diff --git a/paimon-e2e-tests/pom.xml b/paimon-e2e-tests/pom.xml
index 1b439bea20e1..fa590a6de1b7 100644
--- a/paimon-e2e-tests/pom.xml
+++ b/paimon-e2e-tests/pom.xml
@@ -33,7 +33,7 @@ under the License.
 
     <properties>
         <flink.shaded.hadoop.version>2.8.3-10.0</flink.shaded.hadoop.version>
-        <flink.cdc.version>2.4.2</flink.cdc.version>
+        <flink.cdc.version>3.1.1</flink.cdc.version>
         <flink.sql.connector.hive>flink-sql-connector-hive-2.3.10_${scala.binary.version}</flink.sql.connector.hive>
     </properties>
 
@@ -77,7 +77,7 @@ under the License.
         </dependency>
 
         <dependency>
-            <groupId>com.ververica</groupId>
+            <groupId>org.apache.flink</groupId>
             <artifactId>flink-connector-mysql-cdc</artifactId>
             <version>${flink.cdc.version}</version>
             <scope>test</scope>
@@ -120,6 +120,13 @@ under the License.
             <version>${testcontainers.version}</version>
             <scope>test</scope>
         </dependency>
+
+        <dependency>
+            <groupId>mysql</groupId>
+            <artifactId>mysql-connector-java</artifactId>
+            <version>${test.mysql.connector.java.version}</version>
+            <scope>test</scope>
+        </dependency>
     </dependencies>
 
     <build>
@@ -197,7 +204,7 @@ under the License.
                             </outputDirectory>
                         </artifactItem>
                         <artifactItem>
-                            <groupId>com.ververica</groupId>
+                            <groupId>org.apache.flink</groupId>
                             <artifactId>flink-sql-connector-mysql-cdc</artifactId>
                             <version>${flink.cdc.version}</version>
                             <destFileName>mysql-cdc.jar</destFileName>
@@ -206,6 +213,16 @@ under the License.
                             <outputDirectory>/tmp/paimon-e2e-tests-jars
                             </outputDirectory>
                         </artifactItem>
+                        <artifactItem>
+                            <groupId>mysql</groupId>
+                            <artifactId>mysql-connector-java</artifactId>
+                            <version>${test.mysql.connector.java.version}</version>
+                            <destFileName>mysql-connector-java.jar</destFileName>
+                            <type>jar</type>
+                            <overWrite>true</overWrite>
+                            <outputDirectory>/tmp/paimon-e2e-tests-jars
+                            </outputDirectory>
+                        </artifactItem>
                         <!-- test paimon with kafka sql jar -->
                         <artifactItem>
                             <groupId>org.apache.flink</groupId>
diff --git a/paimon-e2e-tests/src/test/resources-filtered/docker-compose.yaml b/paimon-e2e-tests/src/test/resources-filtered/docker-compose.yaml
index 91869fbf8118..400f88c385c9 100644
--- a/paimon-e2e-tests/src/test/resources-filtered/docker-compose.yaml
+++ b/paimon-e2e-tests/src/test/resources-filtered/docker-compose.yaml
@@ -31,7 +31,8 @@ services:
       - /tmp/paimon-e2e-tests-jars:/jars
     entrypoint: >
       /bin/bash -c "
-      cp /jars/paimon-flink.jar /jars/paimon-flink-action.jar /jars/bundled-hadoop.jar /jars/mysql-cdc.jar
+      cp /jars/paimon-flink.jar /jars/paimon-flink-action.jar /jars/bundled-hadoop.jar 
+      /jars/mysql-cdc.jar /jars/mysql-connector-java.jar
       /jars/flink-sql-connector-kafka.jar /jars/flink-sql-connector-hive.jar /opt/flink/lib ;
       echo 'See FLINK-31659 for why we need the following two steps' ;
       mv /opt/flink/opt/flink-table-planner*.jar /opt/flink/lib/ ;
@@ -54,7 +55,8 @@ services:
       - /tmp/paimon-e2e-tests-jars:/jars
     entrypoint: >
       /bin/bash -c "
-      cp /jars/paimon-flink.jar /jars/paimon-flink-action.jar /jars/bundled-hadoop.jar /jars/mysql-cdc.jar
+      cp /jars/paimon-flink.jar /jars/paimon-flink-action.jar /jars/bundled-hadoop.jar 
+      /jars/mysql-cdc.jar /jars/mysql-connector-java.jar
       /jars/flink-sql-connector-kafka.jar /jars/flink-sql-connector-hive.jar /opt/flink/lib ;
       echo 'See FLINK-31659 for why we need the following two steps' ;
       mv /opt/flink/opt/flink-table-planner*.jar /opt/flink/lib/ ;
diff --git a/paimon-flink/paimon-flink-cdc/pom.xml b/paimon-flink/paimon-flink-cdc/pom.xml
index 7ac9facc6348..4a1496e5c007 100644
--- a/paimon-flink/paimon-flink-cdc/pom.xml
+++ b/paimon-flink/paimon-flink-cdc/pom.xml
@@ -34,15 +34,16 @@ under the License.
     <name>Paimon : Flink : CDC</name>
 
     <properties>
-        <flink.version>1.17.2</flink.version>
-        <flink.cdc.version>2.4.2</flink.cdc.version>
-        <flink.mongodb.cdc.version>2.4.1</flink.mongodb.cdc.version>
+        <flink.version>1.18.1</flink.version>
+        <flink.cdc.version>3.1.1</flink.cdc.version>
+        <flink.mongodb.cdc.version>3.1.1</flink.mongodb.cdc.version>
         <avro.version>1.11.1</avro.version>
         <geometry.version>2.2.0</geometry.version>
         <json-path.version>2.9.0</json-path.version>
         <mongodb.testcontainers.version>1.19.1</mongodb.testcontainers.version>
         <flink.connector.pulsar.version>4.0.0-1.17</flink.connector.pulsar.version>
         <confluent.platform.version>7.5.0</confluent.platform.version>
+        <flink.connector.kafka.version>3.0.1-1.18</flink.connector.kafka.version>
     </properties>
 
     <repositories>
@@ -84,14 +85,14 @@ under the License.
         <!-- CDC dependencies -->
 
         <dependency>
-            <groupId>com.ververica</groupId>
+            <groupId>org.apache.flink</groupId>
             <artifactId>flink-connector-postgres-cdc</artifactId>
             <version>${flink.cdc.version}</version>
             <scope>provided</scope>
         </dependency>
 
         <dependency>
-            <groupId>com.ververica</groupId>
+            <groupId>org.apache.flink</groupId>
             <artifactId>flink-connector-mysql-cdc</artifactId>
             <version>${flink.cdc.version}</version>
             <scope>provided</scope>
@@ -100,7 +101,7 @@ under the License.
         <dependency>
             <groupId>org.apache.flink</groupId>
             <artifactId>flink-connector-kafka</artifactId>
-            <version>${flink.version}</version>
+            <version>${flink.connector.kafka.version}</version>
             <scope>provided</scope>
         </dependency>
 
@@ -113,7 +114,7 @@ under the License.
 
 
         <dependency>
-            <groupId>com.ververica</groupId>
+            <groupId>org.apache.flink</groupId>
             <artifactId>flink-connector-mongodb-cdc</artifactId>
             <version>${flink.mongodb.cdc.version}</version>
             <scope>provided</scope>
@@ -303,7 +304,7 @@ under the License.
                                 <!-- Same as flink-sql-connector-kafka. -->
                                 <relocation>
                                     <pattern>org.apache.kafka.connect</pattern>
-                                    <shadedPattern>com.ververica.cdc.connectors.shaded.org.apache.kafka.connect</shadedPattern>
+                                    <shadedPattern>org.apache.flink.cdc.connectors.shaded.org.apache.kafka.connect</shadedPattern>
                                 </relocation>
                                 <relocation>
                                     <pattern>org.apache.kafka</pattern>
diff --git a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/SyncJobHandler.java b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/SyncJobHandler.java
index 280f6c17d599..147d19377b6c 100644
--- a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/SyncJobHandler.java
+++ b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/SyncJobHandler.java
@@ -28,11 +28,11 @@
 import org.apache.paimon.flink.action.cdc.pulsar.PulsarActionUtils;
 import org.apache.paimon.flink.sink.cdc.RichCdcMultiplexRecord;
 
-import com.ververica.cdc.connectors.mongodb.source.config.MongoDBSourceOptions;
-import com.ververica.cdc.connectors.mysql.source.config.MySqlSourceOptions;
-import com.ververica.cdc.connectors.postgres.source.config.PostgresSourceOptions;
 import org.apache.flink.api.common.functions.FlatMapFunction;
 import org.apache.flink.api.connector.source.Source;
+import org.apache.flink.cdc.connectors.mongodb.source.config.MongoDBSourceOptions;
+import org.apache.flink.cdc.connectors.mysql.source.config.MySqlSourceOptions;
+import org.apache.flink.cdc.connectors.postgres.source.config.PostgresSourceOptions;
 import org.apache.flink.configuration.Configuration;
 import org.apache.flink.connector.pulsar.common.config.PulsarOptions;
 import org.apache.flink.connector.pulsar.source.PulsarSourceOptions;
diff --git a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mongodb/MongoDBActionUtils.java b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mongodb/MongoDBActionUtils.java
index 65d22ba33fb2..c86307fe7015 100644
--- a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mongodb/MongoDBActionUtils.java
+++ b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mongodb/MongoDBActionUtils.java
@@ -21,11 +21,11 @@
 import org.apache.paimon.flink.action.cdc.CdcSourceRecord;
 import org.apache.paimon.flink.action.cdc.serialization.CdcDebeziumDeserializationSchema;
 
-import com.ververica.cdc.connectors.base.options.SourceOptions;
-import com.ververica.cdc.connectors.base.options.StartupOptions;
-import com.ververica.cdc.connectors.mongodb.source.MongoDBSource;
-import com.ververica.cdc.connectors.mongodb.source.MongoDBSourceBuilder;
-import com.ververica.cdc.connectors.mongodb.source.config.MongoDBSourceOptions;
+import org.apache.flink.cdc.connectors.base.options.SourceOptions;
+import org.apache.flink.cdc.connectors.base.options.StartupOptions;
+import org.apache.flink.cdc.connectors.mongodb.source.MongoDBSource;
+import org.apache.flink.cdc.connectors.mongodb.source.MongoDBSourceBuilder;
+import org.apache.flink.cdc.connectors.mongodb.source.config.MongoDBSourceOptions;
 import org.apache.flink.configuration.ConfigOption;
 import org.apache.flink.configuration.ConfigOptions;
 import org.apache.flink.configuration.Configuration;
diff --git a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mongodb/MongoDBSyncDatabaseAction.java b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mongodb/MongoDBSyncDatabaseAction.java
index 7881aa58b9a7..4120aa1ba06a 100644
--- a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mongodb/MongoDBSyncDatabaseAction.java
+++ b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mongodb/MongoDBSyncDatabaseAction.java
@@ -23,8 +23,8 @@
 import org.apache.paimon.flink.action.cdc.SyncDatabaseActionBase;
 import org.apache.paimon.flink.action.cdc.SyncJobHandler;
 
-import com.ververica.cdc.connectors.mongodb.source.MongoDBSource;
-import com.ververica.cdc.connectors.mongodb.source.config.MongoDBSourceOptions;
+import org.apache.flink.cdc.connectors.mongodb.source.MongoDBSource;
+import org.apache.flink.cdc.connectors.mongodb.source.config.MongoDBSourceOptions;
 
 import java.util.Collections;
 import java.util.Map;
diff --git a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mongodb/MongoDBSyncDatabaseActionFactory.java b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mongodb/MongoDBSyncDatabaseActionFactory.java
index 0468e1c11150..d768b6740ccf 100644
--- a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mongodb/MongoDBSyncDatabaseActionFactory.java
+++ b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mongodb/MongoDBSyncDatabaseActionFactory.java
@@ -91,7 +91,7 @@ public void printHelp() {
                         + "It can't be a regular expression.");
         System.out.println(
                 "For a complete list of supported configurations, "
-                        + "see https://ververica.github.io/flink-cdc-connectors/master/content/connectors/mongodb-cdc.html#connector-options");
+                        + "see https://github.com/apache/flink-cdc/blob/master/docs/content/docs/connectors/flink-sources/mongodb-cdc.md#connector-options");
         System.out.println();
 
         System.out.println("Paimon catalog and table sink conf syntax:");
diff --git a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mongodb/MongoDBSyncTableAction.java b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mongodb/MongoDBSyncTableAction.java
index 0c5b078867c8..c1bf21b5ba2a 100644
--- a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mongodb/MongoDBSyncTableAction.java
+++ b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mongodb/MongoDBSyncTableAction.java
@@ -23,8 +23,8 @@
 import org.apache.paimon.flink.action.cdc.SyncTableActionBase;
 import org.apache.paimon.schema.Schema;
 
-import com.ververica.cdc.connectors.mongodb.source.MongoDBSource;
-import com.ververica.cdc.connectors.mongodb.source.config.MongoDBSourceOptions;
+import org.apache.flink.cdc.connectors.mongodb.source.MongoDBSource;
+import org.apache.flink.cdc.connectors.mongodb.source.config.MongoDBSourceOptions;
 
 import java.util.Map;
 
diff --git a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mongodb/MongoDBSyncTableActionFactory.java b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mongodb/MongoDBSyncTableActionFactory.java
index f74171f29e0a..79063c606f8c 100644
--- a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mongodb/MongoDBSyncTableActionFactory.java
+++ b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mongodb/MongoDBSyncTableActionFactory.java
@@ -105,7 +105,7 @@ public void printHelp() {
                         + "This can be done by configuring 'field.name' to specify the synchronization fields and 'parser.path' to specify the JSON parsing path for those fields.");
         System.out.println(
                 "For a complete list of supported configurations, "
-                        + "see https://ververica.github.io/flink-cdc-connectors/master/content/connectors/mongodb-cdc.html#connector-options");
+                        + "see https://nightlies.apache.org/flink/flink-cdc-docs-release-3.1/docs/connectors/flink-sources/mysql-cdc/#connector-options");
         System.out.println();
 
         System.out.println("Paimon catalog and table sink conf syntax:");
diff --git a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mongodb/MongodbSchemaUtils.java b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mongodb/MongodbSchemaUtils.java
index 28ad91ba0893..76c936a32d49 100644
--- a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mongodb/MongodbSchemaUtils.java
+++ b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mongodb/MongodbSchemaUtils.java
@@ -27,8 +27,8 @@
 import com.mongodb.client.MongoClients;
 import com.mongodb.client.MongoCollection;
 import com.mongodb.client.MongoDatabase;
-import com.ververica.cdc.connectors.mongodb.source.config.MongoDBSourceOptions;
 import org.apache.commons.lang3.StringUtils;
+import org.apache.flink.cdc.connectors.mongodb.source.config.MongoDBSourceOptions;
 import org.apache.flink.configuration.Configuration;
 import org.bson.Document;
 
@@ -40,7 +40,7 @@
 import java.util.List;
 import java.util.Objects;
 
-import static com.ververica.cdc.connectors.mongodb.internal.MongoDBEnvelope.encodeValue;
+import static org.apache.flink.cdc.connectors.mongodb.internal.MongoDBEnvelope.encodeValue;
 import static org.apache.flink.util.Preconditions.checkNotNull;
 import static org.apache.paimon.flink.action.cdc.mongodb.MongoDBActionUtils.FIELD_NAME;
 import static org.apache.paimon.flink.action.cdc.mongodb.MongoDBActionUtils.START_MODE;
diff --git a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/MySqlActionUtils.java b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/MySqlActionUtils.java
index cc9644b54d32..929529a637eb 100644
--- a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/MySqlActionUtils.java
+++ b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/MySqlActionUtils.java
@@ -26,14 +26,14 @@
 import org.apache.paimon.flink.action.cdc.serialization.CdcDebeziumDeserializationSchema;
 import org.apache.paimon.schema.Schema;
 
-import com.ververica.cdc.connectors.mysql.source.MySqlSource;
-import com.ververica.cdc.connectors.mysql.source.MySqlSourceBuilder;
-import com.ververica.cdc.connectors.mysql.source.config.MySqlSourceOptions;
-import com.ververica.cdc.connectors.mysql.source.offset.BinlogOffset;
-import com.ververica.cdc.connectors.mysql.source.offset.BinlogOffsetBuilder;
-import com.ververica.cdc.connectors.mysql.table.StartupOptions;
-import com.ververica.cdc.debezium.table.DebeziumOptions;
-import com.ververica.cdc.debezium.utils.JdbcUrlUtils;
+import org.apache.flink.cdc.connectors.mysql.source.MySqlSource;
+import org.apache.flink.cdc.connectors.mysql.source.MySqlSourceBuilder;
+import org.apache.flink.cdc.connectors.mysql.source.config.MySqlSourceOptions;
+import org.apache.flink.cdc.connectors.mysql.source.offset.BinlogOffset;
+import org.apache.flink.cdc.connectors.mysql.source.offset.BinlogOffsetBuilder;
+import org.apache.flink.cdc.connectors.mysql.table.StartupOptions;
+import org.apache.flink.cdc.debezium.table.DebeziumOptions;
+import org.apache.flink.cdc.debezium.utils.JdbcUrlUtils;
 import org.apache.flink.configuration.ConfigOption;
 import org.apache.flink.configuration.ConfigOptions;
 import org.apache.flink.configuration.Configuration;
@@ -179,7 +179,7 @@ public static MySqlSource<CdcSourceRecord> buildMySqlSource(
 
         String startupMode = mySqlConfig.get(MySqlSourceOptions.SCAN_STARTUP_MODE);
         // see
-        // https://github.com/ververica/flink-cdc-connectors/blob/master/flink-connector-mysql-cdc/src/main/java/com/ververica/cdc/connectors/mysql/table/MySqlTableSourceFactory.java#L196
+        // https://github.com/apache/flink-cdc/blob/master/flink-cdc-connect/flink-cdc-source-connectors/flink-connector-mysql-cdc/src/main/java/org/apache/flink/cdc/connectors/mysql/table/MySqlTableSourceFactory.java#L197
         if ("initial".equalsIgnoreCase(startupMode)) {
             sourceBuilder.startupOptions(StartupOptions.initial());
         } else if ("earliest-offset".equalsIgnoreCase(startupMode)) {
@@ -234,7 +234,7 @@ public static MySqlSource<CdcSourceRecord> buildMySqlSource(
     }
 
     // see
-    // https://ververica.github.io/flink-cdc-connectors/master/content/connectors/mysql-cdc.html#connector-options
+    // https://nightlies.apache.org/flink/flink-cdc-docs-release-3.1/docs/connectors/flink-sources/mysql-cdc/#connector-options
     // https://dev.mysql.com/doc/connectors/en/connector-j-reference-configuration-properties.html
     private static Map<String, String> getJdbcProperties(
             TypeMapping typeMapping, Configuration mySqlConfig) {
diff --git a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/MySqlRecordParser.java b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/MySqlRecordParser.java
index b87a92806262..502e6237a477 100644
--- a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/MySqlRecordParser.java
+++ b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/MySqlRecordParser.java
@@ -37,14 +37,14 @@
 import org.apache.paimon.shade.jackson2.com.fasterxml.jackson.databind.JsonNode;
 import org.apache.paimon.shade.jackson2.com.fasterxml.jackson.databind.ObjectMapper;
 
-import com.ververica.cdc.connectors.mysql.source.config.MySqlSourceOptions;
-import com.ververica.cdc.debezium.table.DebeziumOptions;
 import io.debezium.connector.AbstractSourceInfo;
 import io.debezium.relational.Column;
 import io.debezium.relational.RelationalDatabaseConnectorConfig;
 import io.debezium.relational.Table;
 import io.debezium.relational.history.TableChanges;
 import org.apache.flink.api.common.functions.FlatMapFunction;
+import org.apache.flink.cdc.connectors.mysql.source.config.MySqlSourceOptions;
+import org.apache.flink.cdc.debezium.table.DebeziumOptions;
 import org.apache.flink.configuration.Configuration;
 import org.apache.flink.util.Collector;
 import org.slf4j.Logger;
diff --git a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/MySqlSyncDatabaseAction.java b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/MySqlSyncDatabaseAction.java
index d27fa32d0233..ecdb6c65f482 100644
--- a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/MySqlSyncDatabaseAction.java
+++ b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/MySqlSyncDatabaseAction.java
@@ -34,8 +34,8 @@
 import org.apache.paimon.table.FileStoreTable;
 import org.apache.paimon.utils.Preconditions;
 
-import com.ververica.cdc.connectors.mysql.source.MySqlSource;
-import com.ververica.cdc.connectors.mysql.source.config.MySqlSourceOptions;
+import org.apache.flink.cdc.connectors.mysql.source.MySqlSource;
+import org.apache.flink.cdc.connectors.mysql.source.config.MySqlSourceOptions;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -58,7 +58,7 @@
  * An {@link Action} which synchronize the whole MySQL database into one Paimon database.
  *
  * <p>You should specify MySQL source database in {@code mySqlConfig}. See <a
- * href="https://ververica.github.io/flink-cdc-connectors/master/content/connectors/mysql-cdc.html#connector-options">document
+ * href="https://nightlies.apache.org/flink/flink-cdc-docs-release-3.1/docs/connectors/flink-sources/mysql-cdc/#connector-options">document
  * of flink-cdc-connectors</a> for detailed keys and values.
  *
  * <p>For each MySQL table to be synchronized, if the corresponding Paimon table does not exist,
diff --git a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/MySqlSyncDatabaseActionFactory.java b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/MySqlSyncDatabaseActionFactory.java
index f84bf979ab96..316e3f7822a5 100644
--- a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/MySqlSyncDatabaseActionFactory.java
+++ b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/MySqlSyncDatabaseActionFactory.java
@@ -147,7 +147,7 @@ public void printHelp() {
                         + "It can't be a regular expression.");
         System.out.println(
                 "For a complete list of supported configurations, "
-                        + "see https://ververica.github.io/flink-cdc-connectors/master/content/connectors/mysql-cdc.html#connector-options");
+                        + "see https://nightlies.apache.org/flink/flink-cdc-docs-release-3.1/docs/connectors/flink-sources/mysql-cdc/#connector-options");
         System.out.println();
 
         System.out.println("Paimon catalog and table sink conf syntax:");
diff --git a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/MySqlSyncTableAction.java b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/MySqlSyncTableAction.java
index de6c22a21b7d..eeb273265772 100644
--- a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/MySqlSyncTableAction.java
+++ b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/MySqlSyncTableAction.java
@@ -27,8 +27,8 @@
 import org.apache.paimon.flink.action.cdc.schema.JdbcTableInfo;
 import org.apache.paimon.schema.Schema;
 
-import com.ververica.cdc.connectors.mysql.source.MySqlSource;
-import com.ververica.cdc.connectors.mysql.source.config.MySqlSourceOptions;
+import org.apache.flink.cdc.connectors.mysql.source.MySqlSource;
+import org.apache.flink.cdc.connectors.mysql.source.config.MySqlSourceOptions;
 
 import java.util.ArrayList;
 import java.util.List;
@@ -43,7 +43,7 @@
  * An {@link Action} which synchronize one or multiple MySQL tables into one Paimon table.
  *
  * <p>You should specify MySQL source table in {@code mySqlConfig}. See <a
- * href="https://ververica.github.io/flink-cdc-connectors/master/content/connectors/mysql-cdc.html#connector-options">document
+ * href="https://nightlies.apache.org/flink/flink-cdc-docs-release-3.1/docs/connectors/flink-sources/mysql-cdc/#connector-options">document
  * of flink-cdc-connectors</a> for detailed keys and values.
  *
  * <p>If the specified Paimon table does not exist, this action will automatically create the table.
diff --git a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/MySqlSyncTableActionFactory.java b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/MySqlSyncTableActionFactory.java
index eab8f37eec62..141b7b73e1f7 100644
--- a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/MySqlSyncTableActionFactory.java
+++ b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/MySqlSyncTableActionFactory.java
@@ -98,7 +98,7 @@ public void printHelp() {
                         + "are required configurations, others are optional.");
         System.out.println(
                 "For a complete list of supported configurations, "
-                        + "see https://ververica.github.io/flink-cdc-connectors/master/content/connectors/mysql-cdc.html#connector-options");
+                        + "see https://nightlies.apache.org/flink/flink-cdc-docs-release-3.1/docs/connectors/flink-sources/mysql-cdc/#connector-options");
         System.out.println();
 
         System.out.println("Paimon catalog and table sink conf syntax:");
diff --git a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/MySqlTypeUtils.java b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/MySqlTypeUtils.java
index f81046962c39..d1540ed39b32 100644
--- a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/MySqlTypeUtils.java
+++ b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/MySqlTypeUtils.java
@@ -47,7 +47,7 @@
 import static org.apache.paimon.flink.action.cdc.TypeMapping.TypeMappingMode.TO_STRING;
 
 /* This file is based on source code from MySqlTypeUtils in the flink-cdc-connectors Project
- * (https://ververica.github.io/flink-cdc-connectors/), licensed by the Apache Software Foundation (ASF)
+ * (https://github.com/apache/flink-cdc/), licensed by the Apache Software Foundation (ASF)
  * under the Apache License, Version 2.0. See the NOTICE file distributed with this work for
  * additional information regarding copyright ownership. */
 
diff --git a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/format/DebeziumEventUtils.java b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/format/DebeziumEventUtils.java
index 562d138ad822..c03b050fa2a6 100644
--- a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/format/DebeziumEventUtils.java
+++ b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/mysql/format/DebeziumEventUtils.java
@@ -18,11 +18,11 @@
 
 package org.apache.paimon.flink.action.cdc.mysql.format;
 
-import com.ververica.cdc.debezium.history.FlinkJsonTableChangeSerializer;
 import io.debezium.document.Array;
 import io.debezium.document.DocumentReader;
 import io.debezium.relational.history.HistoryRecord;
 import io.debezium.relational.history.TableChanges;
+import org.apache.flink.cdc.debezium.history.FlinkJsonTableChangeSerializer;
 
 import java.io.IOException;
 
diff --git a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/postgres/PostgresActionUtils.java b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/postgres/PostgresActionUtils.java
index 45d8f69ccbd1..165a77eb3f1c 100644
--- a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/postgres/PostgresActionUtils.java
+++ b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/postgres/PostgresActionUtils.java
@@ -27,12 +27,12 @@
 import org.apache.paimon.options.OptionsUtils;
 import org.apache.paimon.schema.Schema;
 
-import com.ververica.cdc.connectors.base.options.StartupOptions;
-import com.ververica.cdc.connectors.base.source.jdbc.JdbcIncrementalSource;
-import com.ververica.cdc.connectors.postgres.source.PostgresSourceBuilder;
-import com.ververica.cdc.connectors.postgres.source.PostgresSourceBuilder.PostgresIncrementalSource;
-import com.ververica.cdc.connectors.postgres.source.config.PostgresSourceOptions;
-import com.ververica.cdc.debezium.table.DebeziumOptions;
+import org.apache.flink.cdc.connectors.base.options.StartupOptions;
+import org.apache.flink.cdc.connectors.base.source.jdbc.JdbcIncrementalSource;
+import org.apache.flink.cdc.connectors.postgres.source.PostgresSourceBuilder;
+import org.apache.flink.cdc.connectors.postgres.source.PostgresSourceBuilder.PostgresIncrementalSource;
+import org.apache.flink.cdc.connectors.postgres.source.config.PostgresSourceOptions;
+import org.apache.flink.cdc.debezium.table.DebeziumOptions;
 import org.apache.flink.configuration.Configuration;
 import org.apache.kafka.connect.json.JsonConverterConfig;
 
@@ -138,7 +138,7 @@ public static JdbcIncrementalSource<CdcSourceRecord> buildPostgresSource(
 
         // Postgres CDC using increment snapshot, splitSize is used instead of fetchSize (as in JDBC
         // connector). splitSize is the number of records in each snapshot split. see
-        // https://ververica.github.io/flink-cdc-connectors/master/content/connectors/postgres-cdc.html#incremental-snapshot-options
+        // https://nightlies.apache.org/flink/flink-cdc-docs-release-3.1/docs/connectors/flink-sources/postgres-cdc/#incremental-snapshot-options
         postgresConfig
                 .getOptional(PostgresSourceOptions.SCAN_INCREMENTAL_SNAPSHOT_CHUNK_SIZE)
                 .ifPresent(sourceBuilder::splitSize);
diff --git a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/postgres/PostgresRecordParser.java b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/postgres/PostgresRecordParser.java
index 0d672e85d5f9..a050896d8d9f 100644
--- a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/postgres/PostgresRecordParser.java
+++ b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/postgres/PostgresRecordParser.java
@@ -40,7 +40,6 @@
 import org.apache.paimon.shade.jackson2.com.fasterxml.jackson.databind.ObjectMapper;
 import org.apache.paimon.shade.jackson2.com.fasterxml.jackson.databind.node.ArrayNode;
 
-import com.ververica.cdc.connectors.postgres.source.config.PostgresSourceOptions;
 import io.debezium.connector.AbstractSourceInfo;
 import io.debezium.data.Bits;
 import io.debezium.time.Date;
@@ -49,6 +48,7 @@
 import io.debezium.time.Timestamp;
 import io.debezium.time.ZonedTimestamp;
 import org.apache.flink.api.common.functions.FlatMapFunction;
+import org.apache.flink.cdc.connectors.postgres.source.config.PostgresSourceOptions;
 import org.apache.flink.configuration.Configuration;
 import org.apache.flink.util.Collector;
 import org.apache.kafka.connect.json.JsonConverterConfig;
diff --git a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/postgres/PostgresSyncTableAction.java b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/postgres/PostgresSyncTableAction.java
index e7d692b91e42..f66c20dfa02a 100644
--- a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/postgres/PostgresSyncTableAction.java
+++ b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/postgres/PostgresSyncTableAction.java
@@ -27,8 +27,8 @@
 import org.apache.paimon.flink.action.cdc.schema.JdbcTableInfo;
 import org.apache.paimon.schema.Schema;
 
-import com.ververica.cdc.connectors.base.source.jdbc.JdbcIncrementalSource;
-import com.ververica.cdc.connectors.postgres.source.config.PostgresSourceOptions;
+import org.apache.flink.cdc.connectors.base.source.jdbc.JdbcIncrementalSource;
+import org.apache.flink.cdc.connectors.postgres.source.config.PostgresSourceOptions;
 
 import java.util.ArrayList;
 import java.util.HashSet;
@@ -45,7 +45,7 @@
  * An {@link Action} which synchronize one or multiple PostgreSQL tables into one Paimon table.
  *
  * <p>You should specify PostgreSQL source table in {@code postgresConfig}. See <a
- * href="https://ververica.github.io/flink-cdc-connectors/master/content/connectors/postgres-cdc.html#connector-options">document
+ * href="https://nightlies.apache.org/flink/flink-cdc-docs-release-3.1/docs/connectors/flink-sources/postgres-cdc/#connector-options">document
  * of flink-cdc-connectors</a> for detailed keys and values.
  *
  * <p>If the specified Paimon table does not exist, this action will automatically create the table.
diff --git a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/postgres/PostgresSyncTableActionFactory.java b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/postgres/PostgresSyncTableActionFactory.java
index afc8b726896b..b40a480f839a 100644
--- a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/postgres/PostgresSyncTableActionFactory.java
+++ b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/postgres/PostgresSyncTableActionFactory.java
@@ -99,7 +99,7 @@ public void printHelp() {
                         + "are required configurations, others are optional.");
         System.out.println(
                 "For a complete list of supported configurations, "
-                        + "see https://ververica.github.io/flink-cdc-connectors/master/content/connectors/postgres-cdc.html#connector-options");
+                        + "see https://nightlies.apache.org/flink/flink-cdc-docs-release-3.1/docs/connectors/flink-sources/postgres-cdc/#connector-options");
         System.out.println();
 
         System.out.println("Paimon catalog and table sink conf syntax:");
diff --git a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/serialization/CdcDebeziumDeserializationSchema.java b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/serialization/CdcDebeziumDeserializationSchema.java
index 9ce39ad29e5a..e202e4eecabd 100644
--- a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/serialization/CdcDebeziumDeserializationSchema.java
+++ b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/serialization/CdcDebeziumDeserializationSchema.java
@@ -20,8 +20,8 @@
 
 import org.apache.paimon.flink.action.cdc.CdcSourceRecord;
 
-import com.ververica.cdc.debezium.DebeziumDeserializationSchema;
 import org.apache.flink.api.common.typeinfo.TypeInformation;
+import org.apache.flink.cdc.debezium.DebeziumDeserializationSchema;
 import org.apache.flink.util.Collector;
 import org.apache.kafka.connect.json.JsonConverter;
 import org.apache.kafka.connect.json.JsonConverterConfig;
diff --git a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/watermark/CdcTimestampExtractorFactory.java b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/watermark/CdcTimestampExtractorFactory.java
index e59d124a7b27..26733465a054 100644
--- a/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/watermark/CdcTimestampExtractorFactory.java
+++ b/paimon-flink/paimon-flink-cdc/src/main/java/org/apache/paimon/flink/action/cdc/watermark/CdcTimestampExtractorFactory.java
@@ -26,8 +26,8 @@
 import org.apache.paimon.shade.jackson2.com.fasterxml.jackson.databind.JsonNode;
 import org.apache.paimon.shade.jackson2.com.fasterxml.jackson.databind.ObjectMapper;
 
-import com.ververica.cdc.connectors.mongodb.source.MongoDBSource;
-import com.ververica.cdc.connectors.mysql.source.MySqlSource;
+import org.apache.flink.cdc.connectors.mongodb.source.MongoDBSource;
+import org.apache.flink.cdc.connectors.mysql.source.MySqlSource;
 import org.apache.flink.connector.kafka.source.KafkaSource;
 import org.apache.flink.connector.pulsar.source.PulsarSource;
 
diff --git a/paimon-flink/paimon-flink-cdc/src/test/java/org/apache/paimon/flink/action/cdc/mongodb/MongodbSchemaITCase.java b/paimon-flink/paimon-flink-cdc/src/test/java/org/apache/paimon/flink/action/cdc/mongodb/MongodbSchemaITCase.java
index eb207f8c0bda..394cdd1f149b 100644
--- a/paimon-flink/paimon-flink-cdc/src/test/java/org/apache/paimon/flink/action/cdc/mongodb/MongodbSchemaITCase.java
+++ b/paimon-flink/paimon-flink-cdc/src/test/java/org/apache/paimon/flink/action/cdc/mongodb/MongodbSchemaITCase.java
@@ -29,7 +29,7 @@
 import com.mongodb.client.MongoClients;
 import com.mongodb.client.MongoCollection;
 import com.mongodb.client.MongoDatabase;
-import com.ververica.cdc.connectors.mongodb.source.config.MongoDBSourceOptions;
+import org.apache.flink.cdc.connectors.mongodb.source.config.MongoDBSourceOptions;
 import org.apache.flink.configuration.Configuration;
 import org.bson.Document;
 import org.junit.jupiter.api.BeforeAll;
diff --git a/paimon-flink/paimon-flink-cdc/src/test/java/org/apache/paimon/flink/action/cdc/mysql/MySqlCdcTypeMappingITCase.java b/paimon-flink/paimon-flink-cdc/src/test/java/org/apache/paimon/flink/action/cdc/mysql/MySqlCdcTypeMappingITCase.java
index 7105335f37d5..de48d7046861 100644
--- a/paimon-flink/paimon-flink-cdc/src/test/java/org/apache/paimon/flink/action/cdc/mysql/MySqlCdcTypeMappingITCase.java
+++ b/paimon-flink/paimon-flink-cdc/src/test/java/org/apache/paimon/flink/action/cdc/mysql/MySqlCdcTypeMappingITCase.java
@@ -24,7 +24,7 @@
 import org.apache.paimon.types.DataTypes;
 import org.apache.paimon.types.RowType;
 
-import com.ververica.cdc.debezium.utils.JdbcUrlUtils;
+import org.apache.flink.cdc.debezium.utils.JdbcUrlUtils;
 import org.junit.jupiter.api.BeforeAll;
 import org.junit.jupiter.api.Test;
 import org.junit.jupiter.api.Timeout;
diff --git a/paimon-flink/paimon-flink-cdc/src/test/java/org/apache/paimon/flink/action/cdc/mysql/MySqlContainer.java b/paimon-flink/paimon-flink-cdc/src/test/java/org/apache/paimon/flink/action/cdc/mysql/MySqlContainer.java
index a5e06d86def6..5d20dd8ca0c5 100644
--- a/paimon-flink/paimon-flink-cdc/src/test/java/org/apache/paimon/flink/action/cdc/mysql/MySqlContainer.java
+++ b/paimon-flink/paimon-flink-cdc/src/test/java/org/apache/paimon/flink/action/cdc/mysql/MySqlContainer.java
@@ -31,7 +31,7 @@
  * overriding mysql conf file, i.e. my.cnf.
  *
  * <p>Copied from <a
- * href="https://github.com/ververica/flink-cdc-connectors/blob/master/flink-connector-mysql-cdc/src/test/java/com/ververica/cdc/connectors/mysql/testutils/MySqlContainer.java">ververica
+ * href="https://github.com/apache/flink-cdc/blob/master/flink-cdc-connect/flink-cdc-source-connectors/flink-connector-mysql-cdc/src/test/java/org/apache/flink/cdc/connectors/mysql/testutils/MySqlContainer.java">flink-cdc
  * / flink-cdc-connectors</a>.
  */
 @SuppressWarnings("rawtypes")
diff --git a/paimon-flink/paimon-flink-cdc/src/test/java/org/apache/paimon/flink/action/cdc/mysql/MySqlVersion.java b/paimon-flink/paimon-flink-cdc/src/test/java/org/apache/paimon/flink/action/cdc/mysql/MySqlVersion.java
index 087f4867715c..201446246de6 100644
--- a/paimon-flink/paimon-flink-cdc/src/test/java/org/apache/paimon/flink/action/cdc/mysql/MySqlVersion.java
+++ b/paimon-flink/paimon-flink-cdc/src/test/java/org/apache/paimon/flink/action/cdc/mysql/MySqlVersion.java
@@ -22,7 +22,7 @@
  * MySql version enum.
  *
  * <p>Copied from <a
- * href="https://github.com/ververica/flink-cdc-connectors/blob/master/flink-connector-mysql-cdc/src/test/java/com/ververica/cdc/connectors/mysql/testutils/MySqlVersion.java">ververica
+ * href="https://github.com/apache/flink-cdc/blob/master/flink-cdc-connect/flink-cdc-source-connectors/flink-connector-mysql-cdc/src/test/java/org/apache/flink/cdc/connectors/mysql/testutils/MySqlVersion.java">flink-cdc
  * / flink-cdc-connectors</a>.
  */
 public enum MySqlVersion {
diff --git a/paimon-flink/paimon-flink-cdc/src/test/java/org/apache/paimon/flink/action/cdc/postgres/PostgresActionITCaseBase.java b/paimon-flink/paimon-flink-cdc/src/test/java/org/apache/paimon/flink/action/cdc/postgres/PostgresActionITCaseBase.java
index 17010ed9a92e..52e2fee0ab47 100644
--- a/paimon-flink/paimon-flink-cdc/src/test/java/org/apache/paimon/flink/action/cdc/postgres/PostgresActionITCaseBase.java
+++ b/paimon-flink/paimon-flink-cdc/src/test/java/org/apache/paimon/flink/action/cdc/postgres/PostgresActionITCaseBase.java
@@ -20,8 +20,8 @@
 
 import org.apache.paimon.flink.action.cdc.CdcActionITCaseBase;
 
-import com.ververica.cdc.connectors.postgres.source.PostgresConnectionPoolFactory;
-import com.ververica.cdc.connectors.postgres.source.config.PostgresSourceOptions;
+import org.apache.flink.cdc.connectors.postgres.source.PostgresConnectionPoolFactory;
+import org.apache.flink.cdc.connectors.postgres.source.config.PostgresSourceOptions;
 import org.junit.jupiter.api.AfterAll;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
diff --git a/paimon-flink/paimon-flink-cdc/src/test/java/org/apache/paimon/flink/action/cdc/postgres/PostgresSyncTableActionITCase.java b/paimon-flink/paimon-flink-cdc/src/test/java/org/apache/paimon/flink/action/cdc/postgres/PostgresSyncTableActionITCase.java
index b5b36888ebe0..10f14ca732d5 100644
--- a/paimon-flink/paimon-flink-cdc/src/test/java/org/apache/paimon/flink/action/cdc/postgres/PostgresSyncTableActionITCase.java
+++ b/paimon-flink/paimon-flink-cdc/src/test/java/org/apache/paimon/flink/action/cdc/postgres/PostgresSyncTableActionITCase.java
@@ -25,7 +25,7 @@
 import org.apache.paimon.types.RowType;
 import org.apache.paimon.utils.JsonSerdeUtil;
 
-import com.ververica.cdc.connectors.postgres.source.config.PostgresSourceOptions;
+import org.apache.flink.cdc.connectors.postgres.source.config.PostgresSourceOptions;
 import org.apache.flink.core.execution.JobClient;
 import org.junit.jupiter.api.BeforeAll;
 import org.junit.jupiter.api.Test;
diff --git a/paimon-flink/paimon-flink-cdc/src/test/java/org/apache/paimon/flink/kafka/KafkaLogTestUtils.java b/paimon-flink/paimon-flink-cdc/src/test/java/org/apache/paimon/flink/kafka/KafkaLogTestUtils.java
index a5077c44bbde..375cbb5c43a4 100644
--- a/paimon-flink/paimon-flink-cdc/src/test/java/org/apache/paimon/flink/kafka/KafkaLogTestUtils.java
+++ b/paimon-flink/paimon-flink-cdc/src/test/java/org/apache/paimon/flink/kafka/KafkaLogTestUtils.java
@@ -53,6 +53,7 @@
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
+import java.util.Optional;
 import java.util.UUID;
 import java.util.stream.Collectors;
 import java.util.stream.IntStream;
@@ -120,6 +121,11 @@ public DynamicTableSink.DataStructureConverter createDataStructureConverter(
                     return new SinkRuntimeProviderContext(isBounded())
                             .createDataStructureConverter(producedDataType);
                 }
+
+                @Override
+                public Optional<int[][]> getTargetColumns() {
+                    return Optional.empty();
+                }
             };
 
     public static KafkaLogStoreFactory discoverKafkaLogFactory() {
diff --git a/pom.xml b/pom.xml
index d7d9c5430c0f..f8d79940a009 100644
--- a/pom.xml
+++ b/pom.xml
@@ -104,6 +104,7 @@ under the License.
         <test.flink.version>1.20.0</test.flink.version>
         <!-- TODO upgrade after connector releases x-1.19 version -->
         <test.flink.connector.kafka.version>3.0.1-1.18</test.flink.connector.kafka.version>
+        <test.mysql.connector.java.version>8.0.27</test.mysql.connector.java.version>
 
         <zstd-jni.version>1.5.5-11</zstd-jni.version>
         <janino.version>3.0.11</janino.version>