diff --git a/.github/workflows/backend.yml b/.github/workflows/backend.yml
index d32e88dc368b..880be2b755da 100644
--- a/.github/workflows/backend.yml
+++ b/.github/workflows/backend.yml
@@ -52,7 +52,7 @@ jobs:
         with:
           submodules: true
       - name: Check code style
-        run: ./mvnw --batch-mode --quiet --no-snapshot-updates clean checkstyle:check
+        run: ./mvnw --batch-mode --quiet --no-snapshot-updates clean spotless:check
 
   dead-link:
     if: github.repository == 'apache/incubator-seatunnel'
@@ -101,9 +101,8 @@ jobs:
           cache: 'maven'
       - name: Build distribution tar
         run: >-
-          ./mvnw -B install scalastyle:check
+          ./mvnw -B install
           -D"maven.test.skip"=true
-          -D"checkstyle.skip"=true
           -D"license.skipAddThirdParty"=true
           -D"http.keepAlive"=false
           -D"maven.wagon.http.pool"=false
@@ -130,8 +129,6 @@ jobs:
           ./mvnw -B -q install -DskipTests
           -D"maven.test.skip"=true
           -D"maven.javadoc.skip"=true
-          -D"scalastyle.skip"=true
-          -D"checkstyle.skip"=true
           -D"license.skipAddThirdParty"
       - name: Check Dependencies Licenses
         run: tools/dependencies/checkLicense.sh
@@ -155,7 +152,7 @@ jobs:
           cache: 'maven'
       - name: Run Unit tests
         run: |
-          ./mvnw -B -T 1C clean verify -D"maven.test.skip"=false -D"checkstyle.skip"=true -D"scalastyle.skip"=true -D"license.skipAddThirdParty"=true --no-snapshot-updates
+          ./mvnw -B -T 1C clean verify -D"maven.test.skip"=false -D"license.skipAddThirdParty"=true --no-snapshot-updates
         env:
           MAVEN_OPTS: -Xmx2048m
 
@@ -178,6 +175,6 @@ jobs:
           cache: 'maven'
       - name: Run Integration tests
         run: |
-          ./mvnw -T 1C -B verify -DskipUT=true -DskipIT=false -D"checkstyle.skip"=true -D"scalastyle.skip"=true -D"license.skipAddThirdParty"=true --no-snapshot-updates
+          ./mvnw -T 1C -B verify -DskipUT=true -DskipIT=false -D"license.skipAddThirdParty"=true --no-snapshot-updates
         env:
           MAVEN_OPTS: -Xmx2048m
diff --git a/.github/workflows/codeql.yaml b/.github/workflows/codeql.yaml
index 237bebd08e15..4037603157c5 100644
--- a/.github/workflows/codeql.yaml
+++ b/.github/workflows/codeql.yaml
@@ -30,7 +30,7 @@ jobs:
     runs-on: ubuntu-latest
     timeout-minutes: 60
     env:
-      JAVA_TOOL_OPTIONS: -Xmx2G -Xms2G -Dhttp.keepAlive=false -Dmaven.test.skip=true -Dcheckstyle.skip=true -Dlicense.skipAddThirdParty=true -Dhttp.keepAlive=false -Dmaven.wagon.http.pool=false -Dmaven.wagon.http.retryHandler.count=3 -Dmaven.wagon.httpconnectionManager.ttlSeconds=120
+      JAVA_TOOL_OPTIONS: -Xmx2G -Xms2G -Dhttp.keepAlive=false -Dmaven.test.skip=true -Dlicense.skipAddThirdParty=true -Dhttp.keepAlive=false -Dmaven.wagon.http.pool=false -Dmaven.wagon.http.retryHandler.count=3 -Dmaven.wagon.httpconnectionManager.ttlSeconds=120
 
     strategy:
       fail-fast: false
diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml
index 1cf4140aa4f1..e994fd0f2e8c 100644
--- a/.github/workflows/docker.yml
+++ b/.github/workflows/docker.yml
@@ -54,7 +54,6 @@ jobs:
         run: |
           ./mvnw -B package \
                  -Dmaven.test.skip=true \
-                 -Dcheckstyle.skip=true \
                  -Dlicense.skipAddThirdParty=true \
                  -Dhttp.keepAlive=false \
                  -Dmaven.wagon.http.pool=false \
diff --git a/.github/workflows/license.yml b/.github/workflows/license.yml
index d9cd901cab89..6ef7f113703b 100644
--- a/.github/workflows/license.yml
+++ b/.github/workflows/license.yml
@@ -67,7 +67,7 @@ jobs:
             ${{ runner.os }}-maven-
       - name: Generate THIRD-PARTY
         run: |
-          ./mvnw clean license:aggregate-add-third-party -DskipTests -Dcheckstyle.skip -U
+          ./mvnw clean license:aggregate-add-third-party -DskipTests -U
       - name: Check LICENSE file
         run: |
           python3 tools/dependencies/license.py seatunnel-dist/target/THIRD-PARTY.txt seatunnel-dist/release-docs/LICENSE true
diff --git a/.github/workflows/publish-docker.yaml b/.github/workflows/publish-docker.yaml
index c2ffb5b433a2..e3b53331a5a4 100644
--- a/.github/workflows/publish-docker.yaml
+++ b/.github/workflows/publish-docker.yaml
@@ -68,7 +68,6 @@ jobs:
           ./mvnw -B clean deploy \
           -Dmaven.test.skip \
           -Dmaven.javadoc.skip \
-          -Dmaven.checkstyle.skip \
           -Dlicense.skipAddThirdParty=true \
           -Dmaven.deploy.skip \
           -Ddocker.tag=${{ github.sha }} \
diff --git a/docs/en/contribution/setup.md b/docs/en/contribution/setup.md
index 5191d39ea81d..8b0feb868dfc 100644
--- a/docs/en/contribution/setup.md
+++ b/docs/en/contribution/setup.md
@@ -36,7 +36,9 @@ Otherwise, your code could not start in JetBrains IntelliJ IDEA correctly.
 ```
 
 ### Building SeaTunnel from source
+
 After you install the maven, you can use the follow command to compile and package.
+
 ```
 mvn clean package -pl seatunnel-dist -am -Dmaven.test.skip=true
 ```
@@ -52,13 +54,19 @@ See [install plugins for IDEA](https://www.jetbrains.com/help/idea/managing-plug
 Before running the following example, you should also install JetBrains IntelliJ IDEA's [Lombok plugin](https://plugins.jetbrains.com/plugin/6317-lombok).
 See [install plugins for IDEA](https://www.jetbrains.com/help/idea/managing-plugins.html#install-plugins) if you want to.
 
-### Install JetBrains IDEA CheckStyle-IDEA Plugin
+### Code Style
 
-Before coding, you should also install JetBrains IntelliJ IDEA's [CheckStyle-IDEA plugin](https://plugins.jetbrains.com/plugin/1065-checkstyle-idea).
-See [install plugins for IDEA](https://www.jetbrains.com/help/idea/managing-plugins.html#install-plugins) if you want to.
-Next, you should go to `Preferences -> Editor -> Code style -> Scheme -> Import Scheme -> CheckStyle Configration` and import `tools/checkstyle/checkStyle.xml`
-![checkstyle.png](../images/checkstyle.png)
-If you want to change to automatically formatting, these configurations are also required.
+SeaTunnel uses `Spotless` for code style and formatting checks.
+You could run the following command and `Spotless` will automatically fix
+the code style and formatting errors for you:
+
+```shell
+./mvnw spotless:apply
+```
+
+You could copy the `pre-commit hook` file `/tools/style/pre-commit` to your `.git/hooks/`
+directory so that every time you commit your code with `git commit`, `Spotless` will automatically
+fix things for you.
 
 ## Run Simple Example
 
@@ -69,7 +77,6 @@ it in IDEA](https://www.jetbrains.com/help/idea/run-debug-configuration.html) as
 Here we use `seatunnel-examples/seatunnel-flink-examples/src/main/java/org/apache/seatunnel/example/flink/LocalFlinkExample.java`
 as an example, when you run it successfully you could see the output as below:
 
-
 ```log
 +I[Ricky Huo, 71]
 +I[Gary, 12]
@@ -83,7 +90,7 @@ as an example, when you run it successfully you could see the output as below:
 
 All our examples use simple source and sink to make it less dependent and easy to run. You can change the example configuration
 in `resources/examples`. You could change your configuration as below, if you want to use PostgreSQL as the source and
-sink to console. 
+sink to console.
 
 ```conf
 env {
@@ -103,3 +110,4 @@ sink {
   ConsoleSink {}
 }
 ```
+
diff --git a/pom.xml b/pom.xml
index 6f17bdf72b68..c742c1f01ea6 100644
--- a/pom.xml
+++ b/pom.xml
@@ -13,8 +13,7 @@
     See the License for the specific language governing permissions and
     limitations under the License.
 -->
-<project xmlns="http://maven.apache.org/POM/4.0.0"
-         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
          xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
     <modelVersion>4.0.0</modelVersion>
 
@@ -26,50 +25,12 @@
 
     <groupId>org.apache.seatunnel</groupId>
     <artifactId>seatunnel</artifactId>
-    <packaging>pom</packaging>
     <version>${revision}</version>
+    <packaging>pom</packaging>
 
     <name>SeaTunnel</name>
 
-    <description>
-        Production ready big data processing product based on Apache Spark and Apache Flink.
-    </description>
-
-    <url>https://github.com/apache/incubator-seatunnel</url>
-
-    <licenses>
-        <license>
-            <name>The Apache License, Version 2.0</name>
-            <url>https://www.apache.org/licenses/LICENSE-2.0.txt</url>
-        </license>
-    </licenses>
-
-    <scm>
-        <connection>scm:git:https://github.com/apache/incubator-seatunnel.git</connection>
-        <developerConnection>scm:git:https://github.com/apache/incubator-seatunnel.git</developerConnection>
-        <url>https://github.com/apache/incubator-seatunnel</url>
-        <tag>HEAD</tag>
-    </scm>
-
-    <issueManagement>
-        <system>GitHub</system>
-        <url>https://github.com/apache/incubator-seatunnel/issues</url>
-    </issueManagement>
-
-    <mailingLists>
-        <mailingList>
-            <name>SeaTunnel Developer List</name>
-            <post>dev@seatunnel.apache.org</post>
-            <subscribe>dev-subscribe@seatunnel.apache.org</subscribe>
-            <unsubscribe>dev-unsubscribe@seatunnel.apache.org</unsubscribe>
-        </mailingList>
-        <mailingList>
-            <name>SeaTunnel Commits List</name>
-            <post>commits@seatunnel.apache.org</post>
-            <subscribe>commits-subscribe@seatunnel.apache.org</subscribe>
-            <unsubscribe>commits-unsubscribe@seatunnel.apache.org</unsubscribe>
-        </mailingList>
-    </mailingLists>
+    <description>Production ready big data processing product based on Apache Spark and Apache Flink.</description>
 
     <modules>
         <!--
@@ -88,35 +49,9 @@
         <module>seatunnel-plugin-discovery</module>
         <module>seatunnel-formats</module>
         <module>seatunnel-dist</module>
-	    <module>seatunnel-server</module>
+        <module>seatunnel-server</module>
     </modules>
 
-    <profiles>
-        <profile>
-            <id>all</id>
-            <activation>
-                <activeByDefault>true</activeByDefault>
-                <property>
-                    <name>release</name>
-                    <value>false</value>
-                </property>
-            </activation>
-            <modules>
-                <module>seatunnel-examples</module>
-                <module>seatunnel-e2e</module>
-            </modules>
-        </profile>
-        <profile>
-            <id>release</id>
-            <activation>
-                <property>
-                    <name>release</name>
-                    <value>true</value>
-                </property>
-            </activation>
-        </profile>
-    </profiles>
-
     <properties>
         <!--todo The classification is too confusing, reclassify by type-->
         <revision>2.1.3-SNAPSHOT</revision>
@@ -151,8 +86,6 @@
         <maven.javadoc.skip>false</maven.javadoc.skip>
         <maven-surefire-plugin.version>2.22.2</maven-surefire-plugin.version>
         <maven-failsafe-plugin.version>2.22.2</maven-failsafe-plugin.version>
-        <maven-checkstyle-plugin.version>3.1.2</maven-checkstyle-plugin.version>
-        <checkstyle.fails.on.error>true</checkstyle.fails.on.error>
         <nexus-staging-maven-plugin.version>1.6.8</nexus-staging-maven-plugin.version>
         <maven-source-plugin.version>3.0.1</maven-source-plugin.version>
         <maven-javadoc-plugin.version>2.9.1</maven-javadoc-plugin.version>
@@ -180,7 +113,6 @@
         <flatten-maven-plugin.version>1.3.0</flatten-maven-plugin.version>
         <maven-license-maven-plugin>1.20</maven-license-maven-plugin>
         <log4j-core.version>2.17.1</log4j-core.version>
-        <scalastyle-maven-plugin.version>1.0.0</scalastyle-maven-plugin.version>
         <docker-maven-plugin.version>0.38.0</docker-maven-plugin.version>
         <p3c-pmd.version>1.3.0</p3c-pmd.version>
         <maven-scm-provider-jgit.version>1.9.5</maven-scm-provider-jgit.version>
@@ -287,8 +219,8 @@
                         <artifactId>slf4j-api</artifactId>
                     </exclusion>
                     <exclusion>
-                        <artifactId>junit</artifactId>
                         <groupId>junit</groupId>
+                        <artifactId>junit</artifactId>
                     </exclusion>
                 </exclusions>
             </dependency>
@@ -421,17 +353,17 @@
                     <executions>
                         <execution>
                             <id>scala-compile-first</id>
-                            <phase>process-resources</phase>
                             <goals>
                                 <goal>compile</goal>
                             </goals>
+                            <phase>process-resources</phase>
                         </execution>
                         <execution>
                             <id>scala-test-compile</id>
-                            <phase>process-test-resources</phase>
                             <goals>
                                 <goal>testCompile</goal>
                             </goals>
+                            <phase>process-test-resources</phase>
                         </execution>
                         <!-- attach javadocs and sources , -javadoc.jar, sources.jar, to pass mvn deploy-->
                         <execution>
@@ -460,8 +392,7 @@
                     <configuration>
                         <skip>${skipUT}</skip>
                         <systemPropertyVariables>
-                            <jacoco-agent.destfile>${project.build.directory}/jacoco.exec
-                            </jacoco-agent.destfile>
+                            <jacoco-agent.destfile>${project.build.directory}/jacoco.exec</jacoco-agent.destfile>
                         </systemPropertyVariables>
                         <excludes>
                             <exclude>**/*IT.java</exclude>
@@ -522,14 +453,14 @@
 
                     <executions>
                         <execution>
-                            <phase>package</phase>
                             <goals>
                                 <goal>shade</goal>
                             </goals>
+                            <phase>package</phase>
                             <configuration>
                                 <transformers combine.children="append">
                                     <!-- The service transformer is needed to merge META-INF/services files -->
-                                    <transformer implementation="org.apache.maven.plugins.shade.resource.ServicesResourceTransformer"/>
+                                    <transformer implementation="org.apache.maven.plugins.shade.resource.ServicesResourceTransformer" />
                                 </transformers>
                             </configuration>
                         </execution>
@@ -543,79 +474,6 @@
                     <version>${maven-assembly-plugin.version}</version>
                 </plugin>
 
-                <!-- checkstyle (Start) -->
-                <plugin>
-                    <groupId>org.apache.maven.plugins</groupId>
-                    <artifactId>maven-checkstyle-plugin</artifactId>
-                    <version>${maven-checkstyle-plugin.version}</version>
-                    <configuration>
-                        <!--suppress UnresolvedMavenProperty -->
-                        <configLocation>${maven.multiModuleProjectDirectory}/tools/checkstyle/checkStyle.xml
-                        </configLocation>
-                        <encoding>UTF-8</encoding>
-                        <consoleOutput>true</consoleOutput>
-                        <includeTestSourceDirectory>true</includeTestSourceDirectory>
-                        <failOnViolation>${checkstyle.fails.on.error}</failOnViolation>
-                        <sourceDirectories>
-                            <sourceDirectory>${project.build.sourceDirectory}</sourceDirectory>
-                            <sourceDirectory>${project.build.testSourceDirectory}</sourceDirectory>
-                        </sourceDirectories>
-                        <resourceIncludes>
-                            **/*.properties,
-                            **/*.sh,
-                            **/*.bat,
-                            **/*.yml,
-                            **/*.yaml,
-                            **/*.xml
-                        </resourceIncludes>
-                        <resourceExcludes>
-                            **/.asf.yaml,
-                            **/.github/**
-                        </resourceExcludes>
-                        <excludes>
-                        </excludes>
-                    </configuration>
-                    <executions>
-                        <execution>
-                            <id>validate</id>
-                            <phase>process-sources</phase>
-                            <goals>
-                                <goal>check</goal>
-                            </goals>
-                        </execution>
-                    </executions>
-                </plugin>
-
-                <plugin>
-                    <groupId>org.scalastyle</groupId>
-                    <artifactId>scalastyle-maven-plugin</artifactId>
-                    <version>${scalastyle-maven-plugin.version}</version>
-                    <configuration>
-                        <verbose>false</verbose>
-                        <failOnViolation>true</failOnViolation>
-                        <includeTestSourceDirectory>false</includeTestSourceDirectory>
-                        <failOnWarning>false</failOnWarning>
-                        <sourceDirectory>${basedir}/src/main/scala</sourceDirectory>
-                        <testSourceDirectory>${basedir}/src/test/scala</testSourceDirectory>
-                        <!--suppress UnresolvedMavenProperty -->
-                        <configLocation>
-                            ${maven.multiModuleProjectDirectory}/tools/checkstyle/scalastyle-config.xml
-                        </configLocation>
-                        <outputFile>${project.build.directory}/target/scalastyle-output.xml</outputFile>
-                        <inputEncoding>UTF-8</inputEncoding>
-                        <outputEncoding>UTF-8</outputEncoding>
-                    </configuration>
-                    <executions>
-                        <execution>
-                            <goals>
-                                <goal>check</goal>
-                            </goals>
-                        </execution>
-                    </executions>
-                </plugin>
-
-                <!-- checkstyle (End) -->
-
                 <plugin>
                     <groupId>org.apache.maven.plugins</groupId>
                     <artifactId>maven-source-plugin</artifactId>
@@ -651,7 +509,6 @@
                     </executions>
                 </plugin>
 
-
                 <plugin>
                     <groupId>org.codehaus.mojo</groupId>
                     <artifactId>build-helper-maven-plugin</artifactId>
@@ -687,17 +544,17 @@
                     <executions>
                         <execution>
                             <id>flatten</id>
-                            <phase>process-resources</phase>
                             <goals>
                                 <goal>flatten</goal>
                             </goals>
+                            <phase>process-resources</phase>
                         </execution>
                         <execution>
                             <id>flatten.clean</id>
-                            <phase>clean</phase>
                             <goals>
                                 <goal>clean</goal>
                             </goals>
+                            <phase>clean</phase>
                         </execution>
                     </executions>
                 </plugin>
@@ -743,16 +600,6 @@
                 <artifactId>maven-failsafe-plugin</artifactId>
             </plugin>
 
-            <plugin>
-                <groupId>org.apache.maven.plugins</groupId>
-                <artifactId>maven-checkstyle-plugin</artifactId>
-            </plugin>
-
-            <plugin>
-                <groupId>org.scalastyle</groupId>
-                <artifactId>scalastyle-maven-plugin</artifactId>
-            </plugin>
-
             <plugin>
                 <groupId>org.codehaus.mojo</groupId>
                 <artifactId>license-maven-plugin</artifactId>
@@ -785,7 +632,8 @@
                             <include>**/*.sc</include>
                         </includes>
 
-                        <scalafmt /> <!-- has its own section below -->
+                        <scalafmt />
+                        <!-- has its own section below -->
                     </scala>
                     <pom>
                         <sortPom>
@@ -827,4 +675,66 @@
         </plugins>
     </build>
 
+    <url>https://github.com/apache/incubator-seatunnel</url>
+
+    <licenses>
+        <license>
+            <name>The Apache License, Version 2.0</name>
+            <url>https://www.apache.org/licenses/LICENSE-2.0.txt</url>
+        </license>
+    </licenses>
+
+    <mailingLists>
+        <mailingList>
+            <name>SeaTunnel Developer List</name>
+            <subscribe>dev-subscribe@seatunnel.apache.org</subscribe>
+            <unsubscribe>dev-unsubscribe@seatunnel.apache.org</unsubscribe>
+            <post>dev@seatunnel.apache.org</post>
+        </mailingList>
+        <mailingList>
+            <name>SeaTunnel Commits List</name>
+            <subscribe>commits-subscribe@seatunnel.apache.org</subscribe>
+            <unsubscribe>commits-unsubscribe@seatunnel.apache.org</unsubscribe>
+            <post>commits@seatunnel.apache.org</post>
+        </mailingList>
+    </mailingLists>
+
+    <scm>
+        <connection>scm:git:https://github.com/apache/incubator-seatunnel.git</connection>
+        <developerConnection>scm:git:https://github.com/apache/incubator-seatunnel.git</developerConnection>
+        <url>https://github.com/apache/incubator-seatunnel</url>
+        <tag>HEAD</tag>
+    </scm>
+
+    <issueManagement>
+        <system>GitHub</system>
+        <url>https://github.com/apache/incubator-seatunnel/issues</url>
+    </issueManagement>
+
+    <profiles>
+        <profile>
+            <id>all</id>
+            <activation>
+                <activeByDefault>true</activeByDefault>
+                <property>
+                    <name>release</name>
+                    <value>false</value>
+                </property>
+            </activation>
+            <modules>
+                <module>seatunnel-examples</module>
+                <module>seatunnel-e2e</module>
+            </modules>
+        </profile>
+        <profile>
+            <id>release</id>
+            <activation>
+                <property>
+                    <name>release</name>
+                    <value>true</value>
+                </property>
+            </activation>
+        </profile>
+    </profiles>
+
 </project>
diff --git a/seatunnel-connectors/seatunnel-connectors-spark/seatunnel-connector-spark-console/src/main/scala/org/apache/seatunnel/spark/console/sink/Console.scala b/seatunnel-connectors/seatunnel-connectors-spark/seatunnel-connector-spark-console/src/main/scala/org/apache/seatunnel/spark/console/sink/Console.scala
index 50ae94d438b5..5a1e874b0e04 100644
--- a/seatunnel-connectors/seatunnel-connectors-spark/seatunnel-connector-spark-console/src/main/scala/org/apache/seatunnel/spark/console/sink/Console.scala
+++ b/seatunnel-connectors/seatunnel-connectors-spark/seatunnel-connector-spark-console/src/main/scala/org/apache/seatunnel/spark/console/sink/Console.scala
@@ -18,7 +18,15 @@ package org.apache.seatunnel.spark.console.sink
 
 import org.apache.seatunnel.common.config.CheckResult
 import org.apache.seatunnel.shade.com.typesafe.config.ConfigFactory
-import org.apache.seatunnel.spark.console.Config.{LIMIT, SERIALIZER, PLAIN, JSON, SCHEMA, DEFAULT_SERIALIZER, DEFAULT_LIMIT}
+import org.apache.seatunnel.spark.console.Config.{
+  LIMIT,
+  SERIALIZER,
+  PLAIN,
+  JSON,
+  SCHEMA,
+  DEFAULT_SERIALIZER,
+  DEFAULT_LIMIT
+}
 import org.apache.seatunnel.spark.SparkEnvironment
 import org.apache.seatunnel.spark.batch.SparkBatchSink
 import org.apache.spark.sql.{Dataset, Row}
@@ -53,10 +61,15 @@ class Console extends SparkBatchSink {
   }
 
   override def checkConfig(): CheckResult = {
-    if (!config.hasPath(LIMIT) || (config.hasPath(LIMIT) && config.getInt(LIMIT) >= -1)) {
+    if (
+      !config
+        .hasPath(LIMIT) || (config.hasPath(LIMIT) && config.getInt(LIMIT) >= -1)
+    ) {
       CheckResult.success()
     } else {
-      CheckResult.error("Please specify [" + LIMIT + "] as Number[-1, " + Int.MaxValue + "]")
+      CheckResult.error(
+        "Please specify [" + LIMIT + "] as Number[-1, " + Int.MaxValue + "]"
+      )
     }
   }
 
@@ -65,7 +78,8 @@ class Console extends SparkBatchSink {
       Map(
         LIMIT -> DEFAULT_LIMIT,
         SERIALIZER -> DEFAULT_SERIALIZER // plain | json
-      ))
+      )
+    )
     config = config.withFallback(defaultConfig)
   }
 
diff --git a/tools/checkstyle/checkStyle.xml b/tools/checkstyle/checkStyle.xml
deleted file mode 100755
index b6395cb6fd72..000000000000
--- a/tools/checkstyle/checkStyle.xml
+++ /dev/null
@@ -1,543 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<!--
-  ~ Licensed to the Apache Software Foundation (ASF) under one or more
-  ~ contributor license agreements.  See the NOTICE file distributed with
-  ~ this work for additional information regarding copyright ownership.
-  ~ The ASF licenses this file to You under the Apache License, Version 2.0
-  ~ (the "License"); you may not use this file except in compliance with
-  ~ the License.  You may obtain a copy of the License at
-  ~
-  ~     http://www.apache.org/licenses/LICENSE-2.0
-  ~
-  ~ Unless required by applicable law or agreed to in writing, software
-  ~ distributed under the License is distributed on an "AS IS" BASIS,
-  ~ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-  ~ See the License for the specific language governing permissions and
-  ~ limitations under the License.
-  ~
-  -->
-
-<!DOCTYPE module PUBLIC "-//Puppy Crawl//DTD Check Configuration 1.3//EN"
-        "http://checkstyle.org/dtds/configuration_1_3.dtd">
-<module name="Checker">
-
-    <property name="charset" value="UTF-8"/>
-
-    <property name="severity" value="error"/>
-
-    <property name="fileExtensions" value="java, properties, xml"/>
-
-    <module name="NewlineAtEndOfFile">
-        <!-- windows can use \r\n vs \n, so enforce the most used one ie UNIx style -->
-        <property name="lineSeparator" value="lf"/>
-    </module>
-
-    <property name="localeLanguage" value="en"/>
-
-    <module name="FileTabCharacter">
-        <property name="eachLine" value="true"/>
-    </module>
-
-    <module name="RegexpSingleline">
-        <property name="format" value="System\.out\.println"/>
-        <property name="message" value="Prohibit invoking System.out.println in source code !"/>
-    </module>
-
-    <module name="RegexpSingleline">
-        <property name="format" value="^\s*\*\s*@author"/>
-        <property name="minimum" value="0"/>
-        <property name="maximum" value="0"/>
-        <property name="message" value="ASF project doesn't allow @author copyright."/>
-    </module>
-
-    <module name="RegexpSingleline">
-        <property name="format"
-                  value=".*[\u3400-\u4DB5\u4E00-\u9FA5\u9FA6-\u9FBB\uF900-\uFA2D\uFA30-\uFA6A\uFA70-\uFAD9\uFF00-\uFFEF\u2E80-\u2EFF\u3000-\u303F\u31C0-\u31EF]+.*"/>
-        <property name="message" value="Not allow chinese character !"/>
-    </module>
-
-    <module name="RegexpSingleline">
-        <!-- Checks that TODOs don't have stuff in parenthesis, e.g., username. -->
-        <property name="format" value="((//.*)|(\*.*))TODO\("/>
-        <property name="message" value="TODO comments must not include usernames."/>
-        <property name="severity" value="error"/>
-    </module>
-
-    <module name="RegexpSingleline">
-        <!-- \s matches whitespace character, $ matches end of line. -->
-        <property name="format" value="\s+$"/>
-        <property name="severity" value="error"/>
-        <property name="message" value="No trailing whitespace allowed."/>
-    </module>
-
-    <module name="RegexpSingleline">
-        <property name="format" value="Throwables.propagate\("/>
-        <property name="message" value="Throwables.propagate is deprecated"/>
-        <property name="severity" value="error"/>
-    </module>
-
-    <module name="FileLength">
-        <property name="max" value="3000"/>
-    </module>
-
-    <module name="LineLength">
-        <property name="max" value="500"/>
-        <property name="ignorePattern" value="^package.*|^import.*|a href|href|http://|https://|ftp://"/>
-    </module>
-
-    <module name="SuppressionSingleFilter">
-        <property name="files" value=".*(IT|Test).java"/>
-        <property name="checks" value="MagicNumber"/>
-    </module>
-
-    <module name="SuppressWarningsFilter"/>
-    <module name="TreeWalker">
-        <module name="SuppressWarningsHolder"/>
-        <module name="ImportOrder">
-            <property name="severity" value="error"/>
-            <property name="staticGroups" value="org.apache.seatunnel,org.apache.seatunnel.shade,*,javax,java,scala"/>
-            <property name="groups" value="org.apache.seatunnel,org.apache.seatunnel.shade,*,javax,java,scala"/>
-            <property name="separated" value="true"/>
-            <property name="sortStaticImportsAlphabetically" value="true"/>
-            <property name="option" value="top"/>
-            <property name="tokens" value="STATIC_IMPORT, IMPORT"/>
-            <message key="import.ordering" value="Import {0} appears after other imports that it should precede"/>
-        </module>
-
-        <!-- Prohibit T.getT() methods for standard boxed types -->
-        <module name="Regexp">
-            <property name="format" value="Boolean\.getBoolean"/>
-            <property name="illegalPattern" value="true"/>
-            <property name="message" value="Use System.getProperties() to get system properties."/>
-        </module>
-
-        <module name="Regexp">
-            <property name="format" value="Integer\.getInteger"/>
-            <property name="illegalPattern" value="true"/>
-            <property name="message" value="Use System.getProperties() to get system properties."/>
-        </module>
-
-        <module name="Regexp">
-            <property name="format" value="Long\.getLong"/>
-            <property name="illegalPattern" value="true"/>
-            <property name="message" value="Use System.getProperties() to get system properties."/>
-        </module>
-
-        <!-- IllegalImport cannot blacklist classes so we have to fall back to Regexp. -->
-        <!-- forbid use of commons lang validate -->
-        <module name="Regexp">
-            <property name="format" value="org\.apache\.commons\.lang3\.Validate"/>
-            <property name="illegalPattern" value="true"/>
-            <property name="message"
-                      value="Use Guava Checks instead of Commons Validate. Please refer to the coding guidelines."/>
-        </module>
-
-        <module name="Regexp">
-            <property name="format" value="org\.apache\.commons\.lang\."/>
-            <property name="illegalPattern" value="true"/>
-            <property name="message" value="Use commons-lang3 instead of commons-lang."/>
-        </module>
-
-        <module name="Regexp">
-            <property name="format" value="org\.codehaus\.jettison"/>
-            <property name="illegalPattern" value="true"/>
-            <property name="message" value="Use com.fasterxml.jackson instead of jettison."/>
-        </module>
-
-        <module name="IllegalImport">
-            <property name="regexp" value="true"/>
-            <property name="illegalPkgs"
-                      value="^com\.google\.api\.client\.repackaged,
-                      ^avro\.shaded, ^org\.apache\.hadoop\.hbase\.shaded,
-                      ^org\.apache\.hadoop\.shaded,
-                      ^javax\.ws\.rs\.ext,
-                      ^cc\.concurrent\.mango\.util\.concurrent,
-                      ^org\.apache\.curator-test\.shaded,
-                      ^com\.sun\.istack,
-                      ^org\.jetbrains\.annotations,
-                      ^jline\.internal,
-                      ^com\.cronutils\.utils,
-                      ^javax\.ws\.rs\.ext,
-                      ^org\.jboss\.netty\.util\.internal,
-                      ^com\.sun\.javafx,
-                      ^io\.reactivex\.annotations"/>
-            <property name="illegalClasses"
-                      value="^java\.util\.logging\.Logging,
-                      ^sun\.misc\.BASE64Encoder,
-                      ^sun\.misc\.BASE64Decoder,
-                      ^jdk\.internal\.jline\.internal\.Nullable,
-                      ^org\.junit\.(?!(jupiter|platform)\.).+"/>
-        </module>
-
-        <module name="OuterTypeFilename">
-            <property name="severity" value="error"/>
-        </module>
-
-        <module name="OneTopLevelClass">
-            <property name="severity" value="error"/>
-        </module>
-
-        <module name="NoLineWrap">
-            <property name="severity" value="error"/>
-        </module>
-
-        <!-- Checks for braces around if and else blocks -->
-        <module name="NeedBraces">
-            <property name="severity" value="error"/>
-            <property name="tokens" value="LITERAL_IF, LITERAL_ELSE, LITERAL_FOR, LITERAL_WHILE, LITERAL_DO"/>
-        </module>
-
-        <module name="LeftCurly">
-            <property name="severity" value="error"/>
-        </module>
-
-        <module name="InnerTypeLast"/>
-        <module name="IllegalTokenText">
-            <property name="tokens" value="STRING_LITERAL, CHAR_LITERAL"/>
-            <property name="format"
-                      value="\\u00(08|09|0(a|A)|0(c|C)|0(d|D)|22|27|5(C|c))|\\(0(10|11|12|14|15|42|47)|134)"/>
-            <property name="message"
-                      value="Consider using special escape sequence instead of octal value or Unicode escaped value."/>
-        </module>
-
-        <module name="AvoidEscapedUnicodeCharacters">
-            <property name="allowEscapesForControlCharacters" value="true"/>
-            <property name="allowByTailComment" value="true"/>
-            <property name="allowNonPrintableEscapes" value="true"/>
-        </module>
-
-        <module name="EmptyBlock">
-            <property name="option" value="TEXT"/>
-            <property name="tokens" value="LITERAL_TRY, LITERAL_FINALLY, LITERAL_IF, LITERAL_ELSE, LITERAL_SWITCH"/>
-        </module>
-
-        <module name="OneStatementPerLine"/>
-
-        <module name="MagicNumber">
-            <property name="ignoreHashCodeMethod" value="true"/>
-        </module>
-
-        <module name="MultipleVariableDeclarations"/>
-
-        <module name="ArrayTypeStyle"/>
-
-        <module name="MissingSwitchDefault"/>
-
-        <module name="FallThrough">
-            <!-- Warn about falling through to the next case statement.  Similar to
-            javac -Xlint:fallthrough, but the check is suppressed if a single-line comment
-            on the last non-blank line preceding the fallen-into case contains 'fall through' (or
-            some other variants that we don't publicized to promote consistency).
-            -->
-            <property name="reliefPattern"
-                      value="fall through|Fall through|fallthru|Fallthru|falls through|Falls through|fallthrough|Fallthrough|No break|NO break|no break|continue on"/>
-            <property name="severity" value="error"/>
-        </module>
-
-        <!-- MODIFIERS CHECKS -->
-        <module name="ModifierOrder">
-            <!-- Warn if modifier order is inconsistent with JLS3 8.1.1, 8.3.1, and
-                 8.4.3.  The prescribed order is:
-                 public, protected, private, abstract, static, final, transient, volatile,
-                 synchronized, native, strictfp
-              -->
-            <property name="severity" value="error"/>
-        </module>
-
-        <module name="SeparatorWrap">
-            <property name="tokens" value="DOT"/>
-            <property name="option" value="nl"/>
-        </module>
-
-        <module name="SeparatorWrap">
-            <property name="tokens" value="COMMA"/>
-            <property name="option" value="EOL"/>
-        </module>
-
-        <module name="UnusedImports">
-            <property name="severity" value="error"/>
-            <property name="processJavadoc" value="true"/>
-            <message key="import.unused" value="Unused import: {0}."/>
-        </module>
-
-        <module name="RedundantImport">
-            <!-- Checks for redundant import statements. -->
-            <property name="severity" value="error"/>
-            <message key="import.redundancy" value="Redundant import {0}."/>
-        </module>
-
-        <!-- Require static importing from Preconditions. -->
-        <module name="RegexpSinglelineJava">
-            <property name="format" value="^import com.google.common.base.Preconditions;$"/>
-            <property name="message" value="Static import functions from Guava Preconditions"/>
-        </module>
-
-        <!-- Detect multiple consecutive semicolons (e.g. ";;"). -->
-        <module name="RegexpSinglelineJava">
-            <property name="format" value=";{2,}"/>
-            <property name="message" value="Use one semicolon"/>
-            <property name="ignoreComments" value="true"/>
-        </module>
-
-        <module name="RegexpSinglelineJava">
-            <property name="format" value="throw new \w+Error\("/>
-            <property name="message" value="Avoid throwing error in application code."/>
-        </module>
-
-        <module name="RegexpSinglelineJava">
-            <property name="format" value="Objects\.toStringHelper"/>
-            <property name="message" value="Avoid using Object.toStringHelper. Use ToStringBuilder instead."/>
-        </module>
-
-        <module name="JavadocStyle">
-            <property name="severity" value="error"/>
-            <property name="checkHtml" value="true"/>
-            <property name="endOfSentenceFormat" value=""/>
-        </module>
-
-        <module name="RedundantModifier">
-            <!-- Checks for redundant modifiers on various symbol definitions.
-              See: http://checkstyle.sourceforge.net/config_modifier.html#RedundantModifier
-
-              We exclude METHOD_DEF to allow final methods in final classes to make them more future-proof.
-            -->
-            <property name="tokens" value="VARIABLE_DEF, ANNOTATION_FIELD_DEF, INTERFACE_DEF, CLASS_DEF, ENUM_DEF"/>
-        </module>
-
-        <module name="AvoidStarImport"/>
-
-        <module name="NonEmptyAtclauseDescription"/>
-
-        <!--Checks that classes that override equals() also override hashCode()-->
-        <module name="EqualsHashCode"/>
-        <!--Checks for over-complicated boolean expressions. Currently finds code like if (topic == true), topic || true, !false, etc.-->
-        <module name="SimplifyBooleanExpression"/>
-        <module name="OneStatementPerLine"/>
-        <module name="UnnecessaryParentheses"/>
-        <!--Checks for over-complicated boolean return statements. For example the following code-->
-        <module name="SimplifyBooleanReturn"/>
-
-        <!--Check that the default is after all the cases in producerGroup switch statement-->
-        <module name="DefaultComesLast"/>
-        <!--Detects empty statements (standalone ";" semicolon)-->
-        <module name="EmptyStatement">
-            <property name="severity" value="error"/>
-        </module>
-
-        <!--Checks that long constants are defined with an upper ell-->
-        <module name="UpperEll">
-            <!-- Checks that long constants are defined with an upper ell.-->
-            <property name="severity" value="error"/>
-        </module>
-
-        <module name="ConstantName">
-            <property name="format" value="(^[A-Z][A-Z0-9]*(_[A-Z0-9]+)*$)"/>
-        </module>
-        <!--Checks that local, non-final variable names conform to producerGroup format specified by the format property-->
-        <module name="LocalVariableName">
-            <!-- Validates identifiers for local variables against the expression "^[a-z][a-zA-Z0-9]*$". -->
-            <property name="tokens" value="VARIABLE_DEF"/>
-            <property name="format" value="^[a-z]([a-zA-Z0-9]*)?$"/>
-            <property name="severity" value="error"/>
-            <message key="name.invalidPattern" value="Local variable name ''{0}'' must match pattern ''{1}''."/>
-        </module>
-
-        <!--Validates identifiers for local, final variables, including catch parameters-->
-        <module name="LocalFinalVariableName">
-            <!-- Validates identifiers for local final variables against the expression "^[a-z][a-zA-Z0-9]*$". -->
-            <property name="severity" value="error"/>
-        </module>
-
-        <!--Validates identifiers for non-static fields-->
-        <module name="MemberName">
-            <property name="format" value="^[a-z][a-zA-Z0-9]*$"/>
-            <message key="name.invalidPattern" value="Member name ''{0}'' must match pattern ''{1}''."/>
-        </module>
-
-        <!--Validates identifiers for class type parameters-->
-        <module name="ClassTypeParameterName">
-            <property name="format" value="(^[A-Z][0-9]?)$|([A-Z][a-zA-Z0-9]*[T]$)"/>
-            <message key="name.invalidPattern" value="Class type name ''{0}'' must match pattern ''{1}''."/>
-        </module>
-
-        <module name="PackageName">
-            <property name="format" value="^[a-z]+(\.[a-z][a-z0-9]{1,})*$"/>
-            <property name="severity" value="error"/>
-        </module>
-
-        <module name="ConstantNameCheck">
-            <!-- Validates non-private, static, final fields against the supplied public/package final fields "^[A-Z][A-Z0-9]*(_[A-Z0-9]+)*$". -->
-            <metadata name="altname" value="ConstantName"/>
-            <property name="applyToPublic" value="true"/>
-            <property name="applyToProtected" value="true"/>
-            <property name="applyToPackage" value="true"/>
-            <property name="applyToPrivate" value="false"/>
-            <property name="format" value="^([A-Z][A-Z0-9]*(_[A-Z0-9]+)*|FLAG_.*)$"/>
-            <message key="name.invalidPattern"
-                     value="Variable ''{0}'' should be in ALL_CAPS (if it is a constant) or be private (otherwise)."/>
-            <property name="severity" value="error"/>
-        </module>
-
-        <module name="MemberNameCheck">
-            <!-- Validates non-static members against the supplied expression. -->
-            <metadata name="altname" value="MemberName"/>
-            <property name="applyToPublic" value="true"/>
-            <property name="applyToProtected" value="true"/>
-            <property name="applyToPackage" value="true"/>
-            <property name="applyToPrivate" value="true"/>
-            <property name="format" value="^[a-z][a-zA-Z0-9]*$"/>
-            <property name="severity" value="error"/>
-        </module>
-
-        <module name="MethodNameCheck">
-            <!-- Validates identifiers for method names. -->
-            <metadata name="altname" value="MethodName"/>
-            <property name="format" value="^[a-z][a-zA-Z0-9]*(_[a-zA-Z0-9]+)*$"/>
-            <property name="severity" value="error"/>
-        </module>
-
-        <module name="MethodName">
-            <property name="format" value="^[a-z][a-z0-9][a-zA-Z0-9_]*$"/>
-            <message key="name.invalidPattern" value="Method name ''{0}'' must match pattern ''{1}''."/>
-        </module>
-
-        <module name="EmptyCatchBlock">
-            <property name="exceptionVariableName" value="expected"/>
-        </module>
-
-        <module name="CommentsIndentation"/>
-
-        <module name="ParameterName">
-            <!-- Validates identifiers for method parameters against the expression "^[a-z][a-zA-Z0-9]*$". -->
-            <property name="format" value="^[a-z]([a-zA-Z0-9]*)?$"/>
-            <property name="severity" value="error"/>
-            <message key="name.invalidPattern" value="Parameter name ''{0}'' must match pattern ''{1}''."/>
-        </module>
-
-        <module name="CatchParameterName">
-            <property name="format" value="^[a-z]([a-zA-Z0-9]*)?$"/>
-            <message key="name.invalidPattern" value="Catch parameter name ''{0}'' must match pattern ''{1}''."/>
-        </module>
-
-        <module name="StaticVariableNameCheck">
-            <!-- Validates static, non-final fields against the supplied expression "^[a-z][a-zA-Z0-9]*_?$". -->
-            <metadata name="altname" value="StaticVariableName"/>
-            <property name="applyToPublic" value="true"/>
-            <property name="applyToProtected" value="true"/>
-            <property name="applyToPackage" value="true"/>
-            <property name="applyToPrivate" value="true"/>
-            <property name="format" value="(^[A-Z][A-Z0-9]*(_[A-Z0-9]+)*$)"/>
-            <property name="severity" value="error"/>
-        </module>
-
-        <module name="TypeNameCheck">
-            <!-- Validates static, final fields against the expression "^[A-Z][a-zA-Z0-9]*$". -->
-            <metadata name="altname" value="TypeName"/>
-            <property name="severity" value="error"/>
-        </module>
-
-        <module name="TypeName">
-            <property name="format" value="(^[A-Z][a-zA-Z0-9]*$)|(^[A-Z][A-Z0-9]*(_[A-Z0-9]+)*$)"/>
-            <message key="name.invalidPattern" value="Type name ''{0}'' must match pattern ''{1}''."/>
-        </module>
-        <module name="MissingOverride"/>
-
-        <!--whitespace-->
-        <module name="GenericWhitespace">
-            <message key="ws.followed" value="GenericWhitespace ''{0}'' is followed by whitespace."/>
-            <message key="ws.preceded" value="GenericWhitespace ''{0}'' is preceded with whitespace."/>
-            <message key="ws.illegalFollow" value="GenericWhitespace ''{0}'' should followed by whitespace."/>
-            <message key="ws.notPreceded" value="GenericWhitespace ''{0}'' is not preceded with whitespace."/>
-        </module>
-
-        <module name="Indentation">
-            <property name="basicOffset" value="4"/>
-            <property name="braceAdjustment" value="0"/>
-            <property name="caseIndent" value="4"/>
-            <property name="throwsIndent" value="2"/>
-            <property name="lineWrappingIndentation" value="4"/>
-            <property name="arrayInitIndent" value="4"/>
-        </module>
-
-        <module name="NoFinalizer"/>
-
-        <module name="NoWhitespaceAfter">
-            <!-- Checks that there is no whitespace after various unary operators.
-                 Linebreaks are allowed.
-            -->
-            <property name="tokens" value="BNOT, DEC, DOT, INC, LNOT, UNARY_MINUS, UNARY_PLUS"/>
-            <property name="allowLineBreaks" value="true"/>
-            <property name="severity" value="error"/>
-        </module>
-
-        <module name="WhitespaceAfter">
-            <!-- Checks that commas, semicolons and typecasts are followed by
-                 whitespace.
-            -->
-            <property name="tokens" value="COMMA, SEMI, TYPECAST"/>
-        </module>
-
-        <module name="WhitespaceAround">
-            <!-- Checks that various tokens are surrounded by whitespace.
-                 This includes most binary operators and keywords followed
-                 by regular or curly braces.
-            -->
-            <property name="allowEmptyConstructors" value="true"/>
-            <property name="allowEmptyMethods" value="true"/>
-            <property name="allowEmptyTypes" value="true"/>
-            <property name="allowEmptyLoops" value="true"/>
-            <property name="severity" value="error"/>
-            <property name="tokens" value="ASSIGN, BAND, BAND_ASSIGN, BOR,
-        BOR_ASSIGN, BSR, BSR_ASSIGN, BXOR, BXOR_ASSIGN, COLON, DIV, DIV_ASSIGN,
-        EQUAL, GE, GT, LAMBDA, LAND, LE, LITERAL_CATCH, LITERAL_DO, LITERAL_ELSE,
-        LITERAL_FINALLY, LITERAL_FOR, LITERAL_IF, LITERAL_RETURN,
-        LITERAL_SYNCHRONIZED, LITERAL_TRY, LITERAL_WHILE, LOR, LT, MINUS,
-        MINUS_ASSIGN, MOD, MOD_ASSIGN, NOT_EQUAL, PLUS, PLUS_ASSIGN, QUESTION,
-        SL, SL_ASSIGN, SR_ASSIGN, STAR, STAR_ASSIGN, TYPE_EXTENSION_AND"/>
-            <message key="ws.notFollowed"
-                     value="WhitespaceAround: ''{0}'' is not followed by whitespace. Empty blocks may only be represented as '{}' when not part of a multi-block statement (4.1.3)"/>
-            <message key="ws.notPreceded" value="WhitespaceAround: ''{0}'' is not preceded with whitespace."/>
-        </module>
-
-        <module name="MethodParamPad"/>
-        <module name="ParenPad">
-            <!-- Checks that there is no whitespace before close parens or after open parens. -->
-            <property name="severity" value="error"/>
-        </module>
-
-        <module name="NoWhitespaceBefore">
-            <!-- Checks that there is no whitespace before various unary operators. Linebreaks are allowed. -->
-            <property name="tokens" value="COMMA, SEMI, DOT, POST_DEC, POST_INC, ELLIPSIS, METHOD_REF"/>
-            <property name="allowLineBreaks" value="true"/>
-            <property name="severity" value="error"/>
-        </module>
-
-        <module name="OperatorWrap">
-            <!-- Checks that assignment operators are at the end of the line. -->
-            <property name="option" value="eol"/>
-            <property name="tokens"
-                      value="ASSIGN, BAND, BOR, BSR, BXOR, DIV, EQUAL, GE, GT, LE, LITERAL_INSTANCEOF, LT, MINUS, MOD, NOT_EQUAL, QUESTION, SL, SR, STAR, METHOD_REF"/>
-        </module>
-
-        <module name="AnnotationLocation">
-            <property name="allowSamelineMultipleAnnotations" value="false"/>
-            <property name="allowSamelineSingleParameterlessAnnotation" value="false"/>
-            <property name="allowSamelineParameterizedAnnotation" value="true"/>
-            <property name="tokens" value="METHOD_DEF, CTOR_DEF, VARIABLE_DEF, CLASS_DEF, INTERFACE_DEF, ENUM_DEF"/>
-        </module>
-
-        <module name="TypecastParenPad"/>
-
-        <module name="EmptyLineSeparator">
-            <!-- Checks for empty line separator between tokens. The only
-                 excluded token is VARIABLE_DEF, allowing class fields to
-                 be declared on consecutive lines.
-            -->
-            <property name="allowNoEmptyLineBetweenFields" value="true"/>
-            <property name="allowMultipleEmptyLines" value="false"/>
-            <property name="allowMultipleEmptyLinesInsideClassMembers" value="false"/>
-            <property name="tokens"
-                      value="PACKAGE_DEF, IMPORT, STATIC_IMPORT, CLASS_DEF, INTERFACE_DEF, ENUM_DEF, STATIC_INIT, INSTANCE_INIT, METHOD_DEF, CTOR_DEF"/>
-        </module>
-    </module>
-</module>
diff --git a/tools/checkstyle/scalastyle-config.xml b/tools/checkstyle/scalastyle-config.xml
deleted file mode 100644
index b81d4421dc48..000000000000
--- a/tools/checkstyle/scalastyle-config.xml
+++ /dev/null
@@ -1,292 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<!--
-  ~ Licensed to the Apache Software Foundation (ASF) under one or more
-  ~ contributor license agreements.  See the NOTICE file distributed with
-  ~ this work for additional information regarding copyright ownership.
-  ~ The ASF licenses this file to You under the Apache License, Version 2.0
-  ~ (the "License"); you may not use this file except in compliance with
-  ~ the License.  You may obtain a copy of the License at
-  ~
-  ~     http://www.apache.org/licenses/LICENSE-2.0
-  ~
-  ~ Unless required by applicable law or agreed to in writing, software
-  ~ distributed under the License is distributed on an "AS IS" BASIS,
-  ~ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-  ~ See the License for the specific language governing permissions and
-  ~ limitations under the License.
-  ~
--->
-
-<scalastyle>
-    <name>Scalastyle standard configuration</name>
-
-    <check level="error" class="org.scalastyle.file.FileTabChecker" enabled="true"/>
-
-    <check level="error" class="org.scalastyle.scalariform.SpacesAfterPlusChecker" enabled="true"/>
-
-    <check level="error" class="org.scalastyle.scalariform.SpacesBeforePlusChecker" enabled="true"/>
-
-    <check level="error" class="org.scalastyle.scalariform.IndentationChecker" enabled="true"/>
-
-    <check level="error" class="org.scalastyle.file.WhitespaceEndOfLineChecker" enabled="true"/>
-
-    <check level="error" class="org.scalastyle.scalariform.ClassNamesChecker" enabled="true">
-        <parameters>
-            <parameter name="regex"><![CDATA[[A-Z][A-Za-z]*]]></parameter>
-        </parameters>
-    </check>
-
-    <check level="error" class="org.scalastyle.scalariform.ObjectNamesChecker" enabled="true">
-        <parameters>
-            <parameter name="regex"><![CDATA[[A-Z][A-Za-z]*]]></parameter>
-        </parameters>
-    </check>
-
-    <check level="error" class="org.scalastyle.scalariform.PackageNamesChecker" enabled="true">
-        <parameters>
-            <parameter name="regex">^[a-z][A-Za-z0-9]*$</parameter>
-        </parameters>
-    </check>
-
-    <check level="error" class="org.scalastyle.scalariform.PackageObjectNamesChecker" enabled="true">
-        <parameters>
-            <parameter name="regex"><![CDATA[^[a-z][A-Za-z]*$]]></parameter>
-        </parameters>
-    </check>
-
-    <check level="error" class="org.scalastyle.scalariform.MethodArgumentNamesChecker" enabled="true">
-        <parameters>
-            <parameter name="regex">^[a-z][A-Za-z0-9]*$</parameter>
-            <parameter name="ignoreRegex">^$</parameter>
-        </parameters>
-    </check>
-
-    <check level="error" class="org.scalastyle.scalariform.ParameterNumberChecker" enabled="true">
-        <parameters>
-            <parameter name="maxParameters">15</parameter>
-        </parameters>
-    </check>
-
-    <check level="error" class="org.scalastyle.scalariform.ProcedureDeclarationChecker" enabled="true"/>
-
-    <check level="error" class="org.scalastyle.scalariform.EqualsHashCodeChecker" enabled="true"/>
-
-    <check level="error" class="org.scalastyle.scalariform.IllegalImportsChecker" enabled="true">
-        <parameters>
-            <parameter name="illegalImports"><![CDATA[sun._,java.awt._]]></parameter>
-        </parameters>
-        <customMessage>Illegal import of sun._ or java.awt._</customMessage>
-    </check>
-
-    <check level="error" class="org.scalastyle.scalariform.IllegalImportsChecker" enabled="true">
-        <parameters>
-            <parameter name="illegalImports"><![CDATA[scala.collection.Seq,scala.collection.IndexedSeq]]></parameter>
-        </parameters>
-        <customMessage><![CDATA[
-          Don't import scala.collection.Seq and scala.collection.IndexedSeq as it may bring some problems with cross-build between Scala 2.12 and 2.13.
-          Please refer below page to see the details of changes around Seq / IndexedSeq.
-          https://docs.scala-lang.org/overviews/core/collections-migration-213.html
-          If you really need to use scala.collection.Seq or scala.collection.IndexedSeq, please use the fully-qualified name instead.
-        ]]>
-        </customMessage>
-    </check>
-
-    <!-- We cannot turn the following two on, because it'd fail a lot of string interpolation use cases. -->
-    <!-- Ideally the following two rules should be configurable to rule out string interpolation. -->
-    <check level="error" class="org.scalastyle.scalariform.NoWhitespaceBeforeLeftBracketChecker" enabled="true"/>
-
-    <check level="error" class="org.scalastyle.scalariform.NoWhitespaceAfterLeftBracketChecker" enabled="true"/>
-
-    <check enabled="true" class="org.scalastyle.scalariform.NoWhitespaceBeforeRightBracketChecker" level="error"/>
-
-    <check level="error" class="org.scalastyle.scalariform.ReturnChecker" enabled="true"/>
-
-    <!-- Doesn't seem super big deal here ... -->
-    <check level="error" class="org.scalastyle.scalariform.NoCloneChecker" enabled="true"/>
-
-    <check level="error" class="org.scalastyle.scalariform.NoFinalizeChecker" enabled="true"/>
-
-    <check level="error" class="org.scalastyle.scalariform.CovariantEqualsChecker" enabled="true"/>
-
-    <check level="error" class="org.scalastyle.scalariform.StructuralTypeChecker" enabled="true"/>
-
-    <check level="error" class="org.scalastyle.scalariform.UppercaseLChecker" enabled="true"/>
-
-    <check level="error" class="org.scalastyle.scalariform.IfBraceChecker" enabled="true">
-        <parameters>
-            <parameter name="singleLineAllowed">true</parameter>
-            <parameter name="doubleLineAllowed">true</parameter>
-        </parameters>
-    </check>
-
-    <check level="error" class="org.scalastyle.file.RegexChecker" enabled="true">
-        <parameters>
-            <parameter name="regex"><![CDATA[println]]></parameter>
-        </parameters>
-    </check>
-
-    <!-- Single Space between ')' and '{' -->
-    <check customId="SingleSpaceBetweenRParenAndLCurlyBrace" level="error" class="org.scalastyle.file.RegexChecker"
-           enabled="true">
-        <parameters>
-            <parameter name="regex">\)\{</parameter>
-        </parameters>
-        <customMessage><![CDATA[
-          Single Space between ')' and `{`.
-        ]]>
-        </customMessage>
-    </check>
-
-    <check customId="mutablesynchronizedbuffer" level="error" class="org.scalastyle.file.RegexChecker" enabled="true">
-        <parameters>
-            <parameter name="regex">mutable\.SynchronizedBuffer</parameter>
-        </parameters>
-        <customMessage><![CDATA[
-          Are you sure that you want to use mutable.SynchronizedBuffer? In most cases, you should use
-          java.util.concurrent.ConcurrentLinkedQueue instead.
-          If you must use mutable.SynchronizedBuffer, wrap the code block with
-          // scalastyle:off mutablesynchronizedbuffer
-          mutable.SynchronizedBuffer[...]
-          // scalastyle:on mutablesynchronizedbuffer
-        ]]>
-        </customMessage>
-    </check>
-
-    <check customId="awaitresult" level="error" class="org.scalastyle.file.RegexChecker" enabled="true">
-        <parameters>
-            <parameter name="regex">Await\.result</parameter>
-        </parameters>
-        <customMessage><![CDATA[
-          Are you sure that you want to use Await.result? In most cases, you should use ThreadUtils.awaitResult instead.
-          If you must use Await.result, wrap the code block with
-          // scalastyle:off awaitresult
-          Await.result(...)
-          // scalastyle:on awaitresult
-        ]]>
-        </customMessage>
-    </check>
-
-    <check customId="awaitready" level="error" class="org.scalastyle.file.RegexChecker" enabled="true">
-        <parameters>
-            <parameter name="regex">Await\.ready</parameter>
-        </parameters>
-        <customMessage><![CDATA[
-          Are you sure that you want to use Await.ready? In most cases, you should use ThreadUtils.awaitReady instead.
-          If you must use Await.ready, wrap the code block with
-          // scalastyle:off awaitready
-          Await.ready(...)
-          // scalastyle:on awaitready
-        ]]>
-        </customMessage>
-    </check>
-
-    <check customId="FileSystemGet" level="error" class="org.scalastyle.file.RegexChecker" enabled="true">
-        <parameters>
-            <parameter name="regex">FileSystem.get\([a-zA-Z_$][a-zA-Z_$0-9]*\)</parameter>
-        </parameters>
-        <customMessage><![CDATA[
-          Are you sure that you want to use "FileSystem.get(Configuration conf)"? If the input
-          configuration is not set properly, a default FileSystem instance will be returned. It can
-          lead to errors when you deal with multiple file systems. Please consider using
-          "FileSystem.get(URI uri, Configuration conf)" or "Path.getFileSystem(Configuration conf)" instead.
-          If you must use the method "FileSystem.get(Configuration conf)", wrap the code block with
-          // scalastyle:off FileSystemGet
-          FileSystem.get(...)
-          // scalastyle:on FileSystemGet
-        ]]>
-        </customMessage>
-    </check>
-
-    <check customId="commons-lang2" level="error" class="org.scalastyle.scalariform.TokenChecker" enabled="true">
-        <parameters>
-            <parameter name="regex">org\.apache\.commons\.lang\.</parameter>
-        </parameters>
-        <customMessage>Use Commons Lang 3 classes (package org.apache.commons.lang3.*) instead
-            of Commons Lang 2 (package org.apache.commons.lang.*)
-        </customMessage>
-    </check>
-
-    <check customId="println" level="error" class="org.scalastyle.scalariform.TokenChecker" enabled="true">
-        <parameters>
-            <parameter name="regex">^println$</parameter>
-        </parameters>
-        <customMessage><![CDATA[Are you sure you want to println? If yes, wrap the code block with
-          // scalastyle:off println
-          println(...)
-          // scalastyle:on println]]>
-        </customMessage>
-    </check>
-
-    <!-- This breaks symbolic method names so we don't turn it on. -->
-    <!-- Maybe we should update it to allow basic symbolic names, and then we are good to go. -->
-    <check level="error" class="org.scalastyle.scalariform.MethodNamesChecker" enabled="true">
-        <parameters>
-            <parameter name="regex"><![CDATA[^[a-z][A-Za-z0-9]*$]]></parameter>
-            <parameter name="ignoreRegex">^.*$</parameter>
-            <parameter name="ignoreOverride">false</parameter>
-        </parameters>
-    </check>
-
-    <!-- Doesn't seem super big deal here ... -->
-    <check level="error" class="org.scalastyle.file.FileLengthChecker" enabled="true">
-        <parameters>
-            <parameter name="maxFileLength">800</parameter>
-        </parameters>
-    </check>
-
-    <!-- Doesn't seem super big deal here ... -->
-    <check level="error" class="org.scalastyle.scalariform.NumberOfTypesChecker" enabled="true">
-        <parameters>
-            <parameter name="maxTypes">50</parameter>
-        </parameters>
-    </check>
-
-    <!-- Doesn't seem super big deal here ... -->
-    <check level="error" class="org.scalastyle.scalariform.CyclomaticComplexityChecker" enabled="true">
-        <parameters>
-            <parameter name="maximum">80</parameter>
-        </parameters>
-    </check>
-
-    <check level="error" class="org.scalastyle.scalariform.PublicMethodsHaveTypeChecker" enabled="true"/>
-
-    <check level="error" class="org.scalastyle.scalariform.RedundantIfChecker" enabled="true"/>
-
-    <check level="error" class="org.scalastyle.file.NewLineAtEofChecker" enabled="true"/>
-
-    <check level="error" class="org.scalastyle.scalariform.SpaceAfterCommentStartChecker" enabled="true"/>
-
-    <!-- Avoid Java annotations -->
-    <check level="error" class="org.scalastyle.scalariform.OverrideJavaChecker" enabled="true"/>
-
-    <check level="error" class="org.scalastyle.scalariform.DeprecatedJavaChecker" enabled="true"/>
-
-    <check level="error" class="org.scalastyle.scalariform.DisallowSpaceAfterTokenChecker" enabled="true">
-        <parameters>
-            <parameter name="tokens">LPAREN</parameter>
-        </parameters>
-    </check>
-
-    <check level="error" class="org.scalastyle.scalariform.EnsureSingleSpaceBeforeTokenChecker" enabled="true">
-        <parameters>
-            <parameter name="tokens">ARROW, EQUALS, ELSE, TRY, CATCH, FINALLY, LARROW, RARROW</parameter>
-        </parameters>
-    </check>
-
-    <check level="error" class="org.scalastyle.scalariform.EnsureSingleSpaceAfterTokenChecker" enabled="true">
-        <parameters>
-            <parameter name="tokens">ARROW, EQUALS, COMMA, COLON, IF, ELSE, DO, WHILE, FOR, MATCH, TRY, CATCH, FINALLY,
-                LARROW, RARROW
-            </parameter>
-        </parameters>
-    </check>
-
-    <check level="error" class="org.scalastyle.scalariform.DisallowSpaceBeforeTokenChecker" enabled="true">
-        <parameters>
-            <parameter name="tokens">COLON, COMMA, RPAREN</parameter>
-        </parameters>
-    </check>
-
-    <!-- ??? usually shouldn't be checked into the code base. -->
-    <check level="error" class="org.scalastyle.scalariform.NotImplementedErrorUsage" enabled="true"/>
-</scalastyle>
\ No newline at end of file
diff --git a/tools/style/spotless_seatunnel_formatter.xml b/tools/style/spotless_seatunnel_formatter.xml
index 4327ddc1fae4..aa30e4434e32 100644
--- a/tools/style/spotless_seatunnel_formatter.xml
+++ b/tools/style/spotless_seatunnel_formatter.xml
@@ -19,7 +19,7 @@
  */
 -->
 <profiles version="22">
-    <profile kind="CodeFormatterProfile" name="'DolphinScheduler Apache Current'" version="13">
+    <profile kind="CodeFormatterProfile" name="Apache SeaTunnel Current" version="13">
         <setting id="org.eclipse.jdt.core.compiler.source" value="1.8" />
         <setting id="org.eclipse.jdt.core.compiler.compliance" value="1.8" />
         <setting id="org.eclipse.jdt.core.compiler.codegen.targetPlatform" value="1.8" />