diff --git a/docs/configuration/settings.md b/docs/configuration/settings.md
index a1e0d5213..20a1bf8d9 100644
--- a/docs/configuration/settings.md
+++ b/docs/configuration/settings.md
@@ -518,7 +518,11 @@ Setting them in `$KYUUBI_HOME/conf/kyuubi-defaults.conf` supplies with default v
 
 ### Via JDBC Connection URL
 
-Setting them in the JDBC Connection URL supplies session-specific for each SQL engine. For example: ```jdbc:hive2://localhost:10009/default;#spark.sql.shuffle.partitions=2;spark.executor.memory=5g```
+Setting them in the JDBC Connection URL supplies session-specific for each SQL engine. For example:
+
+```
+jdbc:hive2://localhost:10009/default;#spark.sql.shuffle.partitions=2;spark.executor.memory=5g
+```
 
 - **Runtime SQL Configuration**
   - For [Runtime SQL Configurations](https://spark.apache.org/docs/latest/configuration.html#runtime-sql-configuration), they will take affect every time
@@ -550,7 +554,11 @@ The below options in `kyuubi-defaults.conf` will set `parallelism.default: 2` an
 
 ### Via JDBC Connection URL
 
-Setting them in the JDBC Connection URL supplies session-specific for each SQL engine. For example: ```jdbc:hive2://localhost:10009/default;#flink.parallelism.default=2;flink.taskmanager.memory.process.size=5g```
+Setting them in the JDBC Connection URL supplies session-specific for each SQL engine. For example:
+
+```
+jdbc:hive2://localhost:10009/default;#flink.parallelism.default=2;flink.taskmanager.memory.process.size=5g
+```
 
 ### Via SET Statements
 
@@ -577,7 +585,11 @@ The below options in `kyuubi-defaults.conf` will set `query_max_stage_count: 500
 
 ### Via JDBC Connection URL
 
-Setting them in the JDBC Connection URL supplies session-specific for each SQL engine. For example: ```jdbc:hive2://localhost:10009/default;#trino.query_max_stage_count=500;trino.parse_decimal_literals_as_double=true```
+Setting them in the JDBC Connection URL supplies session-specific for each SQL engine. For example:
+
+```
+jdbc:hive2://localhost:10009/default;#trino.query_max_stage_count=500;trino.parse_decimal_literals_as_double=true
+```
 
 ### Via SET Statements
 
diff --git a/kyuubi-server/src/test/scala/org/apache/kyuubi/config/AllKyuubiConfiguration.scala b/kyuubi-server/src/test/scala/org/apache/kyuubi/config/AllKyuubiConfiguration.scala
index 7cb4c9002..75226a8b6 100644
--- a/kyuubi-server/src/test/scala/org/apache/kyuubi/config/AllKyuubiConfiguration.scala
+++ b/kyuubi-server/src/test/scala/org/apache/kyuubi/config/AllKyuubiConfiguration.scala
@@ -125,12 +125,12 @@ class AllKyuubiConfiguration extends KyuubiFunSuite {
         | override all settings in `$SPARK_HOME/conf/spark-defaults.conf`""" +=
       "### Via JDBC Connection URL" +=
       """ Setting them in the JDBC Connection URL
-        | supplies session-specific for each SQL engine. For example:
-        | ```
-        |jdbc:hive2://localhost:10009/default;#
-        |spark.sql.shuffle.partitions=2;spark.executor.memory=5g
-        |```
-        |""" +=
+        | supplies session-specific for each SQL engine. For example:""" ++=
+      // scalastyle:off
+      """```
+        |jdbc:hive2://localhost:10009/default;#spark.sql.shuffle.partitions=2;spark.executor.memory=5g
+        |```""" +=
+      // scalastyle:on
       "" +=
       "- **Runtime SQL Configuration**" +=
       """  - For [Runtime SQL Configurations](
@@ -168,11 +168,14 @@ class AllKyuubiConfiguration extends KyuubiFunSuite {
         |```""" +=
       """The below options in `kyuubi-defaults.conf` will set `parallelism.default: 2`
         | and `taskmanager.memory.process.size: 5g` into flink configurations.""" +=
-      "### Via JDBC Connection URL" +=
-      """Setting them in the JDBC Connection URL supplies session-specific
-        | for each SQL engine. For example: ```jdbc:hive2://localhost:10009/default;
-        |#flink.parallelism.default=2;flink.taskmanager.memory.process.size=5g```
-        |""" +=
+      "### Via JDBC Connection URL" ++=
+      "Setting them in the JDBC Connection URL supplies session-specific for each SQL engine." +
+        " For example:" ++=
+      // scalastyle:off
+      """```
+        | jdbc:hive2://localhost:10009/default;#flink.parallelism.default=2;flink.taskmanager.memory.process.size=5g
+        |```""" +=
+      // scalastyle:on
       "### Via SET Statements" +=
       """Please refer to the Flink official online documentation for [SET Statements]
         |(https://nightlies.apache.org/flink/flink-docs-stable/docs/dev/table/sql/set/)"""
@@ -199,10 +202,14 @@ class AllKyuubiConfiguration extends KyuubiFunSuite {
       """The below options in `kyuubi-defaults.conf` will set `query_max_stage_count: 500`
         | and `parse_decimal_literals_as_double: true` into trino session properties.""" +=
       "### Via JDBC Connection URL" +=
-      """Setting them in the JDBC Connection URL supplies session-specific
-        | for each SQL engine. For example: ```jdbc:hive2://localhost:10009/default;
-        |#trino.query_max_stage_count=500;trino.parse_decimal_literals_as_double=true```
+      "Setting them in the JDBC Connection URL supplies session-specific for each SQL engine." +
+        " For example:" ++=
+      // scalastyle:off
+      """ ```
+        | jdbc:hive2://localhost:10009/default;#trino.query_max_stage_count=500;trino.parse_decimal_literals_as_double=true
+        | ```
         |""" +=
+      // scalastyle:on
       "### Via SET Statements" +=
       """Please refer to the Trino official online documentation for [SET Statements]
         |(https://trino.io/docs/current/sql/set-session.html)"""