diff --git a/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/kyuubi/engine/spark/KyuubiSparkUtil.scala b/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/kyuubi/engine/spark/KyuubiSparkUtil.scala
index b9fb9325999..2e33d8ce6db 100644
--- a/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/kyuubi/engine/spark/KyuubiSparkUtil.scala
+++ b/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/kyuubi/engine/spark/KyuubiSparkUtil.scala
@@ -26,6 +26,7 @@ import org.apache.spark.sql.SparkSession
 import org.apache.spark.util.kvstore.KVIndex
 
 import org.apache.kyuubi.Logging
+import org.apache.kyuubi.config.ConfigEntry
 import org.apache.kyuubi.util.SemanticVersion
 
 object KyuubiSparkUtil extends Logging {
@@ -98,4 +99,18 @@ object KyuubiSparkUtil extends Logging {
   // Given that we are on the Spark SQL engine side, the [[org.apache.spark.SPARK_VERSION]] can be
   // represented as the runtime version of the Spark SQL engine.
   lazy val SPARK_ENGINE_RUNTIME_VERSION: SemanticVersion = SemanticVersion(SPARK_VERSION)
+
+  /**
+   * Get session level config value
+   * @param configEntry configEntry
+   * @param spark sparkSession
+   * @tparam T any type
+   * @return session level config value, if spark not set this config,
+   *         default return kyuubi's config
+   */
+  def getSessionConf[T](configEntry: ConfigEntry[T], spark: SparkSession): T = {
+    spark.conf.getOption(configEntry.key).map(configEntry.valueConverter).getOrElse {
+      SparkSQLEngine.kyuubiConf.get(configEntry)
+    }
+  }
 }
diff --git a/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/spark/kyuubi/SQLOperationListener.scala b/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/spark/kyuubi/SQLOperationListener.scala
index 4e4a940d295..b51a0dd3183 100644
--- a/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/spark/kyuubi/SQLOperationListener.scala
+++ b/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/spark/kyuubi/SQLOperationListener.scala
@@ -28,7 +28,7 @@ import org.apache.kyuubi.Logging
 import org.apache.kyuubi.config.KyuubiConf
 import org.apache.kyuubi.config.KyuubiConf.{ENGINE_SPARK_SHOW_PROGRESS, ENGINE_SPARK_SHOW_PROGRESS_TIME_FORMAT, ENGINE_SPARK_SHOW_PROGRESS_UPDATE_INTERVAL}
 import org.apache.kyuubi.config.KyuubiReservedKeys.KYUUBI_STATEMENT_ID_KEY
-import org.apache.kyuubi.engine.spark.KyuubiSparkUtil.SPARK_SQL_EXECUTION_ID_KEY
+import org.apache.kyuubi.engine.spark.KyuubiSparkUtil.{getSessionConf, SPARK_SQL_EXECUTION_ID_KEY}
 import org.apache.kyuubi.engine.spark.operation.ExecuteStatement
 import org.apache.kyuubi.operation.Operation
 import org.apache.kyuubi.operation.log.OperationLog
@@ -48,14 +48,13 @@ class SQLOperationListener(
   private lazy val activeStages = new ConcurrentHashMap[SparkStageAttempt, SparkStageInfo]()
   private var executionId: Option[Long] = None
 
-  private val conf: KyuubiConf = operation.getSession.sessionManager.getConf
   private lazy val consoleProgressBar =
-    if (conf.get(ENGINE_SPARK_SHOW_PROGRESS)) {
+    if (getSessionConf(ENGINE_SPARK_SHOW_PROGRESS, spark)) {
       Some(new SparkConsoleProgressBar(
         operation,
         activeStages,
-        conf.get(ENGINE_SPARK_SHOW_PROGRESS_UPDATE_INTERVAL),
-        conf.get(ENGINE_SPARK_SHOW_PROGRESS_TIME_FORMAT)))
+        getSessionConf(ENGINE_SPARK_SHOW_PROGRESS_UPDATE_INTERVAL, spark),
+        getSessionConf(ENGINE_SPARK_SHOW_PROGRESS_TIME_FORMAT, spark)))
     } else {
       None
     }