[FIX-4034][server] fix sqoop import fail (#4036)

* fix #4043, sqoop import query fail

* fix #4043, sqoop task hard code & code style

* add license for SqoopConstants

* add private constructor for SqoopConstants

* fixed sqoop mysql pwd have special character

* fix checkstyle

* fix sqoop task log

* remove unused constants

dolphinscheduler-common/src/main/java/org/apache/dolphinscheduler/common/Constants.java

@@ -215,6 +215,11 @@ public final class Constants {
      */
     public static final String COLON = ":";
 
+    /**
+     * SPACE " "
+     */
+    public static final String SPACE = " ";
+
     /**
      * SINGLE_SLASH /
      */
@@ -225,6 +230,15 @@ public final class Constants {
      */
     public static final String DOUBLE_SLASH = "//";
 
+    /**
+     * SINGLE_QUOTES "'"
+     */
+    public static final String SINGLE_QUOTES = "'";
+    /**
+     * DOUBLE_QUOTES "\""
+     */
+    public static final String DOUBLE_QUOTES = "\"";
+
     /**
      * SEMICOLON ;
      */

dolphinscheduler-common/src/main/java/org/apache/dolphinscheduler/common/enums/SqoopQueryType.java

@@ -14,20 +14,28 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
+
 package org.apache.dolphinscheduler.common.enums;
 
-public enum QueryType {
+public enum SqoopQueryType {
+
+    FORM(0, "SQOOP_QUERY_FORM"),
+    SQL(1, "SQOOP_QUERY_SQL");
+
+    private final Integer code;
+
+    private final String desc;
 
-    FORM,
-    SQL;
+    SqoopQueryType(Integer code, String desc) {
+        this.code = code;
+        this.desc = desc;
+    }
+
+    public Integer getCode() {
+        return code;
+    }
 
-    public static QueryType getEnum(int value){
-        for (QueryType e:QueryType.values()) {
-            if(e.ordinal() == value) {
-                return e;
-            }
-        }
-        //For values out of enum scope
-        return null;
+    public String getDesc() {
+        return desc;
     }
 }

dolphinscheduler-server/src/main/java/org/apache/dolphinscheduler/server/worker/task/sqoop/SqoopConstants.java

@@ -0,0 +1,74 @@
+/*
+ * 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.
+ */
+
+package org.apache.dolphinscheduler.server.worker.task.sqoop;
+
+public final class SqoopConstants {
+
+    private SqoopConstants() {
+    }
+
+    //sqoop general param
+    public static final String SQOOP = "sqoop";
+    public static final String SQOOP_MR_JOB_NAME = "mapred.job.name";
+    public static final String SQOOP_PARALLELISM = "-m";
+    public static final String FIELDS_TERMINATED_BY = "--fields-terminated-by";
+    public static final String LINES_TERMINATED_BY = "--lines-terminated-by";
+    public static final String FIELD_NULL_PLACEHOLDER = "--null-non-string 'NULL' --null-string 'NULL'";
+
+    //sqoop db
+    public static final String DB_CONNECT = "--connect";
+    public static final String DB_USERNAME = "--username";
+    public static final String DB_PWD = "--password";
+    public static final String TABLE = "--table";
+    public static final String COLUMNS = "--columns";
+    public static final String QUERY_WHERE = "where";
+    public static final String QUERY = "--query";
+    public static final String QUERY_CONDITION = "AND \\$CONDITIONS";
+    public static final String QUERY_WITHOUT_CONDITION = "WHERE \\$CONDITIONS";
+    public static final String MAP_COLUMN_HIVE = "--map-column-hive";
+    public static final String MAP_COLUMN_JAVA = "--map-column-java";
+
+
+    //sqoop hive source
+    public static final String HCATALOG_DATABASE = "--hcatalog-database";
+    public static final String HCATALOG_TABLE = "--hcatalog-table";
+    public static final String HCATALOG_PARTITION_KEYS = "--hcatalog-partition-keys";
+    public static final String HCATALOG_PARTITION_VALUES = "--hcatalog-partition-values";
+
+    //sqoop hdfs
+    public static final String HDFS_EXPORT_DIR = "--export-dir";
+    public static final String TARGET_DIR = "--target-dir";
+    public static final String COMPRESSION_CODEC = "--compression-codec";
+
+    //sqoop hive
+    public static final String HIVE_IMPORT = "--hive-import";
+    public static final String HIVE_TABLE = "--hive-table";
+    public static final String CREATE_HIVE_TABLE = "--create-hive-table";
+    public static final String HIVE_DROP_IMPORT_DELIMS = "--hive-drop-import-delims";
+    public static final String HIVE_OVERWRITE = "--hive-overwrite";
+    public static final String DELETE_TARGET_DIR = "--delete-target-dir";
+    public static final String HIVE_DELIMS_REPLACEMENT = "--hive-delims-replacement";
+    public static final String HIVE_PARTITION_KEY = "--hive-partition-key";
+    public static final String HIVE_PARTITION_VALUE = "--hive-partition-value";
+
+    //sqoop update model
+    public static final String UPDATE_KEY = "--update-key";
+    public static final String UPDATE_MODE = "--update-mode";
+
+
+}

dolphinscheduler-server/src/main/java/org/apache/dolphinscheduler/server/worker/task/sqoop/SqoopTask.java

@@ -14,6 +14,7 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
+
 package org.apache.dolphinscheduler.server.worker.task.sqoop;
 
 import com.alibaba.fastjson.JSON;
@@ -21,56 +22,66 @@ import org.apache.dolphinscheduler.common.enums.CommandType;
 import org.apache.dolphinscheduler.common.process.Property;
 import org.apache.dolphinscheduler.common.task.AbstractParameters;
 import org.apache.dolphinscheduler.common.task.sqoop.SqoopParameters;
+import org.apache.dolphinscheduler.common.utils.JSONUtils;
 import org.apache.dolphinscheduler.common.utils.ParameterUtils;
 import org.apache.dolphinscheduler.server.entity.TaskExecutionContext;
 import org.apache.dolphinscheduler.server.utils.ParamUtils;
 import org.apache.dolphinscheduler.server.worker.task.AbstractYarnTask;
 import org.apache.dolphinscheduler.server.worker.task.sqoop.generator.SqoopJobGenerator;
-import org.slf4j.Logger;
+
 import java.util.Map;
 
+import org.slf4j.Logger;
+
 /**
  * sqoop task extends the shell task
  */
 public class SqoopTask extends AbstractYarnTask {
 
+    /**
+     * sqoop task params
+     */
     private SqoopParameters sqoopParameters;
 
     /**
      * taskExecutionContext
      */
-    private TaskExecutionContext taskExecutionContext;
+    private final TaskExecutionContext sqoopTaskExecutionContext;
 
-    public SqoopTask(TaskExecutionContext taskExecutionContext, Logger logger){
-        super(taskExecutionContext,logger);
-        this.taskExecutionContext = taskExecutionContext;
+    public SqoopTask(TaskExecutionContext taskExecutionContext, Logger logger) {
+        super(taskExecutionContext, logger);
+        this.sqoopTaskExecutionContext = taskExecutionContext;
     }
 
     @Override
-    public void init() throws Exception {
-        logger.info("sqoop task params {}", taskExecutionContext.getTaskParams());
+    public void init() {
+        logger.info("sqoop task params {}", sqoopTaskExecutionContext.getTaskParams());
         sqoopParameters =
-                JSON.parseObject(taskExecutionContext.getTaskParams(),SqoopParameters.class);
-        if (!sqoopParameters.checkParameters()) {
-            throw new RuntimeException("sqoop task params is not valid");
+            JSONUtils.parseObject(sqoopTaskExecutionContext.getTaskParams(), SqoopParameters.class);
+        //check sqoop task params
+        if (null == sqoopParameters) {
+            throw new IllegalArgumentException("Sqoop Task params is null");
         }
 
+        if (!sqoopParameters.checkParameters()) {
+            throw new IllegalArgumentException("Sqoop Task params check fail");
+        }
     }
 
     @Override
-    protected String buildCommand() throws Exception {
+    protected String buildCommand() {
         //get sqoop scripts
         SqoopJobGenerator generator = new SqoopJobGenerator();
-        String script = generator.generateSqoopJob(sqoopParameters,taskExecutionContext);
+        String script = generator.generateSqoopJob(sqoopParameters, sqoopTaskExecutionContext);
 
-        Map<String, Property> paramsMap = ParamUtils.convert(ParamUtils.getUserDefParamsMap(taskExecutionContext.getDefinedParams()),
-                taskExecutionContext.getDefinedParams(),
-                sqoopParameters.getLocalParametersMap(),
-                CommandType.of(taskExecutionContext.getCmdTypeIfComplement()),
-                taskExecutionContext.getScheduleTime());
+        Map<String, Property> paramsMap = ParamUtils.convert(ParamUtils.getUserDefParamsMap(sqoopTaskExecutionContext.getDefinedParams()),
+            sqoopTaskExecutionContext.getDefinedParams(),
+            sqoopParameters.getLocalParametersMap(),
+            CommandType.of(sqoopTaskExecutionContext.getCmdTypeIfComplement()),
+            sqoopTaskExecutionContext.getScheduleTime());
 
-        if(paramsMap != null){
-            String resultScripts = ParameterUtils.convertParameterPlaceholders(script,  ParamUtils.convert(paramsMap));
+        if (paramsMap != null) {
+            String resultScripts = ParameterUtils.convertParameterPlaceholders(script, ParamUtils.convert(paramsMap));
             logger.info("sqoop script: {}", resultScripts);
             return resultScripts;
         }

dolphinscheduler-server/src/main/java/org/apache/dolphinscheduler/server/worker/task/sqoop/generator/CommonGenerator.java

@@ -14,71 +14,72 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
+
 package org.apache.dolphinscheduler.server.worker.task.sqoop.generator;
 
 import org.apache.dolphinscheduler.common.Constants;
 import org.apache.dolphinscheduler.common.process.Property;
 import org.apache.dolphinscheduler.common.task.sqoop.SqoopParameters;
 import org.apache.dolphinscheduler.common.utils.CollectionUtils;
-import org.apache.dolphinscheduler.common.utils.StringUtils;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
+import org.apache.dolphinscheduler.server.worker.task.sqoop.SqoopConstants;
 
 import java.util.List;
 
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
 
 /**
  * common script generator
  */
 public class CommonGenerator {
 
-    private Logger logger = LoggerFactory.getLogger(getClass());
+    private static final Logger logger = LoggerFactory.getLogger(CommonGenerator.class);
 
     public String generate(SqoopParameters sqoopParameters) {
-        StringBuilder result = new StringBuilder();
-        try{
-            result.append("sqoop ")
-                    .append(sqoopParameters.getModelType());
 
-            //set sqoop job name
-            result.append(" -D mapred.job.name")
-                    .append(Constants.EQUAL_SIGN)
-                    .append(sqoopParameters.getJobName());
+        StringBuilder commonSb = new StringBuilder();
+
+        try {
+            //sqoop task model
+            commonSb.append(SqoopConstants.SQOOP)
+                .append(Constants.SPACE)
+                .append(sqoopParameters.getModelType());
 
-            //set hadoop custom param
+            //sqoop map-reduce job name
+            commonSb.append(Constants.SPACE).append(Constants.D).append(Constants.SPACE)
+                .append(String.format("%s%s%s", SqoopConstants.SQOOP_MR_JOB_NAME,
+                    Constants.EQUAL_SIGN, sqoopParameters.getJobName()));
+
+            //hadoop custom param
             List<Property> hadoopCustomParams = sqoopParameters.getHadoopCustomParams();
             if (CollectionUtils.isNotEmpty(hadoopCustomParams)) {
                 for (Property hadoopCustomParam : hadoopCustomParams) {
-                    String hadoopCustomParamStr = " -D " + hadoopCustomParam.getProp()
-                            + Constants.EQUAL_SIGN + hadoopCustomParam.getValue();
+                    String hadoopCustomParamStr = String.format("%s%s%s", hadoopCustomParam.getProp(),
+                        Constants.EQUAL_SIGN, hadoopCustomParam.getValue());
 
-                    if (StringUtils.isNotEmpty(hadoopCustomParamStr)) {
-                        result.append(hadoopCustomParamStr);
-                    }
+                    commonSb.append(Constants.SPACE).append(Constants.D)
+                        .append(Constants.SPACE).append(hadoopCustomParamStr);
                 }
             }
 
-            //set sqoop advanced custom param
+            //sqoop custom params
             List<Property> sqoopAdvancedParams = sqoopParameters.getSqoopAdvancedParams();
             if (CollectionUtils.isNotEmpty(sqoopAdvancedParams)) {
-
                 for (Property sqoopAdvancedParam : sqoopAdvancedParams) {
-                    String sqoopAdvancedParamStr = " " + sqoopAdvancedParam.getProp()
-                            + " " + sqoopAdvancedParam.getValue();
-                    if (StringUtils.isNotEmpty(sqoopAdvancedParamStr)) {
-                        result.append(sqoopAdvancedParamStr);
-                    }
+                    commonSb.append(Constants.SPACE).append(sqoopAdvancedParam.getProp())
+                        .append(Constants.SPACE).append(sqoopAdvancedParam.getValue());
                 }
             }
 
-            if(sqoopParameters.getConcurrency() >0){
-                result.append(" -m ")
-                        .append(sqoopParameters.getConcurrency());
+            //sqoop parallelism
+            if (sqoopParameters.getConcurrency() > 0) {
+                commonSb.append(Constants.SPACE).append(SqoopConstants.SQOOP_PARALLELISM)
+                    .append(Constants.SPACE).append(sqoopParameters.getConcurrency());
             }
-        }catch (Exception e){
-            logger.error(e.getMessage());
+        } catch (Exception e) {
+            logger.error(String.format("Sqoop task general param build failed: [%s]", e.getMessage()));
         }
 
-        return result.toString();
+        return commonSb.toString();
     }
 }

dolphinscheduler-server/src/main/java/org/apache/dolphinscheduler/server/worker/task/sqoop/generator/ISourceGenerator.java

@@ -14,6 +14,7 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
+
 package org.apache.dolphinscheduler.server.worker.task.sqoop.generator;
 
 import org.apache.dolphinscheduler.common.task.sqoop.SqoopParameters;
@@ -26,9 +27,10 @@ public interface ISourceGenerator {
 
     /**
      * generate the source script
-     * @param sqoopParameters sqoopParameters
+     *
+     * @param sqoopParameters      sqoopParameters
      * @param taskExecutionContext taskExecutionContext
      * @return source script
      */
-    String generate(SqoopParameters sqoopParameters,TaskExecutionContext taskExecutionContext);
+    String generate(SqoopParameters sqoopParameters, TaskExecutionContext taskExecutionContext);
 }

dolphinscheduler-server/src/main/java/org/apache/dolphinscheduler/server/worker/task/sqoop/generator/ITargetGenerator.java

@@ -14,6 +14,7 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
+
 package org.apache.dolphinscheduler.server.worker.task.sqoop.generator;
 
 import org.apache.dolphinscheduler.common.task.sqoop.SqoopParameters;
@@ -26,9 +27,10 @@ public interface ITargetGenerator {
 
     /**
      * generate the target script
-     * @param sqoopParameters sqoopParameters
+     *
+     * @param sqoopParameters      sqoopParameters
      * @param taskExecutionContext taskExecutionContext
      * @return target script
      */
-    String generate(SqoopParameters sqoopParameters,TaskExecutionContext taskExecutionContext);
+    String generate(SqoopParameters sqoopParameters, TaskExecutionContext taskExecutionContext);
 }

dolphinscheduler-server/src/main/java/org/apache/dolphinscheduler/server/worker/task/sqoop/generator/SqoopJobGenerator.java

@@ -14,6 +14,7 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
+
 package org.apache.dolphinscheduler.server.worker.task.sqoop.generator;
 
 import org.apache.dolphinscheduler.common.enums.SqoopJobType;
@@ -46,37 +47,38 @@ public class SqoopJobGenerator {
     /**
      * common script generator
      */
-    private CommonGenerator commonGenerator;
+    private final CommonGenerator commonGenerator;
 
-    public SqoopJobGenerator(){
+    public SqoopJobGenerator() {
         commonGenerator = new CommonGenerator();
     }
 
-    private void createSqoopJobGenerator(String sourceType,String targetType){
+    private void createSqoopJobGenerator(String sourceType, String targetType) {
         sourceGenerator = createSourceGenerator(sourceType);
         targetGenerator = createTargetGenerator(targetType);
     }
 
     /**
      * get the final sqoop scripts
-     * @param sqoopParameters
-     * @return
+     *
+     * @param sqoopParameters sqoop params
+     * @return sqoop scripts
      */
-    public String generateSqoopJob(SqoopParameters sqoopParameters,TaskExecutionContext taskExecutionContext){
+    public String generateSqoopJob(SqoopParameters sqoopParameters, TaskExecutionContext taskExecutionContext) {
 
         String sqoopScripts = "";
 
         if (SqoopJobType.TEMPLATE.getDescp().equals(sqoopParameters.getJobType())) {
-            createSqoopJobGenerator(sqoopParameters.getSourceType(),sqoopParameters.getTargetType());
-            if(sourceGenerator == null || targetGenerator == null){
+            createSqoopJobGenerator(sqoopParameters.getSourceType(), sqoopParameters.getTargetType());
+            if (sourceGenerator == null || targetGenerator == null) {
                 throw new RuntimeException("sqoop task source type or target type is null");
             }
 
-            sqoopScripts =  commonGenerator.generate(sqoopParameters)
-                    + sourceGenerator.generate(sqoopParameters,taskExecutionContext)
-                    + targetGenerator.generate(sqoopParameters,taskExecutionContext);
+            sqoopScripts = String.format("%s%s%s", commonGenerator.generate(sqoopParameters),
+                sourceGenerator.generate(sqoopParameters, taskExecutionContext),
+                targetGenerator.generate(sqoopParameters, taskExecutionContext));
         } else if (SqoopJobType.CUSTOM.getDescp().equals(sqoopParameters.getJobType())) {
-            sqoopScripts =  sqoopParameters.getCustomShell().replaceAll("\\r\\n", "\n");
+            sqoopScripts = sqoopParameters.getCustomShell().replaceAll("\\r\\n", "\n");
         }
 
         return sqoopScripts;
@@ -84,11 +86,12 @@ public class SqoopJobGenerator {
 
     /**
      * get the source generator
-     * @param sourceType
-     * @return
+     *
+     * @param sourceType sqoop source type
+     * @return sqoop source generator
      */
-    private ISourceGenerator createSourceGenerator(String sourceType){
-        switch (sourceType){
+    private ISourceGenerator createSourceGenerator(String sourceType) {
+        switch (sourceType) {
             case MYSQL:
                 return new MysqlSourceGenerator();
             case HIVE:
@@ -102,11 +105,12 @@ public class SqoopJobGenerator {
 
     /**
      * get the target generator
-     * @param targetType
-     * @return
+     *
+     * @param targetType sqoop target type
+     * @return sqoop target generator
      */
-    private ITargetGenerator createTargetGenerator(String targetType){
-        switch (targetType){
+    private ITargetGenerator createTargetGenerator(String targetType) {
+        switch (targetType) {
             case MYSQL:
                 return new MysqlTargetGenerator();
             case HIVE:

dolphinscheduler-server/src/main/java/org/apache/dolphinscheduler/server/worker/task/sqoop/generator/sources/HdfsSourceGenerator.java

@@ -14,14 +14,18 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
+
 package org.apache.dolphinscheduler.server.worker.task.sqoop.generator.sources;
 
+import org.apache.dolphinscheduler.common.Constants;
 import org.apache.dolphinscheduler.common.task.sqoop.SqoopParameters;
 import org.apache.dolphinscheduler.common.task.sqoop.sources.SourceHdfsParameter;
 import org.apache.dolphinscheduler.common.utils.JSONUtils;
 import org.apache.dolphinscheduler.common.utils.StringUtils;
 import org.apache.dolphinscheduler.server.entity.TaskExecutionContext;
+import org.apache.dolphinscheduler.server.worker.task.sqoop.SqoopConstants;
 import org.apache.dolphinscheduler.server.worker.task.sqoop.generator.ISourceGenerator;
+
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -30,28 +34,30 @@ import org.slf4j.LoggerFactory;
  */
 public class HdfsSourceGenerator implements ISourceGenerator {
 
-    private Logger logger = LoggerFactory.getLogger(getClass());
+    private static final Logger logger = LoggerFactory.getLogger(HdfsSourceGenerator.class);
 
     @Override
-    public String generate(SqoopParameters sqoopParameters,TaskExecutionContext taskExecutionContext) {
-        StringBuilder result = new StringBuilder();
-        try{
+    public String generate(SqoopParameters sqoopParameters, TaskExecutionContext taskExecutionContext) {
+
+        StringBuilder hdfsSourceSb = new StringBuilder();
+
+        try {
             SourceHdfsParameter sourceHdfsParameter
-                    = JSONUtils.parseObject(sqoopParameters.getSourceParams(),SourceHdfsParameter.class);
-
-            if(sourceHdfsParameter != null){
-                if(StringUtils.isNotEmpty(sourceHdfsParameter.getExportDir())){
-                    result.append(" --export-dir ")
-                            .append(sourceHdfsParameter.getExportDir());
-                }else{
-                    throw new Exception("--export-dir is null");
+                = JSONUtils.parseObject(sqoopParameters.getSourceParams(), SourceHdfsParameter.class);
+
+            if (null != sourceHdfsParameter) {
+                if (StringUtils.isNotEmpty(sourceHdfsParameter.getExportDir())) {
+                    hdfsSourceSb.append(Constants.SPACE).append(SqoopConstants.HDFS_EXPORT_DIR)
+                        .append(Constants.SPACE).append(sourceHdfsParameter.getExportDir());
+                } else {
+                    throw new IllegalArgumentException("Sqoop hdfs export dir is null");
                 }
 
             }
-        }catch (Exception e){
-            logger.error("get hdfs source failed",e);
+        } catch (Exception e) {
+            logger.error(String.format("Sqoop hdfs source parmas build failed: [%s]", e.getMessage()));
         }
 
-        return result.toString();
+        return hdfsSourceSb.toString();
     }
 }

dolphinscheduler-server/src/main/java/org/apache/dolphinscheduler/server/worker/task/sqoop/generator/sources/HiveSourceGenerator.java

@@ -14,14 +14,18 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
+
 package org.apache.dolphinscheduler.server.worker.task.sqoop.generator.sources;
 
-import org.apache.commons.lang.StringUtils;
+import org.apache.dolphinscheduler.common.Constants;
 import org.apache.dolphinscheduler.common.task.sqoop.SqoopParameters;
 import org.apache.dolphinscheduler.common.task.sqoop.sources.SourceHiveParameter;
 import org.apache.dolphinscheduler.common.utils.JSONUtils;
+import org.apache.dolphinscheduler.common.utils.StringUtils;
 import org.apache.dolphinscheduler.server.entity.TaskExecutionContext;
+import org.apache.dolphinscheduler.server.worker.task.sqoop.SqoopConstants;
 import org.apache.dolphinscheduler.server.worker.task.sqoop.generator.ISourceGenerator;
+
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -30,33 +34,40 @@ import org.slf4j.LoggerFactory;
  */
 public class HiveSourceGenerator implements ISourceGenerator {
 
-    private Logger logger = LoggerFactory.getLogger(getClass());
+    private static final Logger logger = LoggerFactory.getLogger(HiveSourceGenerator.class);
 
     @Override
-    public String generate(SqoopParameters sqoopParameters,TaskExecutionContext taskExecutionContext) {
-        StringBuilder sb = new StringBuilder();
-        try{
+    public String generate(SqoopParameters sqoopParameters, TaskExecutionContext taskExecutionContext) {
+
+        StringBuilder hiveSourceSb = new StringBuilder();
+
+        try {
             SourceHiveParameter sourceHiveParameter
-                    = JSONUtils.parseObject(sqoopParameters.getSourceParams(),SourceHiveParameter.class);
-            if(sourceHiveParameter != null){
-                if(StringUtils.isNotEmpty(sourceHiveParameter.getHiveDatabase())){
-                    sb.append(" --hcatalog-database ").append(sourceHiveParameter.getHiveDatabase());
+                = JSONUtils.parseObject(sqoopParameters.getSourceParams(), SourceHiveParameter.class);
+
+            if (null != sourceHiveParameter) {
+                if (StringUtils.isNotEmpty(sourceHiveParameter.getHiveDatabase())) {
+                    hiveSourceSb.append(Constants.SPACE).append(SqoopConstants.HCATALOG_DATABASE)
+                        .append(Constants.SPACE).append(sourceHiveParameter.getHiveDatabase());
                 }
 
-                if(StringUtils.isNotEmpty(sourceHiveParameter.getHiveTable())){
-                    sb.append(" --hcatalog-table ").append(sourceHiveParameter.getHiveTable());
+                if (StringUtils.isNotEmpty(sourceHiveParameter.getHiveTable())) {
+                    hiveSourceSb.append(Constants.SPACE).append(SqoopConstants.HCATALOG_TABLE)
+                        .append(Constants.SPACE).append(sourceHiveParameter.getHiveTable());
                 }
 
-                if(StringUtils.isNotEmpty(sourceHiveParameter.getHivePartitionKey())&&
-                        StringUtils.isNotEmpty(sourceHiveParameter.getHivePartitionValue())){
-                    sb.append(" --hcatalog-partition-keys ").append(sourceHiveParameter.getHivePartitionKey())
-                            .append(" --hcatalog-partition-values ").append(sourceHiveParameter.getHivePartitionValue());
+                if (StringUtils.isNotEmpty(sourceHiveParameter.getHivePartitionKey())
+                    && StringUtils.isNotEmpty(sourceHiveParameter.getHivePartitionValue())) {
+                    hiveSourceSb.append(Constants.SPACE).append(SqoopConstants.HCATALOG_PARTITION_KEYS)
+                        .append(Constants.SPACE).append(sourceHiveParameter.getHivePartitionKey())
+                        .append(Constants.SPACE).append(SqoopConstants.HCATALOG_PARTITION_VALUES)
+                        .append(Constants.SPACE).append(sourceHiveParameter.getHivePartitionValue());
                 }
             }
-        }catch (Exception e){
-            logger.error(e.getMessage());
+        } catch (Exception e) {
+            logger.error(String.format("Sqoop hive source params build failed: [%s]", e.getMessage()));
         }
 
-        return sb.toString();
+        return hiveSourceSb.toString();
     }
 }

dolphinscheduler-server/src/main/java/org/apache/dolphinscheduler/server/worker/task/sqoop/generator/sources/MysqlSourceGenerator.java

@@ -14,106 +14,118 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
+
 package org.apache.dolphinscheduler.server.worker.task.sqoop.generator.sources;
 
-import org.apache.commons.lang.StringUtils;
+import org.apache.dolphinscheduler.common.Constants;
 import org.apache.dolphinscheduler.common.enums.DbType;
-import org.apache.dolphinscheduler.common.enums.QueryType;
+import org.apache.dolphinscheduler.common.enums.SqoopQueryType;
 import org.apache.dolphinscheduler.common.process.Property;
 import org.apache.dolphinscheduler.common.task.sqoop.SqoopParameters;
 import org.apache.dolphinscheduler.common.task.sqoop.sources.SourceMysqlParameter;
 import org.apache.dolphinscheduler.common.utils.JSONUtils;
+import org.apache.dolphinscheduler.common.utils.StringUtils;
 import org.apache.dolphinscheduler.dao.datasource.BaseDataSource;
 import org.apache.dolphinscheduler.dao.datasource.DataSourceFactory;
 import org.apache.dolphinscheduler.server.entity.SqoopTaskExecutionContext;
 import org.apache.dolphinscheduler.server.entity.TaskExecutionContext;
+import org.apache.dolphinscheduler.server.worker.task.sqoop.SqoopConstants;
 import org.apache.dolphinscheduler.server.worker.task.sqoop.generator.ISourceGenerator;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
 
 import java.util.List;
 
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
 /**
  * mysql source generator
  */
 public class MysqlSourceGenerator implements ISourceGenerator {
 
-    private Logger logger = LoggerFactory.getLogger(getClass());
+    private static final Logger logger = LoggerFactory.getLogger(MysqlSourceGenerator.class);
 
     @Override
-    public String generate(SqoopParameters sqoopParameters,TaskExecutionContext taskExecutionContext) {
-        StringBuilder result = new StringBuilder();
-        try {
-            SourceMysqlParameter sourceMysqlParameter
-                    = JSONUtils.parseObject(sqoopParameters.getSourceParams(),SourceMysqlParameter.class);
+    public String generate(SqoopParameters sqoopParameters, TaskExecutionContext taskExecutionContext) {
+
+        StringBuilder mysqlSourceSb = new StringBuilder();
 
+        try {
+            SourceMysqlParameter sourceMysqlParameter = JSONUtils.parseObject(sqoopParameters.getSourceParams(), SourceMysqlParameter.class);
             SqoopTaskExecutionContext sqoopTaskExecutionContext = taskExecutionContext.getSqoopTaskExecutionContext();
 
-            if(sourceMysqlParameter != null){
+            if (null != sourceMysqlParameter) {
                 BaseDataSource baseDataSource = DataSourceFactory.getDatasource(DbType.of(sqoopTaskExecutionContext.getSourcetype()),
-                        sqoopTaskExecutionContext.getSourceConnectionParams());
-                if(baseDataSource != null){
-                    result.append(" --connect ")
-                            .append(baseDataSource.getJdbcUrl())
-                            .append(" --username ")
-                            .append(baseDataSource.getUser())
-                            .append(" --password ")
-                            .append(baseDataSource.getPassword());
-
-                    if(sourceMysqlParameter.getSrcQueryType() == QueryType.FORM.ordinal()){
-                        if(StringUtils.isNotEmpty(sourceMysqlParameter.getSrcTable())){
-                            result.append(" --table ").append(sourceMysqlParameter.getSrcTable());
+                    sqoopTaskExecutionContext.getSourceConnectionParams());
+
+                if (null != baseDataSource) {
+
+                    mysqlSourceSb.append(Constants.SPACE).append(SqoopConstants.DB_CONNECT)
+                        .append(Constants.SPACE).append(baseDataSource.getJdbcUrl())
+                        .append(Constants.SPACE).append(SqoopConstants.DB_USERNAME)
+                        .append(Constants.SPACE).append(baseDataSource.getUser())
+                        .append(Constants.SPACE).append(SqoopConstants.DB_PWD)
+                        .append(Constants.SPACE).append(Constants.DOUBLE_QUOTES).append(baseDataSource.getPassword()).append(Constants.DOUBLE_QUOTES);
+
+                    //sqoop table & sql query
+                    if (sourceMysqlParameter.getSrcQueryType() == SqoopQueryType.FORM.getCode()) {
+                        if (StringUtils.isNotEmpty(sourceMysqlParameter.getSrcTable())) {
+                            mysqlSourceSb.append(Constants.SPACE).append(SqoopConstants.TABLE)
+                                .append(Constants.SPACE).append(sourceMysqlParameter.getSrcTable());
                         }
 
-                        if(StringUtils.isNotEmpty(sourceMysqlParameter.getSrcColumns())){
-                            result.append(" --columns ").append(sourceMysqlParameter.getSrcColumns());
+                        if (StringUtils.isNotEmpty(sourceMysqlParameter.getSrcColumns())) {
+                            mysqlSourceSb.append(Constants.SPACE).append(SqoopConstants.COLUMNS)
+                                .append(Constants.SPACE).append(sourceMysqlParameter.getSrcColumns());
                         }
+                    } else if (sourceMysqlParameter.getSrcQueryType() == SqoopQueryType.SQL.getCode()
+                        && StringUtils.isNotEmpty(sourceMysqlParameter.getSrcQuerySql())) {
 
-                    }else if(sourceMysqlParameter.getSrcQueryType() == QueryType.SQL.ordinal()
-                            && StringUtils.isNotEmpty(sourceMysqlParameter.getSrcQuerySql())){
                         String srcQuery = sourceMysqlParameter.getSrcQuerySql();
-                        if(srcQuery.toLowerCase().contains("where")){
-                            srcQuery += " AND "+"$CONDITIONS";
-                        }else{
-                            srcQuery += " WHERE $CONDITIONS";
-                        }
-                        result.append(" --query \'").append(srcQuery).append("\'");
+                        mysqlSourceSb.append(Constants.SPACE).append(SqoopConstants.QUERY)
+                            .append(Constants.SPACE).append(Constants.DOUBLE_QUOTES).append(srcQuery);
 
+                        if (srcQuery.toLowerCase().contains(SqoopConstants.QUERY_WHERE)) {
+                            mysqlSourceSb.append(Constants.SPACE).append(SqoopConstants.QUERY_CONDITION).append(Constants.DOUBLE_QUOTES);
+                        } else {
+                            mysqlSourceSb.append(Constants.SPACE).append(SqoopConstants.QUERY_WITHOUT_CONDITION).append(Constants.DOUBLE_QUOTES);
+                        }
                     }
 
-                    List<Property>  mapColumnHive = sourceMysqlParameter.getMapColumnHive();
+                    //sqoop hive map column
+                    List<Property> mapColumnHive = sourceMysqlParameter.getMapColumnHive();
 
-                    if(mapColumnHive != null && !mapColumnHive.isEmpty()){
+                    if (null != mapColumnHive && !mapColumnHive.isEmpty()) {
                         StringBuilder columnMap = new StringBuilder();
-                        for(Property item:mapColumnHive){
-                            columnMap.append(item.getProp()).append("=").append(item.getValue()).append(",");
+                        for (Property item : mapColumnHive) {
+                            columnMap.append(item.getProp()).append(Constants.EQUAL_SIGN).append(item.getValue()).append(Constants.COMMA);
                         }
 
-                        if(StringUtils.isNotEmpty(columnMap.toString())){
-                            result.append(" --map-column-hive ")
-                                    .append(columnMap.substring(0,columnMap.length() - 1));
+                        if (StringUtils.isNotEmpty(columnMap.toString())) {
+                            mysqlSourceSb.append(Constants.SPACE).append(SqoopConstants.MAP_COLUMN_HIVE)
+                                .append(Constants.SPACE).append(columnMap.substring(0, columnMap.length() - 1));
                         }
                     }
 
-                    List<Property>  mapColumnJava = sourceMysqlParameter.getMapColumnJava();
+                    //sqoop map column java
+                    List<Property> mapColumnJava = sourceMysqlParameter.getMapColumnJava();
 
-                    if(mapColumnJava != null && !mapColumnJava.isEmpty()){
+                    if (null != mapColumnJava && !mapColumnJava.isEmpty()) {
                         StringBuilder columnMap = new StringBuilder();
-                        for(Property item:mapColumnJava){
-                            columnMap.append(item.getProp()).append("=").append(item.getValue()).append(",");
+                        for (Property item : mapColumnJava) {
+                            columnMap.append(item.getProp()).append(Constants.EQUAL_SIGN).append(item.getValue()).append(Constants.COMMA);
                         }
 
-                        if(StringUtils.isNotEmpty(columnMap.toString())){
-                            result.append(" --map-column-java ")
-                                    .append(columnMap.substring(0,columnMap.length() - 1));
+                        if (StringUtils.isNotEmpty(columnMap.toString())) {
+                            mysqlSourceSb.append(Constants.SPACE).append(SqoopConstants.MAP_COLUMN_JAVA)
+                                .append(Constants.SPACE).append(columnMap.substring(0, columnMap.length() - 1));
                         }
                     }
                 }
             }
-        }catch (Exception e){
-            logger.error(e.getMessage());
+        } catch (Exception e) {
+            logger.error(String.format("Sqoop task mysql source params build failed: [%s]", e.getMessage()));
         }
 
-        return result.toString();
+        return mysqlSourceSb.toString();
     }
 }

dolphinscheduler-server/src/main/java/org/apache/dolphinscheduler/server/worker/task/sqoop/generator/targets/HdfsTargetGenerator.java

@@ -14,14 +14,18 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
+
 package org.apache.dolphinscheduler.server.worker.task.sqoop.generator.targets;
 
-import org.apache.commons.lang.StringUtils;
+import org.apache.dolphinscheduler.common.Constants;
 import org.apache.dolphinscheduler.common.task.sqoop.SqoopParameters;
 import org.apache.dolphinscheduler.common.task.sqoop.targets.TargetHdfsParameter;
 import org.apache.dolphinscheduler.common.utils.JSONUtils;
+import org.apache.dolphinscheduler.common.utils.StringUtils;
 import org.apache.dolphinscheduler.server.entity.TaskExecutionContext;
+import org.apache.dolphinscheduler.server.worker.task.sqoop.SqoopConstants;
 import org.apache.dolphinscheduler.server.worker.task.sqoop.generator.ITargetGenerator;
+
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -30,47 +34,53 @@ import org.slf4j.LoggerFactory;
  */
 public class HdfsTargetGenerator implements ITargetGenerator {
 
-    private Logger logger = LoggerFactory.getLogger(getClass());
+    private static final Logger logger = LoggerFactory.getLogger(HdfsTargetGenerator.class);
 
     @Override
-    public String generate(SqoopParameters sqoopParameters,TaskExecutionContext taskExecutionContext) {
-        StringBuilder result = new StringBuilder();
-        try{
+    public String generate(SqoopParameters sqoopParameters, TaskExecutionContext taskExecutionContext) {
+
+        StringBuilder hdfsTargetSb = new StringBuilder();
+
+        try {
             TargetHdfsParameter targetHdfsParameter =
-                    JSONUtils.parseObject(sqoopParameters.getTargetParams(),TargetHdfsParameter.class);
+                JSONUtils.parseObject(sqoopParameters.getTargetParams(), TargetHdfsParameter.class);
 
-            if(targetHdfsParameter != null){
+            if (null != targetHdfsParameter) {
 
-                if(StringUtils.isNotEmpty(targetHdfsParameter.getTargetPath())){
-                    result.append(" --target-dir ").append(targetHdfsParameter.getTargetPath());
+                if (StringUtils.isNotEmpty(targetHdfsParameter.getTargetPath())) {
+                    hdfsTargetSb.append(Constants.SPACE).append(SqoopConstants.TARGET_DIR)
+                        .append(Constants.SPACE).append(targetHdfsParameter.getTargetPath());
                 }
 
-                if(StringUtils.isNotEmpty(targetHdfsParameter.getCompressionCodec())){
-                    result.append(" --compression-codec ").append(targetHdfsParameter.getCompressionCodec());
+                if (StringUtils.isNotEmpty(targetHdfsParameter.getCompressionCodec())) {
+                    hdfsTargetSb.append(Constants.SPACE).append(SqoopConstants.COMPRESSION_CODEC)
+                        .append(Constants.SPACE).append(targetHdfsParameter.getCompressionCodec());
                 }
 
-                if(StringUtils.isNotEmpty(targetHdfsParameter.getFileType())){
-                    result.append(" ").append(targetHdfsParameter.getFileType());
+                if (StringUtils.isNotEmpty(targetHdfsParameter.getFileType())) {
+                    hdfsTargetSb.append(Constants.SPACE).append(targetHdfsParameter.getFileType());
                 }
 
-                if(targetHdfsParameter.isDeleteTargetDir()){
-                    result.append(" --delete-target-dir");
+                if (targetHdfsParameter.isDeleteTargetDir()) {
+                    hdfsTargetSb.append(Constants.SPACE).append(SqoopConstants.DELETE_TARGET_DIR);
                 }
 
-                if(StringUtils.isNotEmpty(targetHdfsParameter.getFieldsTerminated())){
-                    result.append(" --fields-terminated-by '").append(targetHdfsParameter.getFieldsTerminated()).append("'");
+                if (StringUtils.isNotEmpty(targetHdfsParameter.getFieldsTerminated())) {
+                    hdfsTargetSb.append(Constants.SPACE).append(SqoopConstants.FIELDS_TERMINATED_BY)
+                        .append(Constants.SPACE).append(Constants.SINGLE_QUOTES).append(targetHdfsParameter.getFieldsTerminated()).append(Constants.SINGLE_QUOTES);
                 }
 
-                if(StringUtils.isNotEmpty(targetHdfsParameter.getLinesTerminated())){
-                    result.append(" --lines-terminated-by '").append(targetHdfsParameter.getLinesTerminated()).append("'");
+                if (StringUtils.isNotEmpty(targetHdfsParameter.getLinesTerminated())) {
+                    hdfsTargetSb.append(Constants.SPACE).append(SqoopConstants.LINES_TERMINATED_BY)
+                        .append(Constants.SPACE).append(Constants.SINGLE_QUOTES).append(targetHdfsParameter.getLinesTerminated()).append(Constants.SINGLE_QUOTES);
                 }
 
-                result.append(" --null-non-string 'NULL' --null-string 'NULL'");
+                hdfsTargetSb.append(Constants.SPACE).append(SqoopConstants.FIELD_NULL_PLACEHOLDER);
             }
-        }catch(Exception e){
-            logger.error(e.getMessage());
+        } catch (Exception e) {
+            logger.error(String.format("Sqoop hdfs target params build failed: [%s]", e.getMessage()));
         }
 
-        return result.toString();
+        return hdfsTargetSb.toString();
     }
 }

dolphinscheduler-server/src/main/java/org/apache/dolphinscheduler/server/worker/task/sqoop/generator/targets/HiveTargetGenerator.java

@@ -14,14 +14,18 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
+
 package org.apache.dolphinscheduler.server.worker.task.sqoop.generator.targets;
 
-import org.apache.commons.lang.StringUtils;
+import org.apache.dolphinscheduler.common.Constants;
 import org.apache.dolphinscheduler.common.task.sqoop.SqoopParameters;
 import org.apache.dolphinscheduler.common.task.sqoop.targets.TargetHiveParameter;
 import org.apache.dolphinscheduler.common.utils.JSONUtils;
+import org.apache.dolphinscheduler.common.utils.StringUtils;
 import org.apache.dolphinscheduler.server.entity.TaskExecutionContext;
+import org.apache.dolphinscheduler.server.worker.task.sqoop.SqoopConstants;
 import org.apache.dolphinscheduler.server.worker.task.sqoop.generator.ITargetGenerator;
+
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -30,57 +34,57 @@ import org.slf4j.LoggerFactory;
  */
 public class HiveTargetGenerator implements ITargetGenerator {
 
-    private Logger logger = LoggerFactory.getLogger(getClass());
+    private static final Logger logger = LoggerFactory.getLogger(HiveTargetGenerator.class);
 
     @Override
-    public String generate(SqoopParameters sqoopParameters,TaskExecutionContext taskExecutionContext) {
+    public String generate(SqoopParameters sqoopParameters, TaskExecutionContext taskExecutionContext) {
 
-        StringBuilder result = new StringBuilder();
+        StringBuilder hiveTargetSb = new StringBuilder();
 
-        try{
+        try {
             TargetHiveParameter targetHiveParameter =
-                    JSONUtils.parseObject(sqoopParameters.getTargetParams(),TargetHiveParameter.class);
-            if(targetHiveParameter != null){
-
-                result.append(" --hive-import ");
+                JSONUtils.parseObject(sqoopParameters.getTargetParams(), TargetHiveParameter.class);
+            if (null != targetHiveParameter) {
+                hiveTargetSb.append(Constants.SPACE).append(SqoopConstants.HIVE_IMPORT);
 
-                if(StringUtils.isNotEmpty(targetHiveParameter.getHiveDatabase())&&
-                        StringUtils.isNotEmpty(targetHiveParameter.getHiveTable())){
-                    result.append(" --hive-table ")
-                            .append(targetHiveParameter.getHiveDatabase())
-                            .append(".")
-                            .append(targetHiveParameter.getHiveTable());
+                if (StringUtils.isNotEmpty(targetHiveParameter.getHiveDatabase())
+                    && StringUtils.isNotEmpty(targetHiveParameter.getHiveTable())) {
+                    hiveTargetSb.append(Constants.SPACE).append(SqoopConstants.HIVE_TABLE)
+                        .append(Constants.SPACE).append(String.format("%s.%s", targetHiveParameter.getHiveDatabase(),
+                        targetHiveParameter.getHiveTable()));
                 }
 
-                if(targetHiveParameter.isCreateHiveTable()){
-                    result.append(" --create-hive-table");
+                if (targetHiveParameter.isCreateHiveTable()) {
+                    hiveTargetSb.append(Constants.SPACE).append(SqoopConstants.CREATE_HIVE_TABLE);
                 }
 
-                if(targetHiveParameter.isDropDelimiter()){
-                    result.append(" --hive-drop-import-delims");
+                if (targetHiveParameter.isDropDelimiter()) {
+                    hiveTargetSb.append(Constants.SPACE).append(SqoopConstants.HIVE_DROP_IMPORT_DELIMS);
                 }
 
-                if(targetHiveParameter.isHiveOverWrite()){
-                    result.append(" --hive-overwrite -delete-target-dir");
+                if (targetHiveParameter.isHiveOverWrite()) {
+                    hiveTargetSb.append(Constants.SPACE).append(SqoopConstants.HIVE_OVERWRITE)
+                        .append(Constants.SPACE).append(SqoopConstants.DELETE_TARGET_DIR);
                 }
 
-                if(StringUtils.isNotEmpty(targetHiveParameter.getReplaceDelimiter())){
-                    result.append(" --hive-delims-replacement ").append(targetHiveParameter.getReplaceDelimiter());
+                if (StringUtils.isNotEmpty(targetHiveParameter.getReplaceDelimiter())) {
+                    hiveTargetSb.append(Constants.SPACE).append(SqoopConstants.HIVE_DELIMS_REPLACEMENT)
+                        .append(Constants.SPACE).append(targetHiveParameter.getReplaceDelimiter());
                 }
 
-                if(StringUtils.isNotEmpty(targetHiveParameter.getHivePartitionKey())&&
-                        StringUtils.isNotEmpty(targetHiveParameter.getHivePartitionValue())){
-                    result.append(" --hive-partition-key ")
-                            .append(targetHiveParameter.getHivePartitionKey())
-                            .append(" --hive-partition-value ")
-                            .append(targetHiveParameter.getHivePartitionValue());
+                if (StringUtils.isNotEmpty(targetHiveParameter.getHivePartitionKey())
+                    && StringUtils.isNotEmpty(targetHiveParameter.getHivePartitionValue())) {
+                    hiveTargetSb.append(Constants.SPACE).append(SqoopConstants.HIVE_PARTITION_KEY)
+                        .append(Constants.SPACE).append(targetHiveParameter.getHivePartitionKey())
+                        .append(Constants.SPACE).append(SqoopConstants.HIVE_PARTITION_VALUE)
+                        .append(Constants.SPACE).append(targetHiveParameter.getHivePartitionValue());
                 }
 
             }
-        }catch(Exception e){
-            logger.error(e.getMessage());
+        } catch (Exception e) {
+            logger.error(String.format("Sqoop hive target params build failed: [%s]", e.getMessage()));
         }
 
-        return result.toString();
+        return hiveTargetSb.toString();
     }
 }

dolphinscheduler-server/src/main/java/org/apache/dolphinscheduler/server/worker/task/sqoop/generator/targets/MysqlTargetGenerator.java

@@ -14,21 +14,22 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
+
 package org.apache.dolphinscheduler.server.worker.task.sqoop.generator.targets;
 
-import org.apache.commons.lang.StringUtils;
+import org.apache.dolphinscheduler.common.Constants;
 import org.apache.dolphinscheduler.common.enums.DbType;
 import org.apache.dolphinscheduler.common.task.sqoop.SqoopParameters;
 import org.apache.dolphinscheduler.common.task.sqoop.targets.TargetMysqlParameter;
 import org.apache.dolphinscheduler.common.utils.JSONUtils;
+import org.apache.dolphinscheduler.common.utils.StringUtils;
 import org.apache.dolphinscheduler.dao.datasource.BaseDataSource;
 import org.apache.dolphinscheduler.dao.datasource.DataSourceFactory;
-import org.apache.dolphinscheduler.dao.entity.DataSource;
 import org.apache.dolphinscheduler.server.entity.SqoopTaskExecutionContext;
 import org.apache.dolphinscheduler.server.entity.TaskExecutionContext;
+import org.apache.dolphinscheduler.server.worker.task.sqoop.SqoopConstants;
 import org.apache.dolphinscheduler.server.worker.task.sqoop.generator.ITargetGenerator;
-import org.apache.dolphinscheduler.service.bean.SpringApplicationContext;
-import org.apache.dolphinscheduler.service.process.ProcessService;
+
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -37,59 +38,74 @@ import org.slf4j.LoggerFactory;
  */
 public class MysqlTargetGenerator implements ITargetGenerator {
 
-    private Logger logger = LoggerFactory.getLogger(getClass());
+    private static final Logger logger = LoggerFactory.getLogger(MysqlTargetGenerator.class);
 
     @Override
-    public String generate(SqoopParameters sqoopParameters,TaskExecutionContext taskExecutionContext) {
+    public String generate(SqoopParameters sqoopParameters, TaskExecutionContext taskExecutionContext) {
 
-        StringBuilder result = new StringBuilder();
-        try{
+        StringBuilder mysqlTargetSb = new StringBuilder();
 
+        try {
             TargetMysqlParameter targetMysqlParameter =
-                    JSONUtils.parseObject(sqoopParameters.getTargetParams(),TargetMysqlParameter.class);
+                JSONUtils.parseObject(sqoopParameters.getTargetParams(), TargetMysqlParameter.class);
 
             SqoopTaskExecutionContext sqoopTaskExecutionContext = taskExecutionContext.getSqoopTaskExecutionContext();
 
-            if(targetMysqlParameter != null && targetMysqlParameter.getTargetDatasource() != 0){
+            if (null != targetMysqlParameter && targetMysqlParameter.getTargetDatasource() != 0) {
 
                 // get datasource
                 BaseDataSource baseDataSource = DataSourceFactory.getDatasource(DbType.of(sqoopTaskExecutionContext.getTargetType()),
-                        sqoopTaskExecutionContext.getTargetConnectionParams());
-
-                if(baseDataSource != null){
-                    result.append(" --connect ")
-                            .append(baseDataSource.getJdbcUrl())
-                            .append(" --username ")
-                            .append(baseDataSource.getUser())
-                            .append(" --password ")
-                            .append(baseDataSource.getPassword())
-                            .append(" --table ")
-                            .append(targetMysqlParameter.getTargetTable());
-
-                    if(StringUtils.isNotEmpty(targetMysqlParameter.getTargetColumns())){
-                        result.append(" --columns ").append(targetMysqlParameter.getTargetColumns());
+                    sqoopTaskExecutionContext.getTargetConnectionParams());
+
+                if (null != baseDataSource) {
+
+                    mysqlTargetSb.append(Constants.SPACE).append(SqoopConstants.DB_CONNECT)
+                        .append(Constants.SPACE).append(baseDataSource.getJdbcUrl())
+                        .append(Constants.SPACE).append(SqoopConstants.DB_USERNAME)
+                        .append(Constants.SPACE).append(baseDataSource.getUser())
+                        .append(Constants.SPACE).append(SqoopConstants.DB_PWD)
+                        .append(Constants.SPACE).append(Constants.DOUBLE_QUOTES).append(baseDataSource.getPassword()).append(Constants.DOUBLE_QUOTES)
+                        .append(Constants.SPACE).append(SqoopConstants.TABLE)
+                        .append(Constants.SPACE).append(targetMysqlParameter.getTargetTable());
+
+                    if (StringUtils.isNotEmpty(targetMysqlParameter.getTargetColumns())) {
+                        mysqlTargetSb.append(Constants.SPACE).append(SqoopConstants.COLUMNS)
+                            .append(Constants.SPACE).append(targetMysqlParameter.getTargetColumns());
                     }
 
-                    if(StringUtils.isNotEmpty(targetMysqlParameter.getFieldsTerminated())){
-                        result.append(" --fields-terminated-by '").append(targetMysqlParameter.getFieldsTerminated()).append("'");
+                    if (StringUtils.isNotEmpty(targetMysqlParameter.getFieldsTerminated())) {
+                        mysqlTargetSb.append(Constants.SPACE).append(SqoopConstants.FIELDS_TERMINATED_BY);
+                        if (targetMysqlParameter.getFieldsTerminated().contains("'")) {
+                            mysqlTargetSb.append(Constants.SPACE).append(targetMysqlParameter.getFieldsTerminated());
+
+                        } else {
+                            mysqlTargetSb.append(Constants.SPACE).append(Constants.SINGLE_QUOTES).append(targetMysqlParameter.getFieldsTerminated()).append(Constants.SINGLE_QUOTES);
+                        }
                     }
 
-                    if(StringUtils.isNotEmpty(targetMysqlParameter.getLinesTerminated())){
-                        result.append(" --lines-terminated-by '").append(targetMysqlParameter.getLinesTerminated()).append("'");
+                    if (StringUtils.isNotEmpty(targetMysqlParameter.getLinesTerminated())) {
+                        mysqlTargetSb.append(Constants.SPACE).append(SqoopConstants.LINES_TERMINATED_BY);
+                        if (targetMysqlParameter.getLinesTerminated().contains(Constants.SINGLE_QUOTES)) {
+                            mysqlTargetSb.append(Constants.SPACE).append(targetMysqlParameter.getLinesTerminated());
+                        } else {
+                            mysqlTargetSb.append(Constants.SPACE).append(Constants.SINGLE_QUOTES).append(targetMysqlParameter.getLinesTerminated()).append(Constants.SINGLE_QUOTES);
+                        }
                     }
 
-                    if(targetMysqlParameter.getIsUpdate()
-                            && StringUtils.isNotEmpty(targetMysqlParameter.getTargetUpdateKey())
-                            && StringUtils.isNotEmpty(targetMysqlParameter.getTargetUpdateMode())){
-                        result.append(" --update-key ").append(targetMysqlParameter.getTargetUpdateKey())
-                              .append(" --update-mode ").append(targetMysqlParameter.getTargetUpdateMode());
+                    if (targetMysqlParameter.getIsUpdate()
+                        && StringUtils.isNotEmpty(targetMysqlParameter.getTargetUpdateKey())
+                        && StringUtils.isNotEmpty(targetMysqlParameter.getTargetUpdateMode())) {
+                        mysqlTargetSb.append(Constants.SPACE).append(SqoopConstants.UPDATE_KEY)
+                            .append(Constants.SPACE).append(targetMysqlParameter.getTargetUpdateKey())
+                            .append(Constants.SPACE).append(SqoopConstants.UPDATE_MODE)
+                            .append(Constants.SPACE).append(targetMysqlParameter.getTargetUpdateMode());
                     }
                 }
             }
-        }catch (Exception e){
-            logger.error(e.getMessage());
+        } catch (Exception e) {
+            logger.error(String.format("Sqoop mysql target params build failed: [%s]", e.getMessage()));
         }
 
-        return result.toString();
+        return mysqlTargetSb.toString();
     }
 }

dolphinscheduler-server/src/test/java/org/apache/dolphinscheduler/server/worker/task/sqoop/SqoopTaskTest.java

@@ -14,6 +14,7 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
+
 package org.apache.dolphinscheduler.server.worker.task.sqoop;
 
 import com.alibaba.fastjson.JSON;
@@ -61,17 +62,17 @@ public class SqoopTaskTest {
         taskExecutionContext.setEnvFile(".dolphinscheduler_env.sh");
         taskExecutionContext.setStartTime(new Date());
         taskExecutionContext.setTaskTimeout(0);
-        taskExecutionContext.setTaskParams("{\"jobName\":\"sqoop_import\",\"jobType\":\"TEMPLATE\",\"concurrency\":1," +
-                "\"modelType\":\"import\",\"sourceType\":\"MYSQL\",\"targetType\":\"HIVE\",\"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\\\"}]}\"" +
-                ",\"targetParams\":\"{\\\"hiveDatabase\\\":\\\"stg\\\",\\\"hiveTable\\\":\\\"person_internal_2\\\",\\\"createHiveTable\\\":true," +
-                "\\\"dropDelimiter\\\":false,\\\"hiveOverWrite\\\":true,\\\"replaceDelimiter\\\":\\\"\\\",\\\"hivePartitionKey\\\":\\\"date\\\"," +
-                "\\\"hivePartitionValue\\\":\\\"2020-02-16\\\"}\",\"localParams\":[]}");
-
-        sqoopTask = new SqoopTask(taskExecutionContext,logger);
-        //test sqoop tash init method
+        taskExecutionContext.setTaskParams("{\"jobName\":\"sqoop_import\",\"jobType\":\"TEMPLATE\",\"concurrency\":1,"
+            + "\"modelType\":\"import\",\"sourceType\":\"MYSQL\",\"targetType\":\"HIVE\",\"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\\\"}]}\""
+            + ",\"targetParams\":\"{\\\"hiveDatabase\\\":\\\"stg\\\",\\\"hiveTable\\\":\\\"person_internal_2\\\",\\\"createHiveTable\\\":true,"
+            + "\\\"dropDelimiter\\\":false,\\\"hiveOverWrite\\\":true,\\\"replaceDelimiter\\\":\\\"\\\",\\\"hivePartitionKey\\\":\\\"date\\\","
+            + "\\\"hivePartitionValue\\\":\\\"2020-02-16\\\"}\",\"localParams\":[]}");
+
+        sqoopTask = new SqoopTask(taskExecutionContext, logger);
+        //test sqoop task init method
         sqoopTask.init();
     }
 
@@ -79,61 +80,95 @@ public class SqoopTaskTest {
      * test SqoopJobGenerator
      */
     @Test
-    public void testGenerator(){
+    public void testGenerator() {
         TaskExecutionContext mysqlTaskExecutionContext = getMysqlTaskExecutionContext();
 
         //sqoop TEMPLATE job
-        //import mysql to HDFS with hadoo
-        String mysqlToHdfs = "{\"jobName\":\"sqoop_import\",\"hadoopCustomParams\":[{\"prop\":\"mapreduce.map.memory.mb\",\"direct\":\"IN\",\"type\":\"VARCHAR\",\"value\":\"4096\"}],\"sqoopAdvancedParams\":[{\"prop\":\"--direct\",\"direct\":\"IN\",\"type\":\"VARCHAR\",\"value\":\"\"}]," +
-                "\"jobType\":\"TEMPLATE\",\"concurrency\":1,\"modelType\":\"import\",\"sourceType\":\"MYSQL\",\"targetType\":\"HDFS\",\"sourceParams\":\"{\\\"srcDatasource\\\":2,\\\"srcTable\\\":\\\"person_2\\\",\\\"srcQueryType\\\":\\\"0\\\",\\\"srcQuerySql\\\":\\\"\\\",\\\"srcColumnType\\\":\\\"0\\\",\\\"srcColumns\\\":\\\"\\\",\\\"srcConditionList\\\":[],\\\"mapColumnHive\\\":[],\\\"mapColumnJava\\\":[]}\",\"targetParams\":\"{\\\"targetPath\\\":\\\"/ods/tmp/test/person7\\\",\\\"deleteTargetDir\\\":true,\\\"fileType\\\":\\\"--as-textfile\\\",\\\"compressionCodec\\\":\\\"\\\",\\\"fieldsTerminated\\\":\\\"@\\\",\\\"linesTerminated\\\":\\\"\\\\\\\\n\\\"}\",\"localParams\":[]}";
-        SqoopParameters mysqlToHdfsParams = JSON.parseObject(mysqlToHdfs,SqoopParameters.class);
+        //import mysql to HDFS with hadoop
+        String mysqlToHdfs =
+            "{\"jobName\":\"sqoop_import\",\"hadoopCustomParams\":[{\"prop\":\"mapreduce.map.memory.mb\",\"direct\":\"IN\",\"type\":\"VARCHAR\",\"value\":\"4096\"}],"
+                + "\"sqoopAdvancedParams\":[{\"prop\":\"--direct\",\"direct\":\"IN\",\"type\":\"VARCHAR\",\"value\":\"\"}],\"jobType\":\"TEMPLATE\",\"concurrency\":1,"
+                + "\"modelType\":\"import\",\"sourceType\":\"MYSQL\",\"targetType\":\"HDFS\","
+                + "\"sourceParams\":\"{\\\"srcDatasource\\\":2,\\\"srcTable\\\":\\\"person_2\\\",\\\"srcQueryType\\\":\\\"0\\\",\\\"srcQuerySql\\\":\\\"\\\",\\\"srcColumnType\\\":\\\"0\\\","
+                + "\\\"srcColumns\\\":\\\"\\\",\\\"srcConditionList\\\":[],\\\"mapColumnHive\\\":[],\\\"mapColumnJava\\\":[]}\",\"targetParams\":\"{\\\"targetPath\\\":\\\"/ods/tmp/test/person7\\\","
+                + "\\\"deleteTargetDir\\\":true,\\\"fileType\\\":\\\"--as-textfile\\\",\\\"compressionCodec\\\":\\\"\\\",\\\"fieldsTerminated\\\":\\\"@\\\","
+                + "\\\"linesTerminated\\\":\\\"\\\\\\\\n\\\"}\",\"localParams\":[]}";
+        SqoopParameters mysqlToHdfsParams = JSONUtils.parseObject(mysqlToHdfs, SqoopParameters.class);
         SqoopJobGenerator generator = new SqoopJobGenerator();
-        String mysqlToHdfsScript = generator.generateSqoopJob(mysqlToHdfsParams,mysqlTaskExecutionContext);
-        String mysqlToHdfsExpected = "sqoop import -D mapred.job.name=sqoop_import -D mapreduce.map.memory.mb=4096 --direct  -m 1 --connect jdbc:mysql://192.168.0.111:3306/test --username kylo --password 123456 --table person_2 --target-dir /ods/tmp/test/person7 --as-textfile --delete-target-dir --fields-terminated-by '@' --lines-terminated-by '\\n' --null-non-string 'NULL' --null-string 'NULL'";
+        String mysqlToHdfsScript = generator.generateSqoopJob(mysqlToHdfsParams, mysqlTaskExecutionContext);
+        String mysqlToHdfsExpected =
+            "sqoop import -D mapred.job.name=sqoop_import -D mapreduce.map.memory.mb=4096 --direct  -m 1 --connect jdbc:mysql://192.168.0.111:3306/test "
+                + "--username kylo --password \"123456\" --table person_2 --target-dir /ods/tmp/test/person7 --as-textfile "
+                + "--delete-target-dir --fields-terminated-by '@' --lines-terminated-by '\\n' --null-non-string 'NULL' --null-string 'NULL'";
         Assert.assertEquals(mysqlToHdfsExpected, mysqlToHdfsScript);
 
         //export hdfs to mysql using update mode
-        String hdfsToMysql = "{\"jobName\":\"sqoop_import\",\"jobType\":\"TEMPLATE\",\"concurrency\":1,\"modelType\":\"export\",\"sourceType\":\"HDFS\"," +
-                "\"targetType\":\"MYSQL\",\"sourceParams\":\"{\\\"exportDir\\\":\\\"/ods/tmp/test/person7\\\"}\"," +
-                "\"targetParams\":\"{\\\"targetDatasource\\\":2,\\\"targetTable\\\":\\\"person_3\\\",\\\"targetColumns\\\":\\\"id,name,age,sex,create_time\\\",\\\"preQuery\\\":\\\"\\\",\\\"isUpdate\\\":true,\\\"targetUpdateKey\\\":\\\"id\\\",\\\"targetUpdateMode\\\":\\\"allowinsert\\\",\\\"fieldsTerminated\\\":\\\"@\\\",\\\"linesTerminated\\\":\\\"\\\\\\\\n\\\"}\",\"localParams\":[]}";
-        SqoopParameters hdfsToMysqlParams = JSON.parseObject(hdfsToMysql,SqoopParameters.class);
-        String hdfsToMysqlScript = generator.generateSqoopJob(hdfsToMysqlParams,mysqlTaskExecutionContext);
-        String hdfsToMysqlScriptExpected = "sqoop export -D mapred.job.name=sqoop_import -m 1 --export-dir /ods/tmp/test/person7 --connect jdbc:mysql://192.168.0.111:3306/test --username kylo --password 123456 --table person_3 --columns id,name,age,sex,create_time --fields-terminated-by '@' --lines-terminated-by '\\n' --update-key id --update-mode allowinsert";
+        String hdfsToMysql = "{\"jobName\":\"sqoop_import\",\"jobType\":\"TEMPLATE\",\"concurrency\":1,\"modelType\":\"export\",\"sourceType\":\"HDFS\","
+            + "\"targetType\":\"MYSQL\",\"sourceParams\":\"{\\\"exportDir\\\":\\\"/ods/tmp/test/person7\\\"}\","
+            + "\"targetParams\":\"{\\\"targetDatasource\\\":2,\\\"targetTable\\\":\\\"person_3\\\",\\\"targetColumns\\\":\\\"id,name,age,sex,create_time\\\","
+            + "\\\"preQuery\\\":\\\"\\\",\\\"isUpdate\\\":true,\\\"targetUpdateKey\\\":\\\"id\\\",\\\"targetUpdateMode\\\":\\\"allowinsert\\\","
+            + "\\\"fieldsTerminated\\\":\\\"@\\\",\\\"linesTerminated\\\":\\\"\\\\\\\\n\\\"}\",\"localParams\":[]}";
+        SqoopParameters hdfsToMysqlParams = JSONUtils.parseObject(hdfsToMysql, SqoopParameters.class);
+        String hdfsToMysqlScript = generator.generateSqoopJob(hdfsToMysqlParams, mysqlTaskExecutionContext);
+        String hdfsToMysqlScriptExpected =
+            "sqoop export -D mapred.job.name=sqoop_import -m 1 --export-dir /ods/tmp/test/person7 --connect jdbc:mysql://192.168.0.111:3306/test "
+                + "--username kylo --password \"123456\" --table person_3 --columns id,name,age,sex,create_time --fields-terminated-by '@' "
+                + "--lines-terminated-by '\\n' --update-key id --update-mode allowinsert";
         Assert.assertEquals(hdfsToMysqlScriptExpected, hdfsToMysqlScript);
 
         //export hive to mysql
-        String hiveToMysql = "{\"jobName\":\"sqoop_import\",\"jobType\":\"TEMPLATE\",\"concurrency\":1,\"modelType\":\"export\",\"sourceType\":\"HIVE\",\"targetType\":\"MYSQL\",\"sourceParams\":\"{\\\"hiveDatabase\\\":\\\"stg\\\",\\\"hiveTable\\\":\\\"person_internal\\\",\\\"hivePartitionKey\\\":\\\"date\\\",\\\"hivePartitionValue\\\":\\\"2020-02-17\\\"}\",\"targetParams\":\"{\\\"targetDatasource\\\":2,\\\"targetTable\\\":\\\"person_3\\\",\\\"targetColumns\\\":\\\"\\\",\\\"preQuery\\\":\\\"\\\",\\\"isUpdate\\\":false,\\\"targetUpdateKey\\\":\\\"\\\",\\\"targetUpdateMode\\\":\\\"allowinsert\\\",\\\"fieldsTerminated\\\":\\\"@\\\",\\\"linesTerminated\\\":\\\"\\\\\\\\n\\\"}\",\"localParams\":[]}";
-        SqoopParameters hiveToMysqlParams = JSON.parseObject(hiveToMysql,SqoopParameters.class);
-        String hiveToMysqlScript = generator.generateSqoopJob(hiveToMysqlParams,mysqlTaskExecutionContext);
-        String hiveToMysqlExpected = "sqoop export -D mapred.job.name=sqoop_import -m 1 --hcatalog-database stg --hcatalog-table person_internal --hcatalog-partition-keys date --hcatalog-partition-values 2020-02-17 --connect jdbc:mysql://192.168.0.111:3306/test --username kylo --password 123456 --table person_3 --fields-terminated-by '@' --lines-terminated-by '\\n'";
+        String hiveToMysql =
+            "{\"jobName\":\"sqoop_import\",\"jobType\":\"TEMPLATE\",\"concurrency\":1,\"modelType\":\"export\",\"sourceType\":\"HIVE\","
+                + "\"targetType\":\"MYSQL\",\"sourceParams\":\"{\\\"hiveDatabase\\\":\\\"stg\\\",\\\"hiveTable\\\":\\\"person_internal\\\","
+                + "\\\"hivePartitionKey\\\":\\\"date\\\",\\\"hivePartitionValue\\\":\\\"2020-02-17\\\"}\","
+                + "\"targetParams\":\"{\\\"targetDatasource\\\":2,\\\"targetTable\\\":\\\"person_3\\\",\\\"targetColumns\\\":\\\"\\\",\\\"preQuery\\\":\\\"\\\","
+                + "\\\"isUpdate\\\":false,\\\"targetUpdateKey\\\":\\\"\\\",\\\"targetUpdateMode\\\":\\\"allowinsert\\\",\\\"fieldsTerminated\\\":\\\"@\\\","
+                + "\\\"linesTerminated\\\":\\\"\\\\\\\\n\\\"}\",\"localParams\":[]}";
+        SqoopParameters hiveToMysqlParams = JSONUtils.parseObject(hiveToMysql, SqoopParameters.class);
+        String hiveToMysqlScript = generator.generateSqoopJob(hiveToMysqlParams, mysqlTaskExecutionContext);
+        String hiveToMysqlExpected =
+            "sqoop export -D mapred.job.name=sqoop_import -m 1 --hcatalog-database stg --hcatalog-table person_internal --hcatalog-partition-keys date "
+                + "--hcatalog-partition-values 2020-02-17 --connect jdbc:mysql://192.168.0.111:3306/test --username kylo --password \"123456\" --table person_3 "
+                + "--fields-terminated-by '@' --lines-terminated-by '\\n'";
         Assert.assertEquals(hiveToMysqlExpected, hiveToMysqlScript);
 
         //import mysql to hive
-        String mysqlToHive = "{\"jobName\":\"sqoop_import\",\"jobType\":\"TEMPLATE\",\"concurrency\":1,\"modelType\":\"import\",\"sourceType\":\"MYSQL\",\"targetType\":\"HIVE\",\"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\\\"}]}\",\"targetParams\":\"{\\\"hiveDatabase\\\":\\\"stg\\\",\\\"hiveTable\\\":\\\"person_internal_2\\\",\\\"createHiveTable\\\":true,\\\"dropDelimiter\\\":false,\\\"hiveOverWrite\\\":true,\\\"replaceDelimiter\\\":\\\"\\\",\\\"hivePartitionKey\\\":\\\"date\\\",\\\"hivePartitionValue\\\":\\\"2020-02-16\\\"}\",\"localParams\":[]}";
-        SqoopParameters mysqlToHiveParams = JSON.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 $CONDITIONS' --map-column-java id=Integer --hive-import  --hive-table stg.person_internal_2 --create-hive-table --hive-overwrite -delete-target-dir --hive-partition-key date --hive-partition-value 2020-02-16";
+        String mysqlToHive =
+            "{\"jobName\":\"sqoop_import\",\"jobType\":\"TEMPLATE\",\"concurrency\":1,\"modelType\":\"import\",\"sourceType\":\"MYSQL\",\"targetType\":\"HIVE\","
+                + "\"sourceParams\":\"{\\\"srcDatasource\\\":2,\\\"srcTable\\\":\\\"person_2\\\",\\\"srcQueryType\\\":\\\"1\\\","
+                + "\\\"srcQuerySql\\\":\\\"SELECT * FROM person_2\\\",\\\"srcColumnType\\\":\\\"0\\\",\\\"srcColumns\\\":\\\"\\\",\\\"srcConditionList\\\":[],"
+                + "\\\"mapColumnHive\\\":[],\\\"mapColumnJava\\\":[{\\\"prop\\\":\\\"id\\\",\\\"direct\\\":\\\"IN\\\",\\\"type\\\":\\\"VARCHAR\\\",\\\"value\\\":\\\"Integer\\\"}]}\","
+                + "\"targetParams\":\"{\\\"hiveDatabase\\\":\\\"stg\\\",\\\"hiveTable\\\":\\\"person_internal_2\\\",\\\"createHiveTable\\\":true,\\\"dropDelimiter\\\":false,"
+                + "\\\"hiveOverWrite\\\":true,\\\"replaceDelimiter\\\":\\\"\\\",\\\"hivePartitionKey\\\":\\\"date\\\",\\\"hivePartitionValue\\\":\\\"2020-02-16\\\"}\",\"localParams\":[]}";
+        SqoopParameters mysqlToHiveParams = JSONUtils.parseObject(mysqlToHive, SqoopParameters.class);
+        String mysqlToHiveScript = generator.generateSqoopJob(mysqlToHiveParams, mysqlTaskExecutionContext);
+        String mysqlToHiveExpected =
+            "sqoop import -D mapred.job.name=sqoop_import -m 1 --connect jdbc:mysql://192.168.0.111:3306/test --username kylo --password \"123456\" "
+                + "--query \"SELECT * FROM person_2 WHERE \\$CONDITIONS\" --map-column-java id=Integer --hive-import --hive-table stg.person_internal_2 "
+                + "--create-hive-table --hive-overwrite --delete-target-dir --hive-partition-key date --hive-partition-value 2020-02-16";
         Assert.assertEquals(mysqlToHiveExpected, mysqlToHiveScript);
 
         //sqoop CUSTOM job
         String sqoopCustomString = "{\"jobType\":\"CUSTOM\",\"localParams\":[],\"customShell\":\"sqoop import\"}";
-        SqoopParameters sqoopCustomParams = JSON.parseObject(sqoopCustomString, SqoopParameters.class);
+        SqoopParameters sqoopCustomParams = JSONUtils.parseObject(sqoopCustomString, SqoopParameters.class);
         String sqoopCustomScript = generator.generateSqoopJob(sqoopCustomParams, new TaskExecutionContext());
         String sqoopCustomExpected = "sqoop import";
         Assert.assertEquals(sqoopCustomExpected, sqoopCustomScript);
 
     }
 
-
     /**
      * get taskExecutionContext include mysql
+     *
      * @return TaskExecutionContext
      */
     private TaskExecutionContext getMysqlTaskExecutionContext() {
         TaskExecutionContext taskExecutionContext = new TaskExecutionContext();
         SqoopTaskExecutionContext sqoopTaskExecutionContext = new SqoopTaskExecutionContext();
-        String mysqlSourceConnectionParams = "{\"address\":\"jdbc:mysql://192.168.0.111:3306\",\"database\":\"test\",\"jdbcUrl\":\"jdbc:mysql://192.168.0.111:3306/test\",\"user\":\"kylo\",\"password\":\"123456\"}";
-        String mysqlTargetConnectionParams = "{\"address\":\"jdbc:mysql://192.168.0.111:3306\",\"database\":\"test\",\"jdbcUrl\":\"jdbc:mysql://192.168.0.111:3306/test\",\"user\":\"kylo\",\"password\":\"123456\"}";
+        String mysqlSourceConnectionParams =
+            "{\"address\":\"jdbc:mysql://192.168.0.111:3306\",\"database\":\"test\",\"jdbcUrl\":\"jdbc:mysql://192.168.0.111:3306/test\",\"user\":\"kylo\",\"password\":\"123456\"}";
+        String mysqlTargetConnectionParams =
+            "{\"address\":\"jdbc:mysql://192.168.0.111:3306\",\"database\":\"test\",\"jdbcUrl\":\"jdbc:mysql://192.168.0.111:3306/test\",\"user\":\"kylo\",\"password\":\"123456\"}";
         sqoopTaskExecutionContext.setDataSourceId(2);
         sqoopTaskExecutionContext.setDataTargetId(2);
         sqoopTaskExecutionContext.setSourcetype(0);
@@ -153,7 +188,7 @@ public class SqoopTaskTest {
      * Method: init
      */
     @Test
-    public void testInit(){
+    public void testInit() {
         try {
             sqoopTask.init();
         } catch (Exception e) {