diff --git a/dolphinscheduler-python/pydolphinscheduler/src/pydolphinscheduler/core/process_definition.py b/dolphinscheduler-python/pydolphinscheduler/src/pydolphinscheduler/core/process_definition.py
index 649e2ce51ab4f41ae1192691385e6683b5c7cd38..dbf2c4179597351827d41b46aacdb53fa357289d 100644
--- a/dolphinscheduler-python/pydolphinscheduler/src/pydolphinscheduler/core/process_definition.py
+++ b/dolphinscheduler-python/pydolphinscheduler/src/pydolphinscheduler/core/process_definition.py
@@ -350,14 +350,16 @@ class ProcessDefinition(Base):
 
         This method should be called before process definition submit to java gateway
         For now, we have below checker:
-        * `self.param` should be set if task `switch` in this workflow.
+        * `self.param` or at least one local param of task should be set if task `switch` in this workflow.
         """
         if (
             any([task.task_type == TaskType.SWITCH for task in self.tasks.values()])
             and self.param is None
+            and all([len(task.local_params) == 0 for task in self.tasks.values()])
         ):
             raise PyDSParamException(
-                "Parameter param must be provider if task Switch in process definition."
+                "Parameter param or at least one local_param of task must "
+                "be provider if task Switch in process definition."
             )
 
     def submit(self) -> int:
diff --git a/dolphinscheduler-python/pydolphinscheduler/src/pydolphinscheduler/tasks/switch.py b/dolphinscheduler-python/pydolphinscheduler/src/pydolphinscheduler/tasks/switch.py
index 28032f88e7bd93025bae4967683d510c8998c9d7..0c9a2b82b3df5ccbfc979426895a8757abd3daf9 100644
--- a/dolphinscheduler-python/pydolphinscheduler/src/pydolphinscheduler/tasks/switch.py
+++ b/dolphinscheduler-python/pydolphinscheduler/src/pydolphinscheduler/tasks/switch.py
@@ -129,7 +129,11 @@ class SwitchCondition(Base):
 
 
 class Switch(Task):
-    """Task switch object, declare behavior for switch task to dolphinscheduler."""
+    """Task switch object, declare behavior for switch task to dolphinscheduler.
+
+    Param of process definition or at least one local param of task must be set
+    if task `switch` in this workflow.
+    """
 
     def __init__(self, name: str, condition: SwitchCondition, *args, **kwargs):
         super().__init__(name, TaskType.SWITCH, *args, **kwargs)
diff --git a/dolphinscheduler-python/pydolphinscheduler/tests/core/test_process_definition.py b/dolphinscheduler-python/pydolphinscheduler/tests/core/test_process_definition.py
index 88028f72c71b8845921d128a8a0ddf322eb2b364..36e1cb035eeec6cb6c357f593dd7d90e551e9ccc 100644
--- a/dolphinscheduler-python/pydolphinscheduler/tests/core/test_process_definition.py
+++ b/dolphinscheduler-python/pydolphinscheduler/tests/core/test_process_definition.py
@@ -240,11 +240,38 @@ def test__pre_submit_check_switch_without_param(mock_code_version):
         parent >> switch
         with pytest.raises(
             PyDSParamException,
-            match="Parameter param must be provider if task Switch in process definition.",
+            match="Parameter param or at least one local_param of task must "
+            "be provider if task Switch in process definition.",
         ):
             pd._pre_submit_check()
 
 
+@patch(
+    "pydolphinscheduler.core.task.Task.gen_code_and_version",
+    return_value=(123, 1),
+)
+def test__pre_submit_check_switch_with_local_params(mock_code_version):
+    """Test :func:`_pre_submit_check` if process definition with switch with local params of task."""
+    with ProcessDefinition(TEST_PROCESS_DEFINITION_NAME) as pd:
+        parent = Task(
+            name="parent",
+            task_type=TEST_TASK_TYPE,
+            local_params=[
+                {"prop": "var", "direct": "OUT", "type": "VARCHAR", "value": ""}
+            ],
+        )
+        switch_child_1 = Task(name="switch_child_1", task_type=TEST_TASK_TYPE)
+        switch_child_2 = Task(name="switch_child_2", task_type=TEST_TASK_TYPE)
+        switch_condition = SwitchCondition(
+            Branch(condition="${var} > 1", task=switch_child_1),
+            Default(task=switch_child_2),
+        )
+
+        switch = Switch(name="switch", condition=switch_condition)
+        parent >> switch
+        pd._pre_submit_check()
+
+
 def test_process_definition_get_define_without_task():
     """Test process definition function get_define without task."""
     expect = {