diff --git a/flink-connector-mysql-cdc/src/test/java/com/ververica/cdc/connectors/mysql/MySqlSourceTest.java b/flink-connector-mysql-cdc/src/test/java/com/ververica/cdc/connectors/mysql/MySqlSourceTest.java
index d14607b1b..bdf91b1e1 100644
--- a/flink-connector-mysql-cdc/src/test/java/com/ververica/cdc/connectors/mysql/MySqlSourceTest.java
+++ b/flink-connector-mysql-cdc/src/test/java/com/ververica/cdc/connectors/mysql/MySqlSourceTest.java
@@ -44,6 +44,7 @@ import org.junit.Test;
 import org.junit.runner.RunWith;
 import org.junit.runners.Parameterized;
 
+import java.io.IOException;
 import java.nio.charset.StandardCharsets;
 import java.sql.Connection;
 import java.sql.Statement;
@@ -79,17 +80,18 @@ public class MySqlSourceTest extends MySqlTestBase {
     private final UniqueDatabase database =
             new UniqueDatabase(MYSQL_CONTAINER, "inventory", "mysqluser", "mysqlpw");
 
-    private final boolean useLegacyImplementation;
+    @Override
+    public String getTempFilePath(String fileName) throws IOException {
+        return super.getTempFilePath(fileName);
+    }
+
+    @Parameterized.Parameter public boolean useLegacyImplementation;
 
     @Parameterized.Parameters(name = "UseLegacyImplementation: {0}")
     public static Collection<Boolean> parameters() {
         return Arrays.asList(false, true);
     }
 
-    public MySqlSourceTest(boolean useLegacyImplementation) {
-        this.useLegacyImplementation = useLegacyImplementation;
-    }
-
     @Before
     public void before() {
         database.createAndInitialize();
diff --git a/flink-connector-mysql-cdc/src/test/java/com/ververica/cdc/connectors/mysql/MySqlValidatorTest.java b/flink-connector-mysql-cdc/src/test/java/com/ververica/cdc/connectors/mysql/MySqlValidatorTest.java
index d59dbe642..e3c83b6b0 100644
--- a/flink-connector-mysql-cdc/src/test/java/com/ververica/cdc/connectors/mysql/MySqlValidatorTest.java
+++ b/flink-connector-mysql-cdc/src/test/java/com/ververica/cdc/connectors/mysql/MySqlValidatorTest.java
@@ -43,7 +43,9 @@ import java.nio.file.Files;
 import java.nio.file.Path;
 import java.nio.file.Paths;
 import java.nio.file.StandardOpenOption;
+import java.util.Arrays;
 import java.util.Collections;
+import java.util.List;
 import java.util.Objects;
 import java.util.UUID;
 import java.util.stream.Stream;
@@ -62,15 +64,12 @@ public class MySqlValidatorTest {
 
     private static TemporaryFolder tempFolder;
     private static File resourceFolder;
-    final boolean runIncrementalSnapshot;
 
-    @Parameterized.Parameters(name = "runIncrementalSnapshot = {0}")
-    public static Object[] parameters() {
-        return new Object[] {true, false};
-    }
+    @Parameterized.Parameter public boolean runIncrementalSnapshot;
 
-    public MySqlValidatorTest(boolean runIncrementalSnapshot) {
-        this.runIncrementalSnapshot = runIncrementalSnapshot;
+    @Parameterized.Parameters(name = "runIncrementalSnapshot = {0}")
+    public static List<Boolean> parameters() {
+        return Arrays.asList(true, false);
     }
 
     @BeforeClass
diff --git a/flink-connector-mysql-cdc/src/test/java/com/ververica/cdc/connectors/mysql/debezium/reader/BinlogSplitReaderTest.java b/flink-connector-mysql-cdc/src/test/java/com/ververica/cdc/connectors/mysql/debezium/reader/BinlogSplitReaderTest.java
index 16686c411..0655cf175 100644
--- a/flink-connector-mysql-cdc/src/test/java/com/ververica/cdc/connectors/mysql/debezium/reader/BinlogSplitReaderTest.java
+++ b/flink-connector-mysql-cdc/src/test/java/com/ververica/cdc/connectors/mysql/debezium/reader/BinlogSplitReaderTest.java
@@ -94,9 +94,7 @@ public class BinlogSplitReaderTest extends MySqlTestBase {
                         DataTypes.FIELD("name", DataTypes.STRING()),
                         DataTypes.FIELD("address", DataTypes.STRING()),
                         DataTypes.FIELD("phone_number", DataTypes.STRING()));
-        final RowType pkType =
-                (RowType) DataTypes.ROW(DataTypes.FIELD("id", DataTypes.BIGINT())).getLogicalType();
-        List<MySqlSnapshotSplit> splits = getMySqlSplits(configuration, pkType);
+        List<MySqlSnapshotSplit> splits = getMySqlSplits(configuration);
         String[] expected =
                 new String[] {
                     "+I[101, user_1, Shanghai, 123567891234]",
@@ -115,6 +113,8 @@ public class BinlogSplitReaderTest extends MySqlTestBase {
                     "+I[121, user_8, Shanghai, 123567891234]",
                     "+I[123, user_9, Shanghai, 123567891234]"
                 };
+        final RowType pkType =
+                (RowType) DataTypes.ROW(DataTypes.FIELD("id", DataTypes.BIGINT())).getLogicalType();
         List<String> actual =
                 readBinlogSplits(
                         splits,
@@ -139,9 +139,7 @@ public class BinlogSplitReaderTest extends MySqlTestBase {
                         DataTypes.FIELD("name", DataTypes.STRING()),
                         DataTypes.FIELD("address", DataTypes.STRING()),
                         DataTypes.FIELD("phone_number", DataTypes.STRING()));
-        final RowType pkType =
-                (RowType) DataTypes.ROW(DataTypes.FIELD("id", DataTypes.BIGINT())).getLogicalType();
-        List<MySqlSnapshotSplit> splits = getMySqlSplits(configuration, pkType);
+        List<MySqlSnapshotSplit> splits = getMySqlSplits(configuration);
 
         String[] expected =
                 new String[] {
@@ -178,6 +176,8 @@ public class BinlogSplitReaderTest extends MySqlTestBase {
                     "+I[2002, user_23, Shanghai, 123567891234]",
                     "+I[2003, user_24, Shanghai, 123567891234]"
                 };
+        final RowType pkType =
+                (RowType) DataTypes.ROW(DataTypes.FIELD("id", DataTypes.BIGINT())).getLogicalType();
         List<String> actual =
                 readBinlogSplits(
                         splits,
@@ -202,13 +202,7 @@ public class BinlogSplitReaderTest extends MySqlTestBase {
                         DataTypes.FIELD("level", DataTypes.STRING()),
                         DataTypes.FIELD("name", DataTypes.STRING()),
                         DataTypes.FIELD("note", DataTypes.STRING()));
-        final RowType pkType =
-                (RowType)
-                        DataTypes.ROW(
-                                        DataTypes.FIELD("card_no", DataTypes.BIGINT()),
-                                        DataTypes.FIELD("level", DataTypes.STRING()))
-                                .getLogicalType();
-        List<MySqlSnapshotSplit> splits = getMySqlSplits(configuration, pkType);
+        List<MySqlSnapshotSplit> splits = getMySqlSplits(configuration);
 
         String[] expected =
                 new String[] {
@@ -218,6 +212,12 @@ public class BinlogSplitReaderTest extends MySqlTestBase {
                     "+I[20002, LEVEL_3, user_3, user with level 3]"
                 };
 
+        final RowType pkType =
+                (RowType)
+                        DataTypes.ROW(
+                                        DataTypes.FIELD("card_no", DataTypes.BIGINT()),
+                                        DataTypes.FIELD("level", DataTypes.STRING()))
+                                .getLogicalType();
         List<String> actual =
                 readBinlogSplits(
                         splits,
@@ -249,7 +249,7 @@ public class BinlogSplitReaderTest extends MySqlTestBase {
                                         DataTypes.FIELD("card_no", DataTypes.BIGINT()),
                                         DataTypes.FIELD("level", DataTypes.STRING()))
                                 .getLogicalType();
-        List<MySqlSnapshotSplit> splits = getMySqlSplits(configuration, pkType);
+        List<MySqlSnapshotSplit> splits = getMySqlSplits(configuration);
         String[] expected =
                 new String[] {
                     "+I[20000, LEVEL_1, user_1, user with level 1]",
@@ -323,13 +323,12 @@ public class BinlogSplitReaderTest extends MySqlTestBase {
                     "+I[2003, user_24, Shanghai, 123567891234]"
                 };
         List<String> actual =
-                readBinlogSplitsFromLatestOffset(dataType, pkType, configuration, expected.length);
+                readBinlogSplitsFromLatestOffset(dataType, configuration, expected.length);
         assertEquals(Arrays.stream(expected).sorted().collect(Collectors.toList()), actual);
     }
 
     private List<String> readBinlogSplitsFromLatestOffset(
-            DataType dataType, RowType pkType, Configuration configuration, int expectedSize)
-            throws Exception {
+            DataType dataType, Configuration configuration, int expectedSize) throws Exception {
         final StatefulTaskContext statefulTaskContext =
                 new StatefulTaskContext(configuration, binaryLogClient, mySqlConnection);
 
@@ -586,7 +585,7 @@ public class BinlogSplitReaderTest extends MySqlTestBase {
                 .collect(Collectors.toList());
     }
 
-    private List<MySqlSnapshotSplit> getMySqlSplits(Configuration configuration, RowType pkType) {
+    private List<MySqlSnapshotSplit> getMySqlSplits(Configuration configuration) {
         final MySqlSnapshotSplitAssigner assigner =
                 new MySqlSnapshotSplitAssigner(configuration, currentParallelism);
         assigner.open();
diff --git a/flink-connector-mysql-cdc/src/test/java/com/ververica/cdc/connectors/mysql/debezium/reader/SnapshotSplitReaderTest.java b/flink-connector-mysql-cdc/src/test/java/com/ververica/cdc/connectors/mysql/debezium/reader/SnapshotSplitReaderTest.java
index 14cdacc34..a747119c9 100644
--- a/flink-connector-mysql-cdc/src/test/java/com/ververica/cdc/connectors/mysql/debezium/reader/SnapshotSplitReaderTest.java
+++ b/flink-connector-mysql-cdc/src/test/java/com/ververica/cdc/connectors/mysql/debezium/reader/SnapshotSplitReaderTest.java
@@ -84,9 +84,7 @@ public class SnapshotSplitReaderTest extends MySqlTestBase {
                         DataTypes.FIELD("name", DataTypes.STRING()),
                         DataTypes.FIELD("address", DataTypes.STRING()),
                         DataTypes.FIELD("phone_number", DataTypes.STRING()));
-        final RowType pkType =
-                (RowType) DataTypes.ROW(DataTypes.FIELD("id", DataTypes.BIGINT())).getLogicalType();
-        List<MySqlSplit> mySqlSplits = getMySqlSplits(configuration, pkType);
+        List<MySqlSplit> mySqlSplits = getMySqlSplits(configuration);
 
         String[] expected =
                 new String[] {
@@ -113,9 +111,7 @@ public class SnapshotSplitReaderTest extends MySqlTestBase {
                         DataTypes.FIELD("name", DataTypes.STRING()),
                         DataTypes.FIELD("address", DataTypes.STRING()),
                         DataTypes.FIELD("phone_number", DataTypes.STRING()));
-        final RowType pkType =
-                (RowType) DataTypes.ROW(DataTypes.FIELD("id", DataTypes.BIGINT())).getLogicalType();
-        List<MySqlSplit> mySqlSplits = getMySqlSplits(configuration, pkType);
+        List<MySqlSplit> mySqlSplits = getMySqlSplits(configuration);
 
         String[] expected =
                 new String[] {
@@ -155,13 +151,7 @@ public class SnapshotSplitReaderTest extends MySqlTestBase {
                         DataTypes.FIELD("level", DataTypes.STRING()),
                         DataTypes.FIELD("name", DataTypes.STRING()),
                         DataTypes.FIELD("note", DataTypes.STRING()));
-        final RowType pkType =
-                (RowType)
-                        DataTypes.ROW(
-                                        DataTypes.FIELD("card_no", DataTypes.BIGINT()),
-                                        DataTypes.FIELD("level", DataTypes.STRING()))
-                                .getLogicalType();
-        List<MySqlSplit> mySqlSplits = getMySqlSplits(configuration, pkType);
+        List<MySqlSplit> mySqlSplits = getMySqlSplits(configuration);
         String[] expected = new String[] {"+I[20001, LEVEL_1, user_1, user with level 1]"};
         List<String> actual =
                 readTableSnapshotSplits(mySqlSplits, configuration, mySqlSplits.size(), dataType);
@@ -178,13 +168,7 @@ public class SnapshotSplitReaderTest extends MySqlTestBase {
                         DataTypes.FIELD("level", DataTypes.STRING()),
                         DataTypes.FIELD("name", DataTypes.STRING()),
                         DataTypes.FIELD("note", DataTypes.STRING()));
-        RowType pkType =
-                (RowType)
-                        DataTypes.ROW(
-                                        DataTypes.FIELD("card_no", DataTypes.BIGINT()),
-                                        DataTypes.FIELD("level", DataTypes.STRING()))
-                                .getLogicalType();
-        List<MySqlSplit> mySqlSplits = getMySqlSplits(configuration, pkType);
+        List<MySqlSplit> mySqlSplits = getMySqlSplits(configuration);
 
         String[] expected =
                 new String[] {
@@ -277,7 +261,7 @@ public class SnapshotSplitReaderTest extends MySqlTestBase {
                 .collect(Collectors.toList());
     }
 
-    private List<MySqlSplit> getMySqlSplits(Configuration configuration, RowType pkType) {
+    private List<MySqlSplit> getMySqlSplits(Configuration configuration) {
         final MySqlSnapshotSplitAssigner assigner =
                 new MySqlSnapshotSplitAssigner(configuration, currentParallelism);
         assigner.open();
diff --git a/flink-connector-mysql-cdc/src/test/java/com/ververica/cdc/connectors/mysql/table/MysqlTimezoneITCase.java b/flink-connector-mysql-cdc/src/test/java/com/ververica/cdc/connectors/mysql/table/MysqlTimezoneITCase.java
index fdf7b524a..6ed60703a 100644
--- a/flink-connector-mysql-cdc/src/test/java/com/ververica/cdc/connectors/mysql/table/MysqlTimezoneITCase.java
+++ b/flink-connector-mysql-cdc/src/test/java/com/ververica/cdc/connectors/mysql/table/MysqlTimezoneITCase.java
@@ -47,6 +47,7 @@ import java.nio.file.StandardOpenOption;
 import java.sql.Connection;
 import java.sql.Statement;
 import java.util.ArrayList;
+import java.util.Arrays;
 import java.util.Collections;
 import java.util.Iterator;
 import java.util.List;
@@ -72,18 +73,11 @@ public class MysqlTimezoneITCase {
                     env,
                     EnvironmentSettings.newInstance().useBlinkPlanner().inStreamingMode().build());
 
-    private final boolean incrementalSnapshot;
+    @Parameterized.Parameter public Boolean incrementalSnapshot;
 
     @Parameterized.Parameters(name = "incrementalSnapshot: {0}")
-    public static Object[] parameters() {
-        return new Object[][] {new Object[] {true}
-            //            ,
-            //            new Object[] {false}
-        };
-    }
-
-    public MysqlTimezoneITCase(boolean incrementalSnapshot) {
-        this.incrementalSnapshot = incrementalSnapshot;
+    public static List<Boolean> parameters() {
+        return Arrays.asList(true, false);
     }
 
     @Before