import { app } from "/scripts/app.js"; const HIDDEN_TAG = "loraopt_hidden"; const origProps = {}; function toggleWidget(node, widget, show, suffix = "") { if (!widget) return; if (!origProps[widget.name]) { origProps[widget.name] = { origType: widget.type, origComputeSize: widget.computeSize, }; } widget.hidden = !show; widget.type = show ? origProps[widget.name].origType : HIDDEN_TAG + suffix; widget.computeSize = show ? origProps[widget.name].origComputeSize : () => [0, -4]; if (widget.linkedWidgets) { for (const w of widget.linkedWidgets) { toggleWidget(node, w, show, ":" + widget.name); } } } function findWidget(node, name) { return node.widgets ? node.widgets.find((w) => w.name === name) : null; } function interceptWidgetValue(widget, onChange) { let widgetValue = widget.value; const desc = Object.getOwnPropertyDescriptor(widget, "value") || Object.getOwnPropertyDescriptor( Object.getPrototypeOf(widget), "value" ); Object.defineProperty(widget, "value", { configurable: true, enumerable: true, get() { return desc?.get ? desc.get.call(widget) : widgetValue; }, set(newVal) { if (desc?.set) { desc.set.call(widget, newVal); } else { widgetValue = newVal; } onChange(newVal); }, }); } function syncLoraValues(node, toText) { const MAX = 10; for (let i = 1; i <= MAX; i++) { const combo = findWidget(node, `lora_name_${i}`); const text = findWidget(node, `lora_name_text_${i}`); if (!combo || !text) continue; if (toText) { // dropdown -> text: copy filename stem (without path/extension) const val = combo.value || "None"; if (val === "None") { text.value = "None"; } else { const filename = val.split("/").pop() || val; text.value = filename.replace(/\.[^.]+$/, ""); } } else { // text -> dropdown: try to match text against COMBO options const val = (text.value || "").trim(); const options = combo.options?.values || []; const match = options.find((o) => o === val) || options.find((o) => o.toLowerCase().endsWith("/" + val.toLowerCase() + ".safetensors")) || options.find((o) => { const stem = o.split("/").pop()?.replace(/\.[^.]+$/, "") || ""; return stem.toLowerCase() === val.toLowerCase(); }); if (match) { combo.value = match; } } } } function updateVisibility(node) { const settingsVisWidget = findWidget(node, "settings_visibility"); const inputModeWidget = findWidget(node, "input_mode"); const countWidget = findWidget(node, "lora_count"); if (!settingsVisWidget || !inputModeWidget || !countWidget) return; const isSimple = settingsVisWidget.value === "simple"; const isText = inputModeWidget.value === "text"; const count = countWidget.value; const MAX = 10; for (let i = 1; i <= MAX; i++) { const visible = i <= count; toggleWidget(node, findWidget(node, `lora_name_${i}`), visible && !isText); toggleWidget(node, findWidget(node, `lora_name_text_${i}`), visible && isText); toggleWidget(node, findWidget(node, `strength_${i}`), visible && isSimple); toggleWidget(node, findWidget(node, `model_strength_${i}`), visible && !isSimple); toggleWidget(node, findWidget(node, `clip_strength_${i}`), visible && !isSimple); toggleWidget(node, findWidget(node, `conflict_mode_${i}`), visible && !isSimple); toggleWidget(node, findWidget(node, `key_filter_${i}`), visible && !isSimple); } // Hide base_model_filter in text mode (only useful for dropdown combos) const filterWidget = findWidget(node, "base_model_filter"); if (filterWidget) { toggleWidget(node, filterWidget, !isText); } const newHeight = node.computeSize()[1]; node.setSize([node.size[0], newHeight]); app.canvas?.setDirty?.(true, true); } // --- Base Model Filter (requires ComfyUI-Lora-Manager) --- const LM_LORAS_LIST_URL = "/api/lm/loras/list"; const LM_BASE_MODELS_URL = "/api/lm/loras/base-models?limit=100"; const PAGE_SIZE = 100; async function fetchJson(url) { const resp = await fetch(url); if (!resp.ok) throw new Error(`HTTP ${resp.status}`); return resp.json(); } /** * Fetch ALL LoRAs from the Lora Manager (paginating through the 100-per-page cap) * and build a Map of relative_path -> base_model for local filtering. */ async function buildLoraBaseModelMap(fullLoraList) { const map = new Map(); let page = 1; let totalPages = 1; do { const params = new URLSearchParams({ page: String(page), page_size: String(PAGE_SIZE), sort_by: "name", }); const data = await fetchJson(`${LM_LORAS_LIST_URL}?${params}`); totalPages = data.total_pages || 1; for (const item of data.items || []) { if (!item.file_path || !item.base_model) continue; const apiPath = item.file_path; // Match API absolute path against ComfyUI's relative paths for (const relPath of fullLoraList) { if (relPath === "None") continue; if ( apiPath === relPath || apiPath.endsWith("/" + relPath) || apiPath.endsWith("\\" + relPath) ) { map.set(relPath, item.base_model); break; } } } page++; } while (page <= totalPages); return map; } function setComboOptions(widget, options) { widget.options.values = options; // Do NOT reset the selected value — preserve it even if not in the filtered list. // ComfyUI COMBO widgets allow values not in the options list; they just can't be // re-selected from the dropdown. This prevents silent data loss when switching filters. } async function initBaseModelFilter(node, retries = 0) { const filterWidget = findWidget(node, "base_model_filter"); if (!filterWidget) return; // Cache the full LoRA list from the first lora_name widget const firstLoraWidget = findWidget(node, "lora_name_1"); if (!firstLoraWidget) return; const loraValues = firstLoraWidget.options?.values; if (!loraValues || loraValues.length <= 1) { // Widget not yet populated, retry (max 20 attempts = 10 seconds) if (retries < 20) { setTimeout(() => initBaseModelFilter(node, retries + 1), 500); } return; } const fullLoraList = [...loraValues]; // Try to detect Lora Manager and fetch base models let baseModels; try { const data = await fetchJson(LM_BASE_MODELS_URL); baseModels = (data.base_models || []) .map((m) => m.name) .filter(Boolean); } catch { // Lora Manager not installed — hide filter widget toggleWidget(node, filterWidget, false); updateVisibility(node); return; } if (baseModels.length === 0) { toggleWidget(node, filterWidget, false); updateVisibility(node); return; } // Build the path → base_model map once (handles pagination) let loraBaseModelMap; try { loraBaseModelMap = await buildLoraBaseModelMap(fullLoraList); } catch { toggleWidget(node, filterWidget, false); updateVisibility(node); return; } // Populate filter dropdown const filterOptions = ["All", ...baseModels]; setComboOptions(filterWidget, filterOptions); // Apply current filter value (handles workflow restore) if (filterWidget.value && filterWidget.value !== "All") { applyLoraFilter(node, filterWidget.value, fullLoraList, loraBaseModelMap); } // Intercept future filter changes interceptWidgetValue(filterWidget, (newVal) => { applyLoraFilter(node, newVal, fullLoraList, loraBaseModelMap); }); } function applyLoraFilter(node, baseModel, fullLoraList, loraBaseModelMap) { const MAX = 10; let filteredList; if (baseModel === "All") { filteredList = fullLoraList; } else { filteredList = fullLoraList.filter( (name) => name === "None" || loraBaseModelMap.get(name) === baseModel ); // If nothing matched, fall back to full list if (filteredList.length <= 1) { filteredList = fullLoraList; } } for (let i = 1; i <= MAX; i++) { const w = findWidget(node, `lora_name_${i}`); if (w) setComboOptions(w, filteredList); } app.canvas?.setDirty?.(true, true); } // --- Node Registration --- app.registerExtension({ name: "LoRAOptimizer.LoRAStackDynamic", nodeCreated(node) { if (node.comfyClass !== "LoRAStackDynamic") return; // Intercept settings_visibility, input_mode, and lora_count changes to update visibility for (const w of node.widgets || []) { if (w.name === "input_mode") { interceptWidgetValue(w, (newVal) => { syncLoraValues(node, newVal === "text"); updateVisibility(node); }); } else if (w.name === "settings_visibility" || w.name === "lora_count") { interceptWidgetValue(w, () => updateVisibility(node)); } } // Initial visibility update — delay to ensure widgets are fully initialized setTimeout(() => { updateVisibility(node); // Initialize base model filter after visibility is set initBaseModelFilter(node); }, 100); }, }); app.registerExtension({ name: "LoRAOptimizer.LoRAConflictEditor", nodeCreated(node) { if (node.comfyClass !== "LoRAConflictEditor") return; // All 10 conflict_mode slots are always visible. // Unused slots (beyond the stack size) default to "auto" and are ignored. }, });