feat(nodes): make Lora Stack Combiner inputs dynamic

This commit is contained in:
Will Miao
2026-08-02 22:04:40 +08:00
parent 042dd4088d
commit 823f71f269
4 changed files with 504 additions and 13 deletions

View File

@@ -1,4 +1,11 @@
from py.nodes.lora_stack_combiner import LoraStackCombinerLM
import types
import pytest
from py.nodes.lora_stack_combiner import (
LoraStackCombinerLM,
_LoraStackOptionalInputs,
)
def test_combine_stacks_preserves_order():
@@ -63,8 +70,95 @@ def test_combine_stacks_returns_other_when_one_unconnected():
node = LoraStackCombinerLM()
stack_a = [("folder/a.safetensors", 0.7, 0.6)]
(combined_stack_a,) = node.combine_stacks(lora_stack_a=stack_a)
(combined_stack_b,) = node.combine_stacks(lora_stack_b=stack_a)
(combined_stack_a,) = node.combine_stacks(lora_stack1=stack_a)
(combined_stack_b,) = node.combine_stacks(lora_stack2=stack_a)
assert combined_stack_a == stack_a
assert combined_stack_b == stack_a
def test_combine_stacks_with_dynamic_third_slot():
node = LoraStackCombinerLM()
stack_a = [("folder/a.safetensors", 0.7, 0.6)]
stack_b = [("folder/b.safetensors", 0.8, 0.8)]
stack_c = [("folder/c.safetensors", 1.0, 0.9)]
(combined_stack,) = node.combine_stacks(
lora_stack1=stack_a, lora_stack2=stack_b, lora_stack3=stack_c
)
assert combined_stack == stack_a + stack_b + stack_c
def test_combine_stacks_orders_by_slot_number_not_call_order():
node = LoraStackCombinerLM()
stack_a = [("folder/a.safetensors", 0.7, 0.6)]
stack_b = [("folder/b.safetensors", 0.8, 0.8)]
stack_c = [("folder/c.safetensors", 1.0, 0.9)]
(combined_stack,) = node.combine_stacks(
lora_stack3=stack_c, lora_stack2=stack_b, lora_stack1=stack_a
)
assert combined_stack == stack_a + stack_b + stack_c
def test_combine_stacks_accepts_only_dynamic_slot():
node = LoraStackCombinerLM()
stack_c = [("folder/c.safetensors", 1.0, 0.9)]
(combined_stack,) = node.combine_stacks(lora_stack3=stack_c)
assert combined_stack == stack_c
def test_combine_stacks_handles_legacy_input_names():
node = LoraStackCombinerLM()
stack_a = [("folder/a.safetensors", 0.7, 0.6)]
stack_b = [("folder/b.safetensors", 0.8, 0.8)]
(combined_stack,) = node.combine_stacks(lora_stack_a=stack_a, lora_stack_b=stack_b)
assert combined_stack == stack_a + stack_b
def test_input_types_exposes_two_default_slots():
input_types = LoraStackCombinerLM.INPUT_TYPES()
assert set(input_types["optional"]) == {"lora_stack1", "lora_stack2"}
assert input_types["optional"]["lora_stack1"][0] == "LORA_STACK"
assert input_types["optional"]["lora_stack2"][0] == "LORA_STACK"
def test_input_types_recognizes_dynamic_slots_from_get_input_info(monkeypatch):
frames = [None, None, types.SimpleNamespace(function="get_input_info")]
monkeypatch.setattr(
"py.nodes.lora_stack_combiner.inspect.stack", lambda: frames
)
input_types = LoraStackCombinerLM.INPUT_TYPES()
optional = input_types["optional"]
assert "lora_stack3" in optional
assert optional["lora_stack3"][0] == "LORA_STACK"
assert "lora_stack25" in optional
assert optional["lora_stack25"][0] == "LORA_STACK"
def test_lora_stack_optional_inputs_proxy():
proxy = _LoraStackOptionalInputs({"lora_stack1": ("LORA_STACK", {})})
assert "lora_stack1" in proxy
assert "lora_stack2" in proxy
assert "lora_stack10" in proxy
assert "lora_stack_a" in proxy
assert "lora_stack" not in proxy
assert "lora_stacka" not in proxy
assert "lora_stack_1" not in proxy
assert "text" not in proxy
assert proxy["lora_stack1"][0] == "LORA_STACK"
assert proxy["lora_stack5"][0] == "LORA_STACK"
with pytest.raises(KeyError):
proxy["not_a_stack"]