Files
ComfyUI-Lora-Manager/web/comfyui/lora_stacker.js

165 lines
6.8 KiB
JavaScript

import { app } from "../../scripts/app.js";
import {
getLorasWidgetModule,
LORA_PATTERN,
getActiveLorasFromNode,
collectActiveLorasFromChain,
updateConnectedTriggerWords
} from "./utils.js";
function mergeLoras(lorasText, lorasArr) {
const result = [];
let match;
// Reset pattern index before using
LORA_PATTERN.lastIndex = 0;
// Parse text input and create initial entries
while ((match = LORA_PATTERN.exec(lorasText)) !== null) {
const name = match[1];
const modelStrength = Number(match[2]);
// Extract clip strength if provided, otherwise use model strength
const clipStrength = match[3] ? Number(match[3]) : modelStrength;
// Find if this lora exists in the array data
const existingLora = lorasArr.find(l => l.name === name);
result.push({
name: name,
// Use existing strength if available, otherwise use input strength
strength: existingLora ? existingLora.strength : modelStrength,
active: existingLora ? existingLora.active : true,
clipStrength: existingLora ? existingLora.clipStrength : clipStrength,
});
}
return result;
}
app.registerExtension({
name: "LoraManager.LoraStacker",
async nodeCreated(node) {
if (node.comfyClass === "Lora Stacker (LoraManager)") {
// Enable widget serialization
node.serialize_widgets = true;
node.addInput("lora_stack", 'LORA_STACK', {
"shape": 7 // 7 is the shape of the optional input
});
// Wait for node to be properly initialized
requestAnimationFrame(async () => {
// 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];
existingLoras = savedValue || [];
}
// Merge the loras data
const mergedLoras = mergeLoras(node.widgets[0].value, existingLoras);
// Add flag to prevent callback loops
let isUpdating = false;
// Dynamically load the appropriate widget module
const lorasModule = await getLorasWidgetModule();
const { addLorasWidget } = lorasModule;
const result = addLorasWidget(node, "loras", {
defaultVal: mergedLoras // Pass object directly
}, (value) => {
// Prevent recursive calls
if (isUpdating) return;
isUpdating = true;
try {
// Remove loras that are not in the value array
const inputWidget = node.widgets[0];
const currentLoras = value.map(l => l.name);
// Use the constant pattern here as well
let newText = inputWidget.value.replace(LORA_PATTERN, (match, name, strength) => {
return currentLoras.includes(name) ? match : '';
});
// Clean up multiple spaces and trim
newText = newText.replace(/\s+/g, ' ').trim();
inputWidget.value = newText;
// Update this stacker's direct trigger toggles with its own active loras
const activeLoraNames = new Set();
value.forEach(lora => {
if (lora.active) {
activeLoraNames.add(lora.name);
}
});
updateConnectedTriggerWords(node, activeLoraNames);
// Find all Lora Loader nodes in the chain that might need updates
updateDownstreamLoaders(node);
} finally {
isUpdating = false;
}
});
node.lorasWidget = result.widget;
// Update input widget callback
const inputWidget = node.widgets[0];
inputWidget.callback = (value) => {
if (isUpdating) return;
isUpdating = true;
try {
const currentLoras = node.lorasWidget.value || [];
const mergedLoras = mergeLoras(value, currentLoras);
node.lorasWidget.value = mergedLoras;
// Update this stacker's direct trigger toggles with its own active loras
const activeLoraNames = getActiveLorasFromNode(node);
updateConnectedTriggerWords(node, activeLoraNames);
// Find all Lora Loader nodes in the chain that might need updates
updateDownstreamLoaders(node);
} finally {
isUpdating = false;
}
};
});
}
},
});
// Helper function to find and update downstream Lora Loader nodes
function updateDownstreamLoaders(startNode, visited = new Set()) {
if (visited.has(startNode.id)) return;
visited.add(startNode.id);
// Check each output link
if (startNode.outputs) {
for (const output of startNode.outputs) {
if (output.links) {
for (const linkId of output.links) {
const link = app.graph.links[linkId];
if (link) {
const targetNode = app.graph.getNodeById(link.target_id);
// If target is a Lora Loader, collect all active loras in the chain and update
if (targetNode && targetNode.comfyClass === "Lora Loader (LoraManager)") {
const allActiveLoraNames = collectActiveLorasFromChain(targetNode);
updateConnectedTriggerWords(targetNode, allActiveLoraNames);
}
// If target is another Lora Stacker, recursively check its outputs
else if (targetNode && targetNode.comfyClass === "Lora Stacker (LoraManager)") {
updateDownstreamLoaders(targetNode, visited);
}
}
}
}
}
}
}