import { app } from "../../scripts/app.js"; import { getLorasWidgetModule, LORA_PATTERN, collectActiveLorasFromChain, updateConnectedTriggerWords } from "./utils.js"; import { api } from "../../scripts/api.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.LoraLoader", setup() { // Add message handler to listen for messages from Python api.addEventListener("lora_code_update", (event) => { const { id, lora_code, mode } = event.detail; this.handleLoraCodeUpdate(id, lora_code, mode); }); }, // Handle lora code updates from Python handleLoraCodeUpdate(id, loraCode, mode) { const node = app.graph.getNodeById(+id); if (!node || node.comfyClass !== "Lora Loader (LoraManager)") { console.warn("Node not found or not a LoraLoader:", id); return; } // Update the input widget with new lora code const inputWidget = node.widgets[0]; if (!inputWidget) return; // Get the current lora code const currentValue = inputWidget.value || ''; // Update based on mode (replace or append) if (mode === 'replace') { inputWidget.value = loraCode; } else { // Append mode - add a space if the current value isn't empty inputWidget.value = currentValue.trim() ? `${currentValue.trim()} ${loraCode}` : loraCode; } // Trigger the callback to update the loras widget if (typeof inputWidget.callback === 'function') { inputWidget.callback(inputWidget.value); } }, async nodeCreated(node) { if (node.comfyClass === "Lora Loader (LoraManager)") { // Enable widget serialization node.serialize_widgets = true; node.addInput('clip', 'CLIP', { "shape": 7 }); 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; // Get the widget object directly from the returned object 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, clipStrength) => { return currentLoras.includes(name) ? match : ''; }); // Clean up multiple spaces and trim newText = newText.replace(/\s+/g, ' ').trim(); inputWidget.value = newText; // Collect all active loras from this node and its input chain const allActiveLoraNames = collectActiveLorasFromChain(node); // Update trigger words for connected toggle nodes with the aggregated lora names updateConnectedTriggerWords(node, allActiveLoraNames); } 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; // Collect all active loras from this node and its input chain const allActiveLoraNames = collectActiveLorasFromChain(node); // Update trigger words for connected toggle nodes with the aggregated lora names updateConnectedTriggerWords(node, allActiveLoraNames); } finally { isUpdating = false; } }; }); } }, });