cxzl25 commented on code in PR #2435:
URL: https://github.com/apache/incubator-kyuubi/pull/2435#discussion_r855770571


##########
externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/kyuubi/engine/spark/session/SparkSQLSessionManager.scala:
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@@ -50,6 +53,38 @@ class SparkSQLSessionManager private (name: String, spark: 
SparkSession)
   val operationManager = new SparkSQLOperationManager()
 
   private lazy val singleSparkSession = conf.get(ENGINE_SINGLE_SPARK_SESSION)
+  private lazy val shareLevel = 
ShareLevel.withName(conf.get(ENGINE_SHARE_LEVEL))
+
+  private lazy val userIsolatedSparkSession = 
conf.get(ENGINE_USER_ISOLATED_SPARK_SESSION)
+  private lazy val userIsolatedSparkSessionCache = new 
ConcurrentHashMap[String, SparkSession]()
+
+  private def getOrNewSparkSession(user: String): SparkSession = {
+    if (singleSparkSession) {
+      spark
+    } else {
+      shareLevel match {
+        // it's unnecessary to create a new spark session in connection share 
level
+        // since the session is only one
+        case CONNECTION => spark
+        case USER => newSparkSession(spark)
+        case GROUP | SERVER if userIsolatedSparkSession => 
newSparkSession(spark)
+        case GROUP | SERVER =>
+          if (userIsolatedSparkSessionCache.containsKey(user)) {
+            userIsolatedSparkSessionCache.get(user)
+          } else {
+            val newSession = newSparkSession(spark)
+            userIsolatedSparkSessionCache.put(user, newSession)

Review Comment:
   If synchronization is not used here, is it possible for different sessions 
of the same user to create `SparkSession` at the same time?



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