File path: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/ResolveHints.scala
 ##
 @@ -137,31 +137,96 @@ object ResolveHints {
   }
 
   /**
-   * COALESCE Hint accepts name "COALESCE" and "REPARTITION".
-   * Its parameter includes a partition number.
+   * COALESCE Hint accepts names "COALESCE", "REPARTITION", and 
"REPARTITIONBYRANGE".
*/
-  object ResolveCoalesceHints extends Rule[LogicalPlan] {
-private val COALESCE_HINT_NAMES = Set("COALESCE", "REPARTITION")
+  class ResolveCoalesceHints(conf: SQLConf) extends Rule[LogicalPlan] {
+
+/**
+ * This function handles hints for "COALESCE" and "REPARTITION".
+ * The "COALESCE" hint only has a partition number as a parameter. The 
"REPARTITION" hint
+ * has a partition number, columns, or both of them as parameters.
+ */
+private def createRepartition(
+shuffle: Boolean, hint: UnresolvedHint): LogicalPlan = {
+  val hintName = hint.name.toUpperCase(Locale.ROOT)
+
+  def createRepartitionByExpression(
+  numPartitions: Int, partitionExprs: Seq[Any]): 
RepartitionByExpression = {
+val invalidParams = 
partitionExprs.filter(!_.isInstanceOf[UnresolvedAttribute])
+if (invalidParams.nonEmpty) {
+  throw new AnalysisException(s"$hintName Hint parameter should 
include columns, but " +
+s"${invalidParams.mkString(", ")} found")
+}
+RepartitionByExpression(
+  partitionExprs.map(_.asInstanceOf[Expression]), hint.child, 
numPartitions)
+  }
 
-def apply(plan: LogicalPlan): LogicalPlan = plan.resolveOperators {
-  case h: UnresolvedHint if 
COALESCE_HINT_NAMES.contains(h.name.toUpperCase(Locale.ROOT)) =>
-val hintName = h.name.toUpperCase(Locale.ROOT)
-val shuffle = hintName match {
-  case "REPARTITION" => true
-  case "COALESCE" => false
+  hint.parameters match {
+case Seq(IntegerLiteral(numPartitions)) =>
+  Repartition(numPartitions, shuffle, hint.child)
+case Seq(numPartitions: Int) =>
+  Repartition(numPartitions, shuffle, hint.child)
+// The "COALESCE" hint (shuffle = false) must have a partition number 
only
+case _ if !shuffle =>
+  throw new AnalysisException(s"$hintName Hint expects a partition 
number as a parameter")
+
+case param @ Seq(IntegerLiteral(numPartitions), _*) if shuffle =>
+  createRepartitionByExpression(numPartitions, param.tail)
+case param @ Seq(numPartitions: Int, _*) if shuffle =>
+  createRepartitionByExpression(numPartitions, param.tail)
+case param @ Seq(_*) if shuffle =>
+  createRepartitionByExpression(conf.numShufflePartitions, param)
+  }
+}
+
+/**
+ * This function handles hints for "REPARTITIONBYRANGE".
+ * The "REPARTITIONBYRANGE" hint must have column names and a partition 
number is optional.
+ */
+private def createRepartitionByRange(hint: UnresolvedHint): 
RepartitionByExpression = {
+  val hintName = hint.name.toUpperCase(Locale.ROOT)
+
+  def createRepartitionByExpression(
 
 Review comment:
   `createRepartitionByExpression` seems duplicated. Can we just make one 
private function to share?


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[GitHub] [spark] HyukjinKwon commented on a change in pull request #25464: [SPARK-28746][SQL] Add partitionby hint for sql queries

2019-10-23 Thread GitBox
HyukjinKwon commented on a change in pull request #25464: [SPARK-28746][SQL] 
Add partitionby hint  for sql queries
URL: https://github.com/apache/spark/pull/25464#discussion_r338390931
 
 

 ##
 File path: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/ResolveHints.scala
 ##
 @@ -137,31 +137,96 @@ object ResolveHints {
   }
 
   /**
-   * COALESCE Hint accepts name "COALESCE" and "REPARTITION".
-   * Its parameter includes a partition number.
+   * COALESCE Hint accepts names "COALESCE", "REPARTITION", and 
"REPARTITIONBYRANGE".
*/
-  object ResolveCoalesceHints extends Rule[LogicalPlan] {
-private val COALESCE_HINT_NAMES = Set("COALESCE", "REPARTITION")
+  class ResolveCoalesceHints(conf: SQLConf) extends Rule[LogicalPlan] {
+
+/**
+ * This function handles hints for "COALESCE" and "REPARTITION".
+ * The "COALESCE" hint only has a partition number as a parameter. The 
"REPARTITION" hint
+ * has a partition number, columns, or both of them as parameters.
+ */
+private def createRepartition(
+shuffle: Boolean, hint: UnresolvedHint): LogicalPlan = {
+  val hintName = hint.name.toUpperCase(Locale.ROOT)
+
+  def createRepartitionByExpression(
+  numPartitions: Int, partitionExprs: Seq[Any]): 
RepartitionByExpression = {
+val invalidParams = 
partitionExprs.filter(!_.isInstanceOf[UnresolvedAttribute])
+if (invalidParams.nonEmpty) {
+  throw new AnalysisException(s"$hintName Hint parameter should 
include columns, but " +
+s"${invalidParams.mkString(", ")} found")
+}
+RepartitionByExpression(
+  partitionExprs.map(_.asInstanceOf[Expression]), hint.child, 
numPartitions)
+  }
 
-def apply(plan: LogicalPlan): LogicalPlan = plan.resolveOperators {
-  case h: UnresolvedHint if 
COALESCE_HINT_NAMES.contains(h.name.toUpperCase(Locale.ROOT)) =>
-val hintName = h.name.toUpperCase(Locale.ROOT)
-val shuffle = hintName match {
-  case "REPARTITION" => true
-  case "COALESCE" => false
+  hint.parameters match {
+case Seq(IntegerLiteral(numPartitions)) =>
+  Repartition(numPartitions, shuffle, hint.child)
+case Seq(numPartitions: Int) =>
+  Repartition(numPartitions, shuffle, hint.child)
+// The "COALESCE" hint (shuffle = false) must have a partition number 
only
+case _ if !shuffle =>
+  throw new AnalysisException(s"$hintName Hint expects a partition 
number as a parameter")
+
+case param @ Seq(IntegerLiteral(numPartitions), _*) if shuffle =>
+  createRepartitionByExpression(numPartitions, param.tail)
 
 Review comment:
   Hm, It's `REPARTITION()` but why does it creates range partition in this 
case? Do you intend to support range partition by something like 
`REPARTITION(...)`?


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[GitHub] [spark] AmplabJenkins removed a comment on issue #26238: [SPARK-29110][SQL][TESTS] Port window.sql (Part 4)

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URL: https://github.com/apache/spark/pull/26238#issuecomment-545755371
 
 
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[GitHub] [spark] AmplabJenkins removed a comment on issue #26238: [SPARK-29110][SQL][TESTS] Port window.sql (Part 4)

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[GitHub] [spark] AmplabJenkins commented on issue #26238: [SPARK-29110][SQL][TESTS] Port window.sql (Part 4)

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[GitHub] [spark] AmplabJenkins commented on issue #26238: [SPARK-29110][SQL][TESTS] Port window.sql (Part 4)

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[GitHub] [spark] SparkQA removed a comment on issue #26238: [SPARK-29110][SQL][TESTS] Port window.sql (Part 4)

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SparkQA removed a comment on issue #26238: [SPARK-29110][SQL][TESTS] Port 
window.sql (Part 4)
URL: https://github.com/apache/spark/pull/26238#issuecomment-545709744
 
 
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[GitHub] [spark] SparkQA commented on issue #26238: [SPARK-29110][SQL][TESTS] Port window.sql (Part 4)

2019-10-23 Thread GitBox
SparkQA commented on issue #26238: [SPARK-29110][SQL][TESTS] Port window.sql 
(Part 4)
URL: https://github.com/apache/spark/pull/26238#issuecomment-545754953
 
 
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* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.


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[GitHub] [spark] AmplabJenkins commented on issue #26190: [SPARK-29532][SQL] simplify interval string parsing

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[GitHub] [spark] HyukjinKwon commented on issue #25464: [SPARK-28746][SQL] Add partitionby hint for sql queries

2019-10-23 Thread GitBox
HyukjinKwon commented on issue #25464: [SPARK-28746][SQL] Add partitionby hint  
for sql queries
URL: https://github.com/apache/spark/pull/25464#issuecomment-545754103
 
 
   Looks making sense to me. cc @maryannxue, @maropu, @cloud-fan


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[GitHub] [spark] SparkQA commented on issue #26190: [SPARK-29532][SQL] simplify interval string parsing

2019-10-23 Thread GitBox
SparkQA commented on issue #26190: [SPARK-29532][SQL] simplify interval string 
parsing
URL: https://github.com/apache/spark/pull/26190#issuecomment-545753982
 
 
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[GitHub] [spark] HyukjinKwon commented on a change in pull request #26016: [SPARK-24914][SQL] New statistic to improve data size estimate for columnar storage formats

2019-10-23 Thread GitBox
HyukjinKwon commented on a change in pull request #26016: [SPARK-24914][SQL] 
New statistic to improve data size estimate for columnar storage formats
URL: https://github.com/apache/spark/pull/26016#discussion_r338388607
 
 

 ##
 File path: 
sql/catalyst/src/main/scala/org/apache/spark/sql/internal/SQLConf.scala
 ##
 @@ -1331,6 +1331,29 @@ object SQLConf {
   .booleanConf
   .createWithDefault(false)
 
+  val DESERIALIZATION_FACTOR_CALC_ENABLED =
+buildConf("spark.sql.statistics.deserFactor.calc.enabled")
+  .doc("Enables the calculation of the deserialization factor as a table 
statistic. " +
+"This factor is intended to be calculated for columnar storage formats 
as a ratio of " +
+"actual data size to raw file size but currently Spark calculates this 
only for the ORC " +
+"format. Spark uses this ratio is to scale up the estimated size, 
which leads to " +
+"better estimate of in-memory data size and improves the query 
optimization (i.e., join " +
+"strategy). In case of partitioned table the maximum of these factors 
is taken. " +
+"Spark stores this factor in the meta store and reuses it so the table 
" +
+"can grow without having to recompute this statistic. " +
+"The stored factor can be removed only by a TRUNCATE or a DROP table 
so even a " +
+"subsequent ANALYZE TABLE where the calculation is disabled keeps the 
old value.")
+  .booleanConf
+  .createWithDefault(false)
+
+  val DESERIALIZATION_FACTOR_EXTRA_DISTORTION =
+buildConf("spark.sql.statistics.deserFactor.distortion")
 
 Review comment:
   Sorry if I rushed to read but why do we need this configuration?


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[GitHub] [spark] SparkQA commented on issue #25854: [SPARK-29145][SQL] Support sub-queries in join conditions

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[GitHub] [spark] SparkQA commented on issue #26190: [SPARK-29532][SQL] simplify interval string parsing

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[GitHub] [spark] AngersZhuuuu commented on a change in pull request #25854: [SPARK-29145][SQL] Support sub-queries in join conditions

2019-10-23 Thread GitBox
AngersZh commented on a change in pull request #25854: [SPARK-29145][SQL]  
Support sub-queries in join conditions   
URL: https://github.com/apache/spark/pull/25854#discussion_r338387047
 
 

 ##
 File path: sql/core/src/test/scala/org/apache/spark/sql/SubquerySuite.scala
 ##
 @@ -204,6 +204,84 @@ class SubquerySuite extends QueryTest with 
SharedSparkSession {
 }
   }
 
+  test("SPARK-29145: JOIN Condition use QueryList") {
+withTempView("s1", "s2", "s3") {
+  Seq(1, 3, 5, 7, 9).toDF("id").createOrReplaceTempView("s1")
+  Seq(1, 3, 4, 6, 9).toDF("id").createOrReplaceTempView("s2")
+  Seq(3, 4, 6, 9).toDF("id").createOrReplaceTempView("s3")
+
+  checkAnswer(
+sql("SELECT s1.id from s1 JOIN s2 ON s1.id = s2.id and s1.id IN 
(select 9)"),
+Row(9) :: Nil)
+
+  checkAnswer(
+sql("SELECT s1.id from s1 JOIN s2 ON s1.id = s2.id and s1.id NOT IN 
(select 9)"),
+Row(1) :: Row(3) :: Nil)
+
+  // case `IN`
+  checkAnswer(
+sql("SELECT s1.id from s1 JOIN s2 ON s1.id = s2.id and s1.id IN 
(select id from s3)"),
+Row(3) :: Row(9) :: Nil)
+
+  checkAnswer(
+sql("SELECT s1.id as id2 from s1 LEFT SEMI JOIN s2 " +
 
 Review comment:
   Changed.


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[GitHub] [spark] SparkQA commented on issue #26237: [SPARK-29526][SQL] UNCACHE TABLE should look up catalog/table like v2 commands

2019-10-23 Thread GitBox
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up catalog/table like v2 commands 
URL: https://github.com/apache/spark/pull/26237#issuecomment-545750405
 
 
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* This patch passes all tests.
* This patch merges cleanly.
* This patch adds the following public classes _(experimental)_:
 * `case class UncacheTableStatement(`


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SparkQA removed a comment on issue #26237: [SPARK-29526][SQL] UNCACHE TABLE 
should look up catalog/table like v2 commands 
URL: https://github.com/apache/spark/pull/26237#issuecomment-545704979
 
 
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[GitHub] [spark] HyukjinKwon commented on a change in pull request #26016: [SPARK-24914][SQL] New statistic to improve data size estimate for columnar storage formats

2019-10-23 Thread GitBox
HyukjinKwon commented on a change in pull request #26016: [SPARK-24914][SQL] 
New statistic to improve data size estimate for columnar storage formats
URL: https://github.com/apache/spark/pull/26016#discussion_r338386395
 
 

 ##
 File path: 
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/orc/OrcUtils.scala
 ##
 @@ -46,6 +47,17 @@ object OrcUtils extends Logging {
 "ZLIB" -> ".zlib",
 "LZO" -> ".lzo")
 
+  def rawSize(hadoopConf: Configuration, filePath: Path): BigInt = {
+val fs = filePath.getFileSystem(hadoopConf)
+val readerOptions = OrcFile.readerOptions(hadoopConf).filesystem(fs)
+try {
+  val reader = OrcFile.createReader(filePath, readerOptions)
 
 Review comment:
   Hm, wouldn't this require the driver side to touch and read every file?


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[GitHub] [spark] SparkQA commented on issue #26190: [SPARK-29532][SQL] simplify interval string parsing

2019-10-23 Thread GitBox
SparkQA commented on issue #26190: [SPARK-29532][SQL] simplify interval string 
parsing
URL: https://github.com/apache/spark/pull/26190#issuecomment-545750297
 
 
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[GitHub] [spark] PavithraRamachandran commented on a change in pull request #26138: [SPARK-29456][WebUI] Improve tooltip for Session Statistics Table column in JDBC/ODBC Server Tab

2019-10-23 Thread GitBox
PavithraRamachandran commented on a change in pull request #26138: 
[SPARK-29456][WebUI] Improve tooltip for Session Statistics Table column in 
JDBC/ODBC Server Tab
URL: https://github.com/apache/spark/pull/26138#discussion_r338386018
 
 

 ##
 File path: 
sql/hive-thriftserver/src/main/scala/org/apache/spark/sql/hive/thriftserver/ui/ToolTips.scala
 ##
 @@ -29,4 +29,16 @@ private[ui] object ToolTips {
 
   val THRIFT_SERVER_DURATION =
 "Difference between start time and close time"
+
+  val THRIFT_SESSION_TOTAL_EXECUTE =
+"Number of operations submitted in this session."
+
+  val THRIFT_SESSION_START_TIME =
+"Session Start time,on launching the session."
+
+  val THRIFT_SESSION_FINISH_TIME =
+"Session end time, after closing the session."
+
+  val THRIFT_SESSION_DURATION =
+"Active duration of the session."
 
 Review comment:
   @wangyum  i have added tooltip for all the columns in session table. Could 
you review?


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[GitHub] [spark] cloud-fan commented on a change in pull request #26190: [SPARK-29532][SQL] simplify interval string parsing

2019-10-23 Thread GitBox
cloud-fan commented on a change in pull request #26190: [SPARK-29532][SQL] 
simplify interval string parsing
URL: https://github.com/apache/spark/pull/26190#discussion_r338384646
 
 

 ##
 File path: sql/core/benchmarks/IntervalBenchmark-results.txt
 ##
 @@ -1,25 +1,25 @@
-Java HotSpot(TM) 64-Bit Server VM 1.8.0_202-b08 on Mac OS X 10.15
-Intel(R) Core(TM) i7-4850HQ CPU @ 2.30GHz
+Java HotSpot(TM) 64-Bit Server VM 1.8.0_161-b12 on Mac OS X 10.14
+Intel(R) Core(TM) i7-6920HQ CPU @ 2.90GHz
 cast strings to intervals:Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
 

-string w/ interval  420435 
 18  2.4 419.8   1.0X
-string w/o interval 359365 
 10  2.8 358.7   1.2X
-1 units w/ interval 752759 
  8  1.3 752.0   0.6X
-1 units w/o interval762766 
  4  1.3 762.0   0.6X
-2 units w/ interval 961970 
  8  1.0 960.7   0.4X
-2 units w/o interval970976 
  9  1.0 970.2   0.4X
-3 units w/ interval1130   1136 
  7  0.91130.4   0.4X
-3 units w/o interval   1150   1158 
  9  0.91150.3   0.4X
-4 units w/ interval1333   1336 
  3  0.71333.5   0.3X
-4 units w/o interval   1354   1359 
  4  0.71354.5   0.3X
-5 units w/ interval1523   1525 
  2  0.71523.3   0.3X
-5 units w/o interval   1549   1551 
  3  0.61549.4   0.3X
-6 units w/ interval1661   1663 
  2  0.61660.8   0.3X
-6 units w/o interval   1691   1704 
 13  0.61691.2   0.2X
-7 units w/ interval1811   1817 
  8  0.61810.6   0.2X
-7 units w/o interval   1853   1854 
  1  0.51853.2   0.2X
-8 units w/ interval2029   2037 
  8  0.52028.7   0.2X
-8 units w/o interval   2075   2075 
  1  0.52074.5   0.2X
-9 units w/ interval2170   2175 
  5  0.52170.0   0.2X
-9 units w/o interval   2204   2212 
  8  0.52203.6   0.2X
+prepare string w/ interval  403419 
 18  2.5 403.1   1.0X
+prepare string w/o interval 341353 
 21  2.9 341.1   1.2X
+1 units w/ interval5154   5159 
  8  0.25153.5   0.1X
+1 units w/o interval   4818   4833 
 20  0.24817.6   0.1X
+2 units w/ interval6191   6223 
 41  0.26190.6   0.1X
+2 units w/o interval   6236   6264 
 25  0.26235.7   0.1X
+3 units w/ interval7397   7567 
170  0.17397.0   0.1X
+3 units w/o interval   7280   7367 
 76  0.17279.6   0.1X
+4 units w/ interval8197   8228 
 27  0.18197.3   0.0X
+4 units w/o interval   7977   7989 
 17  0.17977.3   0.1X
+5 units w/ interval9089   9192 
101  0.19088.8   0.0X
+5 units w/o interval   8853   8858 
  5  0.18852.8   0.0X
+6 units w/ interval9696   9720 
 23  0.19695.6   0.0X
+6 units w/o interval   9509   9518 
  9  0.19509.4   0.0X
+7 units w/ interval   10738  

[GitHub] [spark] maropu commented on issue #25344: [SPARK-28151][SQL] Mapped ByteType to TinyINT for MsSQLServerDialect

2019-10-23 Thread GitBox
maropu commented on issue #25344: [SPARK-28151][SQL] Mapped ByteType to TinyINT 
for MsSQLServerDialect
URL: https://github.com/apache/spark/pull/25344#issuecomment-545746972
 
 
   That should be like this? 
https://github.com/apache/spark/pull/25344/files#diff-391379a5ec51082e2ae1209db15c02b3R549
   ```
   case ShortType =>
 (stmt: PreparedStatement, row: Row, pos: Int) =>
   stmt.setInt(pos + 1, row.getShort(pos))
   ```
   =>
   ```
   case ShortType =>
 (stmt: PreparedStatement, row: Row, pos: Int) =>
   stmt.setShort(pos + 1, row.getShort(pos))
   ```
   ?


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[GitHub] [spark] HyukjinKwon commented on issue #25749: [SPARK-29041][PYTHON] Allows createDataFrame to accept bytes as binary type

2019-10-23 Thread GitBox
HyukjinKwon commented on issue #25749: [SPARK-29041][PYTHON] Allows 
createDataFrame to accept bytes as binary type
URL: https://github.com/apache/spark/pull/25749#issuecomment-545746713
 
 
   This patch is a bit hard to say a bug fix (as pointed out at 
https://github.com/apache/spark/pull/25749#issuecomment-530565191) and I think 
that's why it was not backported ..


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[GitHub] [spark] HyukjinKwon commented on issue #26118: [SPARK-24915][Python] Fix Row handling with Schema.

2019-10-23 Thread GitBox
HyukjinKwon commented on issue #26118: [SPARK-24915][Python] Fix Row handling 
with Schema.
URL: https://github.com/apache/spark/pull/26118#issuecomment-545746315
 
 
   Seems making sense to me.


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[GitHub] [spark] maropu commented on a change in pull request #25854: [SPARK-29145][SQL] Spark SQL cannot handle "NOT IN" condition when using "JOIN"

2019-10-23 Thread GitBox
maropu commented on a change in pull request #25854: [SPARK-29145][SQL] Spark 
SQL cannot handle "NOT IN" condition when using "JOIN"
URL: https://github.com/apache/spark/pull/25854#discussion_r338382197
 
 

 ##
 File path: sql/core/src/test/scala/org/apache/spark/sql/SubquerySuite.scala
 ##
 @@ -204,6 +204,84 @@ class SubquerySuite extends QueryTest with 
SharedSparkSession {
 }
   }
 
+  test("SPARK-29145: JOIN Condition use QueryList") {
+withTempView("s1", "s2", "s3") {
+  Seq(1, 3, 5, 7, 9).toDF("id").createOrReplaceTempView("s1")
+  Seq(1, 3, 4, 6, 9).toDF("id").createOrReplaceTempView("s2")
+  Seq(3, 4, 6, 9).toDF("id").createOrReplaceTempView("s3")
+
+  checkAnswer(
+sql("SELECT s1.id from s1 JOIN s2 ON s1.id = s2.id and s1.id IN 
(select 9)"),
+Row(9) :: Nil)
+
+  checkAnswer(
+sql("SELECT s1.id from s1 JOIN s2 ON s1.id = s2.id and s1.id NOT IN 
(select 9)"),
+Row(1) :: Row(3) :: Nil)
+
+  // case `IN`
+  checkAnswer(
+sql("SELECT s1.id from s1 JOIN s2 ON s1.id = s2.id and s1.id IN 
(select id from s3)"),
+Row(3) :: Row(9) :: Nil)
+
+  checkAnswer(
+sql("SELECT s1.id as id2 from s1 LEFT SEMI JOIN s2 " +
 
 Review comment:
   nit: can you follow the format of the other tests? In multi-line cases, the 
format seems to be like this;
   ```
 sql("""
   |
   | ...
   ...
   |  ) """.stripMargin)
   ```


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[GitHub] [spark] maropu commented on issue #25854: [SPARK-29145][SQL] Spark SQL cannot handle "NOT IN" condition when using "JOIN"

2019-10-23 Thread GitBox
maropu commented on issue #25854: [SPARK-29145][SQL] Spark SQL cannot handle 
"NOT IN" condition when using "JOIN"   
URL: https://github.com/apache/spark/pull/25854#issuecomment-545745432
 
 
   Can you update the title? `Support sub-queries in join conditions`?


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[GitHub] [spark] AmplabJenkins removed a comment on issue #26232: [SPARK-29093][PYTHON][ML] Remove automatically generated param setters in _shared_params_code_gen.py

2019-10-23 Thread GitBox
AmplabJenkins removed a comment on issue #26232: [SPARK-29093][PYTHON][ML] 
Remove automatically generated param setters in _shared_params_code_gen.py
URL: https://github.com/apache/spark/pull/26232#issuecomment-545744459
 
 
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[GitHub] [spark] AmplabJenkins removed a comment on issue #26232: [SPARK-29093][PYTHON][ML] Remove automatically generated param setters in _shared_params_code_gen.py

2019-10-23 Thread GitBox
AmplabJenkins removed a comment on issue #26232: [SPARK-29093][PYTHON][ML] 
Remove automatically generated param setters in _shared_params_code_gen.py
URL: https://github.com/apache/spark/pull/26232#issuecomment-545744462
 
 
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[GitHub] [spark] AmplabJenkins commented on issue #26232: [SPARK-29093][PYTHON][ML] Remove automatically generated param setters in _shared_params_code_gen.py

2019-10-23 Thread GitBox
AmplabJenkins commented on issue #26232: [SPARK-29093][PYTHON][ML] Remove 
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[GitHub] [spark] AmplabJenkins commented on issue #26232: [SPARK-29093][PYTHON][ML] Remove automatically generated param setters in _shared_params_code_gen.py

2019-10-23 Thread GitBox
AmplabJenkins commented on issue #26232: [SPARK-29093][PYTHON][ML] Remove 
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[GitHub] [spark] SparkQA commented on issue #26232: [SPARK-29093][PYTHON][ML] Remove automatically generated param setters in _shared_params_code_gen.py

2019-10-23 Thread GitBox
SparkQA commented on issue #26232: [SPARK-29093][PYTHON][ML] Remove 
automatically generated param setters in _shared_params_code_gen.py
URL: https://github.com/apache/spark/pull/26232#issuecomment-545744186
 
 
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[GitHub] [spark] maropu commented on a change in pull request #26114: [SPARK-29468][SQL] Change Literal.sql to be correct for floats.

2019-10-23 Thread GitBox
maropu commented on a change in pull request #26114: [SPARK-29468][SQL] Change 
Literal.sql to be correct for floats.
URL: https://github.com/apache/spark/pull/26114#discussion_r338379260
 
 

 ##
 File path: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/literals.scala
 ##
 @@ -370,7 +390,7 @@ case class Literal (value: Any, dataType: DataType) 
extends LeafExpression {
 case _ if v.isNaN => "'NaN'"
 case Float.PositiveInfinity => "'Infinity'"
 case Float.NegativeInfinity => "'-Infinity'"
-case _ => v
+case _ => s"'$v'"
 
 Review comment:
   oh, that's smarter..


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[GitHub] [spark] PavithraRamachandran commented on issue #26222: [SPARK-29504][WebUI] Toggle full job description on click

2019-10-23 Thread GitBox
PavithraRamachandran commented on issue #26222: [SPARK-29504][WebUI] Toggle 
full job description on click
URL: https://github.com/apache/spark/pull/26222#issuecomment-545740477
 
 
   @gengliangwang  thank you . Could you merge?
   


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[GitHub] [spark] habren closed pull request #24663: [SPARK-27792][SQL] SkewJoin--handle only skewed keys with broadcastjoin

2019-10-23 Thread GitBox
habren closed pull request #24663: [SPARK-27792][SQL] SkewJoin--handle only 
skewed keys with broadcastjoin
URL: https://github.com/apache/spark/pull/24663
 
 
   


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[GitHub] [spark] SparkQA commented on issue #26109: [SPARK-29461][SQL] Measure the number of records being updated for JDBC writer

2019-10-23 Thread GitBox
SparkQA commented on issue #26109: [SPARK-29461][SQL] Measure the number of 
records being updated for JDBC writer
URL: https://github.com/apache/spark/pull/26109#issuecomment-545736477
 
 
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[GitHub] [spark] AmplabJenkins removed a comment on issue #26184: [SPARK-29527][SQL] SHOW CREATE TABLE should look up catalog/table like v2 commands

2019-10-23 Thread GitBox
AmplabJenkins removed a comment on issue #26184: [SPARK-29527][SQL] SHOW CREATE 
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[GitHub] [spark] AmplabJenkins removed a comment on issue #26184: [SPARK-29527][SQL] SHOW CREATE TABLE should look up catalog/table like v2 commands

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AmplabJenkins removed a comment on issue #26184: [SPARK-29527][SQL] SHOW CREATE 
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[GitHub] [spark] AmplabJenkins commented on issue #26184: [SPARK-29527][SQL] SHOW CREATE TABLE should look up catalog/table like v2 commands

2019-10-23 Thread GitBox
AmplabJenkins commented on issue #26184: [SPARK-29527][SQL] SHOW CREATE TABLE 
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[GitHub] [spark] AngersZhuuuu commented on issue #26240: [SPARK-29530][SQL][branch-2.4] Make SQLConf in SQL parse process thread safe

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AngersZh commented on issue #26240: [SPARK-29530][SQL][branch-2.4] Make 
SQLConf in SQL parse process thread safe
URL: https://github.com/apache/spark/pull/26240#issuecomment-545732686
 
 
   @gatorsmile   Open pr for branch-2.4.


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[GitHub] [spark] AngersZhuuuu opened a new pull request #26240: [SPARK-29530][SQL][branch-2.4] Make SQLConf in SQL parse process thread safe

2019-10-23 Thread GitBox
AngersZh opened a new pull request #26240: [SPARK-29530][SQL][branch-2.4] 
Make SQLConf in SQL parse process thread safe
URL: https://github.com/apache/spark/pull/26240
 
 
   ### What changes were proposed in this pull request?
   
   SparkSession.sql() method parse process not under current sparksession's 
conf, so some configuration about parser is not valid in multi-thread situation.
   
   In this pr, we add a SQLConf parameter to AbstractSqlParser and initial it 
with SessionState's conf.
   Then for each SparkSession's parser process. It will use's it's own 
SessionState's SQLConf and to be thread safe
   
   
   ### Why are the changes needed?
   Fix bug
   
   
   ### Does this PR introduce any user-facing change?
   NO
   
   
   ### How was this patch tested?
   NO
   


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[GitHub] [spark] AmplabJenkins commented on issue #26234: [SPARK-29571][SQL][TESTS][FOLLOWUP] Fix UT in AllExecutionsPageSuite

2019-10-23 Thread GitBox
AmplabJenkins commented on issue #26234: [SPARK-29571][SQL][TESTS][FOLLOWUP] 
Fix UT in AllExecutionsPageSuite
URL: https://github.com/apache/spark/pull/26234#issuecomment-545731652
 
 
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[GitHub] [spark] AmplabJenkins commented on issue #26234: [SPARK-29571][SQL][TESTS][FOLLOWUP] Fix UT in AllExecutionsPageSuite

2019-10-23 Thread GitBox
AmplabJenkins commented on issue #26234: [SPARK-29571][SQL][TESTS][FOLLOWUP] 
Fix UT in AllExecutionsPageSuite
URL: https://github.com/apache/spark/pull/26234#issuecomment-545731656
 
 
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[GitHub] [spark] AmplabJenkins removed a comment on issue #26234: [SPARK-29571][SQL][TESTS][FOLLOWUP] Fix UT in AllExecutionsPageSuite

2019-10-23 Thread GitBox
AmplabJenkins removed a comment on issue #26234: 
[SPARK-29571][SQL][TESTS][FOLLOWUP] Fix UT in AllExecutionsPageSuite
URL: https://github.com/apache/spark/pull/26234#issuecomment-545731652
 
 
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[GitHub] [spark] LantaoJin edited a comment on issue #24663: [SPARK-27792][SQL] SkewJoin--handle only skewed keys with broadcastjoin

2019-10-23 Thread GitBox
LantaoJin edited a comment on issue #24663: [SPARK-27792][SQL] SkewJoin--handle 
only skewed keys with broadcastjoin
URL: https://github.com/apache/spark/pull/24663#issuecomment-545730909
 
 
   It looks like the same with 
https://github.com/frb502/spark-skewed-join-hint/blob/28c3ac5601f938d1a8c61548cf09f7ff998046c2/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/ResolveHints.scala#L102


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[GitHub] [spark] SparkQA removed a comment on issue #26234: [SPARK-29571][SQL][TESTS][FOLLOWUP] Fix UT in AllExecutionsPageSuite

2019-10-23 Thread GitBox
SparkQA removed a comment on issue #26234: [SPARK-29571][SQL][TESTS][FOLLOWUP] 
Fix UT in AllExecutionsPageSuite
URL: https://github.com/apache/spark/pull/26234#issuecomment-545688821
 
 
   **[Test build #112575 has 
started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/112575/testReport)**
 for PR 26234 at commit 
[`cce2fcc`](https://github.com/apache/spark/commit/cce2fccc825d64a0d6302b9eeab387671a9c1336).


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