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[GitHub] [spark] SparkQA commented on pull request #34070: [SPARK-36840][SQL] Support DPP if there is no selective predicate on the filtering side

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* This patch passes all tests.
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[GitHub] [spark] SparkQA commented on pull request #34673: [WIP][SPARK-37343][SQL] Implement createIndex, IndexExists and dropIndex in JDBC (Postgres dialect)

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[GitHub] [spark] dchvn commented on pull request #34673: [WIP][SPARK-37343][SQL] Implement createIndex, IndexExists and dropIndex in JDBC (Postgres dialect)

2021-11-19 Thread GitBox


dchvn commented on pull request #34673:
URL: https://github.com/apache/spark/pull/34673#issuecomment-974602693


   CC @huaxingao FYI. Please take a look when you find some time, thanks!


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[GitHub] [spark] dchvn commented on a change in pull request #34673: [WIP][SPARK-37343][SQL] Implement createIndex, IndexExists and dropIndex in JDBC (Postgres dialect)

2021-11-19 Thread GitBox


dchvn commented on a change in pull request #34673:
URL: https://github.com/apache/spark/pull/34673#discussion_r753640549



##
File path: 
sql/core/src/main/scala/org/apache/spark/sql/jdbc/PostgresDialect.scala
##
@@ -164,4 +172,78 @@ private object PostgresDialect extends JdbcDialect {
 s"TABLESAMPLE BERNOULLI" +
   s" (${(sample.upperBound - sample.lowerBound) * 100}) REPEATABLE 
(${sample.seed})"
   }
+
+  // CREATE INDEX syntax
+  // https://www.postgresql.org/docs/14/sql-createindex.html
+  override def createIndex(
+  indexName: String,
+  tableName: String,
+  columns: Array[NamedReference],
+  columnsProperties: util.Map[NamedReference, util.Map[String, String]],
+  properties: util.Map[String, String]): String = {
+val columnList = columns.map(col => quoteIdentifier(col.fieldNames.head))
+var indexPropertiesStr: String = ""
+var hasIndexProperties: Boolean = false
+var indexType = ""
+
+if (!properties.isEmpty) {
+  var indexPropertyList: Array[String] = Array.empty
+  properties.asScala.foreach { case (k, v) =>
+if (k.equals(SupportsIndex.PROP_TYPE)) {
+  if (v.equalsIgnoreCase("BTREE") || v.equalsIgnoreCase("HASH")) {
+indexType = s"USING $v"
+  } else {
+throw new UnsupportedOperationException(s"Index Type $v is not 
supported." +
+  " The supported Index Types are: BTREE and HASH")
+  }
+} else {
+  hasIndexProperties = true
+  indexPropertyList = indexPropertyList :+ s"$k = $v"
+}
+  }
+  if (hasIndexProperties) {
+indexPropertiesStr += "WITH (" + indexPropertyList.mkString(", ") + ")"
+  }
+}
+
+s"CREATE INDEX ${quoteIdentifier(indexName)} ON 
${quoteIdentifier(tableName)}" +
+  s" $indexType (${columnList.mkString(", ")}) $indexPropertiesStr"
+  }
+
+  // SHOW INDEX syntax
+  // https://www.postgresql.org/docs/14/view-pg-indexes.html
+  override def indexExists(
+  conn: Connection,
+  indexName: String,
+  tableName: String,
+  options: JDBCOptions): Boolean = {
+val sql = s"SELECT * FROM pg_indexes WHERE tablename = '$tableName'"
+try {
+  JdbcUtils.checkIfIndexExists(conn, indexName, sql, "indexname", options)
+} catch {
+  case _: Exception =>
+logWarning("Cannot retrieved index info.")
+false
+}
+  }
+
+  // DROP INDEX syntax
+  // https://www.postgresql.org/docs/14/sql-dropindex.html
+  override def dropIndex(indexName: String, tableName: String): String = {
+s"DROP INDEX ${quoteIdentifier(indexName)}"
+  }
+
+  override def classifyException(message: String, e: Throwable): 
AnalysisException = {
+e match {
+  case sqlException: SQLException =>
+sqlException.getSQLState match {
+  // https://www.postgresql.org/docs/14/errcodes-appendix.html
+  case "42P07" => throw new IndexAlreadyExistsException(message, cause 
= Some(e))
+  case "42704" => throw new NoSuchIndexException(message, cause = 
Some(e))

Review comment:
   I use Postgres error codes to handle the exception, but `getErrorCode` 
returns `0`. So I use `getSQLState` instead.




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[GitHub] [spark] dchvn commented on a change in pull request #34673: [WIP][SPARK-37343][SQL] Implement createIndex, IndexExists and dropIndex in JDBC (Postgres dialect)

2021-11-19 Thread GitBox


dchvn commented on a change in pull request #34673:
URL: https://github.com/apache/spark/pull/34673#discussion_r753640303



##
File path: 
sql/core/src/main/scala/org/apache/spark/sql/jdbc/PostgresDialect.scala
##
@@ -164,4 +172,78 @@ private object PostgresDialect extends JdbcDialect {
 s"TABLESAMPLE BERNOULLI" +
   s" (${(sample.upperBound - sample.lowerBound) * 100}) REPEATABLE 
(${sample.seed})"
   }
+
+  // CREATE INDEX syntax
+  // https://www.postgresql.org/docs/14/sql-createindex.html
+  override def createIndex(
+  indexName: String,
+  tableName: String,
+  columns: Array[NamedReference],
+  columnsProperties: util.Map[NamedReference, util.Map[String, String]],
+  properties: util.Map[String, String]): String = {
+val columnList = columns.map(col => quoteIdentifier(col.fieldNames.head))
+var indexPropertiesStr: String = ""
+var hasIndexProperties: Boolean = false
+var indexType = ""
+
+if (!properties.isEmpty) {
+  var indexPropertyList: Array[String] = Array.empty
+  properties.asScala.foreach { case (k, v) =>
+if (k.equals(SupportsIndex.PROP_TYPE)) {
+  if (v.equalsIgnoreCase("BTREE") || v.equalsIgnoreCase("HASH")) {
+indexType = s"USING $v"
+  } else {
+throw new UnsupportedOperationException(s"Index Type $v is not 
supported." +
+  " The supported Index Types are: BTREE and HASH")
+  }
+} else {
+  hasIndexProperties = true
+  indexPropertyList = indexPropertyList :+ s"$k = $v"
+}
+  }
+  if (hasIndexProperties) {
+indexPropertiesStr += "WITH (" + indexPropertyList.mkString(", ") + ")"
+  }
+}
+
+s"CREATE INDEX ${quoteIdentifier(indexName)} ON 
${quoteIdentifier(tableName)}" +
+  s" $indexType (${columnList.mkString(", ")}) $indexPropertiesStr"
+  }
+
+  // SHOW INDEX syntax
+  // https://www.postgresql.org/docs/14/view-pg-indexes.html
+  override def indexExists(
+  conn: Connection,
+  indexName: String,
+  tableName: String,
+  options: JDBCOptions): Boolean = {
+val sql = s"SELECT * FROM pg_indexes WHERE tablename = '$tableName'"
+try {
+  JdbcUtils.checkIfIndexExists(conn, indexName, sql, "indexname", options)

Review comment:
   I can not use `JdbcUtils.executeQuery(conn, options, sql)`. When I use 
it to execute query show index in Postgres, `rs.next()` throw exception `"The 
ResultSet is closed"`. That function return `resultset`, but it is closed when 
`statement` is closed in finally block. As in java 8 docs: 
[ResultSet](https://docs.oracle.com/javase/8/docs/api/java/sql/ResultSet.html#:~:text=A%20ResultSet%20object%20is%20automatically%20closed%20when%20the%20Statement%20object%20that%20generated%20it%20is%20closed%2C%20re-executed%2C%20or%20used%20to%20retrieve%20the%20next%20result%20from%20a%20sequence%20of%20multiple%20results.).
   So I create `JdbcUtils.checkIfIndexExists` to execute the resultset in 
`JdbcUtils` for checking if the index exists, and just return boolean. WDYT, 
@huaxingao?




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[GitHub] [spark] SparkQA commented on pull request #34673: [WIP][SPARK-37343][SQL] Implement createIndex, IndexExists and dropIndex in JDBC (Postgres dialect)

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[GitHub] [spark] dchvn commented on a change in pull request #34673: [WIP][SPARK-37343][SQL] Implement createIndex, IndexExists and dropIndex in JDBC (Postgres dialect)

2021-11-19 Thread GitBox


dchvn commented on a change in pull request #34673:
URL: https://github.com/apache/spark/pull/34673#discussion_r753636069



##
File path: 
external/docker-integration-tests/src/test/scala/org/apache/spark/sql/jdbc/v2/V2JDBCTest.scala
##
@@ -193,6 +193,8 @@ private[v2] trait V2JDBCTest extends SharedSparkSession 
with DockerIntegrationFu
 
   test("SPARK-36895: Test INDEX Using SQL") {
 if (supportsIndex) {
+  val indexOptions = if (catalogName.equals("mysql")) "KEY_BLOCK_SIZE=10"
+else if (catalogName.equals("postgresql")) "FILLFACTOR=70"

Review comment:
   Depend on type of jdbc dialect, we change the index options for test.




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[GitHub] [spark] dchvn opened a new pull request #34673: [WIP][SPARK-37343][SQL] Implement createIndex, IndexExists and dropIndex in JDBC (Postgres dialect)

2021-11-19 Thread GitBox


dchvn opened a new pull request #34673:
URL: https://github.com/apache/spark/pull/34673


   ### What changes were proposed in this pull request?
   Implementing `createIndex`/`IndexExists`/`dropIndex` in DS V2 JDBC for 
Postgres dialect.
   
   ### Why are the changes needed?
   This is a subtask of the V2 Index support. This PR implements `createIndex`, 
`IndexExists` and `dropIndex`. After review for some changes in this PR, I will 
create new PR for `listIndexs`, or add it in this PR.
   
   This PR only implements `createIndex`, `IndexExists` and `dropIndex` in 
Postgres dialect.
   
   ### Does this PR introduce _any_ user-facing change?
   Yes, `createIndex`/`IndexExists`/`dropIndex` in DS V2 JDBC
   
   
   ### How was this patch tested?
   New test.
   


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[GitHub] [spark] HeartSaVioR commented on pull request #34630: [SPARK-37224][SS][FOLLOWUP] Add benchmark on basic state store operations

2021-11-19 Thread GitBox


HeartSaVioR commented on pull request #34630:
URL: https://github.com/apache/spark/pull/34630#issuecomment-974596292


   Thanks @dongjoon-hyun and @viirya for reviewing and merging!


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[GitHub] [spark] SparkQA commented on pull request #34070: [SPARK-36840][SQL] Support DPP if there is no selective predicate on the filtering side

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[GitHub] [spark] imback82 commented on a change in pull request #34666: [SPARK-37192][SQL] Migrate SHOW TBLPROPERTIES to use V2 command by default

2021-11-19 Thread GitBox


imback82 commented on a change in pull request #34666:
URL: https://github.com/apache/spark/pull/34666#discussion_r753622693



##
File path: 
sql/core/src/test/scala/org/apache/spark/sql/execution/command/ShowTblPropertiesSuiteBase.scala
##
@@ -87,4 +88,25 @@ trait ShowTblPropertiesSuiteBase extends QueryTest with 
DDLCommandTestUtils {
   assert(res.head.getString(1).contains(s"does not have property: 
$nonExistingKey"))
 }
   }
+
+  test("KEEP THE LEGACY OUTPUT SCHEMA") {
+Seq(true, false).foreach { keepLegacySchema =>
+  withSQLConf(SQLConf.LEGACY_KEEP_COMMAND_OUTPUT_SCHEMA.key -> 
keepLegacySchema.toString) {
+withNamespaceAndTable("ns1", "tbl") { tbl =>
+  spark.sql(s"CREATE TABLE $tbl (id bigint, data string) $defaultUsing 
" +
+s"TBLPROPERTIES ('user'='spark', 'status'='new')")

Review comment:
   nit: `s` not needed.

##
File path: 
sql/core/src/main/scala/org/apache/spark/sql/catalyst/analysis/ResolveSessionCatalog.scala
##
@@ -401,15 +401,9 @@ class ResolveSessionCatalog(val catalogManager: 
CatalogManager)
   throw 
QueryCompilationErrors.externalCatalogNotSupportShowViewsError(resolved)
   }
 
-case s @ ShowTableProperties(ResolvedV1TableOrViewIdentifier(ident), 
propertyKey, output) =>
-  val newOutput =
-if (conf.getConf(SQLConf.LEGACY_KEEP_COMMAND_OUTPUT_SCHEMA) && 
propertyKey.isDefined) {
-  assert(output.length == 2)
-  output.tail
-} else {
-  output
-}
-  ShowTablePropertiesCommand(ident.asTableIdentifier, propertyKey, 
newOutput)
+case s @ ShowTableProperties(ResolvedV1TableOrViewIdentifier(ident), 
propertyKey, output)
+  if conf.useV1Command =>
+ShowTablePropertiesCommand(ident.asTableIdentifier, propertyKey, 
output)

Review comment:
   nit:
   ```suggestion
   if conf.useV1Command =>
 ShowTablePropertiesCommand(ident.asTableIdentifier, propertyKey, 
output)
   ```

##
File path: 
sql/core/src/test/scala/org/apache/spark/sql/execution/command/v1/ShowTblPropertiesSuite.scala
##
@@ -56,7 +44,7 @@ trait ShowTblPropertiesSuiteBase extends 
command.ShowTblPropertiesSuiteBase
 }
   }
 
-  test("SHOW TBLPROPERTIES FOR TEMPORARY IEW") {
+  testV1("SHOW TBLPROPERTIES FOR TEMPORARY IEW") {

Review comment:
   nit: IEW => VIEW




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[GitHub] [spark] dongjoon-hyun closed pull request #34648: [SPARK-37282][TESTS][FOLLOWUP] Extract `Utils.isMacOnAppleSilicon` for reuse in UTs

2021-11-19 Thread GitBox


dongjoon-hyun closed pull request #34648:
URL: https://github.com/apache/spark/pull/34648


   


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[GitHub] [spark] mridulm commented on a change in pull request #34635: [SPARK-37205][YARN] Introduce a new config 'spark.yarn.am.tokenConfRegex' to support renewing delegation tokens in a multi-cluste

2021-11-19 Thread GitBox


mridulm commented on a change in pull request #34635:
URL: https://github.com/apache/spark/pull/34635#discussion_r753617789



##
File path: 
resource-managers/yarn/src/main/scala/org/apache/spark/deploy/yarn/Client.scala
##
@@ -340,6 +344,40 @@ private[spark] class Client(
 amContainer.setTokens(ByteBuffer.wrap(serializedCreds))
   }
 
+  /**
+   * Set configurations sent from AM to RM for renewing delegation tokens.
+   */
+  private def setTokenConf(amContainer: ContainerLaunchContext): Unit = {
+// SPARK-37205: this regex is used to grep a list of configurations and 
send them to YARN RM
+// for fetching delegation tokens. See YARN-5910 for more details.
+// The feature is only supported in Hadoop 3.x and up, hence the check 
below.
+val regex = sparkConf.get(config.AM_SEND_TOKEN_CONF)
+if (regex.nonEmpty && VersionUtils.isHadoop3) {
+  logInfo(s"Processing token conf (spark.yarn.am.sendTokenConf) with regex 
$regex")
+  val dob = new DataOutputBuffer();
+  val copy = new Configuration(false);
+  copy.clear();
+  hadoopConf.asScala.foreach { entry =>
+if (entry.getKey.matches(regex.get)) {
+  copy.set(entry.getKey, entry.getValue)
+  logInfo(s"Captured key: ${entry.getKey} -> value: ${entry.getValue}")
+}
+  }
+  copy.write(dob);
+
+  // since this method was added in Hadoop 2.9 and 3.0, we use reflection 
here to avoid

Review comment:
   Exactly - both 2.9 and 2.10 for example.




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[GitHub] [spark] viirya commented on pull request #34642: [SPARK-37369][SQL] Avoid redundant ColumnarToRow transistion on InMemoryTableScan

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viirya commented on pull request #34642:
URL: https://github.com/apache/spark/pull/34642#issuecomment-974567318


   Ideally, yes, it is a more general one to have another flag. In practice, I 
suspect if there will be more such nodes that could choose to output row-based 
or columnar output for some conditions? For the in-memory relation scan here, 
adding a new flag `supportsRowBased` seems not bring too much benefit? 


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[GitHub] [spark] wangyum commented on a change in pull request #34070: [SPARK-36840][SQL] Support DPP if there is no selective predicate on the filtering side

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wangyum commented on a change in pull request #34070:
URL: https://github.com/apache/spark/pull/34070#discussion_r753606004



##
File path: 
sql/core/src/main/scala/org/apache/spark/sql/execution/dynamicpruning/PartitionPruning.scala
##
@@ -225,16 +230,6 @@ object PartitionPruning extends Rule[LogicalPlan] with 
PredicateHelper with Join
 }.isDefined
   }
 
-  /**
-   * To be able to prune partitions on a join key, the filtering side needs to
-   * meet the following requirements:
-   *   (1) it can not be a stream
-   *   (2) it needs to contain a selective predicate used for filtering

Review comment:
   Base on another case 
https://github.com/apache/spark/pull/34070#issuecomment-973893038. May be we 
can support DPP if filtering side rows less than 
1000(`spark.sql.optimizer.dynamicPartitionPruning.filteringSideThreshold`).




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[GitHub] [spark] SparkQA commented on pull request #34611: [SPARK-35867][SQL] Enable vectorized read for VectorizedPlainValuesReader.readBooleans

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[GitHub] [spark] SparkQA commented on pull request #34637: Spark-37349 add SQL Rest API parsing logic

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* This patch passes all tests.
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* This patch adds no public classes.


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[GitHub] [spark] SparkQA commented on pull request #34607: [SPARK-36038][CORE] Speculation metrics summary at stage level

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[GitHub] [spark] JoshRosen closed pull request #34658: [SPARK-37379][SQL] Add tree pattern pruning to CTESubstitution rule

2021-11-19 Thread GitBox


JoshRosen closed pull request #34658:
URL: https://github.com/apache/spark/pull/34658


   


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[GitHub] [spark] yangwwei opened a new pull request #34672: [SPARK-37394] Skip registering to ESS if a customized shuffle manager is configured

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yangwwei opened a new pull request #34672:
URL: https://github.com/apache/spark/pull/34672


   ### What changes were proposed in this pull request?
   Propose to skip registering with ESS if a customized shuffle manager (Remote 
Shuffle Service) is configured. Otherwise, when the dynamic allocation is 
enabled without an external shuffle service in place, the Spark executor still 
tries to connect to the external shuffle service which gets to a connection 
refused exception.
   
   
   ### Why are the changes needed?
   To get dynamic allocation works with a 3rd party remote shuffle service.
   
   
   ### Does this PR introduce _any_ user-facing change?
   No
   
   
   ### How was this patch tested?
   Test locally
   


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[GitHub] [spark] dongjoon-hyun commented on pull request #34284: [SPARK-36900][CORE][TEST] Refactor `SPARK-36464: size returns correct positive number even with over 2GB data` to pass with Java 8, 11

2021-11-19 Thread GitBox


dongjoon-hyun commented on pull request #34284:
URL: https://github.com/apache/spark/pull/34284#issuecomment-974529623


   Hi, All.
   I'll cherry-pick this test PR to branch-3.2 to improve `branch-3.2` 
stability.


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[GitHub] [spark] SparkQA commented on pull request #34655: [SPARK-37380][PYTHON] Miscellaneous Python lint infra cleanup

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[GitHub] [spark] SparkQA commented on pull request #34670: [SPARK-37388][SQL] Fix NPE in WidthBucket in WholeStageCodegenExec

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[GitHub] [spark] zero323 commented on pull request #34671: [SPARK-37393][PySpark][ML] Merge {ml, mllib}/common.pyi into common.py

2021-11-19 Thread GitBox


zero323 commented on pull request #34671:
URL: https://github.com/apache/spark/pull/34671#issuecomment-974525917


   > Just to be clear, are you saying I should split this PR into ml/common.py 
vs. mllib/common.py?
   >
   > And then have an umbrella ticket for adding type annotations to all of 
ml/, and another one for mllib/?
   
   For the context ‒ we're in the middle of the process of inlining hints from 
stubs to inline hints. At the moment we have two umbrella tickets ‒ SPARK-36845 
and SPARK-36845 for SQL and core respectively. We should follow this convention 
for ml and mllib as well.  
   
   It should be OK to have two tickets (`ml.common` and `mllib.common`) and 
resolve both in this PR, since you've already started working on that.


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[GitHub] [spark] zero323 commented on a change in pull request #34671: [SPARK-37393][PySpark][ML] Merge {ml, mllib}/common.pyi into common.py

2021-11-19 Thread GitBox


zero323 commented on a change in pull request #34671:
URL: https://github.com/apache/spark/pull/34671#discussion_r753580341



##
File path: python/mypy.ini
##
@@ -41,9 +41,15 @@ disallow_untyped_defs = False
 [mypy-pyspark.join]
 disallow_untyped_defs = False
 
+[mypy-pyspark.ml.*]
+disallow_untyped_defs = False
+

Review comment:
   Thanks!




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[GitHub] [spark] SparkQA commented on pull request #34607: [SPARK-36038][CORE] Speculation metrics summary at stage level

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[GitHub] [spark] SparkQA commented on pull request #34611: [SPARK-35867][SQL] Enable vectorized read for VectorizedPlainValuesReader.readBooleans

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[GitHub] [spark] AmplabJenkins removed a comment on pull request #34656: [SPARK-37376][SQL] Introduce a new DataSource V2 interface HasPartitionKey

2021-11-19 Thread GitBox


AmplabJenkins removed a comment on pull request #34656:
URL: https://github.com/apache/spark/pull/34656#issuecomment-974519564


   
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