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2 changes: 1 addition & 1 deletion comfy/samplers.py
Original file line number Diff line number Diff line change
Expand Up @@ -919,7 +919,7 @@ def apply_empty_x_to_equal_area(conds, uncond, name, uncond_fill_func):
else:
uncond_other.append((x, t))

if len(uncond_cnets) > 0:
if len(uncond_cnets) > 0 or len(uncond_other) == 0:
return

for x in range(len(cond_cnets)):
Expand Down
79 changes: 79 additions & 0 deletions tests-unit/comfy_test/samplers_conditioning_test.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,79 @@
import pytest
import torch

from comfy.cli_args import args as cli_args

if not torch.cuda.is_available():
cli_args.cpu = True

from comfy import samplers # noqa: E402


@pytest.mark.parametrize("name", ["gligen", "control"])
def test_empty_regional_destinations_are_left_unchanged(name):
source_payloads = [object(), object()]
conds = [{name: payload} for payload in source_payloads]
identities = [object(), object()]
uncond = [
{
"area": (8, 8, 0, 0),
"strength": 0.75,
"marker": "region-a",
"identity": identities[0],
},
{
"area": (4, 4, 4, 4),
"strength": 0.25,
"marker": "region-b",
"identity": identities[1],
},
]
original = [entry.copy() for entry in uncond]
original_entry_ids = [id(entry) for entry in uncond]

samplers.apply_empty_x_to_equal_area(
conds, uncond, name, lambda payloads, index: payloads[index]
)

assert uncond == original
assert [id(entry) for entry in uncond] == original_entry_ids
assert all("area" in entry and name not in entry for entry in uncond)
assert [entry["identity"] for entry in uncond] == identities


def test_global_fill_wraps_round_robin_without_changing_destination_count():
conds = [{"gligen": payload} for payload in ("A", "B", "C")]
uncond = [
{"marker": "destination-0"},
{"marker": "destination-1"},
]

samplers.apply_empty_x_to_equal_area(
conds, uncond, "gligen", lambda payloads, index: payloads[index]
)

assert [entry["gligen"] for entry in uncond] == ["C", "B"]
assert [entry["marker"] for entry in uncond] == [
"destination-0",
"destination-1",
]
assert len(uncond) == 2


@pytest.mark.parametrize("name", ["gligen", "control"])
def test_existing_global_destination_is_not_overwritten(name):
existing_payload = object()
conds = [{name: object()}]
uncond = [
{name: existing_payload, "marker": "existing"},
{"marker": "empty"},
]
original = [entry.copy() for entry in uncond]

samplers.apply_empty_x_to_equal_area(
conds, uncond, name, lambda payloads, index: payloads[index]
)

assert uncond == original
assert uncond[0][name] is existing_payload
assert uncond[1] == {"marker": "empty"}
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