Files
ComfyUI-Lora-Manager/web/comfyui/wanvideo_lora_select.js
Will Miao 39586f4a20 feat: add LoRA syntax utilities and comprehensive test suite, fixes #600
- Implement core LoRA syntax manipulation functions including:
  - applyLoraValuesToText for updating LoRA strengths and clip values
  - normalizeStrengthValue for consistent numeric formatting
  - shouldIncludeClipStrength for clip strength inclusion logic
  - cleanupLoraSyntax for text normalization
  - debounce utility for input handling

- Add comprehensive test suite covering all utility functions
- Include edge cases for clip strength handling, numeric formatting, and syntax cleanup
- Support both basic and expanded LoRA syntax formats with proper value preservation
- Enable debounced input synchronization for better performance

The utilities provide robust handling of LoRA syntax patterns while maintaining compatibility with existing ComfyUI workflows.
2025-10-29 22:13:54 +08:00

127 lines
3.8 KiB
JavaScript

import { app } from "../../scripts/app.js";
import {
getActiveLorasFromNode,
updateConnectedTriggerWords,
chainCallback,
mergeLoras,
setupInputWidgetWithAutocomplete,
} from "./utils.js";
import { addLorasWidget } from "./loras_widget.js";
import { applyLoraValuesToText, debounce } from "./lora_syntax_utils.js";
app.registerExtension({
name: "LoraManager.WanVideoLoraSelect",
async beforeRegisterNodeDef(nodeType, nodeData, app) {
if (nodeType.comfyClass === "WanVideo Lora Select (LoraManager)") {
chainCallback(nodeType.prototype, "onNodeCreated", async function () {
// Enable widget serialization
this.serialize_widgets = true;
// Add optional inputs
this.addInput("prev_lora", "WANVIDLORA", {
shape: 7, // 7 is the shape of the optional input
});
this.addInput("blocks", "SELECTEDBLOCKS", {
shape: 7, // 7 is the shape of the optional input
});
// Add flags to prevent callback loops
let isUpdating = false;
let isSyncingInput = false;
const inputWidget = this.widgets[2];
inputWidget.options.getMaxHeight = () => 100;
this.inputWidget = inputWidget;
const scheduleInputSync = debounce((lorasValue) => {
if (isSyncingInput) {
return;
}
isSyncingInput = true;
isUpdating = true;
try {
const nextText = applyLoraValuesToText(
inputWidget.value,
lorasValue
);
if (inputWidget.value !== nextText) {
inputWidget.value = nextText;
}
} finally {
isUpdating = false;
isSyncingInput = false;
}
});
const result = addLorasWidget(this, "loras", {}, (value) => {
// Prevent recursive calls
if (isUpdating) return;
isUpdating = true;
try {
// Update this node's direct trigger toggles with its own active loras
const activeLoraNames = new Set();
value.forEach((lora) => {
if (lora.active) {
activeLoraNames.add(lora.name);
}
});
updateConnectedTriggerWords(this, activeLoraNames);
} finally {
isUpdating = false;
}
scheduleInputSync(value);
});
this.lorasWidget = result.widget;
// Wrap the callback with autocomplete setup
const originalCallback = (value) => {
if (isUpdating) return;
isUpdating = true;
try {
const currentLoras = this.lorasWidget.value || [];
const mergedLoras = mergeLoras(value, currentLoras);
this.lorasWidget.value = mergedLoras;
// Update this node's direct trigger toggles with its own active loras
const activeLoraNames = getActiveLorasFromNode(this);
updateConnectedTriggerWords(this, activeLoraNames);
} finally {
isUpdating = false;
}
};
inputWidget.callback = setupInputWidgetWithAutocomplete(
this,
inputWidget,
originalCallback
);
});
}
},
async nodeCreated(node) {
if (node.comfyClass == "WanVideo Lora Select (LoraManager)") {
requestAnimationFrame(async () => {
// 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];
existingLoras = savedValue || [];
}
// Merge the loras data
const mergedLoras = mergeLoras(node.widgets[2].value, existingLoras);
node.lorasWidget.value = mergedLoras;
});
}
},
});