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2 Commits

Author SHA1 Message Date
Will Miao
301ab14781 fix(nodes): restore autocomplete widget sync after metadata insertion (#879) 2026-03-29 10:09:39 +08:00
Will Miao
2626dbab8e feat: add lora stack combiner node 2026-03-29 08:28:00 +08:00
9 changed files with 192 additions and 17 deletions

View File

@@ -7,6 +7,7 @@ try: # pragma: no cover - import fallback for pytest collection
from .py.nodes.prompt import PromptLM
from .py.nodes.text import TextLM
from .py.nodes.lora_stacker import LoraStackerLM
from .py.nodes.lora_stack_combiner import LoraStackCombinerLM
from .py.nodes.save_image import SaveImageLM
from .py.nodes.debug_metadata import DebugMetadataLM
from .py.nodes.wanvideo_lora_select import WanVideoLoraSelectLM
@@ -39,6 +40,9 @@ except (
"py.nodes.trigger_word_toggle"
).TriggerWordToggleLM
LoraStackerLM = importlib.import_module("py.nodes.lora_stacker").LoraStackerLM
LoraStackCombinerLM = importlib.import_module(
"py.nodes.lora_stack_combiner"
).LoraStackCombinerLM
SaveImageLM = importlib.import_module("py.nodes.save_image").SaveImageLM
DebugMetadataLM = importlib.import_module("py.nodes.debug_metadata").DebugMetadataLM
WanVideoLoraSelectLM = importlib.import_module(
@@ -63,6 +67,7 @@ NODE_CLASS_MAPPINGS = {
UNETLoaderLM.NAME: UNETLoaderLM,
TriggerWordToggleLM.NAME: TriggerWordToggleLM,
LoraStackerLM.NAME: LoraStackerLM,
LoraStackCombinerLM.NAME: LoraStackCombinerLM,
SaveImageLM.NAME: SaveImageLM,
DebugMetadataLM.NAME: DebugMetadataLM,
WanVideoLoraSelectLM.NAME: WanVideoLoraSelectLM,

View File

@@ -0,0 +1,26 @@
class LoraStackCombinerLM:
NAME = "Lora Stack Combiner (LoraManager)"
CATEGORY = "Lora Manager/stackers"
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"lora_stack_a": ("LORA_STACK",),
"lora_stack_b": ("LORA_STACK",),
},
}
RETURN_TYPES = ("LORA_STACK",)
RETURN_NAMES = ("LORA_STACK",)
FUNCTION = "combine_stacks"
def combine_stacks(self, lora_stack_a, lora_stack_b):
combined_stack = []
if lora_stack_a:
combined_stack.extend(lora_stack_a)
if lora_stack_b:
combined_stack.extend(lora_stack_b)
return (combined_stack,)

View File

@@ -37,6 +37,13 @@ const updateConnectedTriggerWords = vi.fn();
const mergeLoras = vi.fn();
const getAllGraphNodes = vi.fn();
const getNodeFromGraph = vi.fn();
const getWidgetByName = vi.fn((node, name) =>
node?.widgets?.find((widget) => widget?.name === name) ?? null
);
const getWidgetSerializedValue = vi.fn((node, name) => {
const index = node?.widgets?.findIndex((widget) => widget?.name === name) ?? -1;
return index >= 0 ? node.widgets_values?.[index] : undefined;
});
vi.mock(UTILS_MODULE, () => ({
collectActiveLorasFromChain,
@@ -47,6 +54,8 @@ vi.mock(UTILS_MODULE, () => ({
},
getAllGraphNodes,
getNodeFromGraph,
getWidgetByName,
getWidgetSerializedValue,
LORA_PATTERN: /<lora:([^:]+):([-\d.]+)(?::([-\d.]+))?>/g,
}));
@@ -71,6 +80,9 @@ describe("Lora Loader trigger word updates", () => {
mergeLoras.mockClear();
mergeLoras.mockImplementation(() => [{ name: "Alpha", active: true }]);
getWidgetByName.mockClear();
getWidgetSerializedValue.mockClear();
addLorasWidget.mockClear();
addLorasWidget.mockImplementation((_node, _name, _opts, callback) => ({
widget: { value: [], callback },
@@ -89,14 +101,21 @@ describe("Lora Loader trigger word updates", () => {
// Create mock widget (AUTOCOMPLETE_TEXT_LORAS type created by Vue widgets)
const inputWidget = {
name: "text",
value: "",
options: {},
callback: null, // Will be set by onNodeCreated
};
const metadataWidget = {
name: "__autocomplete_metadata_text",
value: { version: 1, textWidgetName: "text" },
options: {},
};
const node = {
comfyClass: "Lora Loader (LoraManager)",
widgets: [inputWidget],
widgets: [metadataWidget, inputWidget],
addInput: vi.fn(),
graph: {},
};
@@ -106,6 +125,7 @@ describe("Lora Loader trigger word updates", () => {
// The widget is now the AUTOCOMPLETE_TEXT_LORAS type, created automatically by Vue widgets
expect(node.inputWidget).toBe(inputWidget);
expect(node.lorasWidget).toBeDefined();
expect(getWidgetByName).toHaveBeenCalledWith(node, "text");
// The callback should have been set up by onNodeCreated
const inputCallback = inputWidget.callback;

View File

@@ -50,6 +50,13 @@ const getAllGraphNodes = vi.fn();
const getNodeFromGraph = vi.fn();
const getNodeKey = vi.fn();
const getLinkFromGraph = vi.fn();
const getWidgetByName = vi.fn((node, name) =>
node?.widgets?.find((widget) => widget?.name === name) ?? null
);
const getWidgetSerializedValue = vi.fn((node, name) => {
const index = node?.widgets?.findIndex((widget) => widget?.name === name) ?? -1;
return index >= 0 ? node.widgets_values?.[index] : undefined;
});
const chainCallback = vi.fn((proto, property, callback) => {
proto[property] = callback;
});
@@ -68,6 +75,8 @@ vi.mock(UTILS_MODULE, async (importOriginal) => {
getNodeFromGraph,
getNodeKey,
getLinkFromGraph,
getWidgetByName,
getWidgetSerializedValue,
};
});
@@ -98,6 +107,9 @@ describe("Node mode change handling", () => {
mergeLoras.mockClear();
mergeLoras.mockImplementation(() => [{ name: "Alpha", active: true }]);
getWidgetByName.mockClear();
getWidgetSerializedValue.mockClear();
addLorasWidget.mockClear();
addLorasWidget.mockImplementation((_node, _name, _opts, callback) => ({
widget: { value: [], callback },
@@ -119,8 +131,13 @@ describe("Node mode change handling", () => {
await extension.beforeRegisterNodeDef(nodeType, nodeData, {});
// Create widgets with proper structure for lora_stacker.js
// Widget at index 0 is the AUTOCOMPLETE_TEXT_LORAS widget (created by Vue widgets)
// Include a hidden metadata widget ahead of the actual text widget to match runtime ordering.
const metadataWidget = {
name: "__autocomplete_metadata_text",
value: { version: 1, textWidgetName: "text" },
options: {},
};
const inputWidget = {
name: "text",
value: "",
@@ -139,7 +156,7 @@ describe("Node mode change handling", () => {
node = {
comfyClass: "Lora Stacker (LoraManager)",
widgets: [inputWidget, lorasWidget],
widgets: [metadataWidget, inputWidget, lorasWidget],
lorasWidget,
addInput: vi.fn(),
mode: 0, // Initial mode
@@ -189,11 +206,18 @@ describe("Node mode change handling", () => {
const nodeType = { comfyClass: "Lora Loader (LoraManager)", prototype: {} };
await extension.beforeRegisterNodeDef(nodeType, {}, {});
// Widget at index 0 is the AUTOCOMPLETE_TEXT_LORAS widget (created by Vue widgets)
const metadataWidget = {
name: "__autocomplete_metadata_text",
value: { version: 1, textWidgetName: "text" },
options: {},
};
node = {
comfyClass: "Lora Loader (LoraManager)",
widgets: [
metadataWidget,
{
name: "text",
value: "",
options: {},
callback: null, // Will be set by onNodeCreated

View File

@@ -0,0 +1,51 @@
from py.nodes.lora_stack_combiner import LoraStackCombinerLM
def test_combine_stacks_preserves_order():
node = LoraStackCombinerLM()
stack_a = [
("folder/a.safetensors", 0.7, 0.6),
("folder/b.safetensors", 0.8, 0.8),
]
stack_b = [
("folder/c.safetensors", 1.0, 0.9),
]
(combined_stack,) = node.combine_stacks(stack_a, stack_b)
assert combined_stack == stack_a + stack_b
def test_combine_stacks_returns_second_when_first_empty():
node = LoraStackCombinerLM()
stack_b = [("folder/c.safetensors", 1.0, 0.9)]
(combined_stack,) = node.combine_stacks([], stack_b)
assert combined_stack == stack_b
def test_combine_stacks_returns_first_when_second_empty():
node = LoraStackCombinerLM()
stack_a = [("folder/a.safetensors", 0.7, 0.6)]
(combined_stack,) = node.combine_stacks(stack_a, [])
assert combined_stack == stack_a
def test_combine_stacks_returns_empty_when_both_empty():
node = LoraStackCombinerLM()
(combined_stack,) = node.combine_stacks([], [])
assert combined_stack == []
def test_combine_stacks_allows_duplicate_entries():
node = LoraStackCombinerLM()
duplicate_entry = ("folder/shared.safetensors", 0.9, 0.5)
(combined_stack,) = node.combine_stacks([duplicate_entry], [duplicate_entry])
assert combined_stack == [duplicate_entry, duplicate_entry]

View File

@@ -7,6 +7,8 @@ import {
mergeLoras,
getAllGraphNodes,
getNodeFromGraph,
getWidgetByName,
getWidgetSerializedValue,
} from "./utils.js";
import { addLorasWidget } from "./loras_widget.js";
import { applyLoraValuesToText, debounce } from "./lora_syntax_utils.js";
@@ -148,7 +150,11 @@ app.registerExtension({
};
// Get the text input widget (AUTOCOMPLETE_TEXT_LORAS type, created by Vue widgets)
const inputWidget = this.widgets[0];
const inputWidget = getWidgetByName(this, "text");
if (!inputWidget) {
console.warn("LoRA Manager: text widget not found for Lora Loader");
return;
}
this.inputWidget = inputWidget;
const scheduleInputSync = debounce((lorasValue) => {
@@ -227,12 +233,16 @@ app.registerExtension({
// Restore saved value if exists
let existingLoras = [];
if (node.widgets_values && node.widgets_values.length > 0) {
// 0 for input widget, 1 for loras widget
const savedValue = node.widgets_values[1];
const savedValue = getWidgetSerializedValue(node, "loras");
existingLoras = savedValue || [];
}
// Merge the loras data
const mergedLoras = mergeLoras(node.widgets[0].value, existingLoras);
const inputWidget = node.inputWidget || getWidgetByName(node, "text");
if (!inputWidget) {
console.warn("LoRA Manager: text widget not found while restoring Lora Loader");
return;
}
const mergedLoras = mergeLoras(inputWidget.value, existingLoras);
node.lorasWidget.value = mergedLoras;
}
},

View File

@@ -5,6 +5,8 @@ import {
updateDownstreamLoaders,
chainCallback,
mergeLoras,
getWidgetByName,
getWidgetSerializedValue,
} from "./utils.js";
import { addLorasWidget } from "./loras_widget.js";
import { applyLoraValuesToText, debounce } from "./lora_syntax_utils.js";
@@ -28,7 +30,11 @@ app.registerExtension({
let isSyncingInput = false;
// Get the text input widget (AUTOCOMPLETE_TEXT_LORAS type, created by Vue widgets)
const inputWidget = this.widgets[0];
const inputWidget = getWidgetByName(this, "text");
if (!inputWidget) {
console.warn("LoRA Manager: text widget not found for Lora Stacker");
return;
}
this.inputWidget = inputWidget;
const scheduleInputSync = debounce((lorasValue) => {
@@ -122,12 +128,15 @@ app.registerExtension({
// Restore saved value if exists
let existingLoras = [];
if (node.widgets_values && node.widgets_values.length > 0) {
// 0 for input widget, 1 for loras widget
const savedValue = node.widgets_values[1];
const savedValue = getWidgetSerializedValue(node, "loras");
existingLoras = savedValue || [];
}
// Merge the loras data
const inputWidget = node.inputWidget || node.widgets[0];
const inputWidget = node.inputWidget || getWidgetByName(node, "text");
if (!inputWidget) {
console.warn("LoRA Manager: text widget not found while restoring Lora Stacker");
return;
}
const mergedLoras = mergeLoras(inputWidget.value, existingLoras);
node.lorasWidget.value = mergedLoras;
}

View File

@@ -114,6 +114,27 @@ export function getNodeKey(node) {
return `${getNodeGraphId(node)}:${node.id}`;
}
export function getWidgetByName(node, widgetName) {
if (!node || !Array.isArray(node.widgets)) {
return null;
}
return node.widgets.find((widget) => widget?.name === widgetName) || null;
}
export function getWidgetSerializedValue(node, widgetName) {
if (!node || !Array.isArray(node.widgets) || !Array.isArray(node.widgets_values)) {
return undefined;
}
const widgetIndex = node.widgets.findIndex((widget) => widget?.name === widgetName);
if (widgetIndex === -1) {
return undefined;
}
return node.widgets_values[widgetIndex];
}
export function getLinkFromGraph(graph, linkId) {
if (!graph || graph.links == null) {
return null;

View File

@@ -4,6 +4,8 @@ import {
updateConnectedTriggerWords,
chainCallback,
mergeLoras,
getWidgetByName,
getWidgetSerializedValue,
} from "./utils.js";
import { addLorasWidget } from "./loras_widget.js";
import { applyLoraValuesToText, debounce } from "./lora_syntax_utils.js";
@@ -31,7 +33,11 @@ app.registerExtension({
let isSyncingInput = false;
// Get the text input widget (AUTOCOMPLETE_TEXT_LORAS type, at index 2 after low_mem_load and merge_loras)
const inputWidget = this.widgets[2];
const inputWidget = getWidgetByName(this, "text");
if (!inputWidget) {
console.warn("LoRA Manager: text widget not found for WanVideo Lora Select");
return;
}
this.inputWidget = inputWidget;
const scheduleInputSync = debounce((lorasValue) => {
@@ -107,12 +113,15 @@ app.registerExtension({
// Restore saved value if exists
let existingLoras = [];
if (node.widgets_values && node.widgets_values.length > 0) {
// 0 for low_mem_load, 1 for merge_loras, 2 for text widget, 3 for loras widget
const savedValue = node.widgets_values[3];
const savedValue = getWidgetSerializedValue(node, "loras");
existingLoras = savedValue || [];
}
// Merge the loras data
const inputWidget = node.inputWidget || node.widgets[2];
const inputWidget = node.inputWidget || getWidgetByName(node, "text");
if (!inputWidget) {
console.warn("LoRA Manager: text widget not found while restoring WanVideo Lora Select");
return;
}
const mergedLoras = mergeLoras(inputWidget.value, existingLoras);
node.lorasWidget.value = mergedLoras;
}