leanken commented on a change in pull request #29104:
URL: https://github.com/apache/spark/pull/29104#discussion_r456351353



##########
File path: 
sql/catalyst/src/main/scala/org/apache/spark/sql/internal/SQLConf.scala
##########
@@ -2665,6 +2665,23 @@ object SQLConf {
       .checkValue(_ > 0, "The difference must be positive.")
       .createWithDefault(4)
 
+  val NOT_IN_SUBQUERY_SINGLE_COLUMN_OPTIMIZE_ENABLED =
+    buildConf("spark.sql.notInSubquery.singleColumn.optimize.enabled")
+      .internal()
+      .doc("When true, single column not in subquery execution in 
BroadcastNestedLoopJoinExec " +
+        "will be optimized from M*N calculation into M*log(N) calculation 
using HashMap lookup " +
+        "instead of Looping lookup.")
+      .booleanConf
+      .createWithDefault(false)
+
+  val NOT_IN_SUBQUERY_SINGLE_COLUMN_OPTIMIZE_ROW_COUNT_THRESHOLD =

Review comment:
       done remove this config and use spark.sql.autoBroadcastJoinThreshold

##########
File path: 
sql/core/src/main/scala/org/apache/spark/sql/execution/joins/BroadcastNestedLoopJoinExec.scala
##########
@@ -205,6 +224,108 @@ case class BroadcastNestedLoopJoinExec(
     }
   }
 
+  case class NotInSubquerySingleColumnOptimizeParams(
+      buildSideHashedRelation: HashedRelation,
+      isNullExists: Boolean,
+      isBuildRowsEmpty: Boolean)
+
+  private def notInSubquerySingleColumnOptimizeEnabled: Boolean = {
+    if (SQLConf.get.notInSubquerySingleColumnOptimizeEnabled && 
right.output.length == 1) {

Review comment:
       done.




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