diff --git a/dolphinscheduler-server/src/main/java/org/apache/dolphinscheduler/server/worker/task/sqoop/generator/CommonGenerator.java b/dolphinscheduler-server/src/main/java/org/apache/dolphinscheduler/server/worker/task/sqoop/generator/CommonGenerator.java
index e3e7c9a3ae..6986798b24 100644
--- a/dolphinscheduler-server/src/main/java/org/apache/dolphinscheduler/server/worker/task/sqoop/generator/CommonGenerator.java
+++ b/dolphinscheduler-server/src/main/java/org/apache/dolphinscheduler/server/worker/task/sqoop/generator/CommonGenerator.java
@@ -53,13 +53,14 @@ public class CommonGenerator {
             //hadoop custom param
             List<Property> hadoopCustomParams = sqoopParameters.getHadoopCustomParams();
             if (CollectionUtils.isNotEmpty(hadoopCustomParams)) {
+                StringBuilder hadoopCustomParamStr = new StringBuilder();
                 for (Property hadoopCustomParam : hadoopCustomParams) {
-                    String hadoopCustomParamStr = String.format("%s%s%s", hadoopCustomParam.getProp(),
-                        Constants.EQUAL_SIGN, hadoopCustomParam.getValue());
-
-                    commonSb.append(Constants.SPACE).append(Constants.D)
-                        .append(Constants.SPACE).append(hadoopCustomParamStr);
+                    hadoopCustomParamStr.append(Constants.D)
+                            .append(Constants.SPACE).append(hadoopCustomParam.getProp())
+                            .append(Constants.EQUAL_SIGN).append(hadoopCustomParam.getValue())
+                            .append(Constants.SPACE);
                 }
+                commonSb.append(Constants.SPACE).append(hadoopCustomParamStr.substring(0, hadoopCustomParamStr.length() - 1));
             }
 
             //sqoop custom params
diff --git a/dolphinscheduler-server/src/main/java/org/apache/dolphinscheduler/server/worker/task/sqoop/generator/sources/MysqlSourceGenerator.java b/dolphinscheduler-server/src/main/java/org/apache/dolphinscheduler/server/worker/task/sqoop/generator/sources/MysqlSourceGenerator.java
index 58e508ac6f..f0b24a96c3 100644
--- a/dolphinscheduler-server/src/main/java/org/apache/dolphinscheduler/server/worker/task/sqoop/generator/sources/MysqlSourceGenerator.java
+++ b/dolphinscheduler-server/src/main/java/org/apache/dolphinscheduler/server/worker/task/sqoop/generator/sources/MysqlSourceGenerator.java
@@ -97,7 +97,10 @@ public class MysqlSourceGenerator implements ISourceGenerator {
                     if (null != mapColumnHive && !mapColumnHive.isEmpty()) {
                         StringBuilder columnMap = new StringBuilder();
                         for (Property item : mapColumnHive) {
-                            columnMap.append(item.getProp()).append(Constants.EQUAL_SIGN).append(item.getValue()).append(Constants.COMMA);
+                            if (!item.getProp().isEmpty()) {
+                                columnMap.append(item.getProp()).append(Constants.EQUAL_SIGN)
+                                        .append(item.getValue()).append(Constants.COMMA);
+                            }
                         }
 
                         if (StringUtils.isNotEmpty(columnMap.toString())) {
@@ -110,14 +113,17 @@ public class MysqlSourceGenerator implements ISourceGenerator {
                     List<Property> mapColumnJava = sourceMysqlParameter.getMapColumnJava();
 
                     if (null != mapColumnJava && !mapColumnJava.isEmpty()) {
-                        StringBuilder columnMap = new StringBuilder();
+                        StringBuilder columnJavaMap = new StringBuilder();
                         for (Property item : mapColumnJava) {
-                            columnMap.append(item.getProp()).append(Constants.EQUAL_SIGN).append(item.getValue()).append(Constants.COMMA);
+                            if (!item.getProp().isEmpty()) {
+                                columnJavaMap.append(item.getProp()).append(Constants.EQUAL_SIGN)
+                                        .append(item.getValue()).append(Constants.COMMA);
+                            }
                         }
 
-                        if (StringUtils.isNotEmpty(columnMap.toString())) {
+                        if (StringUtils.isNotEmpty(columnJavaMap.toString())) {
                             mysqlSourceSb.append(Constants.SPACE).append(SqoopConstants.MAP_COLUMN_JAVA)
-                                .append(Constants.SPACE).append(columnMap.substring(0, columnMap.length() - 1));
+                                .append(Constants.SPACE).append(columnJavaMap.substring(0, columnJavaMap.length() - 1));
                         }
                     }
                 }
diff --git a/dolphinscheduler-server/src/test/java/org/apache/dolphinscheduler/server/worker/task/sqoop/SqoopTaskTest.java b/dolphinscheduler-server/src/test/java/org/apache/dolphinscheduler/server/worker/task/sqoop/SqoopTaskTest.java
index adc4bfd493..a68360bc40 100644
--- a/dolphinscheduler-server/src/test/java/org/apache/dolphinscheduler/server/worker/task/sqoop/SqoopTaskTest.java
+++ b/dolphinscheduler-server/src/test/java/org/apache/dolphinscheduler/server/worker/task/sqoop/SqoopTaskTest.java
@@ -134,16 +134,21 @@ public class SqoopTaskTest {
         //import mysql to hive
         String mysqlToHive =
             "{\"jobName\":\"sqoop_import\",\"jobType\":\"TEMPLATE\",\"concurrency\":1,\"modelType\":\"import\",\"sourceType\":\"MYSQL\",\"targetType\":\"HIVE\","
+                + "\"hadoopCustomParams\":[{\"prop\":\"mapreduce.map.memory.mb\",\"direct\":\"IN\",\"type\":\"VARCHAR\",\"value\":\"2048\"},{\"prop\":\"mapreduce.reduce.memory.mb\",\"direct\":\"IN\",\"type\":\"VARCHAR\",\"value\":\"2048\"}],"
+                + "\"sqoopAdvancedParams\":[{\"prop\":\"--delete-target-dir\",\"direct\":\"IN\",\"type\":\"VARCHAR\",\"value\":\"\"},{\"prop\":\"--direct\",\"direct\":\"IN\",\"type\":\"VARCHAR\",\"value\":\"\"}],"
                 + "\"sourceParams\":\"{\\\"srcDatasource\\\":2,\\\"srcTable\\\":\\\"person_2\\\",\\\"srcQueryType\\\":\\\"1\\\","
                 + "\\\"srcQuerySql\\\":\\\"SELECT * FROM person_2\\\",\\\"srcColumnType\\\":\\\"0\\\",\\\"srcColumns\\\":\\\"\\\",\\\"srcConditionList\\\":[],"
-                + "\\\"mapColumnHive\\\":[],\\\"mapColumnJava\\\":[{\\\"prop\\\":\\\"id\\\",\\\"direct\\\":\\\"IN\\\",\\\"type\\\":\\\"VARCHAR\\\",\\\"value\\\":\\\"Integer\\\"}]}\","
+                + "\\\"mapColumnHive\\\":[{\\\"prop\\\":\\\"create_time\\\",\\\"direct\\\":\\\"IN\\\",\\\"type\\\":\\\"VARCHAR\\\",\\\"value\\\":\\\"string\\\"},{\\\"prop\\\":\\\"update_time\\\",\\\"direct\\\":\\\"IN\\\",\\\"type\\\":\\\"VARCHAR\\\",\\\"value\\\":\\\"string\\\"}],"
+                + "\\\"mapColumnJava\\\":[{\\\"prop\\\":\\\"create_time\\\",\\\"direct\\\":\\\"IN\\\",\\\"type\\\":\\\"VARCHAR\\\",\\\"value\\\":\\\"java.sql.Date\\\"},{\\\"prop\\\":\\\"update_time\\\",\\\"direct\\\":\\\"IN\\\",\\\"type\\\":\\\"VARCHAR\\\",\\\"value\\\":\\\"java.sql.Date\\\"}]}\","
                 + "\"targetParams\":\"{\\\"hiveDatabase\\\":\\\"stg\\\",\\\"hiveTable\\\":\\\"person_internal_2\\\",\\\"createHiveTable\\\":true,\\\"dropDelimiter\\\":false,"
                 + "\\\"hiveOverWrite\\\":true,\\\"hiveTargetDir\\\":\\\"/tmp/sqoop_import_hive\\\",\\\"replaceDelimiter\\\":\\\"\\\",\\\"hivePartitionKey\\\":\\\"date\\\",\\\"hivePartitionValue\\\":\\\"2020-02-16\\\"}\",\"localParams\":[]}";
         SqoopParameters mysqlToHiveParams = JSONUtils.parseObject(mysqlToHive, SqoopParameters.class);
         String mysqlToHiveScript = generator.generateSqoopJob(mysqlToHiveParams, mysqlTaskExecutionContext);
         String mysqlToHiveExpected =
-            "sqoop import -D mapred.job.name=sqoop_import -m 1 --connect \"jdbc:mysql://192.168.0.111:3306/test\" --username kylo --password \"123456\" "
-                + "--query \"SELECT * FROM person_2 WHERE \\$CONDITIONS\" --map-column-java id=Integer --hive-import --hive-database stg --hive-table person_internal_2 "
+            "sqoop import -D mapred.job.name=sqoop_import -D mapreduce.map.memory.mb=2048 -D mapreduce.reduce.memory.mb=2048 --delete-target-dir  --direct  -m 1 "
+                + "--connect \"jdbc:mysql://192.168.0.111:3306/test\" --username kylo --password \"123456\" "
+                + "--query \"SELECT * FROM person_2 WHERE \\$CONDITIONS\" --map-column-hive create_time=string,update_time=string --map-column-java create_time=java.sql.Date,update_time=java.sql.Date "
+                + "--hive-import --hive-database stg --hive-table person_internal_2 "
                 + "--create-hive-table --hive-overwrite --delete-target-dir --target-dir /tmp/sqoop_import_hive --hive-partition-key date --hive-partition-value 2020-02-16";
         Assert.assertEquals(mysqlToHiveExpected, mysqlToHiveScript);