diff --git a/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/event/TaskDelayEventHandler.java b/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/event/TaskDelayEventHandler.java
index 25fa88dd00..ec3382aa3f 100644
--- a/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/event/TaskDelayEventHandler.java
+++ b/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/event/TaskDelayEventHandler.java
@@ -109,7 +109,7 @@ public class TaskDelayEventHandler implements TaskEventHandler {
     private void sendAckToWorker(TaskEvent taskEvent) {
         // If event handle success, send ack to worker to otherwise the worker will retry this event
         TaskExecuteRunningAckMessage taskExecuteRunningAckMessage =
-            new TaskExecuteRunningAckMessage(ExecutionStatus.SUCCESS.getCode(), taskEvent.getTaskInstanceId());
+            new TaskExecuteRunningAckMessage(ExecutionStatus.SUCCESS, taskEvent.getTaskInstanceId());
         taskEvent.getChannel().writeAndFlush(taskExecuteRunningAckMessage.convert2Command());
     }
 
diff --git a/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/event/TaskRejectByWorkerEventHandler.java b/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/event/TaskRejectByWorkerEventHandler.java
index ac4dab50f2..ab63ada0ed 100644
--- a/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/event/TaskRejectByWorkerEventHandler.java
+++ b/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/event/TaskRejectByWorkerEventHandler.java
@@ -69,7 +69,7 @@ public class TaskRejectByWorkerEventHandler implements TaskEventHandler {
     }
 
     public void sendAckToWorker(TaskEvent taskEvent) {
-        TaskRejectAckCommand taskRejectAckMessage = new TaskRejectAckCommand(ExecutionStatus.SUCCESS.getCode(),
+        TaskRejectAckCommand taskRejectAckMessage = new TaskRejectAckCommand(ExecutionStatus.SUCCESS,
                                                                              taskEvent.getTaskInstanceId(),
                                                                              masterConfig.getMasterAddress(),
                                                                              taskEvent.getWorkerAddress(),
diff --git a/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/event/TaskResultEventHandler.java b/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/event/TaskResultEventHandler.java
index bd0708e26c..b50a81311d 100644
--- a/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/event/TaskResultEventHandler.java
+++ b/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/event/TaskResultEventHandler.java
@@ -110,7 +110,7 @@ public class TaskResultEventHandler implements TaskEventHandler {
 
     public void sendAckToWorker(TaskEvent taskEvent) {
         // we didn't set the receiver address, since the ack doen's need to retry
-        TaskExecuteAckCommand taskExecuteAckMessage = new TaskExecuteAckCommand(ExecutionStatus.SUCCESS.getCode(),
+        TaskExecuteAckCommand taskExecuteAckMessage = new TaskExecuteAckCommand(ExecutionStatus.SUCCESS,
                                                                                 taskEvent.getTaskInstanceId(),
                                                                                 masterConfig.getMasterAddress(),
                                                                                 taskEvent.getWorkerAddress(),
diff --git a/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/event/TaskRunningEventHandler.java b/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/event/TaskRunningEventHandler.java
index d271839596..a4de2d4b44 100644
--- a/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/event/TaskRunningEventHandler.java
+++ b/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/event/TaskRunningEventHandler.java
@@ -107,7 +107,7 @@ public class TaskRunningEventHandler implements TaskEventHandler {
     private void sendAckToWorker(TaskEvent taskEvent) {
         // If event handle success, send ack to worker to otherwise the worker will retry this event
         TaskExecuteRunningAckMessage taskExecuteRunningAckMessage =
-            new TaskExecuteRunningAckMessage(ExecutionStatus.SUCCESS.getCode(), taskEvent.getTaskInstanceId());
+            new TaskExecuteRunningAckMessage(ExecutionStatus.SUCCESS, taskEvent.getTaskInstanceId());
         taskEvent.getChannel().writeAndFlush(taskExecuteRunningAckMessage.convert2Command());
     }
 
diff --git a/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/processor/queue/StateEventResponseService.java b/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/processor/queue/StateEventResponseService.java
index 80c90ee1b7..a09d661ebd 100644
--- a/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/processor/queue/StateEventResponseService.java
+++ b/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/processor/queue/StateEventResponseService.java
@@ -136,7 +136,7 @@ public class StateEventResponseService {
     private void writeResponse(StateEvent stateEvent, ExecutionStatus status) {
         Channel channel = stateEvent.getChannel();
         if (channel != null) {
-            StateEventResponseCommand command = new StateEventResponseCommand(status.getCode(), stateEvent.getKey());
+            StateEventResponseCommand command = new StateEventResponseCommand(status, stateEvent.getKey());
             channel.writeAndFlush(command.convert2Command());
         }
     }
diff --git a/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/processor/queue/TaskEvent.java b/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/processor/queue/TaskEvent.java
index a2cee4986c..1a367a96a2 100644
--- a/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/processor/queue/TaskEvent.java
+++ b/dolphinscheduler-master/src/main/java/org/apache/dolphinscheduler/server/master/processor/queue/TaskEvent.java
@@ -109,7 +109,7 @@ public class TaskEvent {
         TaskEvent event = new TaskEvent();
         event.setProcessInstanceId(command.getProcessInstanceId());
         event.setTaskInstanceId(command.getTaskInstanceId());
-        event.setState(ExecutionStatus.of(command.getStatus()));
+        event.setState(command.getStatus());
         event.setStartTime(command.getStartTime());
         event.setExecutePath(command.getExecutePath());
         event.setLogPath(command.getLogPath());
diff --git a/dolphinscheduler-master/src/test/java/org/apache/dolphinscheduler/server/master/processor/TaskAckProcessorTest.java b/dolphinscheduler-master/src/test/java/org/apache/dolphinscheduler/server/master/processor/TaskAckProcessorTest.java
index 8c15cd9cbe..0f3d1431da 100644
--- a/dolphinscheduler-master/src/test/java/org/apache/dolphinscheduler/server/master/processor/TaskAckProcessorTest.java
+++ b/dolphinscheduler-master/src/test/java/org/apache/dolphinscheduler/server/master/processor/TaskAckProcessorTest.java
@@ -17,6 +17,7 @@
 
 package org.apache.dolphinscheduler.server.master.processor;
 
+import org.apache.dolphinscheduler.plugin.task.api.enums.ExecutionStatus;
 import org.apache.dolphinscheduler.remote.command.TaskExecuteRunningCommand;
 import org.apache.dolphinscheduler.server.master.processor.queue.TaskEvent;
 import org.apache.dolphinscheduler.server.master.processor.queue.TaskEventService;
@@ -66,7 +67,7 @@ public class TaskAckProcessorTest {
         taskExecuteRunningMessage = new TaskExecuteRunningCommand("127.0.0.1:5678",
                                                                   " 127.0.0.1:1234",
                                                                   System.currentTimeMillis());
-        taskExecuteRunningMessage.setStatus(1);
+        taskExecuteRunningMessage.setStatus(ExecutionStatus.RUNNING_EXECUTION);
         taskExecuteRunningMessage.setExecutePath("/dolphinscheduler/worker");
         taskExecuteRunningMessage.setHost("localhost");
         taskExecuteRunningMessage.setLogPath("/temp/worker.log");
diff --git a/dolphinscheduler-master/src/test/java/org/apache/dolphinscheduler/server/master/processor/TaskKillResponseProcessorTest.java b/dolphinscheduler-master/src/test/java/org/apache/dolphinscheduler/server/master/processor/TaskKillResponseProcessorTest.java
index c7f047569e..50c1231348 100644
--- a/dolphinscheduler-master/src/test/java/org/apache/dolphinscheduler/server/master/processor/TaskKillResponseProcessorTest.java
+++ b/dolphinscheduler-master/src/test/java/org/apache/dolphinscheduler/server/master/processor/TaskKillResponseProcessorTest.java
@@ -17,6 +17,7 @@
 
 package org.apache.dolphinscheduler.server.master.processor;
 
+import org.apache.dolphinscheduler.plugin.task.api.enums.ExecutionStatus;
 import org.apache.dolphinscheduler.remote.command.Command;
 import org.apache.dolphinscheduler.remote.command.CommandType;
 import org.apache.dolphinscheduler.remote.command.TaskKillResponseCommand;
@@ -50,7 +51,7 @@ public class TaskKillResponseProcessorTest {
                 new ArrayList<String>() {{ add("task_1"); }});
         taskKillResponseCommand.setHost("localhost");
         taskKillResponseCommand.setProcessId(1);
-        taskKillResponseCommand.setStatus(1);
+        taskKillResponseCommand.setStatus(ExecutionStatus.RUNNING_EXECUTION);
         taskKillResponseCommand.setTaskInstanceId(1);
 
     }
diff --git a/dolphinscheduler-master/src/test/java/org/apache/dolphinscheduler/server/master/processor/queue/TaskResponseServiceTest.java b/dolphinscheduler-master/src/test/java/org/apache/dolphinscheduler/server/master/processor/queue/TaskResponseServiceTest.java
index f87dd33689..5df4d918b4 100644
--- a/dolphinscheduler-master/src/test/java/org/apache/dolphinscheduler/server/master/processor/queue/TaskResponseServiceTest.java
+++ b/dolphinscheduler-master/src/test/java/org/apache/dolphinscheduler/server/master/processor/queue/TaskResponseServiceTest.java
@@ -78,7 +78,7 @@ public class TaskResponseServiceTest {
                                                                                             System.currentTimeMillis());
         taskExecuteRunningMessage.setProcessId(1);
         taskExecuteRunningMessage.setTaskInstanceId(22);
-        taskExecuteRunningMessage.setStatus(ExecutionStatus.RUNNING_EXECUTION.getCode());
+        taskExecuteRunningMessage.setStatus(ExecutionStatus.RUNNING_EXECUTION);
         taskExecuteRunningMessage.setExecutePath("path");
         taskExecuteRunningMessage.setLogPath("logPath");
         taskExecuteRunningMessage.setHost("127.*.*.*");
diff --git a/dolphinscheduler-remote/src/main/java/org/apache/dolphinscheduler/remote/command/StateEventResponseCommand.java b/dolphinscheduler-remote/src/main/java/org/apache/dolphinscheduler/remote/command/StateEventResponseCommand.java
index 5500c744bd..c080ce94f1 100644
--- a/dolphinscheduler-remote/src/main/java/org/apache/dolphinscheduler/remote/command/StateEventResponseCommand.java
+++ b/dolphinscheduler-remote/src/main/java/org/apache/dolphinscheduler/remote/command/StateEventResponseCommand.java
@@ -18,6 +18,7 @@
 package org.apache.dolphinscheduler.remote.command;
 
 import org.apache.dolphinscheduler.common.utils.JSONUtils;
+import org.apache.dolphinscheduler.plugin.task.api.enums.ExecutionStatus;
 
 import java.io.Serializable;
 
@@ -27,22 +28,22 @@ import java.io.Serializable;
 public class StateEventResponseCommand implements Serializable {
 
     private String key;
-    private int status;
+    private ExecutionStatus status;
 
     public StateEventResponseCommand() {
         super();
     }
 
-    public StateEventResponseCommand(int status, String key) {
+    public StateEventResponseCommand(ExecutionStatus status, String key) {
         this.status = status;
         this.key = key;
     }
 
-    public int getStatus() {
+    public ExecutionStatus getStatus() {
         return status;
     }
 
-    public void setStatus(int status) {
+    public void setStatus(ExecutionStatus status) {
         this.status = status;
     }
 
diff --git a/dolphinscheduler-remote/src/main/java/org/apache/dolphinscheduler/remote/command/TaskExecuteAckCommand.java b/dolphinscheduler-remote/src/main/java/org/apache/dolphinscheduler/remote/command/TaskExecuteAckCommand.java
index a70cf8f239..b423fc6f91 100644
--- a/dolphinscheduler-remote/src/main/java/org/apache/dolphinscheduler/remote/command/TaskExecuteAckCommand.java
+++ b/dolphinscheduler-remote/src/main/java/org/apache/dolphinscheduler/remote/command/TaskExecuteAckCommand.java
@@ -18,6 +18,7 @@
 package org.apache.dolphinscheduler.remote.command;
 
 import org.apache.dolphinscheduler.common.utils.JSONUtils;
+import org.apache.dolphinscheduler.plugin.task.api.enums.ExecutionStatus;
 
 import lombok.Data;
 import lombok.EqualsAndHashCode;
@@ -35,9 +36,9 @@ import lombok.ToString;
 public class TaskExecuteAckCommand extends BaseCommand {
 
     private int taskInstanceId;
-    private int status;
+    private ExecutionStatus status;
 
-    public TaskExecuteAckCommand(int status,
+    public TaskExecuteAckCommand(ExecutionStatus status,
                                  int taskInstanceId,
                                  String sourceServerAddress,
                                  String messageReceiverAddress,
diff --git a/dolphinscheduler-remote/src/main/java/org/apache/dolphinscheduler/remote/command/TaskExecuteRunningAckMessage.java b/dolphinscheduler-remote/src/main/java/org/apache/dolphinscheduler/remote/command/TaskExecuteRunningAckMessage.java
index 3e17ade0ad..fbbe9190b5 100644
--- a/dolphinscheduler-remote/src/main/java/org/apache/dolphinscheduler/remote/command/TaskExecuteRunningAckMessage.java
+++ b/dolphinscheduler-remote/src/main/java/org/apache/dolphinscheduler/remote/command/TaskExecuteRunningAckMessage.java
@@ -18,6 +18,7 @@
 package org.apache.dolphinscheduler.remote.command;
 
 import org.apache.dolphinscheduler.common.utils.JSONUtils;
+import org.apache.dolphinscheduler.plugin.task.api.enums.ExecutionStatus;
 
 import java.io.Serializable;
 
@@ -28,13 +29,13 @@ import java.io.Serializable;
 public class TaskExecuteRunningAckMessage implements Serializable {
 
     private int taskInstanceId;
-    private int status;
+    private ExecutionStatus status;
 
     public TaskExecuteRunningAckMessage() {
         super();
     }
 
-    public TaskExecuteRunningAckMessage(int status, int taskInstanceId) {
+    public TaskExecuteRunningAckMessage(ExecutionStatus status, int taskInstanceId) {
         this.status = status;
         this.taskInstanceId = taskInstanceId;
     }
@@ -47,11 +48,11 @@ public class TaskExecuteRunningAckMessage implements Serializable {
         this.taskInstanceId = taskInstanceId;
     }
 
-    public int getStatus() {
+    public ExecutionStatus getStatus() {
         return status;
     }
 
-    public void setStatus(int status) {
+    public void setStatus(ExecutionStatus status) {
         this.status = status;
     }
 
diff --git a/dolphinscheduler-remote/src/main/java/org/apache/dolphinscheduler/remote/command/TaskExecuteRunningCommand.java b/dolphinscheduler-remote/src/main/java/org/apache/dolphinscheduler/remote/command/TaskExecuteRunningCommand.java
index 241d37744a..3a0bcea227 100644
--- a/dolphinscheduler-remote/src/main/java/org/apache/dolphinscheduler/remote/command/TaskExecuteRunningCommand.java
+++ b/dolphinscheduler-remote/src/main/java/org/apache/dolphinscheduler/remote/command/TaskExecuteRunningCommand.java
@@ -18,6 +18,7 @@
 package org.apache.dolphinscheduler.remote.command;
 
 import org.apache.dolphinscheduler.common.utils.JSONUtils;
+import org.apache.dolphinscheduler.plugin.task.api.enums.ExecutionStatus;
 
 import java.util.Date;
 
@@ -58,7 +59,7 @@ public class TaskExecuteRunningCommand extends BaseCommand {
     /**
      * status
      */
-    private int status;
+    private ExecutionStatus status;
 
     /**
      * logPath
diff --git a/dolphinscheduler-remote/src/main/java/org/apache/dolphinscheduler/remote/command/TaskKillResponseCommand.java b/dolphinscheduler-remote/src/main/java/org/apache/dolphinscheduler/remote/command/TaskKillResponseCommand.java
index 03ad4dd694..55ce7ebc84 100644
--- a/dolphinscheduler-remote/src/main/java/org/apache/dolphinscheduler/remote/command/TaskKillResponseCommand.java
+++ b/dolphinscheduler-remote/src/main/java/org/apache/dolphinscheduler/remote/command/TaskKillResponseCommand.java
@@ -18,6 +18,7 @@
 package org.apache.dolphinscheduler.remote.command;
 
 import org.apache.dolphinscheduler.common.utils.JSONUtils;
+import org.apache.dolphinscheduler.plugin.task.api.enums.ExecutionStatus;
 
 import java.io.Serializable;
 import java.util.List;
@@ -40,7 +41,7 @@ public class TaskKillResponseCommand implements Serializable {
     /**
      * status
      */
-    private int status;
+    private ExecutionStatus status;
 
 
     /**
@@ -69,11 +70,11 @@ public class TaskKillResponseCommand implements Serializable {
         this.host = host;
     }
 
-    public int getStatus() {
+    public ExecutionStatus getStatus() {
         return status;
     }
 
-    public void setStatus(int status) {
+    public void setStatus(ExecutionStatus status) {
         this.status = status;
     }
 
@@ -111,7 +112,7 @@ public class TaskKillResponseCommand implements Serializable {
         return "TaskKillResponseCommand{"
                 + "taskInstanceId=" + taskInstanceId
                 + ", host='" + host + '\''
-                + ", status=" + status
+                + ", status=" + status.getDescp()
                 + ", processId=" + processId
                 + ", appIds=" + appIds
                 + '}';
diff --git a/dolphinscheduler-remote/src/main/java/org/apache/dolphinscheduler/remote/command/TaskRejectAckCommand.java b/dolphinscheduler-remote/src/main/java/org/apache/dolphinscheduler/remote/command/TaskRejectAckCommand.java
index aed647bb4c..f6f57e027f 100644
--- a/dolphinscheduler-remote/src/main/java/org/apache/dolphinscheduler/remote/command/TaskRejectAckCommand.java
+++ b/dolphinscheduler-remote/src/main/java/org/apache/dolphinscheduler/remote/command/TaskRejectAckCommand.java
@@ -18,6 +18,7 @@
 package org.apache.dolphinscheduler.remote.command;
 
 import org.apache.dolphinscheduler.common.utils.JSONUtils;
+import org.apache.dolphinscheduler.plugin.task.api.enums.ExecutionStatus;
 
 import lombok.Data;
 import lombok.EqualsAndHashCode;
@@ -31,9 +32,9 @@ import lombok.ToString;
 public class TaskRejectAckCommand extends BaseCommand {
 
     private int taskInstanceId;
-    private int status;
+    private ExecutionStatus status;
 
-    public TaskRejectAckCommand(int status,
+    public TaskRejectAckCommand(ExecutionStatus status,
                                 int taskInstanceId,
                                 String messageSenderAddress,
                                 String messageReceiverAddress,
diff --git a/dolphinscheduler-worker/src/main/java/org/apache/dolphinscheduler/server/worker/message/TaskExecuteRunningMessageSender.java b/dolphinscheduler-worker/src/main/java/org/apache/dolphinscheduler/server/worker/message/TaskExecuteRunningMessageSender.java
index 7891f4be70..7ba75efba1 100644
--- a/dolphinscheduler-worker/src/main/java/org/apache/dolphinscheduler/server/worker/message/TaskExecuteRunningMessageSender.java
+++ b/dolphinscheduler-worker/src/main/java/org/apache/dolphinscheduler/server/worker/message/TaskExecuteRunningMessageSender.java
@@ -52,7 +52,7 @@ public class TaskExecuteRunningMessageSender implements MessageSender<TaskExecut
                                             System.currentTimeMillis());
         taskExecuteRunningMessage.setTaskInstanceId(taskExecutionContext.getTaskInstanceId());
         taskExecuteRunningMessage.setProcessInstanceId(taskExecutionContext.getProcessInstanceId());
-        taskExecuteRunningMessage.setStatus(taskExecutionContext.getCurrentExecutionStatus().getCode());
+        taskExecuteRunningMessage.setStatus(taskExecutionContext.getCurrentExecutionStatus());
         taskExecuteRunningMessage.setLogPath(taskExecutionContext.getLogPath());
         taskExecuteRunningMessage.setHost(taskExecutionContext.getHost());
         taskExecuteRunningMessage.setStartTime(taskExecutionContext.getStartTime());
diff --git a/dolphinscheduler-worker/src/main/java/org/apache/dolphinscheduler/server/worker/processor/TaskExecuteResultAckProcessor.java b/dolphinscheduler-worker/src/main/java/org/apache/dolphinscheduler/server/worker/processor/TaskExecuteResultAckProcessor.java
index c60c283c7f..78cb1fda72 100644
--- a/dolphinscheduler-worker/src/main/java/org/apache/dolphinscheduler/server/worker/processor/TaskExecuteResultAckProcessor.java
+++ b/dolphinscheduler-worker/src/main/java/org/apache/dolphinscheduler/server/worker/processor/TaskExecuteResultAckProcessor.java
@@ -62,17 +62,17 @@ public class TaskExecuteResultAckProcessor implements NettyRequestProcessor {
 
         try {
             LoggerUtils.setTaskInstanceIdMDC(taskExecuteAckMessage.getTaskInstanceId());
-            if (taskExecuteAckMessage.getStatus() == ExecutionStatus.SUCCESS.getCode()) {
+            if (taskExecuteAckMessage.getStatus() == ExecutionStatus.SUCCESS) {
                 messageRetryRunner.removeRetryMessage(taskExecuteAckMessage.getTaskInstanceId(),
                                                       CommandType.TASK_EXECUTE_RESULT);
                 logger.debug("remove REMOTE_CHANNELS, task instance id:{}", taskExecuteAckMessage.getTaskInstanceId());
-            } else if (taskExecuteAckMessage.getStatus() == ExecutionStatus.FAILURE.getCode()) {
+            } else if (taskExecuteAckMessage.getStatus() == ExecutionStatus.FAILURE) {
                 // master handle worker response error, will still retry
                 logger.error("Receive task execute result ack message, the message status is not success, message: {}",
-                             taskExecuteAckMessage);
+                        taskExecuteAckMessage);
             } else {
                 throw new IllegalArgumentException("Invalid task execute response ack status: "
-                                                       + taskExecuteAckMessage.getStatus());
+                        + taskExecuteAckMessage.getStatus());
             }
         } finally {
             LoggerUtils.removeTaskInstanceIdMDC();
diff --git a/dolphinscheduler-worker/src/main/java/org/apache/dolphinscheduler/server/worker/processor/TaskExecuteRunningAckProcessor.java b/dolphinscheduler-worker/src/main/java/org/apache/dolphinscheduler/server/worker/processor/TaskExecuteRunningAckProcessor.java
index b85db0cb64..2a53355dba 100644
--- a/dolphinscheduler-worker/src/main/java/org/apache/dolphinscheduler/server/worker/processor/TaskExecuteRunningAckProcessor.java
+++ b/dolphinscheduler-worker/src/main/java/org/apache/dolphinscheduler/server/worker/processor/TaskExecuteRunningAckProcessor.java
@@ -61,7 +61,7 @@ public class TaskExecuteRunningAckProcessor implements NettyRequestProcessor {
             LoggerUtils.setTaskInstanceIdMDC(runningAckCommand.getTaskInstanceId());
             logger.info("task execute running ack command : {}", runningAckCommand);
 
-            if (runningAckCommand.getStatus() == ExecutionStatus.SUCCESS.getCode()) {
+            if (runningAckCommand.getStatus() == ExecutionStatus.SUCCESS) {
                 messageRetryRunner.removeRetryMessage(runningAckCommand.getTaskInstanceId(),
                                                       CommandType.TASK_EXECUTE_RUNNING);
             }
diff --git a/dolphinscheduler-worker/src/main/java/org/apache/dolphinscheduler/server/worker/processor/TaskKillProcessor.java b/dolphinscheduler-worker/src/main/java/org/apache/dolphinscheduler/server/worker/processor/TaskKillProcessor.java
index 7e18fbbbef..328cb48a86 100644
--- a/dolphinscheduler-worker/src/main/java/org/apache/dolphinscheduler/server/worker/processor/TaskKillProcessor.java
+++ b/dolphinscheduler-worker/src/main/java/org/apache/dolphinscheduler/server/worker/processor/TaskKillProcessor.java
@@ -122,7 +122,7 @@ public class TaskKillProcessor implements NettyRequestProcessor {
 
     private void sendTaskKillResponseCommand(Channel channel, TaskExecutionContext taskExecutionContext) {
         TaskKillResponseCommand taskKillResponseCommand = new TaskKillResponseCommand();
-        taskKillResponseCommand.setStatus(taskExecutionContext.getCurrentExecutionStatus().getCode());
+        taskKillResponseCommand.setStatus(taskExecutionContext.getCurrentExecutionStatus());
         taskKillResponseCommand.setAppIds(Arrays.asList(taskExecutionContext.getAppIds().split(TaskConstants.COMMA)));
         taskKillResponseCommand.setTaskInstanceId(taskExecutionContext.getTaskInstanceId());
         taskKillResponseCommand.setHost(taskExecutionContext.getHost());
diff --git a/dolphinscheduler-worker/src/main/java/org/apache/dolphinscheduler/server/worker/processor/TaskRejectAckProcessor.java b/dolphinscheduler-worker/src/main/java/org/apache/dolphinscheduler/server/worker/processor/TaskRejectAckProcessor.java
index 850630efe4..50abbb8f7a 100644
--- a/dolphinscheduler-worker/src/main/java/org/apache/dolphinscheduler/server/worker/processor/TaskRejectAckProcessor.java
+++ b/dolphinscheduler-worker/src/main/java/org/apache/dolphinscheduler/server/worker/processor/TaskRejectAckProcessor.java
@@ -55,7 +55,7 @@ public class TaskRejectAckProcessor implements NettyRequestProcessor {
         }
         try {
             LoggerUtils.setTaskInstanceIdMDC(taskRejectAckMessage.getTaskInstanceId());
-            if (taskRejectAckMessage.getStatus() == ExecutionStatus.SUCCESS.getCode()) {
+            if (taskRejectAckMessage.getStatus() == ExecutionStatus.SUCCESS) {
                 messageRetryRunner.removeRetryMessage(taskRejectAckMessage.getTaskInstanceId(),
                                                       CommandType.TASK_REJECT);
                 logger.debug("removeRecallCache: task instance id:{}", taskRejectAckMessage.getTaskInstanceId());
diff --git a/dolphinscheduler-worker/src/main/java/org/apache/dolphinscheduler/server/worker/runner/TaskExecuteThread.java b/dolphinscheduler-worker/src/main/java/org/apache/dolphinscheduler/server/worker/runner/TaskExecuteThread.java
index 9f2ad933ad..ce9eee6a22 100644
--- a/dolphinscheduler-worker/src/main/java/org/apache/dolphinscheduler/server/worker/runner/TaskExecuteThread.java
+++ b/dolphinscheduler-worker/src/main/java/org/apache/dolphinscheduler/server/worker/runner/TaskExecuteThread.java
@@ -207,10 +207,10 @@ public class TaskExecuteThread implements Runnable, Delayed {
 
             // task result process
             if (this.task.getNeedAlert()) {
-                sendAlert(this.task.getTaskAlertInfo(), this.task.getExitStatus().getCode());
+                sendAlert(this.task.getTaskAlertInfo(), this.task.getExitStatus());
             }
 
-            taskExecutionContext.setCurrentExecutionStatus(ExecutionStatus.of(this.task.getExitStatus().getCode()));
+            taskExecutionContext.setCurrentExecutionStatus(this.task.getExitStatus());
             taskExecutionContext.setEndTime(DateUtils.getCurrentDate());
             taskExecutionContext.setProcessId(this.task.getProcessId());
             taskExecutionContext.setAppIds(this.task.getAppIds());
@@ -233,8 +233,8 @@ public class TaskExecuteThread implements Runnable, Delayed {
         }
     }
 
-    private void sendAlert(TaskAlertInfo taskAlertInfo, int status) {
-        int strategy = status == ExecutionStatus.SUCCESS.getCode() ? WarningType.SUCCESS.getCode() : WarningType.FAILURE.getCode();
+    private void sendAlert(TaskAlertInfo taskAlertInfo, ExecutionStatus status) {
+        int strategy = status == ExecutionStatus.SUCCESS ? WarningType.SUCCESS.getCode() : WarningType.FAILURE.getCode();
         alertClientService.sendAlert(taskAlertInfo.getAlertGroupId(), taskAlertInfo.getTitle(), taskAlertInfo.getContent(), strategy);
     }