Added an RS LoRA Tester node
This commit is contained in:
Raykosan
@@ -0,0 +1,100 @@
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# SPDX-License-Identifier: Apache-2.0
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# Copyright 2025-2026 Raykosan (RaykoStudio)
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import folder_paths
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import json
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import hashlib
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from nodes import LoraLoader
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class RSLoRAbatch:
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@classmethod
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def INPUT_TYPES(cls):
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return {
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"required": {
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"model": ("MODEL", {"tooltip": "Input model to apply LoRA"}),
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"use_clip": ("BOOLEAN", {
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"default": True,
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"label": "Apply LoRA to CLIP",
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"tooltip": "Toggle CLIP application via UI button"
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}),
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"lora_data": ("STRING", {
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"default": "[]",
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"multiline": False,
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"forceInput": False,
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"tooltip": "JSON array of LoRA configs (managed by JS widget)"
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}),
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},
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"optional": {
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"clip": ("CLIP", {"tooltip": "Input CLIP to apply LoRA (optional)"}),
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}
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}
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RETURN_TYPES = ("MODEL", "CLIP")
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RETURN_NAMES = ("MODEL", "CLIP")
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FUNCTION = "load_lora"
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CATEGORY = "🦊 RaykoStudio"
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DESCRIPTION = "Batch LoRA loader with CLIP toggle and queue-based batch mode."
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@classmethod
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def IS_CHANGED(cls, lora_data="[]", **kwargs):
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if lora_data is None:
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lora_data = "[]"
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return hashlib.md5(lora_data.encode()).hexdigest()
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def load_lora(self, model, use_clip, lora_data="[]", clip=None):
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if not lora_data:
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lora_data = "[]"
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try:
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loras = json.loads(lora_data) if isinstance(lora_data, str) else lora_data
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if not isinstance(loras, list):
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loras = []
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except Exception:
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loras = []
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lora_loader = LoraLoader()
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result_clip = clip
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for lora in loras:
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if not isinstance(lora, dict):
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continue
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name = lora.get("name", "")
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strength_model = float(lora.get("strength_model", 1.0))
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strength_clip = float(lora.get("strength_clip", strength_model))
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enabled = lora.get("enabled", True)
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if name and name != "None" and enabled:
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lora_relative_path = name.replace("\\", "/")
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lora_full_path = folder_paths.get_full_path("loras", lora_relative_path)
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if lora_full_path:
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try:
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if use_clip and clip is not None:
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model, result_clip = lora_loader.load_lora(
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model, result_clip, lora_relative_path,
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strength_model, strength_clip
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)
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else:
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model, _ = lora_loader.load_lora(
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model, None, lora_relative_path,
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strength_model, strength_clip
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)
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except Exception as e:
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print(f"[RS LoRA Batch] Error loading '{name}': {e}")
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return (model, result_clip)
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NODE_CLASS_MAPPINGS = {"RSLoRAbatch": RSLoRAbatch}
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NODE_DISPLAY_NAME_MAPPINGS = {"RSLoRAbatch": "🦊 RS LoRA Tester"}
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+1
-1
@@ -29,7 +29,7 @@ IGNORED_MODULES: Set[str] = {'__init__.py'}
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REQUIRED_MODULES: Set[str] = set()
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PACKAGE_DISPLAY_NAME = "ComfyUI_RaykoStudio"
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__version__ = "0.37.0"
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__version__ = "0.38.0"
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def load_modules():
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print(f"🦊 {PACKAGE_DISPLAY_NAME}: Version: {__version__}")
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+3
-2
@@ -1,6 +1,6 @@
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{
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"name": "ComfyUI_RaykoStudio",
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"version": "0.37.0",
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"version": "0.38.0",
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"description": "Set of custom nodes for ComfyUI providing additional image processing capabilities",
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"author": "Raykosan",
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"license": "Apache License 2.0",
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@@ -27,7 +27,8 @@
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"Rayko_Last_Frame.py"
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"Rayko_Load_Images_From_Dir.py"
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"Rayko_Loop_Switch.py"
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"Rayko_LoRA Loader.py"
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"Rayko_LoRA_Batch.py"
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"Rayko_LoRA_Loader.py"
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"Rayko_Models_Loader.py"
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"Rayko_MultiLatent.py"
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"Rayko_Outpaint.py"
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+1
-1
@@ -1,7 +1,7 @@
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[project]
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name = "ComfyUI_RaykoStudio"
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description = "Set of custom nodes for ComfyUI providing additional image processing capabilities"
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version = "0.37.0"
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version = "0.38.0"
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license = { file = "LICENSE" }
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dependencies = ["torch", "numpy", "Pillow>=10.0.0", "freetype-py>=2.5.1", "pycairo>=1.29.0", "scipy>=1.10.0"]
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@@ -0,0 +1,741 @@
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import { app } from "../../scripts/app.js";
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import { api } from "../../scripts/api.js";
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function showToast(message, type = "error", node = null) {
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const existing = document.querySelector(".rs-batch-toast");
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if (existing) existing.remove();
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const toast = document.createElement("div");
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toast.className = "rs-batch-toast";
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const bg = type === "error" ? "#f44336" : "#4CAF50";
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toast.style.cssText = `position:fixed;background:${bg};color:white;padding:12px 20px;border-radius:6px;box-shadow:0 4px 12px rgba(0,0,0,0.4);z-index:100000;font-size:14px;font-family:sans-serif;opacity:0;transition:opacity 0.3s,transform 0.3s;transform:translateY(-20px);pointer-events:none;white-space:nowrap;`;
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toast.textContent = message;
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document.body.appendChild(toast);
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const r = toast.getBoundingClientRect();
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let left, top;
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if (node && app?.canvas) {
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const cr = app.canvas.canvas.getBoundingClientRect();
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const s = app.canvas.ds.scale;
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const ox = app.canvas.ds.offset[0], oy = app.canvas.ds.offset[1];
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const nx = cr.left + (node.pos[0] + node.size[0] / 2 + ox) * s;
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const ny = cr.top + (node.pos[1] + node.size[1] / 2 + oy) * s;
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left = Math.max(10, Math.min(nx - r.width / 2, window.innerWidth - r.width - 10));
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top = Math.max(10, Math.min(ny - r.height / 2, window.innerHeight - r.height - 10));
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} else { left = window.innerWidth - r.width - 20; top = 20; }
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toast.style.left = left + "px"; toast.style.top = top + "px";
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void toast.offsetWidth;
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toast.style.opacity = "1"; toast.style.transform = "translateY(0)";
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setTimeout(() => { toast.style.opacity = "0"; toast.style.transform = "translateY(-20px)"; setTimeout(() => toast.remove(), 300); }, 3000);
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}
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app.registerExtension({
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name: "RSLoRAbatch.Widget",
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async beforeRegisterNodeDef(nodeType, nodeData) {
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if (nodeData.name !== "RSLoRAbatch") return;
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const origOnCreated = nodeType.prototype.onNodeCreated;
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const origOnConfigure = nodeType.prototype.onConfigure;
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const origOnSerialize = nodeType.prototype.onSerialize;
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const origOnRemoved = nodeType.prototype.onRemoved;
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const STATE_OFF = 0;
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const STATE_ARMED = 1;
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const STATE_RUNNING = 2;
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nodeType.prototype.onNodeCreated = function() {
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const result = origOnCreated ? origOnCreated.apply(this, arguments) : undefined;
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this.loraRows = [];
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this.loraOptions = [];
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this.loraTree = {};
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this.rowHeight = 30;
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this.clickZones = [];
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this.scrollOffset = 0;
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this.manual_size = false;
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this.isAutoResizing = false;
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this.MIN_WIDTH = 400;
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this.draggingIndex = null;
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this.dragCurrentY = null;
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this.isRestoring = false;
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this.storageKey = null;
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this.currentFilter = "";
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this.batchState = STATE_OFF;
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this.batchSnapshot = [];
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this.batchTotal = 0;
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this.batchRemaining = 0;
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const self = this;
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this.hiddenWidget = this.widgets.find(w => w.name === "lora_data");
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if (this.hiddenWidget) {
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this.hiddenWidget.hidden = true;
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if (this.hiddenWidget.element) this.hiddenWidget.element.style.display = "none";
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this.hiddenWidget.serializeValue = () => { self.syncData(); return self.hiddenWidget?.value ?? "[]"; };
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}
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const useClipWidget = this.widgets.find(w => w.name === "use_clip");
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if (useClipWidget) {
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useClipWidget.hidden = true;
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if (useClipWidget.element) useClipWidget.element.style.display = "none";
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}
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const updateClipInputState = () => {
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if (!useClipWidget) return;
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const idx = self.findInputSlot("clip");
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if (idx !== -1 && self.inputs?.[idx]) {
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const en = useClipWidget.value;
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self.inputs[idx].disabled = !en;
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if (en) { delete self.inputs[idx].color; self.inputs[idx].tooltip = "CLIP enabled"; }
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else { self.inputs[idx].color = "#555"; self.inputs[idx].tooltip = "CLIP disabled"; }
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}
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};
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this.setSize([this.MIN_WIDTH, this.size[1]]);
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const clipBtn = document.createElement("button");
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clipBtn.textContent = "CLIP ON";
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clipBtn.style.cssText = "width:100%;height:26px;padding:0;font-size:12px;border-radius:5px;cursor:pointer;margin:-6px 0 0 0;box-sizing:border-box;";
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this._clipBtnEl = clipBtn;
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const updateClipBtn = () => {
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const en = useClipWidget ? useClipWidget.value : true;
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const el = self._clipBtnEl;
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if (!el) return;
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if (en) {
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el.textContent = "✅ CLIP ON (model and clip)";
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el.style.border = "1px solid #4CAF50";
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el.style.background = "#1a3a1a";
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el.style.color = "#aaffaa";
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} else {
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el.textContent = "❌ CLIP OFF (model only)";
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el.style.border = "1px solid #00B0B0";
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el.style.background = "#1E5986";
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el.style.color = "#ffaaaa";
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}
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};
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clipBtn.addEventListener("click", (e) => {
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e.preventDefault();
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e.stopPropagation();
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if (useClipWidget) {
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useClipWidget.value = !useClipWidget.value;
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if (useClipWidget.callback) useClipWidget.callback(useClipWidget.value);
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updateClipBtn();
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updateClipInputState();
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self.graph?.setDirtyCanvas(true, true);
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}
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});
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const clipWidget = this.addDOMWidget("rs_clip_btn", "custom", clipBtn);
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clipWidget.computeSize = () => [this.width || 200, 30];
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const batchBtn = document.createElement("button");
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batchBtn.textContent = "⚙️ LoRA Batch";
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batchBtn.style.cssText = "width:100%;height:26px;padding:0;font-size:13px;border:1px solid #555;border-radius:5px;background:#2a2a2a;color:#ccc;cursor:pointer;margin:-14px 0 0 0;box-sizing:border-box;";
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this._batchBtnEl = batchBtn;
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batchBtn.addEventListener("click", (e) => {
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e.preventDefault();
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e.stopPropagation();
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if (self.batchState === STATE_RUNNING) return;
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const active = self.loraRows.filter(r => r.enabled && r.name && r.name !== "None");
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if (!active.length) { showToast("LoRA is not selected", "error", self); return; }
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self.batchSnapshot = active.map(r => ({ ...r }));
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self.batchTotal = active.length;
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self.batchRemaining = active.length;
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self.batchState = STATE_ARMED;
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self.updateBatchBtn();
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self.graph?.setDirtyCanvas(true, true);
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});
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const batchWidget = this.addDOMWidget("rs_batch_btn", "custom", batchBtn);
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batchWidget.computeSize = () => [this.width || 200, 34];
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this.addWidget("button", "✔️ UPDATE LoRA LIST", "", async () => {
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await self.loadLoraList();
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self.graph?.setDirtyCanvas(true, true);
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});
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this.addWidget("button", "➕ ADD LoRA", "", () => {
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const w = self.widgets.find(x => x.name === "➕ ADD LoRA");
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self.showTreeSelector(w);
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});
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updateClipBtn();
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updateClipInputState();
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self.updateBatchBtn();
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const sendOne = async (loraCfg) => {
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await new Promise(r => setTimeout(r, 300));
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try {
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const { output } = await app.graphToPrompt();
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if (!output) throw new Error("No prompt output");
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const nid = String(self.id);
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const nodeOut = output[nid] || output[self.id];
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if (!nodeOut) throw new Error(`Node ${nid} not found`);
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nodeOut.inputs.lora_data = JSON.stringify([loraCfg]);
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const cid = api.clientId || crypto.randomUUID();
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const res = await api.fetchApi("/prompt", {
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method: "POST", headers: { "Content-Type": "application/json" },
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body: JSON.stringify({ client_id: cid, prompt: output })
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});
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if (!res.ok) throw new Error(await res.text() || `HTTP ${res.status}`);
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return true;
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} catch (err) { console.error("[RS Batch] Send error:", err); return false; }
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};
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const onBeforeQueue = async (ev) => {
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if (self.batchState !== STATE_ARMED) return;
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if (ev?.preventDefault) ev.preventDefault();
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self.batchState = STATE_RUNNING;
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self.updateBatchBtn();
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self.graph?.setDirtyCanvas(true, true);
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let sent = 0;
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for (const lora of self.batchSnapshot) {
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if (await sendOne(lora)) sent++;
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else showToast(`Failed LoRA ${sent + 1}`, "error", self);
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}
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if (sent === 0) { self.batchState = STATE_OFF; self.updateBatchBtn(); self.graph?.setDirtyCanvas(true, true); }
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};
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const qHandler = (e) => onBeforeQueue(e);
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document.addEventListener("comfy:queue:before", qHandler);
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const origQP = app.queuePrompt.bind(app);
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app.queuePrompt = async function(...args) {
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if (self.batchState === STATE_ARMED) { await onBeforeQueue(null); return; }
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return origQP(...args);
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};
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const onStatus = (data) => {
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if (self.batchState !== STATE_RUNNING) return;
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const detail = data?.detail || data || {};
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const qr = detail.queue_remaining ?? detail.status?.queue_remaining ?? detail.exec_info?.queue_remaining;
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if (qr === 0) {
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self.batchState = STATE_OFF;
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self.batchSnapshot = [];
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self.updateBatchBtn();
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self.graph?.setDirtyCanvas(true, true);
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}
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};
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api.addEventListener("status", onStatus);
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this._cleanup = () => {
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document.removeEventListener("comfy:queue:before", qHandler);
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api.removeEventListener("status", onStatus);
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app.queuePrompt = origQP;
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};
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this.wheelHandler = function(e) {
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if (app.canvas.node_over !== self) return;
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const gp = app.canvas.graph_mouse; if (!gp) return;
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const ry = gp[1] - self.pos[1];
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const sy = self.getListStartY();
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const avail = self.size[1] - sy - 10;
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const maxV = Math.max(1, Math.floor(avail / self.rowHeight));
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if (ry < sy || ry > sy + maxV * self.rowHeight) return;
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if (self.loraRows.length <= maxV) return;
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e.preventDefault(); e.stopPropagation(); e.stopImmediatePropagation();
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const d = e.deltaY > 0 ? 1 : -1;
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const mx = self.loraRows.length - maxV;
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const nv = Math.max(0, Math.min(self.scrollOffset + d, mx));
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if (nv !== self.scrollOffset) { self.scrollOffset = nv; self.syncData(); self.graph.setDirtyCanvas(true, true); }
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};
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const ic = app.canvas.canvas;
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ic.addEventListener("wheel", this.wheelHandler, { capture: true, passive: false });
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this._wheelCanvas = ic;
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this._visHandler = () => {
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if (!document.hidden) setTimeout(() => {
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const cc = app.canvas.canvas;
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if (self._wheelCanvas && self._wheelCanvas !== cc) {
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self._wheelCanvas.removeEventListener("wheel", self.wheelHandler, { capture: true, passive: false });
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cc.addEventListener("wheel", self.wheelHandler, { capture: true, passive: false });
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self._wheelCanvas = cc;
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}
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}, 150);
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};
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document.addEventListener("visibilitychange", this._visHandler);
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const origResize = this.onResize;
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this.onResize = function(size) {
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if (size[0] < self.MIN_WIDTH) size[0] = self.MIN_WIDTH;
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const mh = self.getListStartY() + self.rowHeight + 10;
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if (size[1] < mh) size[1] = mh;
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if (!self.isAutoResizing) { self.manual_size = true; self.syncData(); }
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return origResize ? origResize.apply(this, arguments) : undefined;
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};
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setTimeout(() => {
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if (self.id) {
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self.storageKey = `rs_lora_batch_${self.id}`;
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self.loadLoraList().then(() => { self.restoreData(); self.safeAutoResize(); });
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}
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}, 100);
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return result;
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};
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nodeType.prototype.updateBatchBtn = function() {
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const el = this._batchBtnEl;
|
||||
if (!el) return;
|
||||
switch (this.batchState) {
|
||||
case STATE_ARMED:
|
||||
el.textContent = `✅ BATCH: ${this.batchTotal} LoRAs`;
|
||||
el.style.border = "1px solid #4CAF50";
|
||||
el.style.background = "#1a3a1a";
|
||||
el.style.color = "#aaffaa";
|
||||
el.style.cursor = "pointer";
|
||||
break;
|
||||
case STATE_RUNNING:
|
||||
el.textContent = "⏳ Batch running...";
|
||||
el.style.border = "1px solid #FF9800";
|
||||
el.style.background = "#3a2a1a";
|
||||
el.style.color = "#ffddaa";
|
||||
el.style.cursor = "default";
|
||||
break;
|
||||
default:
|
||||
el.textContent = "⚙️ LoRA Batch";
|
||||
el.style.border = "1px solid #555";
|
||||
el.style.background = "#2a2a2a";
|
||||
el.style.color = "#ccc";
|
||||
el.style.cursor = "pointer";
|
||||
}
|
||||
};
|
||||
|
||||
nodeType.prototype.getListStartY = function() {
|
||||
let y = 10;
|
||||
for (const w of this.widgets) {
|
||||
if (w.name === "➕ ADD LoRA") return y + (w.height || 30) + 8;
|
||||
y += w.computeSize ? w.computeSize()[1] + 4 : (w.height || 30) + 4;
|
||||
}
|
||||
return y + 8;
|
||||
};
|
||||
|
||||
nodeType.prototype.safeAutoResize = function() {
|
||||
if (this.manual_size) return;
|
||||
const sy = this.getListStartY();
|
||||
const dv = Math.max(1, Math.min(this.loraRows.length, 10));
|
||||
const calc = sy + dv * this.rowHeight + 10;
|
||||
if (Math.abs(this.size[1] - calc) > 1) {
|
||||
this.isAutoResizing = true;
|
||||
this.setSize([this.size[0], calc]);
|
||||
this.isAutoResizing = false;
|
||||
this.graph?.setDirtyCanvas(true, true);
|
||||
}
|
||||
};
|
||||
|
||||
nodeType.prototype.resetBatch = function() {
|
||||
if (this.batchState === STATE_ARMED) {
|
||||
this.batchState = STATE_OFF;
|
||||
this.batchSnapshot = [];
|
||||
this.batchTotal = 0;
|
||||
this.batchRemaining = 0;
|
||||
this.updateBatchBtn();
|
||||
this.graph?.setDirtyCanvas(true, true);
|
||||
}
|
||||
};
|
||||
|
||||
nodeType.prototype.syncData = function() {
|
||||
if (this.isRestoring) return;
|
||||
const json = JSON.stringify(this.loraRows);
|
||||
if (this.hiddenWidget) this.hiddenWidget.value = json;
|
||||
if (!this.properties) this.properties = {};
|
||||
this.properties["lora_rows"] = json;
|
||||
this.properties["manual_size"] = this.manual_size;
|
||||
this.properties["scrollOffset"] = this.scrollOffset;
|
||||
if (this.storageKey) {
|
||||
try { localStorage.setItem(this.storageKey, JSON.stringify({ loraRows: this.loraRows, ts: Date.now() })); } catch(e){}
|
||||
}
|
||||
};
|
||||
|
||||
nodeType.prototype.updateUI = function() { this.syncData(); this.graph?.setDirtyCanvas(true, true); };
|
||||
|
||||
nodeType.prototype.loadLoraList = async function() {
|
||||
try {
|
||||
const res = await api.fetchApi("/rayko_lora_loader/get_loras");
|
||||
const data = await res.json();
|
||||
this.loraOptions = data.filter(l => l && l !== "None");
|
||||
this.loraTree = buildTree(this.loraOptions);
|
||||
} catch(e) { this.loraOptions = []; this.loraTree = {}; }
|
||||
};
|
||||
|
||||
nodeType.prototype.onConfigure = function(info) {
|
||||
this.isRestoring = true;
|
||||
this.batchState = STATE_OFF;
|
||||
if (info.properties?.["lora_rows"]) { try { const s = JSON.parse(info.properties["lora_rows"]); if (Array.isArray(s)) this.loraRows = s; } catch(e){} }
|
||||
if (info.properties?.["manual_size"] !== undefined) this.manual_size = info.properties["manual_size"];
|
||||
if (info.properties?.["scrollOffset"] !== undefined) this.scrollOffset = info.properties["scrollOffset"];
|
||||
if (info.widgets_values && Array.isArray(info.widgets_values)) {
|
||||
for (const v of info.widgets_values) {
|
||||
if (v && typeof v === "string" && v.startsWith("[")) {
|
||||
try { const s = JSON.parse(v); if (Array.isArray(s) && s.length) { this.loraRows = s; break; } } catch(e){}
|
||||
}
|
||||
}
|
||||
}
|
||||
this.isRestoring = false;
|
||||
const self = this;
|
||||
this.loadLoraList().then(() => { self.updateUI(); requestAnimationFrame(() => self.safeAutoResize()); });
|
||||
return origOnConfigure ? origOnConfigure.apply(this, arguments) : undefined;
|
||||
};
|
||||
|
||||
nodeType.prototype.onSerialize = function(o) {
|
||||
this.syncData();
|
||||
if (!o.properties) o.properties = {};
|
||||
o.properties["lora_rows"] = this.properties["lora_rows"];
|
||||
o.properties["manual_size"] = this.manual_size;
|
||||
o.properties["scrollOffset"] = this.scrollOffset;
|
||||
return origOnSerialize ? origOnSerialize.apply(this, arguments) : undefined;
|
||||
};
|
||||
|
||||
nodeType.prototype.onRemoved = function() {
|
||||
if (this.storageKey) localStorage.removeItem(this.storageKey);
|
||||
if (this.wheelHandler && this._wheelCanvas) this._wheelCanvas.removeEventListener("wheel", this.wheelHandler, { capture: true, passive: false });
|
||||
document.removeEventListener("visibilitychange", this._visHandler);
|
||||
if (this._cleanup) this._cleanup();
|
||||
return origOnRemoved ? origOnRemoved.apply(this, arguments) : undefined;
|
||||
};
|
||||
|
||||
nodeType.prototype.restoreData = function() {
|
||||
if (this.isRestoring) return;
|
||||
let saved = null;
|
||||
if (this.properties?.["lora_rows"]) { try { saved = JSON.parse(this.properties["lora_rows"]); if (Array.isArray(saved) && saved.length) { this.loraRows = saved; return; } } catch(e){} }
|
||||
if (!saved && this.hiddenWidget?.value) { try { const v = JSON.parse(this.hiddenWidget.value); if (Array.isArray(v) && v.length) { this.loraRows = v; return; } } catch(e){} }
|
||||
if (!saved && this.storageKey) { try { const s = localStorage.getItem(this.storageKey); if (s) { const d = JSON.parse(s); if (Date.now() - d.ts < 86400000 && Array.isArray(d.loraRows)) saved = d.loraRows; } } catch(e){} }
|
||||
if (saved) this.loraRows = saved;
|
||||
};
|
||||
|
||||
nodeType.prototype.addRow = function(name) {
|
||||
this.resetBatch();
|
||||
this.loraRows.push({ name, strength_model: 1.0, strength_clip: 1.0, enabled: true });
|
||||
this.scrollOffset = 0; this.manual_size = false;
|
||||
this.syncData();
|
||||
this.safeAutoResize();
|
||||
};
|
||||
|
||||
nodeType.prototype.showStrengthEditor = function(rowIndex, localX, localY) {
|
||||
const old = document.getElementById("rs-strength-editor");
|
||||
if (old) old.remove();
|
||||
|
||||
const row = this.loraRows[rowIndex];
|
||||
if (!row) return;
|
||||
|
||||
const self = this;
|
||||
const currentVal = row.strength_model;
|
||||
|
||||
const cr = app.canvas.canvas.getBoundingClientRect();
|
||||
const ds = app.canvas.ds;
|
||||
const screenX = cr.left + (this.pos[0] + localX + ds.offset[0]) * ds.scale;
|
||||
const screenY = cr.top + (this.pos[1] + localY + ds.offset[1]) * ds.scale;
|
||||
|
||||
const editor = document.createElement("div");
|
||||
editor.id = "rs-strength-editor";
|
||||
editor.style.cssText = "position:fixed;z-index:100001;background:#1a1a1a;border:1px solid #4CAF50;border-radius:6px;padding:8px;display:flex;flex-direction:column;gap:6px;box-shadow:0 4px 15px rgba(0,0,0,0.8);";
|
||||
editor.style.left = (screenX - 60) + "px";
|
||||
editor.style.top = (screenY - 45) + "px";
|
||||
|
||||
const input = document.createElement("input");
|
||||
input.type = "text";
|
||||
input.value = currentVal.toFixed(2);
|
||||
input.style.cssText = "width:120px;padding:6px 8px;background:#111;color:#fff;border:1px solid #555;border-radius:4px;font-size:13px;font-family:monospace;text-align:center;outline:none;box-sizing:border-box;";
|
||||
|
||||
const btnRow = document.createElement("div");
|
||||
btnRow.style.cssText = "display:flex;gap:4px;";
|
||||
|
||||
const okBtn = document.createElement("button");
|
||||
okBtn.textContent = "OK";
|
||||
okBtn.style.cssText = "flex:1;padding:4px;background:#1a3a1a;color:#4CAF50;border:1px solid #4CAF50;border-radius:4px;cursor:pointer;font-size:12px;";
|
||||
okBtn.onmouseenter = () => okBtn.style.background = "#2a4a2a";
|
||||
okBtn.onmouseleave = () => okBtn.style.background = "#1a3a1a";
|
||||
|
||||
const cancelBtn = document.createElement("button");
|
||||
cancelBtn.textContent = "✕";
|
||||
cancelBtn.style.cssText = "padding:4px 8px;background:#2a2a2a;color:#ccc;border:1px solid #555;border-radius:4px;cursor:pointer;font-size:12px;";
|
||||
cancelBtn.onmouseenter = () => cancelBtn.style.background = "#3a3a3a";
|
||||
cancelBtn.onmouseleave = () => cancelBtn.style.background = "#2a2a2a";
|
||||
|
||||
btnRow.append(okBtn, cancelBtn);
|
||||
editor.append(input, btnRow);
|
||||
document.body.appendChild(editor);
|
||||
|
||||
requestAnimationFrame(() => {
|
||||
const r = editor.getBoundingClientRect();
|
||||
if (r.right > window.innerWidth - 10) editor.style.left = (window.innerWidth - r.width - 10) + "px";
|
||||
if (r.bottom > window.innerHeight - 10) editor.style.top = (screenY - r.height - 10) + "px";
|
||||
if (r.left < 10) editor.style.left = "10px";
|
||||
if (r.top < 10) editor.style.top = "10px";
|
||||
});
|
||||
|
||||
setTimeout(() => { input.focus(); input.select(); }, 50);
|
||||
|
||||
const apply = () => {
|
||||
const val = parseFloat(input.value.replace(",", "."));
|
||||
if (!isNaN(val) && val >= -10 && val <= 10) {
|
||||
self.resetBatch();
|
||||
self.loraRows[rowIndex].strength_model = val;
|
||||
self.syncData();
|
||||
self.graph?.setDirtyCanvas(true, true);
|
||||
}
|
||||
close();
|
||||
};
|
||||
|
||||
const close = () => {
|
||||
editor.remove();
|
||||
document.removeEventListener("pointerdown", onOutside, true);
|
||||
document.removeEventListener("keydown", onKey, true);
|
||||
};
|
||||
|
||||
const onKey = (e) => {
|
||||
if (e.key === "Enter") { e.preventDefault(); apply(); }
|
||||
if (e.key === "Escape") { e.preventDefault(); close(); }
|
||||
};
|
||||
|
||||
const onOutside = (e) => {
|
||||
if (!editor.contains(e.target)) close();
|
||||
};
|
||||
|
||||
okBtn.addEventListener("click", (e) => { e.stopPropagation(); apply(); });
|
||||
cancelBtn.addEventListener("click", (e) => { e.stopPropagation(); close(); });
|
||||
input.addEventListener("keydown", onKey);
|
||||
document.addEventListener("keydown", onKey, true);
|
||||
setTimeout(() => document.addEventListener("pointerdown", onOutside, true), 50);
|
||||
};
|
||||
|
||||
nodeType.prototype.onDrawForeground = function(ctx) {
|
||||
if (!this.manual_size) {
|
||||
const sy = this.getListStartY();
|
||||
const dv = Math.max(1, Math.min(this.loraRows.length, 10));
|
||||
const mr = sy + dv * this.rowHeight + 10;
|
||||
if (this.size[1] < mr) { this.isAutoResizing = true; this.setSize([this.size[0], mr]); this.isAutoResizing = false; }
|
||||
}
|
||||
if (!this.loraRows.length) return;
|
||||
this.clickZones = [];
|
||||
const startY = this.getListStartY();
|
||||
const pad = 10, rpw = 145;
|
||||
const avail = this.size[1] - startY - 10;
|
||||
const maxV = Math.max(1, Math.floor(avail / this.rowHeight));
|
||||
const maxOff = Math.max(0, this.loraRows.length - maxV);
|
||||
if (this.scrollOffset > maxOff) this.scrollOffset = maxOff;
|
||||
const vs = this.scrollOffset, ve = Math.min(vs + maxV, this.loraRows.length);
|
||||
|
||||
for (let i = 0; i < ve - vs; i++) {
|
||||
const di = vs + i, row = this.loraRows[di];
|
||||
if (this.draggingIndex === di) continue;
|
||||
const y = startY + i * this.rowHeight, h = this.rowHeight - 2, ty = y + h / 2;
|
||||
ctx.fillStyle = i % 2 === 0 ? "rgba(0,0,0,0.3)" : "rgba(0,0,0,0.15)";
|
||||
ctx.fillRect(pad, y, this.size[0] - pad * 2, h);
|
||||
|
||||
this.clickZones.push({ type: "drag", index: di, x: pad, y, w: 20, h });
|
||||
ctx.fillStyle = "#888"; ctx.font = "14px sans-serif"; ctx.fillText("⋮⋮", pad + 2, ty + 5);
|
||||
|
||||
const tx = pad + 20;
|
||||
ctx.fillStyle = row.enabled ? "#4CAF50" : "#555";
|
||||
ctx.beginPath(); ctx.arc(tx + 8, ty, 7, 0, Math.PI * 2); ctx.fill();
|
||||
this.clickZones.push({ type: "toggle", index: di, x: tx, y, w: 24, h });
|
||||
|
||||
const nx = tx + 20, nw = this.size[0] - pad * 2 - 10 - rpw - 25;
|
||||
ctx.fillStyle = row.enabled ? "#fff" : "#777"; ctx.font = "12px sans-serif";
|
||||
let dn = row.name;
|
||||
if (ctx.measureText(dn).width > nw) { while (ctx.measureText(dn + "...").width > nw && dn.length) dn = dn.slice(0, -1); dn += "..."; }
|
||||
ctx.fillText(dn, nx, ty + 4);
|
||||
this.clickZones.push({ type: "name", index: di, x: nx, y, w: nw, h });
|
||||
|
||||
const alx = this.size[0] - rpw + 10;
|
||||
ctx.fillStyle = row.enabled ? "#4CAF50" : "#555";
|
||||
ctx.beginPath(); ctx.moveTo(alx + 18, y + 8); ctx.lineTo(alx + 8, ty); ctx.lineTo(alx + 18, y + 22); ctx.fill();
|
||||
this.clickZones.push({ type: "left", index: di, x: alx, y, w: 28, h });
|
||||
|
||||
const sx = alx + 25, sw = 50;
|
||||
ctx.fillStyle = "#222"; ctx.fillRect(sx, y + 5, sw, h - 10);
|
||||
ctx.strokeStyle = row.enabled ? "#4CAF50" : "#555"; ctx.strokeRect(sx, y + 5, sw, h - 10);
|
||||
ctx.fillStyle = row.enabled ? "#fff" : "#777"; ctx.textAlign = "center";
|
||||
ctx.fillText(row.strength_model.toFixed(2), sx + sw / 2, ty + 4); ctx.textAlign = "left";
|
||||
this.clickZones.push({ type: "str", index: di, x: sx, y, w: sw, h });
|
||||
|
||||
const arx = sx + sw + 5;
|
||||
ctx.fillStyle = row.enabled ? "#4CAF50" : "#555";
|
||||
ctx.beginPath(); ctx.moveTo(arx + 2, y + 8); ctx.lineTo(arx + 12, ty); ctx.lineTo(arx + 2, y + 22); ctx.fill();
|
||||
this.clickZones.push({ type: "right", index: di, x: arx, y, w: 18, h });
|
||||
|
||||
const dx = arx + 22;
|
||||
ctx.fillStyle = "#f44336"; ctx.fillText("❌", dx, ty + 4);
|
||||
this.clickZones.push({ type: "delete", index: di, x: dx, y, w: 30, h });
|
||||
}
|
||||
|
||||
if (this.draggingIndex !== null && this.dragCurrentY !== null) {
|
||||
const row = this.loraRows[this.draggingIndex];
|
||||
const h = this.rowHeight - 2, y = this.dragCurrentY - h / 2, ty = y + h / 2;
|
||||
ctx.globalAlpha = 0.8; ctx.fillStyle = "#3a5a3a";
|
||||
ctx.fillRect(pad, y, this.size[0] - pad * 2, h);
|
||||
ctx.fillStyle = "#fff"; ctx.font = "14px sans-serif"; ctx.fillText("⋮⋮", pad + 2, ty + 5);
|
||||
ctx.font = "12px sans-serif"; ctx.fillText(row.name, pad + 25, ty + 4);
|
||||
ctx.globalAlpha = 1;
|
||||
let ti = Math.floor((this.dragCurrentY - startY) / this.rowHeight) + this.scrollOffset;
|
||||
ti = Math.max(0, Math.min(ti, this.loraRows.length - 1));
|
||||
if (ti !== this.draggingIndex) {
|
||||
const tgy = startY + (ti - this.scrollOffset) * this.rowHeight;
|
||||
ctx.strokeStyle = "#4CAF50"; ctx.lineWidth = 2;
|
||||
ctx.beginPath(); ctx.moveTo(pad, tgy); ctx.lineTo(this.size[0] - pad, tgy); ctx.stroke(); ctx.lineWidth = 1;
|
||||
}
|
||||
}
|
||||
|
||||
if (this.loraRows.length > maxV) {
|
||||
if (this.scrollOffset > 0) {
|
||||
ctx.fillStyle = "rgba(255,215,0,0.6)"; ctx.beginPath();
|
||||
ctx.moveTo(this.size[0]/2-8, startY-2); ctx.lineTo(this.size[0]/2+8, startY-2); ctx.lineTo(this.size[0]/2, startY-10);
|
||||
ctx.closePath(); ctx.fill();
|
||||
}
|
||||
if (ve < this.loraRows.length) {
|
||||
const iy = startY + (ve - vs) * this.rowHeight + 2;
|
||||
ctx.fillStyle = "rgba(255,215,0,0.6)"; ctx.beginPath();
|
||||
ctx.moveTo(this.size[0]/2-8, iy); ctx.lineTo(this.size[0]/2+8, iy); ctx.lineTo(this.size[0]/2, iy+8);
|
||||
ctx.closePath(); ctx.fill();
|
||||
}
|
||||
}
|
||||
};
|
||||
|
||||
nodeType.prototype.onMouseDown = function(e, pos) {
|
||||
if (!this.clickZones?.length) return false;
|
||||
for (const z of this.clickZones) {
|
||||
if (pos[0] >= z.x && pos[0] <= z.x + z.w && pos[1] >= z.y && pos[1] <= z.y + z.h) {
|
||||
if (z.type === "drag") { this.draggingIndex = z.index; this.dragCurrentY = pos[1]; this.graph?.setDirtyCanvas(true, true); return true; }
|
||||
if (z.type === "toggle") { this.resetBatch(); this.loraRows[z.index].enabled = !this.loraRows[z.index].enabled; this.syncData(); this.graph?.setDirtyCanvas(true, true); return true; }
|
||||
if (z.type === "str") {
|
||||
this.showStrengthEditor(z.index, z.x + z.w / 2, z.y + z.h / 2);
|
||||
return true;
|
||||
}
|
||||
if (z.type === "left") { this.resetBatch(); this.loraRows[z.index].strength_model = Math.max(-10, Math.round((this.loraRows[z.index].strength_model - 0.05) * 20) / 20); this.syncData(); this.graph?.setDirtyCanvas(true, true); return true; }
|
||||
if (z.type === "right") { this.resetBatch(); this.loraRows[z.index].strength_model = Math.min(10, Math.round((this.loraRows[z.index].strength_model + 0.05) * 20) / 20); this.syncData(); this.graph?.setDirtyCanvas(true, true); return true; }
|
||||
if (z.type === "delete") { this.resetBatch(); this.loraRows.splice(z.index, 1); this.scrollOffset = 0; this.manual_size = false; this.syncData(); requestAnimationFrame(() => this.safeAutoResize()); return true; }
|
||||
}
|
||||
}
|
||||
return false;
|
||||
};
|
||||
nodeType.prototype.onMouseMove = function(e, pos) { if (this.draggingIndex !== null) { this.dragCurrentY = pos[1]; this.graph?.setDirtyCanvas(true, true); return true; } return false; };
|
||||
nodeType.prototype.onMouseUp = function() {
|
||||
if (this.draggingIndex !== null) {
|
||||
const sy = this.getListStartY();
|
||||
let ti = Math.floor((this.dragCurrentY - sy) / this.rowHeight) + this.scrollOffset;
|
||||
ti = Math.max(0, Math.min(ti, this.loraRows.length - 1));
|
||||
if (ti !== this.draggingIndex) { const item = this.loraRows.splice(this.draggingIndex, 1)[0]; this.loraRows.splice(ti, 0, item); this.resetBatch(); this.syncData(); this.updateUI(); }
|
||||
this.draggingIndex = null; this.dragCurrentY = null; this.graph?.setDirtyCanvas(true, true); return true;
|
||||
}
|
||||
return false;
|
||||
};
|
||||
|
||||
nodeType.prototype.showTreeSelector = function(widget) {
|
||||
const self = this;
|
||||
const expanded = {};
|
||||
this.currentFilter = "";
|
||||
const mw = 450, mh = 600;
|
||||
let ml = 100, mt = 100;
|
||||
if (widget && app?.canvas) {
|
||||
const r = app.canvas.canvas.getBoundingClientRect();
|
||||
const s = app.canvas.ds.scale, ox = app.canvas.ds.offset[0], oy = app.canvas.ds.offset[1];
|
||||
let cl = r.left + ((this.pos[0] + this.size[0]) * s) + ox + 10;
|
||||
const ct = r.top + ((this.pos[1] + widget.y) * s) + oy;
|
||||
if (cl + mw > window.innerWidth) cl = r.left + (this.pos[0] * s) + ox - mw - 10;
|
||||
if (cl < 10) cl = 10;
|
||||
mt = Math.max(10, Math.min(ct, window.innerHeight - mh - 10));
|
||||
ml = cl;
|
||||
}
|
||||
const old = document.getElementById("rs-lora-batch-tree-menu");
|
||||
if (old) old.remove();
|
||||
const menu = document.createElement("div");
|
||||
menu.id = "rs-lora-batch-tree-menu";
|
||||
menu.style.cssText = `position:fixed;background:#1a1a1a;border:1px solid #444;border-radius:6px;height:${mh}px;width:${mw}px;overflow-y:auto;overflow-x:hidden;z-index:10000;left:${ml}px;top:${mt}px;box-shadow:0 4px 20px rgba(0,0,0,0.8);display:flex;flex-direction:column;`;
|
||||
const hc = document.createElement("div");
|
||||
hc.style.cssText = "padding:10px;background:#252525;border-bottom:1px solid #333;display:flex;flex-direction:column;gap:8px;flex-shrink:0;";
|
||||
const title = document.createElement("div"); title.textContent = " Search & Select LoRA"; title.style.cssText = "color:#fff;font-weight:bold;font-size:14px;";
|
||||
const si = document.createElement("input"); si.type = "text"; si.placeholder = "Type to search...";
|
||||
si.style.cssText = "width:100%;padding:8px;background:#333;border:1px solid #555;color:#fff;border-radius:4px;outline:none;font-size:13px;box-sizing:border-box;";
|
||||
si.autofocus = true;
|
||||
hc.append(title, si); menu.appendChild(hc);
|
||||
const lc = document.createElement("div"); lc.style.cssText = "padding:5px 0;overflow-y:auto;flex-grow:1;"; menu.appendChild(lc);
|
||||
const isAdded = (n) => self.loraRows.some(r => r.name === n);
|
||||
|
||||
const render = (filter = "") => {
|
||||
lc.innerHTML = "";
|
||||
const lf = filter.trim().toLowerCase();
|
||||
self.currentFilter = filter;
|
||||
if (!filter || "none".includes(lf)) {
|
||||
const a = isAdded("None");
|
||||
const ni = document.createElement("div");
|
||||
ni.textContent = (a ? "✓ " : "") + "None";
|
||||
ni.style.cssText = `padding:10px 12px;cursor:pointer;color:${a?'#4CAF50':'#aaa'};border-bottom:1px solid #333;background:#2a2a2a;font-style:italic;`;
|
||||
ni.onmouseenter = () => ni.style.background = "#3a3a3a";
|
||||
ni.onmouseleave = () => ni.style.background = "#2a2a2a";
|
||||
ni.onclick = (e) => { e.stopPropagation(); self.addRow("None"); self.graph?.setDirtyCanvas(true, true); render(filter); };
|
||||
lc.appendChild(ni);
|
||||
}
|
||||
if (!Object.keys(self.loraTree).length) {
|
||||
if (!filter) { const em = document.createElement("div"); em.textContent = " Empty (Click UPDATE)"; em.style.cssText = "padding:20px;color:#f44336;text-align:center;"; lc.appendChild(em); }
|
||||
return;
|
||||
}
|
||||
if (lf.length > 0) {
|
||||
const all = getAllPaths(self.loraTree).filter(p => !p.isFolder && p.path.toLowerCase().includes(lf));
|
||||
if (!all.length) { const nr = document.createElement("div"); nr.textContent = `No results for "${filter}"`; nr.style.cssText = "padding:15px;color:#777;text-align:center;font-style:italic;"; lc.appendChild(nr); }
|
||||
else all.forEach(it => {
|
||||
const a = isAdded(it.path);
|
||||
const el = document.createElement("div");
|
||||
el.textContent = (a ? "✓ " : " ") + it.path;
|
||||
el.style.cssText = `padding:8px 12px;cursor:pointer;color:${a?'#4CAF50':'#ddd'};font-size:12px;border-bottom:1px solid #2a2a2a;`;
|
||||
el.onmouseenter = () => el.style.background = "#333";
|
||||
el.onmouseleave = () => el.style.background = "transparent";
|
||||
el.onclick = (e) => { e.stopPropagation(); self.addRow(it.path); self.graph?.setDirtyCanvas(true, true); render(filter); };
|
||||
lc.appendChild(el);
|
||||
});
|
||||
} else { renderTree("", self.loraTree, 0, lc, expanded, self, render); }
|
||||
};
|
||||
|
||||
render("");
|
||||
let tid = null;
|
||||
si.addEventListener("input", (e) => { if (tid) clearTimeout(tid); tid = setTimeout(() => render(e.target.value), 50); });
|
||||
document.body.appendChild(menu);
|
||||
setTimeout(() => si.focus(), 50);
|
||||
let ct2 = null;
|
||||
const close = () => { if (menu.parentNode) menu.remove(); document.removeEventListener("pointerdown", hoc, true); document.removeEventListener("keydown", hek, true); if (ct2) { clearTimeout(ct2); ct2 = null; } };
|
||||
const hek = (ev) => { if (ev.key === "Escape") close(); };
|
||||
const hoc = (ev) => { if (menu.contains(ev.target)) { if (ct2) { clearTimeout(ct2); ct2 = null; } return; } close(); };
|
||||
menu.addEventListener("mouseleave", () => { ct2 = setTimeout(close, 300); });
|
||||
menu.addEventListener("mouseenter", () => { if (ct2) { clearTimeout(ct2); ct2 = null; } });
|
||||
setTimeout(() => { document.addEventListener("pointerdown", hoc, true); document.addEventListener("keydown", hek, true); }, 50);
|
||||
};
|
||||
}
|
||||
});
|
||||
|
||||
function buildTree(list) {
|
||||
const tree = {};
|
||||
for (const l of list) {
|
||||
if (!l || l === "None") continue;
|
||||
const parts = l.replace(/\\/g, "/").split("/");
|
||||
let cur = tree;
|
||||
for (let i = 0; i < parts.length; i++) { const p = parts[i], last = i === parts.length - 1; if (!cur[p]) cur[p] = last ? null : {}; if (!last) cur = cur[p]; }
|
||||
}
|
||||
return tree;
|
||||
}
|
||||
function getAllPaths(tree, cp = "") {
|
||||
let paths = [];
|
||||
for (const n in tree) { const st = tree[n], fp = cp ? `${cp}/${n}` : n, isF = st !== null; paths.push({ path: fp, isFolder: isF }); if (isF) paths = paths.concat(getAllPaths(st, fp)); }
|
||||
return paths;
|
||||
}
|
||||
function renderTree(path, tree, level, container, expanded, self, renderFn) {
|
||||
const keys = Object.keys(tree).sort((a, b) => { const af = tree[a] !== null, bf = tree[b] !== null; if (af && !bf) return -1; if (!af && bf) return 1; return a.toLowerCase().localeCompare(b.toLowerCase()); });
|
||||
const isAdded = (n) => self.loraRows.some(r => r.name === n);
|
||||
for (const name of keys) {
|
||||
const sub = tree[name], isFolder = sub !== null, ip = path ? `${path}/${name}` : name;
|
||||
if (isFolder) {
|
||||
const fh = document.createElement("div");
|
||||
fh.style.cssText = `padding:8px 12px;cursor:pointer;color:#ffd700;font-size:13px;background:#252525;display:flex;align-items:center;padding-left:${12 + level * 16}px;`;
|
||||
fh.innerHTML = `<span style="margin-right:8px;">${expanded[ip] ? "▼" : "▶"}</span> ${name}`;
|
||||
fh.onclick = (e) => { e.stopPropagation(); expanded[ip] = !expanded[ip]; container.innerHTML = ""; renderTree("", self.loraTree, 0, container, expanded, self, renderFn); };
|
||||
container.appendChild(fh);
|
||||
if (expanded[ip]) renderTree(ip, sub, level + 1, container, expanded, self, renderFn);
|
||||
} else {
|
||||
const a = isAdded(ip);
|
||||
const fi = document.createElement("div");
|
||||
fi.textContent = (a ? "✓ " : " ") + name;
|
||||
fi.style.cssText = `padding:8px 12px;cursor:pointer;color:${a?'#4CAF50':'#ddd'};font-size:12px;padding-left:${12 + level * 16}px;`;
|
||||
fi.onmouseenter = () => fi.style.background = "#333";
|
||||
fi.onmouseleave = () => fi.style.background = "transparent";
|
||||
fi.onclick = (e) => { e.stopPropagation(); self.addRow(ip); self.graph?.setDirtyCanvas(true, true); renderFn(self.currentFilter); };
|
||||
container.appendChild(fi);
|
||||
}
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user