Parse error for task added to multiple groups

airflow/exceptions.py

@@ -185,6 +185,23 @@ class DuplicateTaskIdFound(AirflowException):
     """Raise when a Task with duplicate task_id is defined in the same DAG."""
 
 
+class TaskAlreadyInTaskGroup(AirflowException):
+    """Raise when a Task cannot be added to a TaskGroup since it already belongs to another TaskGroup."""
+
+    def __init__(self, task_id: str, existing_group_id: Optional[str], new_group_id: str) -> None:
+        super().__init__(task_id, new_group_id)
+        self.task_id = task_id
+        self.existing_group_id = existing_group_id
+        self.new_group_id = new_group_id
+
+    def __str__(self) -> str:
+        if self.existing_group_id is None:
+            existing_group = "the DAG's root group"
+        else:
+            existing_group = f"group {self.existing_group_id!r}"
+        return f"cannot add {self.task_id!r} to {self.new_group_id!r} (already in {existing_group})"
+
+
 class SerializationError(AirflowException):
     """A problem occurred when trying to serialize a DAG."""
 

airflow/utils/task_group.py

@@ -24,7 +24,12 @@
 import weakref
 from typing import TYPE_CHECKING, Any, Dict, Generator, List, Optional, Sequence, Set, Tuple, Union
 
-from airflow.exceptions import AirflowDagCycleException, AirflowException, DuplicateTaskIdFound
+from airflow.exceptions import (
+    AirflowDagCycleException,
+    AirflowException,
+    DuplicateTaskIdFound,
+    TaskAlreadyInTaskGroup,
+)
 from airflow.models.taskmixin import DAGNode, DependencyMixin
 from airflow.serialization.enums import DagAttributeTypes
 from airflow.utils.helpers import validate_group_key
@@ -186,7 +191,16 @@ def __iter__(self):
                 yield child
 
     def add(self, task: DAGNode) -> None:
-        """Add a task to this TaskGroup."""
+        """Add a task to this TaskGroup.
+
+        :meta private:
+        """
+        from airflow.models.abstractoperator import AbstractOperator
+
+        existing_tg = task.task_group
+        if isinstance(task, AbstractOperator) and existing_tg is not None and existing_tg != self:
+            raise TaskAlreadyInTaskGroup(task.node_id, existing_tg.node_id, self.node_id)
+
         # Set the TG first, as setting it might change the return value of node_id!
         task.task_group = weakref.proxy(self)
         key = task.node_id

tests/utils/test_task_group.py

@@ -20,6 +20,7 @@
 import pytest
 
 from airflow.decorators import dag, task_group as task_group_decorator
+from airflow.exceptions import TaskAlreadyInTaskGroup
 from airflow.models import DAG
 from airflow.models.xcom_arg import XComArg
 from airflow.operators.bash import BashOperator
@@ -1201,3 +1202,24 @@ def nested_topo(group):
         ],
         task6,
     ]
+
+
+def test_add_to_sub_group():
+    with DAG("test_dag", start_date=pendulum.parse("20200101")):
+        tg = TaskGroup("section")
+        task = EmptyOperator(task_id="task")
+        with pytest.raises(TaskAlreadyInTaskGroup) as ctx:
+            tg.add(task)
+
+    assert str(ctx.value) == "cannot add 'task' to 'section' (already in the DAG's root group)"
+
+
+def test_add_to_another_group():
+    with DAG("test_dag", start_date=pendulum.parse("20200101")):
+        tg = TaskGroup("section_1")
+        with TaskGroup("section_2"):
+            task = EmptyOperator(task_id="task")
+        with pytest.raises(TaskAlreadyInTaskGroup) as ctx:
+            tg.add(task)
+
+    assert str(ctx.value) == "cannot add 'section_2.task' to 'section_1' (already in group 'section_2')"