diff --git a/seatunnel-connectors-v2/connector-cdc/connector-cdc-base/src/main/java/org/apache/seatunnel/connectors/cdc/base/dialect/JdbcDataSourceDialect.java b/seatunnel-connectors-v2/connector-cdc/connector-cdc-base/src/main/java/org/apache/seatunnel/connectors/cdc/base/dialect/JdbcDataSourceDialect.java
index 923a8c0b76e..05e9a89c04c 100644
--- a/seatunnel-connectors-v2/connector-cdc/connector-cdc-base/src/main/java/org/apache/seatunnel/connectors/cdc/base/dialect/JdbcDataSourceDialect.java
+++ b/seatunnel-connectors-v2/connector-cdc/connector-cdc-base/src/main/java/org/apache/seatunnel/connectors/cdc/base/dialect/JdbcDataSourceDialect.java
@@ -26,7 +26,6 @@
 import org.apache.seatunnel.connectors.cdc.base.source.split.SourceSplitBase;
 
 import org.apache.commons.collections4.CollectionUtils;
-import org.apache.commons.lang3.StringUtils;
 import org.apache.commons.lang3.tuple.Pair;
 
 import io.debezium.jdbc.JdbcConnection;
@@ -120,26 +119,6 @@ default List<ConstraintKey> getUniqueKeys(JdbcConnection jdbcConnection, TableId
                 .collect(Collectors.toList());
     }
 
-    default boolean isUniqueKey(JdbcConnection jdbcConnection, TableId tableId, String columnName)
-            throws SQLException {
-        boolean isUnique = false;
-        if (StringUtils.isNotEmpty(columnName)) {
-            DatabaseMetaData metaData = jdbcConnection.connection().getMetaData();
-            ResultSet resultSet =
-                    metaData.getIndexInfo(
-                            tableId.catalog(), tableId.schema(), tableId.table(), false, false);
-
-            while (resultSet.next()) {
-                if (columnName.equalsIgnoreCase(resultSet.getString("COLUMN_NAME"))
-                        && !resultSet.getBoolean("NON_UNIQUE")) {
-                    isUnique = true;
-                    break;
-                }
-            }
-        }
-        return isUnique;
-    }
-
     default List<ConstraintKey> getConstraintKeys(JdbcConnection jdbcConnection, TableId tableId)
             throws SQLException {
         DatabaseMetaData metaData = jdbcConnection.connection().getMetaData();
diff --git a/seatunnel-connectors-v2/connector-cdc/connector-cdc-base/src/main/java/org/apache/seatunnel/connectors/cdc/base/source/enumerator/splitter/AbstractJdbcSourceChunkSplitter.java b/seatunnel-connectors-v2/connector-cdc/connector-cdc-base/src/main/java/org/apache/seatunnel/connectors/cdc/base/source/enumerator/splitter/AbstractJdbcSourceChunkSplitter.java
index b16ecf1d3f5..32b78df6b65 100644
--- a/seatunnel-connectors-v2/connector-cdc/connector-cdc-base/src/main/java/org/apache/seatunnel/connectors/cdc/base/source/enumerator/splitter/AbstractJdbcSourceChunkSplitter.java
+++ b/seatunnel-connectors-v2/connector-cdc/connector-cdc-base/src/main/java/org/apache/seatunnel/connectors/cdc/base/source/enumerator/splitter/AbstractJdbcSourceChunkSplitter.java
@@ -391,27 +391,27 @@ protected Column getSplitColumn(
         try {
             splitColumnsConfig = sourceConfig.getSplitColumn();
         } catch (Exception e) {
-            log.error("Config snapshot.split.column get exception in {}:{}", tableId, e);
+            log.error("Config snapshotSplitColumn get exception in {}:{}", tableId, e);
         }
         String tableSc =
                 splitColumnsConfig.getOrDefault(tableId.catalog() + "." + tableId.table(), null);
 
         if (StringUtils.isNotEmpty(tableSc)) {
-            boolean isUniqueKey = dialect.isUniqueKey(jdbc, tableId, tableSc);
+            boolean isUniqueKey = dialect.getUniqueKeys(jdbc, tableId).contains(tableSc);
             if (isUniqueKey) {
                 Column column = table.columnWithName(tableSc);
                 if (isEvenlySplitColumn(column)) {
                     return column;
                 } else {
                     log.warn(
-                            "Config snapshot.split.column type in {} is not TINYINT、SMALLINT、INT、BIGINT、DECIMAL、STRING",
+                            "Config snapshotSplitColumn type in {} is not TINYINT、SMALLINT、INT、BIGINT、DECIMAL、STRING",
                             tableId);
                 }
             } else {
-                log.warn("Config snapshot.split.column not unique key for table {}", tableId);
+                log.warn("Config snapshotSplitColumn not unique key for table {}", tableId);
             }
         } else {
-            log.info("Config snapshot.split.column not exists for table {}", tableId);
+            log.info("Config snapshotSplitColumn not exists for table {}", tableId);
         }
 
         Optional<PrimaryKey> primaryKey = dialect.getPrimaryKey(jdbc, tableId);