diff --git a/docker/build/README.md b/docker/build/README.md
index 69273f9dac..4d3ac8767b 100644
--- a/docker/build/README.md
+++ b/docker/build/README.md
@@ -193,7 +193,7 @@ This environment variable sets `SPARK_HOME2`. The default value is `/opt/soft/sp
 
 **`PYTHON_HOME`**
 
-This environment variable sets `PYTHON_HOME`. The default value is `/usr/bin/python`.
+This environment variable sets `PYTHON_HOME`. The default value is `/usr`.
 
 **`JAVA_HOME`**
 
diff --git a/docker/build/README_zh_CN.md b/docker/build/README_zh_CN.md
index 96bfb80dd2..1dfc69c5ad 100644
--- a/docker/build/README_zh_CN.md
+++ b/docker/build/README_zh_CN.md
@@ -193,7 +193,7 @@ DolphinScheduler Docker 容器通过环境变量进行配置，缺省时将会
 
 **`PYTHON_HOME`**
 
-配置`dolphinscheduler`的`PYTHON_HOME`，默认值 `/usr/bin/python`。
+配置`dolphinscheduler`的`PYTHON_HOME`，默认值 `/usr`。
 
 **`JAVA_HOME`**
 
diff --git a/docker/build/conf/dolphinscheduler/env/dolphinscheduler_env.sh.tpl b/docker/build/conf/dolphinscheduler/env/dolphinscheduler_env.sh.tpl
index b09e4972cd..4463a3f227 100755
--- a/docker/build/conf/dolphinscheduler/env/dolphinscheduler_env.sh.tpl
+++ b/docker/build/conf/dolphinscheduler/env/dolphinscheduler_env.sh.tpl
@@ -25,4 +25,4 @@ export HIVE_HOME=$HIVE_HOME
 export FLINK_HOME=$FLINK_HOME
 export DATAX_HOME=$DATAX_HOME
 
-export PATH=$HADOOP_HOME/bin:$SPARK_HOME1/bin:$SPARK_HOME2/bin:$PYTHON_HOME:$JAVA_HOME/bin:$HIVE_HOME/bin:$PATH:$FLINK_HOME/bin:$DATAX_HOME:$PATH
+export PATH=$HADOOP_HOME/bin:$SPARK_HOME1/bin:$SPARK_HOME2/bin:$PYTHON_HOME/bin:$JAVA_HOME/bin:$HIVE_HOME/bin:$PATH:$FLINK_HOME/bin:$DATAX_HOME:$PATH
diff --git a/docker/build/startup-init-conf.sh b/docker/build/startup-init-conf.sh
index 95491268a9..b16100c405 100755
--- a/docker/build/startup-init-conf.sh
+++ b/docker/build/startup-init-conf.sh
@@ -42,7 +42,7 @@ export HADOOP_HOME=${HADOOP_HOME:-"/opt/soft/hadoop"}
 export HADOOP_CONF_DIR=${HADOOP_CONF_DIR:-"/opt/soft/hadoop/etc/hadoop"}
 export SPARK_HOME1=${SPARK_HOME1:-"/opt/soft/spark1"}
 export SPARK_HOME2=${SPARK_HOME2:-"/opt/soft/spark2"}
-export PYTHON_HOME=${PYTHON_HOME:-"/usr/bin/python"}
+export PYTHON_HOME=${PYTHON_HOME:-"/usr"}
 export JAVA_HOME=${JAVA_HOME:-"/usr/lib/jvm/java-1.8-openjdk"}
 export HIVE_HOME=${HIVE_HOME:-"/opt/soft/hive"}
 export FLINK_HOME=${FLINK_HOME:-"/opt/soft/flink"}
diff --git a/docker/docker-swarm/docker-compose.yml b/docker/docker-swarm/docker-compose.yml
index e8601708eb..5b2cf46b12 100644
--- a/docker/docker-swarm/docker-compose.yml
+++ b/docker/docker-swarm/docker-compose.yml
@@ -177,7 +177,7 @@ services:
       HADOOP_CONF_DIR: "/opt/soft/hadoop/etc/hadoop"
       SPARK_HOME1: "/opt/soft/spark1"
       SPARK_HOME2: "/opt/soft/spark2"
-      PYTHON_HOME: "/usr/bin/python"
+      #PYTHON_HOME: "/opt/soft/python"
       JAVA_HOME: "/usr/lib/jvm/java-1.8-openjdk"
       HIVE_HOME: "/opt/soft/hive"
       FLINK_HOME: "/opt/soft/flink"
diff --git a/docker/docker-swarm/docker-stack.yml b/docker/docker-swarm/docker-stack.yml
index 094890dfac..aab44a388d 100644
--- a/docker/docker-swarm/docker-stack.yml
+++ b/docker/docker-swarm/docker-stack.yml
@@ -171,7 +171,7 @@ services:
       HADOOP_CONF_DIR: "/opt/soft/hadoop/etc/hadoop"
       SPARK_HOME1: "/opt/soft/spark1"
       SPARK_HOME2: "/opt/soft/spark2"
-      PYTHON_HOME: "/usr/bin/python"
+      #PYTHON_HOME: "/opt/soft/python"
       JAVA_HOME: "/usr/lib/jvm/java-1.8-openjdk"
       HIVE_HOME: "/opt/soft/hive"
       FLINK_HOME: "/opt/soft/flink"
diff --git a/docker/kubernetes/dolphinscheduler/values.yaml b/docker/kubernetes/dolphinscheduler/values.yaml
index 896ae772d0..ba6b8eb8f8 100644
--- a/docker/kubernetes/dolphinscheduler/values.yaml
+++ b/docker/kubernetes/dolphinscheduler/values.yaml
@@ -76,12 +76,12 @@ common:
     - "export HADOOP_CONF_DIR=/opt/soft/hadoop/etc/hadoop"
     - "export SPARK_HOME1=/opt/soft/spark1"
     - "export SPARK_HOME2=/opt/soft/spark2"
-    - "export PYTHON_HOME=/usr/bin/python"
+    #- "export PYTHON_HOME=/opt/soft/python"
     - "export JAVA_HOME=/usr/lib/jvm/java-1.8-openjdk"
     - "export HIVE_HOME=/opt/soft/hive"
     - "export FLINK_HOME=/opt/soft/flink"
     - "export DATAX_HOME=/opt/soft/datax/bin/datax.py"
-    - "export PATH=$HADOOP_HOME/bin:$SPARK_HOME1/bin:$SPARK_HOME2/bin:$PYTHON_HOME:$JAVA_HOME/bin:$HIVE_HOME/bin:$FLINK_HOME/bin:$PATH"
+    - "export PATH=$HADOOP_HOME/bin:$SPARK_HOME1/bin:$SPARK_HOME2/bin:$JAVA_HOME/bin:$HIVE_HOME/bin:$FLINK_HOME/bin:$PATH"
     DOLPHINSCHEDULER_DATA_BASEDIR_PATH: "/tmp/dolphinscheduler"
     RESOURCE_STORAGE_TYPE: "HDFS"
     RESOURCE_UPLOAD_PATH: "/dolphinscheduler"
diff --git a/dolphinscheduler-server/src/main/java/org/apache/dolphinscheduler/server/worker/task/PythonCommandExecutor.java b/dolphinscheduler-server/src/main/java/org/apache/dolphinscheduler/server/worker/task/PythonCommandExecutor.java
index 344d00fa88..8340b788b2 100644
--- a/dolphinscheduler-server/src/main/java/org/apache/dolphinscheduler/server/worker/task/PythonCommandExecutor.java
+++ b/dolphinscheduler-server/src/main/java/org/apache/dolphinscheduler/server/worker/task/PythonCommandExecutor.java
@@ -109,8 +109,8 @@ public class PythonCommandExecutor extends AbstractCommandExecutor {
     }
 
     /**
-     * get python home
-     * @return python home
+     * Gets the command path to which Python can execute
+     * @return python command path
      */
     @Override
     protected String commandInterpreter() {
@@ -118,21 +118,17 @@ public class PythonCommandExecutor extends AbstractCommandExecutor {
         if (StringUtils.isEmpty(pythonHome)){
             return PYTHON;
         }
-        return pythonHome;
+        return pythonHome + "/bin/python";
     }
 
 
 
     /**
-     *  get the absolute path of the Python command
+     *  get the absolute path of the Python are installed
      *  note :
-     *  common.properties
-     *  PYTHON_HOME configured under common.properties is Python absolute path, not PYTHON_HOME itself
      *
      *  for example :
-     *  your PYTHON_HOM is /opt/python3.7/
-     *  you must set PYTHON_HOME is /opt/python3.7/python under nder common.properties
-     *  dolphinscheduler.env.path file.
+     *  your PYTHON_HOM is /opt/python3.7
      *
      * @param envPath env path
      * @return python home
diff --git a/dolphinscheduler-server/src/test/java/org/apache/dolphinscheduler/server/worker/EnvFileTest.java b/dolphinscheduler-server/src/test/java/org/apache/dolphinscheduler/server/worker/EnvFileTest.java
index dc2a6008f7..34f5d2f660 100644
--- a/dolphinscheduler-server/src/test/java/org/apache/dolphinscheduler/server/worker/EnvFileTest.java
+++ b/dolphinscheduler-server/src/test/java/org/apache/dolphinscheduler/server/worker/EnvFileTest.java
@@ -17,6 +17,7 @@
 
 package org.apache.dolphinscheduler.server.worker;
 
+import org.apache.dolphinscheduler.common.Constants;
 import org.apache.dolphinscheduler.common.utils.StringUtils;
 
 import java.io.BufferedReader;
@@ -51,7 +52,7 @@ public class EnvFileTest {
         try {
             br = new BufferedReader(new InputStreamReader(new FileInputStream(path)));
             while ((line = br.readLine()) != null){
-                if (line.contains("PYTHON_HOME")){
+                if (line.contains(Constants.PYTHON_HOME)) {
                     sb.append(line);
                     break;
                 }
diff --git a/script/env/dolphinscheduler_env.sh b/script/env/dolphinscheduler_env.sh
index 026b620203..9fb9f55d70 100755
--- a/script/env/dolphinscheduler_env.sh
+++ b/script/env/dolphinscheduler_env.sh
@@ -25,4 +25,4 @@ export HIVE_HOME=/opt/soft/hive
 export FLINK_HOME=/opt/soft/flink
 export DATAX_HOME=/opt/soft/datax/bin/datax.py
 
-export PATH=$HADOOP_HOME/bin:$SPARK_HOME1/bin:$SPARK_HOME2/bin:$PYTHON_HOME:$JAVA_HOME/bin:$HIVE_HOME/bin:$PATH:$FLINK_HOME/bin:$DATAX_HOME:$PATH
+export PATH=$HADOOP_HOME/bin:$SPARK_HOME1/bin:$SPARK_HOME2/bin:$PYTHON_HOME/bin:$JAVA_HOME/bin:$HIVE_HOME/bin:$PATH:$FLINK_HOME/bin:$DATAX_HOME:$PATH