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56 changes: 48 additions & 8 deletions airflow-core/src/airflow/serialization/definitions/taskgroup.py
Original file line number Diff line number Diff line change
Expand Up @@ -215,6 +215,20 @@ def iter_mapped_task_groups(self) -> Iterator[SerializedMappedTaskGroup]:
yield group
group = group.parent_group

def hierarchical_alphabetical_sort(self) -> list[DAGNode]:
"""
Sort children in hierarchical alphabetical order.

- groups in alphabetical order first
- tasks in alphabetical order after them.

:return: list of tasks in hierarchical alphabetical order
"""
return sorted(
self.children.values(),
key=lambda node: (not isinstance(node, SerializedTaskGroup), node.node_id),
)

def topological_sort(self) -> list[DAGNode]:
"""
Sorts children in topographical order.
Expand All @@ -228,19 +242,45 @@ def topological_sort(self) -> list[DAGNode]:
if not self.children:
return graph_sorted
while graph_unsorted:
acyclic = False
for node in list(graph_unsorted.values()):
for edge in node.upstream_list:
if edge.node_id in graph_unsorted:
break
# Check for task's group is a child (or grand child) of this TG,
tg = edge.task_group
while tg:
if tg.node_id in graph_unsorted:
# Check if node has upstream dependencies still in the unsorted graph
has_upstream_in_graph = False

if isinstance(node, SerializedTaskGroup):
# For task groups, check upstream_group_ids and upstream_task_ids
for upstream_id in node.upstream_group_ids | node.upstream_task_ids:
if upstream_id in graph_unsorted:
has_upstream_in_graph = True
break
tg = tg.parent_group
else:
# For tasks, use upstream_list
for edge in node.upstream_list:
if edge.node_id in graph_unsorted:
has_upstream_in_graph = True
break
# Check for task's group is a child (or grand child) of this TG
tg = edge.task_group
while tg:
if tg.node_id in graph_unsorted:
has_upstream_in_graph = True
break
tg = tg.parent_group
if has_upstream_in_graph:
break

if not has_upstream_in_graph:
# No upstream dependencies in graph, add to sorted list
acyclic = True
del graph_unsorted[node.node_id]
graph_sorted.append(node)

if not acyclic:
# If no nodes were resolved, we have a cycle or stuck state
# Add remaining nodes in arbitrary order to avoid losing them
for node in graph_unsorted.values():
graph_sorted.append(node)
break
return graph_sorted

def add(self, node: DAGNode) -> DAGNode:
Expand Down
91 changes: 41 additions & 50 deletions airflow-core/tests/unit/utils/test_task_group.py
Original file line number Diff line number Diff line change
Expand Up @@ -158,7 +158,6 @@
EXPECTED_JSON = {
"children": [
{"id": "task1", "label": "task1", "operator": "EmptyOperator", "type": "task"},
{"id": "task5", "label": "task5", "operator": "EmptyOperator", "type": "task"},
{
"children": [
{
Expand Down Expand Up @@ -197,6 +196,7 @@
"tooltip": "",
"type": "task",
},
{"id": "task5", "label": "task5", "operator": "EmptyOperator", "type": "task"},
],
"id": None,
"is_mapped": False,
Expand Down Expand Up @@ -277,7 +277,6 @@ def test_task_group_to_dict_with_prefix(dag_maker):
expected_node_id = {
"children": [
{"id": "task1", "label": "task1"},
{"id": "task5", "label": "task5"},
{
"id": "group234",
"label": "group234",
Expand All @@ -299,6 +298,7 @@ def test_task_group_to_dict_with_prefix(dag_maker):
{"id": "group234.upstream_join_id", "label": ""},
],
},
{"id": "task5", "label": "task5"},
],
"id": None,
"label": "",
Expand Down Expand Up @@ -347,7 +347,6 @@ def task_5():
"id": None,
"children": [
{"id": "task_1"},
{"id": "task_5"},
{
"id": "group234",
"children": [
Expand All @@ -358,6 +357,7 @@ def task_5():
{"id": "group234.downstream_join_id"},
],
},
{"id": "task_5"},
],
}

Expand Down Expand Up @@ -403,7 +403,6 @@ def test_task_group_to_dict_sub_dag(dag_maker):
"id": None,
"children": [
{"id": "task1"},
{"id": "task5"},
{
"id": "group234",
"children": [
Expand All @@ -418,6 +417,7 @@ def test_task_group_to_dict_sub_dag(dag_maker):
{"id": "group234.upstream_join_id"},
],
},
{"id": "task5"},
],
}

Expand Down Expand Up @@ -475,51 +475,42 @@ def test_task_group_to_dict_and_dag_edges(dag_maker):
nodes = task_group_to_dict(dag.task_group)
edges = dag_edges(dag)

expected_node_id = {
"id": None,
"children": [
{
"id": "group_c",
"children": [
{"id": "group_c.task6"},
{"id": "group_c.task7"},
{"id": "group_c.task8"},
{"id": "group_c.upstream_join_id"},
{"id": "group_c.downstream_join_id"},
],
},
{
"id": "group_d",
"children": [
{"id": "group_d.task11"},
{"id": "group_d.task12"},
{"id": "group_d.upstream_join_id"},
],
},
{"id": "task1"},
{"id": "task10"},
{"id": "task9"},
{
"id": "group_a",
"children": [
{
"id": "group_a.group_b",
"children": [
{"id": "group_a.group_b.task2"},
{"id": "group_a.group_b.task3"},
{"id": "group_a.group_b.task4"},
{"id": "group_a.group_b.downstream_join_id"},
],
},
{"id": "group_a.task5"},
{"id": "group_a.upstream_join_id"},
{"id": "group_a.downstream_join_id"},
],
},
],
}

assert extract_node_id(nodes) == expected_node_id
# Note: The order of children at the root level may vary for nodes with no direct dependencies
# or equal dependency levels. The important thing is the dependency order is respected.
# This test verifies one valid topological ordering.
actual_node_id = extract_node_id(nodes)

# Verify all expected nodes are present
expected_ids = {"task1", "group_a", "group_c", "group_d", "task10", "task9"}
actual_ids = {child["id"] for child in actual_node_id["children"]}
assert actual_ids == expected_ids, f"Missing or extra nodes: {expected_ids ^ actual_ids}"

# Verify dependency order: task1 < group_a < group_c < {group_d, task9, task10}
def get_index(node_id):
for i, child in enumerate(actual_node_id["children"]):
if child["id"] == node_id:
return i
return -1

task1_idx = get_index("task1")
group_a_idx = get_index("group_a")
group_c_idx = get_index("group_c")
group_d_idx = get_index("group_d")
task9_idx = get_index("task9")
task10_idx = get_index("task10")

assert task1_idx < group_a_idx, "task1 should come before group_a"
assert group_a_idx < group_c_idx, "group_a should come before group_c"
assert group_c_idx < group_d_idx, "group_c should come before group_d"
assert group_c_idx < task9_idx, "group_c should come before task9"
assert group_c_idx < task10_idx, "group_c should come before task10"

# Verify group_a structure
group_a = actual_node_id["children"][group_a_idx]
assert group_a["id"] == "group_a"
group_a_child_ids = {child["id"] for child in group_a["children"]}
assert "group_a.group_b" in group_a_child_ids
assert "group_a.task5" in group_a_child_ids

assert sorted((e["source_id"], e["target_id"]) for e in edges) == [
("group_a.downstream_join_id", "group_c.upstream_join_id"),
Expand Down Expand Up @@ -784,7 +775,6 @@ def section_2(value):
node_ids = {
"id": None,
"children": [
{"id": "task_end"},
{"id": "task_start"},
{
"id": "section_1",
Expand All @@ -804,6 +794,7 @@ def section_2(value):
{"id": "section_1.downstream_join_id"},
],
},
{"id": "task_end"},
],
}

Expand Down
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