3472 lines
129 KiB
JavaScript
3472 lines
129 KiB
JavaScript
import { app } from "../../scripts/app.js";
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import { api } from "../../scripts/api.js";
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import { ComfyDialog, $el } from "../../scripts/ui.js";
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/**
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* @param {string} url
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* @param {any} [options=undefined]
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* @returns {Promise}
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*/
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function request(url, options = undefined) {
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return new Promise((resolve, reject) => {
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api.fetchApi(url, options)
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.then((response) => response.json())
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.then(resolve)
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.catch(reject);
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});
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}
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const modelNodeType = {
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"checkpoints": "CheckpointLoaderSimple",
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"clip": "CLIPLoader",
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"clip_vision": "CLIPVisionLoader",
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"controlnet": "ControlNetLoader",
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"diffusers": "DiffusersLoader",
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"embeddings": "Embedding",
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"gligen": "GLIGENLoader",
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"hypernetworks": "HypernetworkLoader",
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"photomaker": "PhotoMakerLoader",
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"loras": "LoraLoader",
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"style_models": "StyleModelLoader",
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"unet": "UNETLoader",
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"upscale_models": "UpscaleModelLoader",
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"vae": "VAELoader",
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"vae_approx": undefined,
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};
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const MODEL_EXTENSIONS = [".bin", ".ckpt", ".onnx", ".pt", ".pth", ".safetensors"]; // TODO: ask server for?
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const IMAGE_EXTENSIONS = [
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".png",
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".webp",
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".jpeg",
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".jpg",
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".gif",
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".apng",
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".preview.png",
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".preview.webp",
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".preview.jpeg",
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".preview.jpg",
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".preview.gif",
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".preview.apng",
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]; // TODO: /model-manager/image/extensions
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/**
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* @param {string} s
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* @param {string} prefix
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* @returns {string}
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*/
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function removePrefix(s, prefix) {
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if (s.length >= prefix.length && s.startsWith(prefix)){
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return s.substring(prefix.length);
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}
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return s;
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}
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/**
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* @param {string} s
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* @param {string} suffix
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* @returns {string}
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*/
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function removeSuffix(s, suffix) {
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if (s.length >= suffix.length && s.endsWith(suffix)){
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return s.substring(0, s.length - suffix.length);
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}
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return s;
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}
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class SearchPath {
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/**
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* @param {string} path
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* @returns {[string, string]}
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*/
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static split(path) {
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const i = Math.max(path.lastIndexOf("/"), path.lastIndexOf("\\")) + 1;
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return [path.slice(0, i), path.slice(i)];
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}
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/**
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* @param {string} path
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* @param {string[]} extensions
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* @returns {[string, string]}
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*/
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static splitExtension(path) {
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const i = path.lastIndexOf(".");
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if (i === -1) {
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return [path, ""];
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}
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return [path.slice(0, i), path.slice(i)];
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}
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/**
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* @param {string} path
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* @returns {string}
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*/
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static systemPath(path, searchSeparator, systemSeparator) {
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const i1 = path.indexOf(searchSeparator, 1);
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const i2 = path.indexOf(searchSeparator, i1 + 1);
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return path.slice(i2 + 1).replaceAll(searchSeparator, systemSeparator);
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}
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}
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/**
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* @param {string | undefined} [searchPath=undefined]
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* @param {string | undefined} [dateImageModified=undefined]
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* @param {string | undefined} [width=undefined]
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* @param {string | undefined} [height=undefined]
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* @returns {string}
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*/
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function imageUri(imageSearchPath = undefined, dateImageModified = undefined, width = undefined, height = undefined) {
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const path = imageSearchPath ?? "no-preview";
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const date = dateImageModified;
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let uri = `/model-manager/preview/get?uri=${path}`;
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if (width !== undefined && width !== null) {
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uri += `&width=${width}`;
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}
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if (height !== undefined && height !== null) {
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uri += `&height=${height}`;
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}
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if (date !== undefined && date !== null) {
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uri += `&v=${date}`;
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}
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return uri;
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}
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const PREVIEW_NONE_URI = imageUri();
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const PREVIEW_THUMBNAIL_WIDTH = 320;
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const PREVIEW_THUMBNAIL_HEIGHT = 480;
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/**
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* @param {(...args) => void} callback
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* @param {number | undefined} delay
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* @returns {(...args) => void}
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*/
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function debounce(callback, delay) {
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let timeoutId = null;
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return (...args) => {
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window.clearTimeout(timeoutId);
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timeoutId = window.setTimeout(() => {
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callback(...args);
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}, delay);
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};
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}
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/**
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* @param {HTMLButtonElement} element
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* @param {boolean} success
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* @param {string} [successText=""]
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* @param {string} [failureText=""]
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* @param {string} [resetText=""]
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*/
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function buttonAlert(element, success, successText = "", failureText = "", resetText = "") {
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if (element === undefined || element === null) {
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return;
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}
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const name = success ? "button-success" : "button-failure";
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element.classList.add(name);
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if (successText != "" && failureText != "") {
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element.innerHTML = success ? successText : failureText;
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}
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// TODO: debounce would be nice to get working...
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window.setTimeout((element, name, innerHTML) => {
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element.classList.remove(name);
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if (innerHTML != "") {
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element.innerHTML = innerHTML;
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}
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}, 1000, element, name, resetText);
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}
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/**
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*
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* @param {string} modelPath
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* @param {string} newValue
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* @returns {Promise<boolean>}
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*/
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async function saveNotes(modelPath, newValue) {
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return request(
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"/model-manager/notes/save",
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{
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method: "POST",
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body: JSON.stringify({
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"path": modelPath,
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"notes": newValue,
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}),
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}
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).then((result) => {
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return result["success"];
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})
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.catch((err) => {
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console.warn(err);
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return false;
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});
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}
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class Tabs {
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/** @type {Record<string, HTMLDivElement>} */
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#head = {};
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/** @type {Record<string, HTMLDivElement>} */
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#body = {};
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/**
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* @param {HTMLDivElement[]} tabs
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*/
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constructor(tabs) {
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const head = [];
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const body = [];
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tabs.forEach((el, index) => {
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const name = el.getAttribute("data-name");
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/** @type {HTMLDivElement} */
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const tag = $el(
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"div.head-item",
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{ onclick: () => this.active(name) },
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[name]
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);
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if (index === 0) {
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this.#active = name;
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}
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this.#head[name] = tag;
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head.push(tag);
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this.#body[name] = el;
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body.push(el);
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});
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this.element = $el("div.comfy-tabs", [
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$el("div.comfy-tabs-head", head),
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$el("div.comfy-tabs-body", body),
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]);
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this.active(this.#active);
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}
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#active = undefined;
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/**
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* @param {string} name
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*/
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active(name) {
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this.#active = name;
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Object.keys(this.#head).forEach((key) => {
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if (name === key) {
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this.#head[key].classList.add("active");
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this.#body[key].style.display = "";
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} else {
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this.#head[key].classList.remove("active");
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this.#body[key].style.display = "none";
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}
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});
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}
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}
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/**
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* @param {Record<HTMLDivElement, Any>} tabs
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* @returns {HTMLDivElement[]}
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*/
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function $tabs(tabs) {
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const instance = new Tabs(tabs);
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return instance.element;
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}
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/**
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* @param {string} name
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* @param {HTMLDivElement[]} el
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* @returns {HTMLDivElement}
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*/
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function $tab(name, el) {
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return $el("div", { dataset: { name } }, el);
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}
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/**
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* @returns {HTMLLabelElement}
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*/
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function $checkbox(x = { $: (el) => {}, textContent: "", checked: false }) {
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const text = x.textContent;
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const input = $el("input", {
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type: "checkbox",
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name: text ?? "checkbox",
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checked: x.checked ?? false,
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});
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const label = $el("label", [
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input,
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text === "" || text === undefined || text === null ? "" : " " + text,
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]);
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if (x.$ !== undefined){
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x.$(input);
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}
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return label;
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}
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/**
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* @param {Any} attr
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* @returns {HTMLDivElement}
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*/
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function $radioGroup(attr) {
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const { name = Date.now(), onchange, options = [], $ } = attr;
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/** @type {HTMLDivElement[]} */
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const radioGroup = options.map((item, index) => {
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const inputRef = { value: null };
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return $el(
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"div.comfy-radio",
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{ onclick: () => inputRef.value.click() },
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[
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$el("input.radio-input", {
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type: "radio",
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name: name,
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value: item.value,
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checked: index === 0,
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$: (el) => (inputRef.value = el),
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}),
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$el("label", [item.label ?? item.value]),
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]
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);
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});
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const element = $el("input", {
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name: name + "-group",
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value: options[0]?.value,
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});
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$?.(element);
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radioGroup.forEach((radio) => {
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radio.addEventListener("change", (event) => {
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const selectedValue = event.target.value;
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element.value = selectedValue;
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onchange?.(selectedValue);
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});
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});
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return $el("div.comfy-radio-group", radioGroup);
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}
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class ImageSelect {
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/** @constant {string} */ #PREVIEW_DEFAULT = "Default";
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/** @constant {string} */ #PREVIEW_UPLOAD = "Upload";
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/** @constant {string} */ #PREVIEW_URL = "URL";
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/** @constant {string} */ #PREVIEW_NONE = "No Preview";
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elements = {
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/** @type {HTMLDivElement} */ radioGroup: null,
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/** @type {HTMLDivElement} */ radioButtons: null,
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/** @type {HTMLDivElement} */ previews: null,
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/** @type {HTMLImageElement} */ defaultPreviewNoImage: null,
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/** @type {HTMLDivElement} */ defaultPreviews: null,
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/** @type {HTMLDivElement} */ defaultUrl: null,
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/** @type {HTMLImageElement} */ customUrlPreview: null,
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/** @type {HTMLInputElement} */ customUrl: null,
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/** @type {HTMLDivElement} */ custom: null,
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/** @type {HTMLImageElement} */ uploadPreview: null,
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/** @type {HTMLInputElement} */ uploadFile: null,
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/** @type {HTMLDivElement} */ upload: null,
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};
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/** @type {string} */
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#name = null;
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/** @returns {Promise<string> | Promise<File>} */
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async getImage() {
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const name = this.#name;
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const value = document.querySelector(`input[name="${name}"]:checked`).value;
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const elements = this.elements;
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switch (value) {
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case this.#PREVIEW_DEFAULT:
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const children = elements.defaultPreviews.children;
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const noImage = PREVIEW_NONE_URI;
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let url = "";
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for (let i = 0; i < children.length; i++) {
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const child = children[i];
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if (child.style.display !== "none" &&
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child.nodeName === "IMG" &&
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!child.src.endsWith(noImage)
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) {
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url = child.src;
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}
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}
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if (url.startsWith(Civitai.imageUrlPrefix())) {
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url = await Civitai.getFullSizeImageUrl(url).catch((err) => {
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console.warn(err);
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return url;
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});
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}
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return url;
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case this.#PREVIEW_URL:
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const value = elements.customUrl.value;
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if (value.startsWith(Civitai.imagePostUrlPrefix())) {
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try {
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const imageInfo = await Civitai.getImageInfo(value);
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const items = imageInfo["items"];
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if (items.length === 0) {
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console.warn("Civitai /api/v1/images returned 0 items.");
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return value;
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}
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return items[0]["url"];
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}
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catch (error) {
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console.error("Failed to get image info from Civitai!", error);
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return value;
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}
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}
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return value;
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case this.#PREVIEW_UPLOAD:
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return elements.uploadFile.files[0] ?? "";
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case this.#PREVIEW_NONE:
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return PREVIEW_NONE_URI;
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}
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return "";
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}
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/** @returns {void} */
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resetModelInfoPreview() {
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let noimage = this.elements.defaultUrl.dataset.noimage;
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[
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this.elements.defaultPreviewNoImage,
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this.elements.defaultPreviews,
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this.elements.customUrlPreview,
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this.elements.uploadPreview,
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].forEach((el) => {
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el.style.display = "none";
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if (this.elements.defaultPreviewNoImage !== el) {
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if (el.nodeName === "IMG") {
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el.src = noimage;
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}
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else {
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el.children[0].src = noimage;
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}
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}
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else {
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el.src = PREVIEW_NONE_URI;
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}
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});
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this.checkDefault();
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this.elements.uploadFile.value = "";
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this.elements.customUrl.value = "";
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this.elements.upload.style.display = "none";
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this.elements.custom.style.display = "none";
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}
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/** @returns {boolean} */
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defaultIsChecked() {
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const children = this.elements.radioButtons.children;
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for (let i = 0; i < children.length; i++) {
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const child = children[i];
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const radioButton = child.children[0];
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if (radioButton.value === this.#PREVIEW_DEFAULT) {
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return radioButton.checked;
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}
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};
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return false;
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}
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|
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/** @returns {void} */
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checkDefault() {
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const children = this.elements.radioButtons.children;
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for (let i = 0; i < children.length; i++) {
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const child = children[i];
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const radioButton = child.children[0];
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if (radioButton.value === this.#PREVIEW_DEFAULT) {
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this.elements.defaultPreviews.style.display = "block";
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radioButton.checked = true;
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break;
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}
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};
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}
|
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|
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/**
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* @param {1 | -1} step
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*/
|
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stepDefaultPreviews(step) {
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const children = this.elements.defaultPreviews.children;
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if (children.length === 0) {
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return;
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}
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let currentIndex = -step;
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for (let i = 0; i < children.length; i++) {
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const previewImage = children[i];
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const display = previewImage.style.display;
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if (display !== "none") {
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currentIndex = i;
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}
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previewImage.style.display = "none";
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}
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currentIndex = currentIndex + step;
|
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if (currentIndex >= children.length) { currentIndex = 0; }
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else if (currentIndex < 0) { currentIndex = children.length - 1; }
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children[currentIndex].style.display = "block";
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}
|
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|
|
/**
|
|
* @param {string} radioGroupName - Should be unique for every radio group.
|
|
* @param {string[]|undefined} defaultPreviews
|
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*/
|
|
constructor(radioGroupName, defaultPreviews = []) {
|
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if (defaultPreviews === undefined | defaultPreviews === null | defaultPreviews.length === 0) {
|
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defaultPreviews = [PREVIEW_NONE_URI];
|
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}
|
|
this.#name = radioGroupName;
|
|
|
|
const el_defaultUri = $el("div", {
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|
$: (el) => (this.elements.defaultUrl = el),
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style: { display: "none" },
|
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"data-noimage": PREVIEW_NONE_URI,
|
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});
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|
|
const el_defaultPreviewNoImage = $el("img", {
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$: (el) => (this.elements.defaultPreviewNoImage = el),
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src: PREVIEW_NONE_URI,
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style: { display: "none" },
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loading: "lazy",
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});
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const el_defaultPreviews = $el("div", {
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$: (el) => (this.elements.defaultPreviews = el),
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style: {
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width: "100%",
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height: "100%",
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},
|
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}, (() => {
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const imgs = defaultPreviews.map((url) => {
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return $el("img", {
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src: url,
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style: { display: "none" },
|
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loading: "lazy",
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onerror: (e) => {
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e.target.src = el_defaultUri.dataset.noimage ?? PREVIEW_NONE_URI;
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},
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});
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});
|
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if (imgs.length > 0) {
|
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imgs[0].style.display = "block";
|
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}
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return imgs;
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})());
|
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|
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const el_uploadPreview = $el("img", {
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$: (el) => (this.elements.uploadPreview = el),
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src: PREVIEW_NONE_URI,
|
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style: { display : "none" },
|
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onerror: (e) => {
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e.target.src = el_defaultUri.dataset.noimage ?? PREVIEW_NONE_URI;
|
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},
|
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});
|
|
const el_uploadFile = $el("input", {
|
|
$: (el) => (this.elements.uploadFile = el),
|
|
type: "file",
|
|
name: "upload preview image",
|
|
accept: IMAGE_EXTENSIONS.join(", "),
|
|
onchange: (e) => {
|
|
const file = e.target.files[0];
|
|
if (file) {
|
|
el_uploadPreview.src = URL.createObjectURL(file);
|
|
}
|
|
else {
|
|
el_uploadPreview.src = el_defaultUri.dataset.noimage;
|
|
}
|
|
},
|
|
});
|
|
const el_upload = $el("div.row.tab-header-flex-block", {
|
|
$: (el) => (this.elements.upload = el),
|
|
style: { display: "none" },
|
|
}, [
|
|
el_uploadFile,
|
|
]);
|
|
|
|
const el_customUrlPreview = $el("img", {
|
|
$: (el) => (this.elements.customUrlPreview = el),
|
|
src: PREVIEW_NONE_URI,
|
|
style: { display: "none" },
|
|
onerror: (e) => {
|
|
e.target.src = el_defaultUri.dataset.noimage ?? PREVIEW_NONE_URI;
|
|
},
|
|
});
|
|
const el_customUrl = $el("input.search-text-area", {
|
|
$: (el) => (this.elements.customUrl = el),
|
|
type: "text",
|
|
name: "custom preview image url",
|
|
autocomplete: "off",
|
|
placeholder: "https://custom-image-preview.png",
|
|
});
|
|
const el_custom = $el("div.row.tab-header-flex-block", {
|
|
$: (el) => (this.elements.custom = el),
|
|
style: { display: "none" },
|
|
}, [
|
|
el_customUrl,
|
|
$el("button.icon-button", {
|
|
textContent: "🔍︎",
|
|
onclick: async (e) => {
|
|
const value = el_customUrl.value;
|
|
if (value.startsWith(Civitai.imagePostUrlPrefix())) {
|
|
el_customUrlPreview.src = await Civitai.getImageInfo(value)
|
|
.then((imageInfo) => {
|
|
const items = imageInfo["items"];
|
|
if (items.length > 0) {
|
|
return items[0]["url"];
|
|
}
|
|
else {
|
|
console.warn("Civitai /api/v1/images returned 0 items.");
|
|
return value;
|
|
}
|
|
})
|
|
.catch((error) => {
|
|
console.error("Failed to get image info from Civitai!", error);
|
|
return value;
|
|
});
|
|
}
|
|
else {
|
|
el_customUrlPreview.src = value;
|
|
}
|
|
},
|
|
}),
|
|
]);
|
|
|
|
const el_previewButtons = $el("div.model-preview-overlay", {
|
|
style: {
|
|
display: el_defaultPreviews.children.length > 1 ? "block" : "none",
|
|
},
|
|
}, [
|
|
$el("button.icon-button.model-preview-button-left", {
|
|
textContent: "←",
|
|
onclick: () => this.stepDefaultPreviews(-1),
|
|
}),
|
|
$el("button.icon-button.model-preview-button-right", {
|
|
textContent: "→",
|
|
onclick: () => this.stepDefaultPreviews(1),
|
|
}),
|
|
]);
|
|
const el_previews = $el("div.item", {
|
|
$: (el) => (this.elements.previews = el),
|
|
}, [
|
|
$el("div", {
|
|
style: {
|
|
"width": "100%",
|
|
"height": "100%",
|
|
},
|
|
},
|
|
[
|
|
el_defaultPreviewNoImage,
|
|
el_defaultPreviews,
|
|
el_customUrlPreview,
|
|
el_uploadPreview,
|
|
],
|
|
),
|
|
el_previewButtons,
|
|
]);
|
|
|
|
const el_radioButtons = $radioGroup({
|
|
name: radioGroupName,
|
|
onchange: (value) => {
|
|
el_custom.style.display = "none";
|
|
el_upload.style.display = "none";
|
|
|
|
el_defaultPreviews.style.display = "none";
|
|
el_previewButtons.style.display = "none";
|
|
|
|
el_defaultPreviewNoImage.style.display = "none";
|
|
el_uploadPreview.style.display = "none";
|
|
el_customUrlPreview.style.display = "none";
|
|
|
|
switch (value) {
|
|
case this.#PREVIEW_DEFAULT:
|
|
el_defaultPreviews.style.display = "block";
|
|
el_previewButtons.style.display = el_defaultPreviews.children.length > 1 ? "block" : "none";
|
|
break;
|
|
case this.#PREVIEW_UPLOAD:
|
|
el_upload.style.display = "flex";
|
|
el_uploadPreview.style.display = "block";
|
|
break;
|
|
case this.#PREVIEW_URL:
|
|
el_custom.style.display = "flex";
|
|
el_customUrlPreview.style.display = "block";
|
|
break;
|
|
case this.#PREVIEW_NONE:
|
|
default:
|
|
el_defaultPreviewNoImage.style.display = "block";
|
|
break;
|
|
}
|
|
},
|
|
options: [
|
|
this.#PREVIEW_DEFAULT,
|
|
this.#PREVIEW_URL,
|
|
this.#PREVIEW_UPLOAD,
|
|
this.#PREVIEW_NONE,
|
|
].map((value) => {
|
|
return { value: value, };
|
|
}),
|
|
});
|
|
this.elements.radioButtons = el_radioButtons;
|
|
|
|
const children = el_radioButtons.children;
|
|
for (let i = 0; i < children.length; i++) {
|
|
const child = children[i];
|
|
const radioButton = child.children[0];
|
|
if (radioButton.value === this.#PREVIEW_DEFAULT) {
|
|
radioButton.checked = true;
|
|
break;
|
|
}
|
|
};
|
|
|
|
const el_radioGroup = $el("div.model-preview-select-radio-container", {
|
|
$: (el) => (this.elements.radioGroup = el),
|
|
}, [
|
|
$el("div.row.tab-header-flex-block", [el_radioButtons]),
|
|
$el("div.model-preview-select-radio-inputs", [
|
|
el_custom,
|
|
el_upload,
|
|
]),
|
|
]);
|
|
}
|
|
}
|
|
|
|
/**
|
|
* @typedef {Object} DirectoryItem
|
|
* @property {String} name
|
|
* @property {number | undefined} childCount
|
|
* @property {number | undefined} childIndex
|
|
*/
|
|
|
|
class ModelDirectories {
|
|
/** @type {DirectoryItem[]} */
|
|
data = [];
|
|
|
|
/**
|
|
* @returns {number}
|
|
*/
|
|
rootIndex() {
|
|
return 0;
|
|
}
|
|
|
|
/**
|
|
* @param {any} index
|
|
* @returns {boolean}
|
|
*/
|
|
isValidIndex(index) {
|
|
return typeof index === "number" && 0 <= index && index < this.data.length;
|
|
}
|
|
|
|
/**
|
|
* @param {number} index
|
|
* @returns {DirectoryItem}
|
|
*/
|
|
getItem(index) {
|
|
if (!this.isValidIndex(index)) {
|
|
throw new Error(`Index '${index}' is not valid!`);
|
|
}
|
|
return this.data[index];
|
|
}
|
|
|
|
/**
|
|
* @param {DirectoryItem | number} item
|
|
* @returns {boolean}
|
|
*/
|
|
isDirectory(item) {
|
|
if (typeof item === "number") {
|
|
item = this.getItem(item);
|
|
}
|
|
const childCount = item.childCount;
|
|
return childCount !== undefined && childCount != null;
|
|
}
|
|
|
|
/**
|
|
* @param {DirectoryItem | number} item
|
|
* @returns {boolean}
|
|
*/
|
|
isEmpty(item) {
|
|
if (typeof item === "number") {
|
|
item = this.getItem(item);
|
|
}
|
|
if (!this.isDirectory(item)) {
|
|
throw new Error("Item is not a directory!");
|
|
}
|
|
return item.childCount === 0;
|
|
}
|
|
|
|
/**
|
|
* Returns a slice of children from the directory list.
|
|
* @param {DirectoryItem | number} item
|
|
* @returns {DirectoryItem[]}
|
|
*/
|
|
getChildren(item) {
|
|
if (typeof item === "number") {
|
|
item = this.getItem(item);
|
|
if (!this.isDirectory(item)) {
|
|
throw new Error("Item is not a directory!");
|
|
}
|
|
}
|
|
else if (!this.isDirectory(item)) {
|
|
throw new Error("Item is not a directory!");
|
|
}
|
|
const count = item.childCount;
|
|
const index = item.childIndex;
|
|
return this.data.slice(index, index + count);
|
|
}
|
|
|
|
/**
|
|
* Returns index of child in parent directory. Returns -1 if DNE.
|
|
* @param {DirectoryItem | number} parent
|
|
* @param {string} name
|
|
* @returns {number}
|
|
*/
|
|
findChildIndex(parent, name) {
|
|
const item = this.getItem(parent);
|
|
if (!this.isDirectory(item)) {
|
|
throw new Error("Item is not a directory!");
|
|
}
|
|
const start = item.childIndex;
|
|
const children = this.getChildren(item);
|
|
const index = children.findIndex((item) => {
|
|
return item.name === name;
|
|
});
|
|
if (index === -1) {
|
|
return -1;
|
|
}
|
|
return index + start;
|
|
}
|
|
|
|
/**
|
|
* Returns a list of matching search results and valid path.
|
|
* @param {string} filter
|
|
* @param {string} searchSeparator
|
|
* @param {boolean} directoriesOnly
|
|
* @returns {[string[], string]}
|
|
*/
|
|
search(filter, searchSeparator, directoriesOnly) {
|
|
let cwd = this.rootIndex();
|
|
let indexLastWord = 1;
|
|
while (true) {
|
|
const indexNextWord = filter.indexOf(searchSeparator, indexLastWord);
|
|
if (indexNextWord === -1) {
|
|
// end of filter
|
|
break;
|
|
}
|
|
|
|
const item = this.getItem(cwd);
|
|
if (!this.isDirectory(item) || this.isEmpty(item)) {
|
|
break;
|
|
}
|
|
|
|
const word = filter.substring(indexLastWord, indexNextWord);
|
|
cwd = this.findChildIndex(cwd, word);
|
|
if (!this.isValidIndex(cwd)) {
|
|
return [[], ""];
|
|
}
|
|
indexLastWord = indexNextWord + 1;
|
|
}
|
|
//const cwdPath = filter.substring(0, indexLastWord);
|
|
|
|
const lastWord = filter.substring(indexLastWord);
|
|
const children = this.getChildren(cwd);
|
|
if (directoriesOnly) {
|
|
let indexPathEnd = indexLastWord;
|
|
const results = children.filter((child) => {
|
|
return (
|
|
this.isDirectory(child) &&
|
|
child.name.startsWith(lastWord)
|
|
);
|
|
}).map((directory) => {
|
|
const children = this.getChildren(directory);
|
|
const hasChildren = children.some((item) => {
|
|
return this.isDirectory(item);
|
|
});
|
|
const suffix = hasChildren ? searchSeparator : "";
|
|
//const suffix = searchSeparator;
|
|
if (directory.name == lastWord) {
|
|
indexPathEnd += searchSeparator.length + directory.name.length + 1;
|
|
}
|
|
return directory.name + suffix;
|
|
});
|
|
const path = filter.substring(0, indexPathEnd);
|
|
return [results, path];
|
|
}
|
|
else {
|
|
let indexPathEnd = indexLastWord;
|
|
const results = children.filter((child) => {
|
|
return child.name.startsWith(lastWord);
|
|
}).map((item) => {
|
|
const isDir = this.isDirectory(item);
|
|
const isNonEmptyDirectory = isDir && item.childCount > 0;
|
|
const suffix = isNonEmptyDirectory ? searchSeparator : "";
|
|
//const suffix = isDir ? searchSeparator : "";
|
|
if (!isDir && item.name == lastWord) {
|
|
indexPathEnd += searchSeparator.length + item.name.length + 1;
|
|
}
|
|
return item.name + suffix;
|
|
});
|
|
const path = filter.substring(0, indexPathEnd);
|
|
return [results, path];
|
|
}
|
|
}
|
|
}
|
|
|
|
const DROPDOWN_DIRECTORY_SELECTION_KEY_CLASS = "search-dropdown-key-selected";
|
|
const DROPDOWN_DIRECTORY_SELECTION_MOUSE_CLASS = "search-dropdown-mouse-selected";
|
|
|
|
|
|
class ModelData {
|
|
/** @type {string} */
|
|
searchSeparator = "/"; // TODO: other client or server code may be assuming this to always be "/"
|
|
|
|
/** @type {string} */
|
|
systemSeparator = null;
|
|
|
|
/** @type {Object} */
|
|
models = {};
|
|
|
|
/** @type {ModelDirectories} */
|
|
directories = null;
|
|
|
|
constructor() {
|
|
this.directories = new ModelDirectories();
|
|
}
|
|
}
|
|
|
|
class DirectoryDropdown {
|
|
/** @type {HTMLDivElement} */
|
|
element = null;
|
|
|
|
/** @type {Boolean} */
|
|
showDirectoriesOnly = false;
|
|
|
|
/** @type {HTMLInputElement} */
|
|
#input = null;
|
|
|
|
/** @type {() => string} */
|
|
#getModelType = null;
|
|
|
|
/** @type {ModelData} */
|
|
#modelData = null; // READ ONLY
|
|
|
|
/** @type {() => void} */
|
|
#updateCallback = null;
|
|
|
|
/** @type {() => Promise<void>} */
|
|
#submitCallback = null;
|
|
|
|
/** @type {string} */
|
|
#deepestPreviousPath = "/";
|
|
|
|
/** @type {Any} */
|
|
#touchSelectionStart = null;
|
|
|
|
/**
|
|
* @param {ModelData} modelData
|
|
* @param {HTMLInputElement} input
|
|
* @param {Boolean} [showDirectoriesOnly=false]
|
|
* @param {() => string} [getModelType= () => { return ""; }]
|
|
* @param {() => void} [updateCallback= () => {}]
|
|
* @param {() => Promise<void>} [submitCallback= () => {}]
|
|
*/
|
|
constructor(modelData, input, showDirectoriesOnly = false, getModelType = () => { return ""; }, updateCallback = () => {}, submitCallback = () => {}) {
|
|
/** @type {HTMLDivElement} */
|
|
const dropdown = $el("div.search-dropdown", { // TODO: change to `search-directory-dropdown`
|
|
style: {
|
|
display: "none",
|
|
},
|
|
});
|
|
this.element = dropdown;
|
|
this.#modelData = modelData;
|
|
this.#input = input;
|
|
this.#getModelType = getModelType;
|
|
this.#updateCallback = updateCallback;
|
|
this.#submitCallback = submitCallback;
|
|
this.showDirectoriesOnly = showDirectoriesOnly;
|
|
|
|
input.addEventListener("input", () => {
|
|
const path = this.#updateOptions();
|
|
if (path !== undefined) {
|
|
this.#restoreSelectedOption(path);
|
|
this.#updateDeepestPath(path);
|
|
}
|
|
updateCallback();
|
|
});
|
|
input.addEventListener("focus", () => {
|
|
const path = this.#updateOptions();
|
|
if (path !== undefined) {
|
|
this.#deepestPreviousPath = path;
|
|
this.#restoreSelectedOption(path);
|
|
}
|
|
updateCallback();
|
|
});
|
|
input.addEventListener("blur", () => { dropdown.style.display = "none"; });
|
|
input.addEventListener("keydown", async(e) => {
|
|
const options = dropdown.children;
|
|
let iSelection;
|
|
for (iSelection = 0; iSelection < options.length; iSelection++) {
|
|
const selection = options[iSelection];
|
|
if (selection.classList.contains(DROPDOWN_DIRECTORY_SELECTION_KEY_CLASS)) {
|
|
break;
|
|
}
|
|
}
|
|
if (e.key === "Escape") {
|
|
e.stopPropagation();
|
|
if (iSelection < options.length) {
|
|
const selection = options[iSelection];
|
|
selection.classList.remove(DROPDOWN_DIRECTORY_SELECTION_KEY_CLASS);
|
|
}
|
|
else {
|
|
e.target.blur();
|
|
}
|
|
}
|
|
else if (e.key === "ArrowRight" && dropdown.style.display !== "none") {
|
|
const selection = options[iSelection];
|
|
if (selection !== undefined && selection !== null) {
|
|
e.stopPropagation();
|
|
e.preventDefault(); // prevent cursor move
|
|
const input = e.target;
|
|
const searchSeparator = modelData.searchSeparator;
|
|
DirectoryDropdown.selectionToInput(
|
|
input,
|
|
selection,
|
|
searchSeparator,
|
|
DROPDOWN_DIRECTORY_SELECTION_KEY_CLASS
|
|
);
|
|
const path = this.#updateOptions();
|
|
if (path !== undefined) {
|
|
this.#restoreSelectedOption(path);
|
|
this.#updateDeepestPath(path);
|
|
}
|
|
updateCallback();
|
|
//await submitCallback();
|
|
}
|
|
}
|
|
else if (e.key === "ArrowLeft" && dropdown.style.display !== "none") {
|
|
const input = e.target;
|
|
const oldFilterText = input.value;
|
|
const searchSeparator = modelData.searchSeparator;
|
|
const iSep = oldFilterText.lastIndexOf(searchSeparator, oldFilterText.length - 2);
|
|
const newFilterText = oldFilterText.substring(0, iSep + 1);
|
|
if (oldFilterText !== newFilterText) {
|
|
const delta = oldFilterText.substring(iSep + 1);
|
|
let isMatch = delta[delta.length-1] === searchSeparator;
|
|
if (!isMatch) {
|
|
const options = dropdown.children;
|
|
for (let i = 0; i < options.length; i++) {
|
|
const option = options[i];
|
|
if (option.innerText.startsWith(delta)) {
|
|
isMatch = true;
|
|
break;
|
|
}
|
|
}
|
|
}
|
|
if (isMatch) {
|
|
e.stopPropagation();
|
|
e.preventDefault(); // prevent cursor move
|
|
input.value = newFilterText;
|
|
const path = this.#updateOptions();
|
|
if (path !== undefined) {
|
|
this.#restoreSelectedOption(path);
|
|
this.#updateDeepestPath(path);
|
|
}
|
|
updateCallback();
|
|
//await submitCallback();
|
|
}
|
|
}
|
|
}
|
|
else if (e.key === "Enter") {
|
|
e.stopPropagation();
|
|
const input = e.target;
|
|
if (dropdown.style.display !== "none") {
|
|
const selection = options[iSelection];
|
|
if (selection !== undefined && selection !== null) {
|
|
DirectoryDropdown.selectionToInput(
|
|
input,
|
|
selection,
|
|
modelData.searchSeparator,
|
|
DROPDOWN_DIRECTORY_SELECTION_KEY_CLASS
|
|
);
|
|
const path = this.#updateOptions();
|
|
if (path !== undefined) {
|
|
this.#updateDeepestPath(path);
|
|
}
|
|
updateCallback();
|
|
}
|
|
}
|
|
await submitCallback();
|
|
input.blur();
|
|
}
|
|
else if ((e.key === "ArrowDown" || e.key === "ArrowUp") && dropdown.style.display !== "none") {
|
|
e.stopPropagation();
|
|
e.preventDefault(); // prevent cursor move
|
|
let iNext = options.length;
|
|
if (iSelection < options.length) {
|
|
const selection = options[iSelection];
|
|
selection.classList.remove(DROPDOWN_DIRECTORY_SELECTION_KEY_CLASS);
|
|
const delta = e.key === "ArrowDown" ? 1 : -1;
|
|
iNext = iSelection + delta;
|
|
if (iNext < 0) {
|
|
iNext = options.length - 1;
|
|
}
|
|
else if (iNext >= options.length) {
|
|
iNext = 0;
|
|
}
|
|
const selectionNext = options[iNext];
|
|
selectionNext.classList.add(DROPDOWN_DIRECTORY_SELECTION_KEY_CLASS);
|
|
}
|
|
else if (iSelection === options.length) { // none
|
|
iNext = e.key === "ArrowDown" ? 0 : options.length-1;
|
|
const selection = options[iNext];
|
|
selection.classList.add(DROPDOWN_DIRECTORY_SELECTION_KEY_CLASS);
|
|
}
|
|
if (0 <= iNext && iNext < options.length) {
|
|
DirectoryDropdown.#clampDropdownScrollTop(dropdown, options[iNext]);
|
|
}
|
|
else {
|
|
dropdown.scrollTop = 0;
|
|
const options = dropdown.children;
|
|
for (iSelection = 0; iSelection < options.length; iSelection++) {
|
|
const selection = options[iSelection];
|
|
if (selection.classList.contains(DROPDOWN_DIRECTORY_SELECTION_KEY_CLASS)) {
|
|
selection.classList.remove(DROPDOWN_DIRECTORY_SELECTION_KEY_CLASS);
|
|
}
|
|
}
|
|
}
|
|
}
|
|
},
|
|
);
|
|
}
|
|
|
|
/**
|
|
* @param {HTMLInputElement} input
|
|
* @param {HTMLParagraphElement | undefined | null} selection
|
|
* @param {String} searchSeparator
|
|
* * @param {String} className
|
|
*/
|
|
static selectionToInput(input, selection, searchSeparator, className) {
|
|
selection.classList.remove(className);
|
|
const selectedText = selection.innerText;
|
|
const oldFilterText = input.value;
|
|
const iSep = oldFilterText.lastIndexOf(searchSeparator);
|
|
const previousPath = oldFilterText.substring(0, iSep + 1);
|
|
input.value = previousPath + selectedText;
|
|
}
|
|
|
|
/**
|
|
* @param {string} path
|
|
*/
|
|
#updateDeepestPath = (path) => {
|
|
const deepestPath = this.#deepestPreviousPath;
|
|
if (path.length > deepestPath.length || !deepestPath.startsWith(path)) {
|
|
this.#deepestPreviousPath = path;
|
|
}
|
|
};
|
|
|
|
/**
|
|
* @param {HTMLDivElement} dropdown
|
|
* @param {HTMLParagraphElement} selection
|
|
*/
|
|
static #clampDropdownScrollTop = (dropdown, selection) => {
|
|
let dropdownTop = dropdown.scrollTop;
|
|
const dropdownHeight = dropdown.offsetHeight;
|
|
const selectionHeight = selection.offsetHeight;
|
|
const selectionTop = selection.offsetTop;
|
|
dropdownTop = Math.max(dropdownTop, selectionTop - dropdownHeight + selectionHeight);
|
|
dropdownTop = Math.min(dropdownTop, selectionTop);
|
|
dropdown.scrollTop = dropdownTop;
|
|
};
|
|
|
|
/**
|
|
* @param {string} path
|
|
*/
|
|
#restoreSelectedOption(path) {
|
|
const searchSeparator = this.#modelData.searchSeparator;
|
|
const deepest = this.#deepestPreviousPath;
|
|
if (deepest.length >= path.length && deepest.startsWith(path)) {
|
|
let name = deepest.substring(path.length);
|
|
name = removePrefix(name, searchSeparator);
|
|
const i1 = name.indexOf(searchSeparator);
|
|
if (i1 !== -1) {
|
|
name = name.substring(0, i1);
|
|
}
|
|
|
|
const dropdown = this.element;
|
|
const options = dropdown.children;
|
|
let iSelection;
|
|
for (iSelection = 0; iSelection < options.length; iSelection++) {
|
|
const selection = options[iSelection];
|
|
let text = removeSuffix(selection.innerText, searchSeparator);
|
|
if (text === name) {
|
|
selection.classList.add(DROPDOWN_DIRECTORY_SELECTION_KEY_CLASS);
|
|
dropdown.scrollTop = dropdown.scrollHeight; // snap to top
|
|
DirectoryDropdown.#clampDropdownScrollTop(dropdown, selection);
|
|
break;
|
|
}
|
|
}
|
|
if (iSelection === options.length) {
|
|
dropdown.scrollTop = 0;
|
|
}
|
|
}
|
|
}
|
|
|
|
/**
|
|
* Returns path if update was successful.
|
|
* @returns {string | undefined}
|
|
*/
|
|
#updateOptions() {
|
|
const dropdown = this.element;
|
|
const input = this.#input;
|
|
|
|
const searchSeparator = this.#modelData.searchSeparator;
|
|
const filter = input.value;
|
|
if (filter[0] !== searchSeparator) {
|
|
dropdown.style.display = "none";
|
|
return undefined;
|
|
}
|
|
|
|
const modelType = this.#getModelType();
|
|
const searchPrefix = modelType !== "" ? searchSeparator + modelType : "";
|
|
const directories = this.#modelData.directories;
|
|
const [options, path] = directories.search(
|
|
searchPrefix + filter,
|
|
searchSeparator,
|
|
this.showDirectoriesOnly,
|
|
);
|
|
if (options.length === 0) {
|
|
dropdown.style.display = "none";
|
|
return undefined;
|
|
}
|
|
|
|
const selection_select = (e) => {
|
|
const selection = e.target;
|
|
if (e.movementX === 0 && e.movementY === 0) { return; }
|
|
if (!selection.classList.contains(DROPDOWN_DIRECTORY_SELECTION_MOUSE_CLASS)) {
|
|
// assumes only one will ever selected at a time
|
|
e.stopPropagation();
|
|
const children = dropdown.children;
|
|
for (let iChild = 0; iChild < children.length; iChild++) {
|
|
const child = children[iChild];
|
|
child.classList.remove(DROPDOWN_DIRECTORY_SELECTION_MOUSE_CLASS);
|
|
}
|
|
selection.classList.add(DROPDOWN_DIRECTORY_SELECTION_MOUSE_CLASS);
|
|
}
|
|
};
|
|
const selection_deselect = (e) => {
|
|
e.stopPropagation();
|
|
e.target.classList.remove(DROPDOWN_DIRECTORY_SELECTION_MOUSE_CLASS);
|
|
};
|
|
const selection_submit = async(e) => {
|
|
e.stopPropagation();
|
|
e.preventDefault();
|
|
const selection = e.target;
|
|
DirectoryDropdown.selectionToInput(
|
|
input,
|
|
selection,
|
|
searchSeparator,
|
|
DROPDOWN_DIRECTORY_SELECTION_MOUSE_CLASS
|
|
);
|
|
const path = this.#updateOptions(); // TODO: is this needed?
|
|
if (path !== undefined) {
|
|
this.#updateDeepestPath(path);
|
|
}
|
|
this.#updateCallback();
|
|
};
|
|
const selection_touch = async(e) => {
|
|
const [startX, startY] = this.#touchSelectionStart;
|
|
const [endX, endY] = [
|
|
e.changedTouches[0].clientX,
|
|
e.changedTouches[0].clientY
|
|
];
|
|
if (startX === endX && startY === endY) {
|
|
const touch = e.changedTouches[0];
|
|
const box = dropdown.getBoundingClientRect();
|
|
if (touch.clientX >= box.left &&
|
|
touch.clientX <= box.right &&
|
|
touch.clientY >= box.top &&
|
|
touch.clientY <= box.bottom) {
|
|
selection_submit(e);
|
|
}
|
|
}
|
|
};
|
|
const touch_start = (e) => {
|
|
this.#touchSelectionStart = [
|
|
e.changedTouches[0].clientX,
|
|
e.changedTouches[0].clientY
|
|
];
|
|
};
|
|
dropdown.innerHTML = "";
|
|
dropdown.append.apply(dropdown, options.map((text) => {
|
|
/** @type {HTMLParagraphElement} */
|
|
const p = $el(
|
|
"p",
|
|
{
|
|
onmouseenter: (e) => selection_select(e),
|
|
onmousemove: (e) => selection_select(e),
|
|
onmouseleave: (e) => selection_deselect(e),
|
|
onmousedown: (e) => selection_submit(e),
|
|
ontouchstart: (e) => touch_start(e),
|
|
ontouchmove: (e) => touch_move(e),
|
|
ontouchend: (e) => selection_touch(e),
|
|
},
|
|
[
|
|
text
|
|
]
|
|
);
|
|
return p;
|
|
}));
|
|
// TODO: handle when dropdown is near the bottom of the window
|
|
const inputRect = input.getBoundingClientRect();
|
|
dropdown.style.width = inputRect.width + "px";
|
|
dropdown.style.top = (input.offsetTop + inputRect.height) + "px";
|
|
dropdown.style.left = input.offsetLeft + "px";
|
|
dropdown.style.display = "block";
|
|
|
|
return path;
|
|
}
|
|
}
|
|
|
|
const MODEL_SORT_DATE_CREATED = "dateCreated";
|
|
const MODEL_SORT_DATE_MODIFIED = "dateModified";
|
|
const MODEL_SORT_DATE_NAME = "name";
|
|
|
|
class ModelGrid {
|
|
/**
|
|
* @param {string} nodeType
|
|
* @returns {int}
|
|
*/
|
|
static modelWidgetIndex(nodeType) {
|
|
return nodeType === undefined ? -1 : 0;
|
|
}
|
|
|
|
/**
|
|
* @param {string} text
|
|
* @param {string} file
|
|
* @param {boolean} removeExtension
|
|
* @returns {string}
|
|
*/
|
|
static insertEmbeddingIntoText(text, file, removeExtension) {
|
|
let name = file;
|
|
if (removeExtension) {
|
|
name = SearchPath.splitExtension(name)[0];
|
|
}
|
|
const sep = text.length === 0 || text.slice(-1).match(/\s/) ? "" : " ";
|
|
return text + sep + "(embedding:" + name + ":1.0)";
|
|
}
|
|
|
|
/**
|
|
* @param {Array} list
|
|
* @param {string} searchString
|
|
* @returns {Array}
|
|
*/
|
|
static #filter(list, searchString) {
|
|
/** @type {string[]} */
|
|
const keywords = searchString
|
|
//.replace("*", " ") // TODO: this is wrong for wildcards
|
|
.split(/(-?".*?"|[^\s"]+)+/g)
|
|
.map((item) => item
|
|
.trim()
|
|
.replace(/(?:")+/g, "")
|
|
.toLowerCase())
|
|
.filter(Boolean);
|
|
|
|
const regexSHA256 = /^[a-f0-9]{64}$/gi;
|
|
const fields = ["name", "path"];
|
|
return list.filter((element) => {
|
|
const text = fields
|
|
.reduce((memo, field) => memo + " " + element[field], "")
|
|
.toLowerCase();
|
|
return keywords.reduce((memo, target) => {
|
|
const excludeTarget = target[0] === "-";
|
|
if (excludeTarget && target.length === 1) { return memo; }
|
|
const filteredTarget = excludeTarget ? target.slice(1) : target;
|
|
if (element["SHA256"] !== undefined && regexSHA256.test(filteredTarget)) {
|
|
return memo && excludeTarget !== (filteredTarget === element["SHA256"]);
|
|
}
|
|
else {
|
|
return memo && excludeTarget !== text.includes(filteredTarget);
|
|
}
|
|
}, true);
|
|
});
|
|
}
|
|
|
|
/**
|
|
* In-place sort. Returns an array alias.
|
|
* @param {Array} list
|
|
* @param {string} sortBy
|
|
* @param {bool} [reverse=false]
|
|
* @returns {Array}
|
|
*/
|
|
static #sort(list, sortBy, reverse = false) {
|
|
let compareFn = null;
|
|
switch (sortBy) {
|
|
case MODEL_SORT_DATE_NAME:
|
|
compareFn = (a, b) => { return a[MODEL_SORT_DATE_NAME].localeCompare(b[MODEL_SORT_DATE_NAME]); };
|
|
break;
|
|
case MODEL_SORT_DATE_MODIFIED:
|
|
compareFn = (a, b) => { return b[MODEL_SORT_DATE_MODIFIED] - a[MODEL_SORT_DATE_MODIFIED]; };
|
|
break;
|
|
case MODEL_SORT_DATE_CREATED:
|
|
compareFn = (a, b) => { return b[MODEL_SORT_DATE_CREATED] - a[MODEL_SORT_DATE_CREATED]; };
|
|
break;
|
|
default:
|
|
console.warn("Invalid filter sort value: '" + sortBy + "'");
|
|
return list;
|
|
}
|
|
const sorted = list.sort(compareFn);
|
|
return reverse ? sorted.reverse() : sorted;
|
|
}
|
|
|
|
/**
|
|
* @param {Event} event
|
|
* @param {string} modelType
|
|
* @param {string} path
|
|
* @param {boolean} removeEmbeddingExtension
|
|
* @param {int} addOffset
|
|
*/
|
|
static #addModel(event, modelType, path, removeEmbeddingExtension, addOffset) {
|
|
let success = false;
|
|
if (modelType !== "embeddings") {
|
|
const nodeType = modelNodeType[modelType];
|
|
const widgetIndex = ModelGrid.modelWidgetIndex(nodeType);
|
|
let node = LiteGraph.createNode(nodeType, null, []);
|
|
if (widgetIndex !== -1 && node) {
|
|
node.widgets[widgetIndex].value = path;
|
|
const selectedNodes = app.canvas.selected_nodes;
|
|
let isSelectedNode = false;
|
|
for (var i in selectedNodes) {
|
|
const selectedNode = selectedNodes[i];
|
|
node.pos[0] = selectedNode.pos[0] + addOffset;
|
|
node.pos[1] = selectedNode.pos[1] + addOffset;
|
|
isSelectedNode = true;
|
|
break;
|
|
}
|
|
if (!isSelectedNode) {
|
|
const graphMouse = app.canvas.graph_mouse;
|
|
node.pos[0] = graphMouse[0];
|
|
node.pos[1] = graphMouse[1];
|
|
}
|
|
app.graph.add(node, {doProcessChange: true});
|
|
app.canvas.selectNode(node);
|
|
success = true;
|
|
}
|
|
event.stopPropagation();
|
|
}
|
|
else if (modelType === "embeddings") {
|
|
const [embeddingDirectory, embeddingFile] = SearchPath.split(path);
|
|
const selectedNodes = app.canvas.selected_nodes;
|
|
for (var i in selectedNodes) {
|
|
const selectedNode = selectedNodes[i];
|
|
const nodeType = modelNodeType[modelType];
|
|
const widgetIndex = ModelGrid.modelWidgetIndex(nodeType);
|
|
const target = selectedNode?.widgets[widgetIndex]?.element;
|
|
if (target && target.type === "textarea") {
|
|
target.value = ModelGrid.insertEmbeddingIntoText(target.value, embeddingFile, removeEmbeddingExtension);
|
|
success = true;
|
|
}
|
|
}
|
|
if (!success) {
|
|
console.warn("Try selecting a node before adding the embedding.");
|
|
}
|
|
event.stopPropagation();
|
|
}
|
|
buttonAlert(event.target, success, "✔", "✖", "✚");
|
|
}
|
|
|
|
static #getWidgetComboIndices(node, value) {
|
|
const widgetIndices = [];
|
|
node?.widgets?.forEach((widget, index) => {
|
|
if (widget.type === "combo" && widget.options.values?.includes(value)) {
|
|
widgetIndices.push(index);
|
|
}
|
|
});
|
|
return widgetIndices;
|
|
}
|
|
|
|
/**
|
|
* @param {Event} event
|
|
* @param {string} modelType
|
|
* @param {string} path
|
|
* @param {boolean} removeEmbeddingExtension
|
|
* @param {boolean} strictlyOnWidget
|
|
*/
|
|
static #dragAddModel(event, modelType, path, removeEmbeddingExtension, strictlyOnWidget) {
|
|
const target = document.elementFromPoint(event.x, event.y);
|
|
if (modelType !== "embeddings" && target.id === "graph-canvas") {
|
|
const pos = app.canvas.convertEventToCanvasOffset(event);
|
|
const node = app.graph.getNodeOnPos(pos[0], pos[1], app.canvas.visible_nodes);
|
|
|
|
let widgetIndex = -1;
|
|
if (widgetIndex === -1) {
|
|
const widgetIndices = this.#getWidgetComboIndices(node, path);
|
|
if (widgetIndices.length === 0) {
|
|
widgetIndex = -1;
|
|
}
|
|
else if (widgetIndices.length === 1) {
|
|
widgetIndex = widgetIndices[0];
|
|
if (strictlyOnWidget) {
|
|
const draggedWidget = app.canvas.processNodeWidgets(node, pos, event);
|
|
const widget = node.widgets[widgetIndex];
|
|
if (draggedWidget != widget) { // != check NOT same object
|
|
widgetIndex = -1;
|
|
}
|
|
}
|
|
}
|
|
else {
|
|
// ambiguous widget (strictlyOnWidget always true)
|
|
const draggedWidget = app.canvas.processNodeWidgets(node, pos, event);
|
|
widgetIndex = widgetIndices.findIndex((index) => {
|
|
return draggedWidget == node.widgets[index]; // == check same object
|
|
});
|
|
}
|
|
}
|
|
|
|
if (widgetIndex !== -1) {
|
|
node.widgets[widgetIndex].value = path;
|
|
app.canvas.selectNode(node);
|
|
}
|
|
else {
|
|
const expectedNodeType = modelNodeType[modelType];
|
|
const newNode = LiteGraph.createNode(expectedNodeType, null, []);
|
|
let newWidgetIndex = ModelGrid.modelWidgetIndex(expectedNodeType);
|
|
if (newWidgetIndex === -1) {
|
|
newWidgetIndex = this.#getWidgetComboIndices(newNode, path)[0] ?? -1;
|
|
}
|
|
if (newNode !== undefined && newNode !== null && newWidgetIndex !== -1) {
|
|
newNode.pos[0] = pos[0];
|
|
newNode.pos[1] = pos[1];
|
|
newNode.widgets[newWidgetIndex].value = path;
|
|
app.graph.add(newNode, {doProcessChange: true});
|
|
app.canvas.selectNode(newNode);
|
|
}
|
|
}
|
|
event.stopPropagation();
|
|
}
|
|
else if (modelType === "embeddings" && target.type === "textarea") {
|
|
const pos = app.canvas.convertEventToCanvasOffset(event);
|
|
const nodeAtPos = app.graph.getNodeOnPos(pos[0], pos[1], app.canvas.visible_nodes);
|
|
if (nodeAtPos) {
|
|
app.canvas.selectNode(nodeAtPos);
|
|
const [embeddingDirectory, embeddingFile] = SearchPath.split(path);
|
|
target.value = ModelGrid.insertEmbeddingIntoText(target.value, embeddingFile, removeEmbeddingExtension);
|
|
event.stopPropagation();
|
|
}
|
|
}
|
|
}
|
|
|
|
/**
|
|
* @param {Event} event
|
|
* @param {string} modelType
|
|
* @param {string} path
|
|
* @param {boolean} removeEmbeddingExtension
|
|
*/
|
|
static #copyModelToClipboard(event, modelType, path, removeEmbeddingExtension) {
|
|
const nodeType = modelNodeType[modelType];
|
|
let success = false;
|
|
if (nodeType === "Embedding") {
|
|
if (navigator.clipboard){
|
|
const [embeddingDirectory, embeddingFile] = SearchPath.split(path);
|
|
const embeddingText = ModelGrid.insertEmbeddingIntoText("", embeddingFile, removeEmbeddingExtension);
|
|
navigator.clipboard.writeText(embeddingText);
|
|
success = true;
|
|
}
|
|
else {
|
|
console.warn("Cannot copy the embedding to the system clipboard; Try dragging it instead.");
|
|
}
|
|
}
|
|
else if (nodeType) {
|
|
const node = LiteGraph.createNode(nodeType, null, []);
|
|
const widgetIndex = ModelGrid.modelWidgetIndex(nodeType);
|
|
if (widgetIndex !== -1) {
|
|
node.widgets[widgetIndex].value = path;
|
|
app.canvas.copyToClipboard([node]);
|
|
success = true;
|
|
}
|
|
}
|
|
else {
|
|
console.warn(`Unable to copy unknown model type '${modelType}.`);
|
|
}
|
|
buttonAlert(event.target, success, "✔", "✖", "⧉︎");
|
|
}
|
|
|
|
/**
|
|
* @param {Array} models
|
|
* @param {string} modelType
|
|
* @param {Object.<HTMLInputElement>} settingsElements
|
|
* @param {String} searchSeparator
|
|
* @param {String} systemSeparator
|
|
* @param {(searchPath: string) => Promise<void>} modelInfoCallback
|
|
* @returns {HTMLElement[]}
|
|
*/
|
|
static #generateInnerHtml(models, modelType, settingsElements, searchSeparator, systemSeparator, modelInfoCallback) {
|
|
// TODO: separate text and model logic; getting too messy
|
|
// TODO: fallback on button failure to copy text?
|
|
const canShowButtons = modelNodeType[modelType] !== undefined;
|
|
const showAddButton = canShowButtons && settingsElements["model-show-add-button"].checked;
|
|
const showCopyButton = canShowButtons && settingsElements["model-show-copy-button"].checked;
|
|
const strictDragToAdd = settingsElements["model-add-drag-strict-on-field"].checked;
|
|
const addOffset = parseInt(settingsElements["model-add-offset"].value);
|
|
const showModelExtension = settingsElements["model-show-label-extensions"].checked;
|
|
const removeEmbeddingExtension = !settingsElements["model-add-embedding-extension"].checked;
|
|
if (models.length > 0) {
|
|
return models.map((item) => {
|
|
const previewInfo = item.preview;
|
|
const searchPath = item.path;
|
|
const path = SearchPath.systemPath(searchPath, searchSeparator, systemSeparator);
|
|
let buttons = [];
|
|
if (showAddButton && !(modelType === "embeddings" && !navigator.clipboard)) {
|
|
buttons.push(
|
|
$el("button.icon-button.model-button", {
|
|
type: "button",
|
|
textContent: "⧉︎",
|
|
onclick: (e) => ModelGrid.#copyModelToClipboard(
|
|
e,
|
|
modelType,
|
|
path,
|
|
removeEmbeddingExtension
|
|
),
|
|
draggable: false,
|
|
})
|
|
);
|
|
}
|
|
if (showCopyButton) {
|
|
buttons.push(
|
|
$el("button.icon-button.model-button", {
|
|
type: "button",
|
|
textContent: "✚",
|
|
onclick: (e) => ModelGrid.#addModel(
|
|
e,
|
|
modelType,
|
|
path,
|
|
removeEmbeddingExtension,
|
|
addOffset
|
|
),
|
|
draggable: false,
|
|
})
|
|
);
|
|
}
|
|
const dragAdd = (e) => ModelGrid.#dragAddModel(
|
|
e,
|
|
modelType,
|
|
path,
|
|
removeEmbeddingExtension,
|
|
strictDragToAdd
|
|
);
|
|
return $el("div.item", {}, [
|
|
$el("img.model-preview", {
|
|
src: imageUri(
|
|
previewInfo?.path,
|
|
previewInfo?.dateModified,
|
|
PREVIEW_THUMBNAIL_WIDTH,
|
|
PREVIEW_THUMBNAIL_HEIGHT,
|
|
),
|
|
draggable: false,
|
|
loading: "lazy",
|
|
}),
|
|
$el("div.model-preview-overlay", {
|
|
ondragend: (e) => dragAdd(e),
|
|
draggable: true,
|
|
}),
|
|
$el("div.model-preview-top-right", {
|
|
draggable: false,
|
|
},
|
|
buttons
|
|
),
|
|
$el("div.model-preview-top-left", {
|
|
draggable: false,
|
|
}, [
|
|
$el("button.icon-button.model-button", {
|
|
type: "button",
|
|
textContent: "ⓘ",
|
|
onclick: async() => modelInfoCallback(searchPath),
|
|
draggable: false,
|
|
}),
|
|
]),
|
|
$el("div.model-label", {
|
|
ondragend: (e) => dragAdd(e),
|
|
draggable: false,
|
|
}, [
|
|
$el("p", [showModelExtension ? item.name : SearchPath.splitExtension(item.name)[0]])
|
|
]),
|
|
]);
|
|
});
|
|
} else {
|
|
return [$el("h2", ["No Models"])];
|
|
}
|
|
}
|
|
|
|
/**
|
|
* @param {HTMLDivElement} modelGrid
|
|
* @param {ModelData} modelData
|
|
* @param {HTMLSelectElement} modelSelect
|
|
* @param {Object.<{value: string}>} previousModelType
|
|
* @param {Object} settings
|
|
* @param {string} sortBy
|
|
* @param {boolean} reverseSort
|
|
* @param {Array} previousModelFilters
|
|
* @param {HTMLInputElement} modelFilter
|
|
* @param {(searchPath: string) => Promise<void>} modelInfoCallback
|
|
*/
|
|
static update(modelGrid, modelData, modelSelect, previousModelType, settings, sortBy, reverseSort, previousModelFilters, modelFilter, modelInfoCallback) {
|
|
const models = modelData.models;
|
|
let modelType = modelSelect.value;
|
|
if (models[modelType] === undefined) {
|
|
modelType = "checkpoints"; // TODO: magic value
|
|
}
|
|
|
|
if (modelType !== previousModelType.value) {
|
|
if (settings["model-persistent-search"].checked) {
|
|
previousModelFilters.splice(0, previousModelFilters.length); // TODO: make sure this actually worked!
|
|
}
|
|
else {
|
|
// cache previous filter text
|
|
previousModelFilters[previousModelType.value] = modelFilter.value;
|
|
// read cached filter text
|
|
modelFilter.value = previousModelFilters[modelType] ?? "";
|
|
}
|
|
previousModelType.value = modelType;
|
|
}
|
|
|
|
let modelTypeOptions = [];
|
|
for (const [key, value] of Object.entries(models)) {
|
|
const el = $el("option", [key]);
|
|
modelTypeOptions.push(el);
|
|
}
|
|
modelSelect.innerHTML = "";
|
|
modelTypeOptions.forEach(option => modelSelect.add(option));
|
|
modelSelect.value = modelType;
|
|
|
|
const searchAppend = settings["model-search-always-append"].value;
|
|
const searchText = modelFilter.value + " " + searchAppend;
|
|
const modelList = ModelGrid.#filter(models[modelType], searchText);
|
|
ModelGrid.#sort(modelList, sortBy, reverseSort);
|
|
|
|
modelGrid.innerHTML = "";
|
|
const modelGridModels = ModelGrid.#generateInnerHtml(
|
|
modelList,
|
|
modelType,
|
|
settings,
|
|
modelData.searchSeparator,
|
|
modelData.systemSeparator,
|
|
modelInfoCallback,
|
|
);
|
|
modelGrid.append.apply(modelGrid, modelGridModels);
|
|
}
|
|
}
|
|
|
|
class ModelInfoView {
|
|
/** @type {HTMLDivElement} */
|
|
element = null;
|
|
|
|
elements = {
|
|
/** @type {HTMLDivElement} */ info: null,
|
|
/** @type {HTMLTextAreaElement} */ notes: null,
|
|
/** @type {HTMLButtonElement} */ setPreviewButton: null,
|
|
/** @type {HTMLInputElement} */ moveDestinationInput: null,
|
|
};
|
|
|
|
/** @type {ImageSelect} */
|
|
previewSelect = null;
|
|
|
|
/** @type {string} */
|
|
#savedNotesValue = null;
|
|
|
|
/**
|
|
* @param {ModelData} modelData
|
|
* @param {() => Promise<void>} updateModels
|
|
*/
|
|
constructor(modelData, updateModels) {
|
|
const moveDestinationInput = $el("input.search-text-area", {
|
|
name: "move directory",
|
|
autocomplete: "off",
|
|
placeholder: modelData.searchSeparator,
|
|
value: modelData.searchSeparator,
|
|
});
|
|
this.elements.moveDestinationInput = moveDestinationInput;
|
|
|
|
const searchDropdown = new DirectoryDropdown(
|
|
modelData,
|
|
moveDestinationInput,
|
|
true,
|
|
);
|
|
|
|
const previewSelect = new ImageSelect("model-info-preview-model-FYUIKMNVB");
|
|
this.previewSelect = previewSelect;
|
|
previewSelect.elements.previews.style.display = "flex";
|
|
|
|
const setPreviewButton = $el("button", {
|
|
$: (el) => (this.elements.setPreviewButton = el),
|
|
textContent: "Set as Preview",
|
|
onclick: async(e) => {
|
|
const confirmation = window.confirm("Change preview image(s) PERMANENTLY?");
|
|
let updatedPreview = false;
|
|
if (confirmation) {
|
|
e.target.disabled = true;
|
|
const container = this.elements.info;
|
|
const path = container.dataset.path;
|
|
const imageUrl = await previewSelect.getImage();
|
|
if (imageUrl === PREVIEW_NONE_URI) {
|
|
const encodedPath = encodeURIComponent(path);
|
|
updatedPreview = await request(
|
|
`/model-manager/preview/delete?path=${encodedPath}`,
|
|
{
|
|
method: "POST",
|
|
body: JSON.stringify({}),
|
|
}
|
|
)
|
|
.then((result) => {
|
|
return result["success"];
|
|
})
|
|
.catch((err) => {
|
|
return false;
|
|
});
|
|
}
|
|
else {
|
|
const formData = new FormData();
|
|
formData.append("path", path);
|
|
const image = imageUrl[0] == "/" ? "" : imageUrl;
|
|
formData.append("image", image);
|
|
updatedPreview = await request(
|
|
`/model-manager/preview/set`,
|
|
{
|
|
method: "POST",
|
|
body: formData,
|
|
}
|
|
)
|
|
.then((result) => {
|
|
return result["success"];
|
|
})
|
|
.catch((err) => {
|
|
return false;
|
|
});
|
|
}
|
|
if (updatedPreview) {
|
|
updateModels();
|
|
const previewSelect = this.previewSelect;
|
|
previewSelect.elements.defaultUrl.dataset.noimage = PREVIEW_NONE_URI;
|
|
previewSelect.resetModelInfoPreview();
|
|
this.element.style.display = "none";
|
|
}
|
|
|
|
e.target.disabled = false;
|
|
}
|
|
buttonAlert(e.target, updatedPreview);
|
|
},
|
|
});
|
|
previewSelect.elements.radioButtons.addEventListener("change", (e) => {
|
|
setPreviewButton.style.display = previewSelect.defaultIsChecked() ? "none" : "block";
|
|
});
|
|
|
|
this.element = $el("div.model-info-view", {
|
|
style: { display: "none" },
|
|
}, [
|
|
$el("div.row.tab-header", {
|
|
display: "block",
|
|
}, [
|
|
$el("div.row.tab-header-flex-block", [
|
|
$el("button.icon-button", {
|
|
textContent: "🗑︎",
|
|
onclick: async(e) => {
|
|
const affirmation = "delete";
|
|
const confirmation = window.prompt("Type \"" + affirmation + "\" to delete the model PERMANENTLY.\n\nThis includes all image or text files.");
|
|
let deleted = false;
|
|
if (confirmation === affirmation) {
|
|
const container = this.elements.info;
|
|
const path = encodeURIComponent(container.dataset.path);
|
|
deleted = await request(
|
|
`/model-manager/model/delete?path=${path}`,
|
|
{
|
|
method: "POST",
|
|
}
|
|
)
|
|
.then((result) => {
|
|
const deleted = result["success"];
|
|
if (deleted)
|
|
{
|
|
container.innerHTML = "";
|
|
this.element.style.display = "none";
|
|
updateModels();
|
|
}
|
|
return deleted;
|
|
})
|
|
.catch((err) => {
|
|
return false;
|
|
});
|
|
}
|
|
if (!deleted) {
|
|
buttonAlert(e.target, false);
|
|
}
|
|
},
|
|
}),
|
|
$el("div.search-models", [
|
|
moveDestinationInput,
|
|
searchDropdown.element,
|
|
]),
|
|
$el("button", {
|
|
textContent: "Move",
|
|
onclick: async(e) => {
|
|
const confirmation = window.confirm("Move this file?");
|
|
let moved = false;
|
|
if (confirmation) {
|
|
const container = this.elements.info;
|
|
const oldFile = container.dataset.path;
|
|
const [oldFilePath, oldFileName] = SearchPath.split(oldFile);
|
|
const newFile = (
|
|
moveDestinationInput.value +
|
|
modelData.searchSeparator +
|
|
oldFileName
|
|
);
|
|
moved = await request(
|
|
`/model-manager/model/move`,
|
|
{
|
|
method: "POST",
|
|
body: JSON.stringify({
|
|
"oldFile": oldFile,
|
|
"newFile": newFile,
|
|
}),
|
|
}
|
|
)
|
|
.then((result) => {
|
|
const moved = result["success"];
|
|
if (moved)
|
|
{
|
|
moveDestinationInput.value = "";
|
|
container.innerHTML = "";
|
|
this.element.style.display = "none";
|
|
updateModels();
|
|
}
|
|
return moved;
|
|
})
|
|
.catch(err => {
|
|
return false;
|
|
});
|
|
}
|
|
buttonAlert(e.target, moved);
|
|
},
|
|
}),
|
|
]),
|
|
]),
|
|
$el("div.model-info-container", {
|
|
$: (el) => (this.elements.info = el),
|
|
"data-path": "",
|
|
}),
|
|
]);
|
|
}
|
|
|
|
/** @returns {boolean} */
|
|
isVisible() {
|
|
return this.element.style.display === "none";
|
|
}
|
|
|
|
/** @returns {void} */
|
|
show() {
|
|
this.element.removeAttribute("style");
|
|
}
|
|
|
|
/** @returns {Promise<void>} */
|
|
async hide() {
|
|
const notes = this.elements.notes;
|
|
if (notes !== undefined && notes !== null) {
|
|
const noteValue = this.elements.notes.value;
|
|
const savedNotesValue = this.#savedNotesValue;
|
|
if (noteValue.trim() !== savedNotesValue.trim()) {
|
|
const saveChanges = window.confirm("Save notes?");
|
|
if (saveChanges) {
|
|
const path = this.elements.info.dataset.path;
|
|
const saved = await saveNotes(path, noteValue);
|
|
if (!saved) {
|
|
window.alert("Failed to save notes!");
|
|
return;
|
|
}
|
|
this.#savedNotesValue = "";
|
|
}
|
|
else {
|
|
const discardChanges = window.confirm("Discard changes?");
|
|
if (!discardChanges) {
|
|
return;
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
this.element.style.display = "none";
|
|
}
|
|
|
|
/**
|
|
* @param {string} searchPath
|
|
* @param {() => Promise<void>} updateModels
|
|
* @param {string} searchSeparator
|
|
*/
|
|
async update(searchPath, updateModels, searchSeparator) {
|
|
const path = encodeURIComponent(searchPath);
|
|
const info = await request(`/model-manager/model/info?path=${path}`)
|
|
.catch((err) => {
|
|
console.log(err);
|
|
return null;
|
|
});
|
|
if (info === null) {
|
|
return;
|
|
}
|
|
const infoHtml = this.elements.info;
|
|
infoHtml.innerHTML = "";
|
|
infoHtml.dataset.path = searchPath;
|
|
const innerHtml = [];
|
|
const filename = info["File Name"];
|
|
if (filename !== undefined && filename !== null && filename !== "") {
|
|
innerHtml.push(
|
|
$el("div.row", {
|
|
style: { margin: "8px 0 16px 0" },
|
|
}, [
|
|
$el("h1", {
|
|
style: { margin: "0" },
|
|
}, [
|
|
filename,
|
|
]),
|
|
$el("div", [
|
|
$el("button.icon-button", {
|
|
textContent: "✎",
|
|
onclick: async(e) => {
|
|
const container = this.elements.info;
|
|
const oldFile = container.dataset.path;
|
|
const [oldFilePath, oldFileName] = SearchPath.split(oldFile);
|
|
const oldName = SearchPath.splitExtension(oldFileName)[0];
|
|
const newName = window.prompt("New model name:", oldName);
|
|
let renamed = false;
|
|
if (newName !== null && newName !== "" && newName != oldName) {
|
|
const newFile = (
|
|
oldFilePath +
|
|
searchSeparator +
|
|
newName +
|
|
SearchPath.splitExtension(oldFile)[1]
|
|
);
|
|
renamed = await request(
|
|
`/model-manager/model/move`,
|
|
{
|
|
method: "POST",
|
|
body: JSON.stringify({
|
|
"oldFile": oldFile,
|
|
"newFile": newFile,
|
|
}),
|
|
}
|
|
)
|
|
.then((result) => {
|
|
const renamed = result["success"];
|
|
if (renamed)
|
|
{
|
|
container.innerHTML = "";
|
|
this.element.style.display = "none";
|
|
updateModels();
|
|
}
|
|
return renamed;
|
|
})
|
|
.catch(err => {
|
|
console.log(err);
|
|
return false;
|
|
});
|
|
}
|
|
buttonAlert(e.target, renamed);
|
|
},
|
|
}),
|
|
]),
|
|
]),
|
|
);
|
|
}
|
|
|
|
const fileDirectory = info["File Directory"];
|
|
if (fileDirectory !== undefined && fileDirectory !== null && fileDirectory !== "") {
|
|
this.elements.moveDestinationInput.placeholder = fileDirectory
|
|
this.elements.moveDestinationInput.value = fileDirectory; // TODO: noise vs convenience
|
|
}
|
|
else {
|
|
this.elements.moveDestinationInput.placeholder = searchSeparator;
|
|
this.elements.moveDestinationInput.value = searchSeparator;
|
|
}
|
|
|
|
const previewSelect = this.previewSelect;
|
|
const defaultUrl = previewSelect.elements.defaultUrl;
|
|
if (info["Preview"]) {
|
|
const imagePath = info["Preview"]["path"];
|
|
const imageDateModified = info["Preview"]["dateModified"];
|
|
defaultUrl.dataset.noimage = imageUri(imagePath, imageDateModified);
|
|
}
|
|
else {
|
|
defaultUrl.dataset.noimage = PREVIEW_NONE_URI;
|
|
}
|
|
previewSelect.resetModelInfoPreview();
|
|
const setPreviewButton = this.elements.setPreviewButton;
|
|
setPreviewButton.style.display = previewSelect.defaultIsChecked() ? "none" : "block";
|
|
|
|
innerHtml.push($el("div", [
|
|
previewSelect.elements.previews,
|
|
$el("div.row.tab-header", [
|
|
$el("div.row.tab-header-flex-block", [
|
|
previewSelect.elements.radioGroup,
|
|
]),
|
|
$el("div.row.tab-header-flex-block", [
|
|
setPreviewButton,
|
|
]),
|
|
]),
|
|
$el("h2", ["Details:"]),
|
|
$el("div",
|
|
(() => {
|
|
const elements = [];
|
|
for (const [key, value] of Object.entries(info)) {
|
|
if (value === undefined || value === null) {
|
|
continue;
|
|
}
|
|
|
|
if (Array.isArray(value)) {
|
|
if (value.length > 0) {
|
|
elements.push($el("h2", [key + ":"]));
|
|
|
|
let text = "<p>";
|
|
for (let i = 0; i < value.length; i++) {
|
|
const v = value[i];
|
|
const tag = v[0];
|
|
const count = v[1];
|
|
text += tag + "<span class=\"no-select\"> (" + count + ")</span>";
|
|
if (i !== value.length - 1) {
|
|
text += ", ";
|
|
}
|
|
}
|
|
text += "</p>";
|
|
const div = $el("div");
|
|
div.innerHTML = text;
|
|
elements.push(div);
|
|
}
|
|
}
|
|
else {
|
|
if (key === "Notes") {
|
|
elements.push($el("h2", [key + ":"]));
|
|
const notes = $el("textarea.comfy-multiline-input", {
|
|
name: "model notes",
|
|
value: value,
|
|
rows: 12,
|
|
});
|
|
this.elements.notes = notes;
|
|
this.#savedNotesValue = value;
|
|
elements.push($el("button", {
|
|
textContent: "Save Notes",
|
|
onclick: async (e) => {
|
|
const path = this.elements.info.dataset.path;
|
|
const newValue = notes.value;
|
|
const saved = await saveNotes(path, newValue);
|
|
if (saved) {
|
|
this.#savedNotesValue = newValue;
|
|
}
|
|
buttonAlert(e.target, saved);
|
|
},
|
|
}));
|
|
elements.push(notes);
|
|
}
|
|
else if (key === "Description") {
|
|
if (value !== "") {
|
|
elements.push($el("h2", [key + ":"]));
|
|
elements.push($el("p", [value]));
|
|
}
|
|
}
|
|
else if (key === "Preview") {
|
|
//
|
|
}
|
|
else {
|
|
if (value !== "") {
|
|
elements.push($el("p", [key + ": " + value]));
|
|
}
|
|
}
|
|
}
|
|
}
|
|
return elements;
|
|
})(),
|
|
),
|
|
]));
|
|
infoHtml.append.apply(infoHtml, innerHtml);
|
|
// TODO: set default value of dropdown and value to model type?
|
|
}
|
|
}
|
|
|
|
class Civitai {
|
|
/**
|
|
* Get model info from Civitai.
|
|
*
|
|
* @param {string} id - Model ID.
|
|
* @param {string} apiPath - Civitai request subdirectory. "models" for 'model' urls. "model-version" for 'api' urls.
|
|
*
|
|
* @returns {Promise<Object>} Dictionary containing received model info. Returns an empty if fails.
|
|
*/
|
|
static async requestInfo(id, apiPath) {
|
|
const url = "https://civitai.com/api/v1/" + apiPath + "/" + id;
|
|
try {
|
|
return await request(url);
|
|
}
|
|
catch (error) {
|
|
console.error("Failed to get model info from Civitai!", error);
|
|
return {};
|
|
}
|
|
}
|
|
|
|
/**
|
|
* Extract file information from the given model version information.
|
|
*
|
|
* @param {Object} modelVersionInfo - Model version information.
|
|
* @param {(string|null)} [type=null] - Optional select by model type.
|
|
* @param {(string|null)} [fp=null] - Optional select by floating point quantization.
|
|
* @param {(string|null)} [size=null] - Optional select by sizing.
|
|
* @param {(string|null)} [format=null] - Optional select by file format.
|
|
*
|
|
* @returns {Object} - Extracted list of information on each file of the given model version.
|
|
*/
|
|
static getModelFilesInfo(modelVersionInfo, type = null, fp = null, size = null, format = null) {
|
|
const files = [];
|
|
const modelVersionFiles = modelVersionInfo["files"];
|
|
for (let i = 0; i < modelVersionFiles.length; i++) {
|
|
const modelVersionFile = modelVersionFiles[i];
|
|
|
|
const fileType = modelVersionFile["type"];
|
|
if (type instanceof String && type != fileType) { continue; }
|
|
|
|
const fileMeta = modelVersionFile["metadata"];
|
|
|
|
const fileFp = fileMeta["fp"];
|
|
if (fp instanceof String && fp != fileFp) { continue; }
|
|
|
|
const fileSize = fileMeta["size"];
|
|
if (size instanceof String && size != fileSize) { continue; }
|
|
|
|
const fileFormat = fileMeta["format"];
|
|
if (format instanceof String && format != fileFormat) { continue; }
|
|
|
|
files.push({
|
|
"downloadUrl": modelVersionFile["downloadUrl"],
|
|
"format": fileFormat,
|
|
"fp": fileFp,
|
|
"hashes": modelVersionFile["hashes"],
|
|
"name": modelVersionFile["name"],
|
|
"size": fileSize,
|
|
"sizeKB": modelVersionFile["sizeKB"],
|
|
"type": fileType,
|
|
});
|
|
}
|
|
return {
|
|
"files": files,
|
|
"id": modelVersionInfo["id"],
|
|
"images": modelVersionInfo["images"].map((image) => {
|
|
// TODO: do I need to double-check image matches resource?
|
|
return image["url"];
|
|
}),
|
|
"name": modelVersionInfo["name"],
|
|
"description": modelVersionInfo["description"] ?? "",
|
|
};
|
|
}
|
|
|
|
/**
|
|
* @param {string} stringUrl - Model url.
|
|
*
|
|
* @returns {Promise<Object>} - Download information for the given url.
|
|
*/
|
|
static async getFilteredInfo(stringUrl) {
|
|
const url = new URL(stringUrl);
|
|
if (url.hostname != "civitai.com") { return {}; }
|
|
if (url.pathname == "/") { return {} }
|
|
const urlPath = url.pathname;
|
|
if (urlPath.startsWith("/api")) {
|
|
const idEnd = urlPath.length - (urlPath.at(-1) == "/" ? 1 : 0);
|
|
const idStart = urlPath.lastIndexOf("/", idEnd - 1) + 1;
|
|
const modelVersionId = urlPath.substring(idStart, idEnd);
|
|
if (parseInt(modelVersionId, 10) == NaN) {
|
|
return {};
|
|
}
|
|
const modelVersionInfo = await Civitai.requestInfo(modelVersionId, "model-versions");
|
|
if (Object.keys(modelVersionInfo).length == 0) {
|
|
return {};
|
|
}
|
|
const searchParams = url.searchParams;
|
|
const filesInfo = Civitai.getModelFilesInfo(
|
|
modelVersionInfo,
|
|
searchParams.get("type"),
|
|
searchParams.get("fp"),
|
|
searchParams.get("size"),
|
|
searchParams.get("format"),
|
|
);
|
|
return {
|
|
"name": modelVersionInfo["model"]["name"],
|
|
"type": modelVersionInfo["model"]["type"],
|
|
"description": modelVersionInfo["description"] ?? "",
|
|
"versions": [filesInfo]
|
|
}
|
|
}
|
|
else if (urlPath.startsWith('/models')) {
|
|
const idStart = urlPath.indexOf("models/") + "models/".length;
|
|
const idEnd = (() => {
|
|
const idEnd = urlPath.indexOf("/", idStart);
|
|
return idEnd === -1 ? urlPath.length : idEnd;
|
|
})();
|
|
const modelId = urlPath.substring(idStart, idEnd);
|
|
if (parseInt(modelId, 10) == NaN) {
|
|
return {};
|
|
}
|
|
const modelInfo = await Civitai.requestInfo(modelId, "models");
|
|
if (Object.keys(modelInfo).length == 0) {
|
|
return {};
|
|
}
|
|
const modelVersionId = parseInt(url.searchParams.get("modelVersionId"));
|
|
const modelVersions = [];
|
|
const modelVersionInfos = modelInfo["modelVersions"];
|
|
for (let i = 0; i < modelVersionInfos.length; i++) {
|
|
const versionInfo = modelVersionInfos[i];
|
|
if (!Number.isNaN(modelVersionId)) {
|
|
if (modelVersionId != versionInfo["id"]) {continue; }
|
|
}
|
|
const filesInfo = Civitai.getModelFilesInfo(versionInfo);
|
|
modelVersions.push(filesInfo);
|
|
}
|
|
return {
|
|
"name": modelInfo["name"],
|
|
"type": modelInfo["type"],
|
|
"description": modelInfo["description"] ?? "",
|
|
"versions": modelVersions,
|
|
}
|
|
}
|
|
else {
|
|
return {};
|
|
}
|
|
}
|
|
|
|
/**
|
|
* @returns {string}
|
|
*/
|
|
static imagePostUrlPrefix() {
|
|
return "https://civitai.com/images/";
|
|
}
|
|
|
|
/**
|
|
* @returns {string}
|
|
*/
|
|
static imageUrlPrefix() {
|
|
return "https://image.civitai.com/";
|
|
}
|
|
|
|
/**
|
|
* @param {string} stringUrl - https://civitai.com/images/{imageId}.
|
|
*
|
|
* @returns {Promise<Object>} - Image information.
|
|
*/
|
|
static async getImageInfo(stringUrl) {
|
|
const imagePostUrlPrefix = Civitai.imagePostUrlPrefix();
|
|
if (!stringUrl.startsWith(imagePostUrlPrefix)) {
|
|
return {};
|
|
}
|
|
const id = stringUrl.substring(imagePostUrlPrefix.length).match(/^\d+/)[0];
|
|
const url = `https://civitai.com/api/v1/images?imageId=${id}`;
|
|
try {
|
|
return await request(url);
|
|
}
|
|
catch (error) {
|
|
console.error("Failed to get image info from Civitai!", error);
|
|
return {};
|
|
}
|
|
}
|
|
|
|
/**
|
|
* @param {string} stringUrl - https://image.civitai.com/...
|
|
*
|
|
* @returns {Promise<string>}
|
|
*/
|
|
static async getFullSizeImageUrl(stringUrl) {
|
|
const imageUrlPrefix = Civitai.imageUrlPrefix();
|
|
if (!stringUrl.startsWith(imageUrlPrefix)) {
|
|
return "";
|
|
}
|
|
const i0 = stringUrl.lastIndexOf("/");
|
|
const i1 = stringUrl.lastIndexOf(".");
|
|
if (i0 === -1 || i1 === -1) {
|
|
return "";
|
|
}
|
|
const id = parseInt(stringUrl.substring(i0 + 1, i1)).toString();
|
|
const url = `https://civitai.com/api/v1/images?imageId=${id}`;
|
|
try {
|
|
const imageInfo = await request(url);
|
|
const items = imageInfo["items"];
|
|
if (items.length === 0) {
|
|
console.warn("Civitai /api/v1/images returned 0 items.");
|
|
return stringUrl;
|
|
}
|
|
return items[0]["url"];
|
|
}
|
|
catch (error) {
|
|
console.error("Failed to get image info from Civitai!", error);
|
|
return stringUrl;
|
|
}
|
|
}
|
|
}
|
|
|
|
class HuggingFace {
|
|
/**
|
|
* Get model info from Huggingface.
|
|
*
|
|
* @param {string} id - Model ID.
|
|
* @param {string} apiPath - API path.
|
|
*
|
|
* @returns {Promise<Object>} Dictionary containing received model info. Returns an empty if fails.
|
|
*/
|
|
static async requestInfo(id, apiPath = "models") {
|
|
const url = "https://huggingface.co/api/" + apiPath + "/" + id;
|
|
try {
|
|
return await request(url);
|
|
}
|
|
catch (error) {
|
|
console.error("Failed to get model info from HuggingFace!", error);
|
|
return {};
|
|
}
|
|
}
|
|
|
|
/**
|
|
*
|
|
*
|
|
* @param {string} stringUrl - Model url.
|
|
*
|
|
* @returns {Promise<Object>}
|
|
*/
|
|
static async getFilteredInfo(stringUrl) {
|
|
const url = new URL(stringUrl);
|
|
if (url.hostname != "huggingface.co") { return {}; }
|
|
if (url.pathname == "/") { return {} }
|
|
const urlPath = url.pathname;
|
|
const i0 = 1;
|
|
const i1 = urlPath.indexOf("/", i0);
|
|
if (i1 == -1 || urlPath.length - 1 == i1) {
|
|
// user-name only
|
|
return {};
|
|
}
|
|
let i2 = urlPath.indexOf("/", i1 + 1);
|
|
if (i2 == -1) {
|
|
// model id only
|
|
i2 = urlPath.length;
|
|
}
|
|
const modelId = urlPath.substring(i0, i2);
|
|
const urlPathEnd = urlPath.substring(i2);
|
|
|
|
const isValidBranch = (
|
|
urlPathEnd.startsWith("/resolve") ||
|
|
urlPathEnd.startsWith("/blob") ||
|
|
urlPathEnd.startsWith("/tree")
|
|
);
|
|
|
|
let branch = "/main";
|
|
let filePath = "";
|
|
if (isValidBranch) {
|
|
const i0 = branch.length;
|
|
const i1 = urlPathEnd.indexOf("/", i0 + 1);
|
|
if (i1 == -1) {
|
|
if (i0 != urlPathEnd.length) {
|
|
// ends with branch
|
|
branch = urlPathEnd.substring(i0);
|
|
}
|
|
}
|
|
else {
|
|
branch = urlPathEnd.substring(i0, i1);
|
|
if (urlPathEnd.length - 1 > i1) {
|
|
filePath = urlPathEnd.substring(i1);
|
|
}
|
|
}
|
|
}
|
|
|
|
const modelInfo = await HuggingFace.requestInfo(modelId);
|
|
//const modelInfo = await requestInfo(modelId + "/tree" + branch); // this only gives you the files at the given branch path...
|
|
// oid: SHA-1?, lfs.oid: SHA-256
|
|
|
|
const clippedFilePath = filePath.substring(filePath[0] === "/" ? 1 : 0);
|
|
const modelFiles = modelInfo["siblings"].filter((sib) => {
|
|
const filename = sib["rfilename"];
|
|
for (let i = 0; i < MODEL_EXTENSIONS.length; i++) {
|
|
if (filename.endsWith(MODEL_EXTENSIONS[i])) {
|
|
return filename.startsWith(clippedFilePath);
|
|
}
|
|
}
|
|
return false;
|
|
}).map((sib) => {
|
|
const filename = sib["rfilename"];
|
|
return filename;
|
|
});
|
|
if (modelFiles.length === 0) {
|
|
return {};
|
|
}
|
|
|
|
const baseDownloadUrl = url.origin + urlPath.substring(0, i2) + "/resolve" + branch;
|
|
|
|
const images = modelInfo["siblings"].filter((sib) => {
|
|
const filename = sib["rfilename"];
|
|
for (let i = 0; i < IMAGE_EXTENSIONS.length; i++) {
|
|
if (filename.endsWith(IMAGE_EXTENSIONS[i])) {
|
|
return filename.startsWith(clippedFilePath);
|
|
}
|
|
}
|
|
return false;
|
|
}).map((sib) => {
|
|
return baseDownloadUrl + "/" + sib["rfilename"];
|
|
});
|
|
|
|
return {
|
|
"baseDownloadUrl": baseDownloadUrl,
|
|
"modelFiles": modelFiles,
|
|
"images": images,
|
|
"name": modelId,
|
|
};
|
|
}
|
|
}
|
|
|
|
/**
|
|
* @param {string} urlText
|
|
* @returns {Promise<[string, any[]]>} [name, modelInfos]
|
|
*/
|
|
async function getModelInfos(urlText) {
|
|
// TODO: class for proper return type
|
|
return await (async () => {
|
|
if (urlText.startsWith("https://civitai.com")) {
|
|
const civitaiInfo = await Civitai.getFilteredInfo(urlText);
|
|
if (Object.keys(civitaiInfo).length === 0) {
|
|
return ["", []];
|
|
}
|
|
const name = civitaiInfo["name"];
|
|
const infos = [];
|
|
const type = civitaiInfo["type"];
|
|
const modelInfo = civitaiInfo["description"]?? "";
|
|
civitaiInfo["versions"].forEach((version) => {
|
|
const images = version["images"];
|
|
const versionDescription = version["description"]??"";
|
|
const description = (versionDescription + "\n\n" + modelInfo).trim().replace(/<[^>]+>/g, ""); // quick hack
|
|
version["files"].forEach((file) => {
|
|
infos.push({
|
|
"images": images,
|
|
"fileName": file["name"],
|
|
"modelType": type,
|
|
"downloadUrl": file["downloadUrl"],
|
|
"downloadFilePath": "",
|
|
"description": description,
|
|
"details": {
|
|
"fileSizeKB": file["sizeKB"],
|
|
"fileType": file["type"],
|
|
"fp": file["fp"],
|
|
"quant": file["size"],
|
|
"fileFormat": file["format"],
|
|
},
|
|
});
|
|
});
|
|
});
|
|
return [name, infos];
|
|
}
|
|
if (urlText.startsWith("https://huggingface.co")) {
|
|
const hfInfo = await HuggingFace.getFilteredInfo(urlText);
|
|
if (Object.keys(hfInfo).length === 0) {
|
|
return ["", []];
|
|
}
|
|
const files = hfInfo["modelFiles"];
|
|
if (files.length === 0) {
|
|
return ["", []];
|
|
}
|
|
const name = hfInfo["name"];
|
|
const baseDownloadUrl = hfInfo["baseDownloadUrl"];
|
|
const infos = hfInfo["modelFiles"].map((file) => {
|
|
const indexSep = file.lastIndexOf("/");
|
|
const filename = file.substring(indexSep + 1);
|
|
return {
|
|
"images": hfInfo["images"],
|
|
"fileName": filename,
|
|
"modelType": "",
|
|
"downloadUrl": baseDownloadUrl + "/" + file + "?download=true",
|
|
"downloadFilePath": file.substring(0, indexSep + 1),
|
|
"description": "",
|
|
"details": {
|
|
"fileSizeKB": undefined, // TODO: too hard?
|
|
},
|
|
};
|
|
});
|
|
return [name, infos];
|
|
}
|
|
if (urlText.endsWith(".json")) {
|
|
const indexInfo = await request(urlText).catch(() => []);
|
|
const name = urlText.substring(math.max(urlText.lastIndexOf("/"), 0));
|
|
const infos = indexInfo.map((file) => {
|
|
return {
|
|
"images": [],
|
|
"fileName": file["name"],
|
|
"modelType": DownloadTab.modelTypeToComfyUiDirectory(file["type"], "") ?? "",
|
|
"downloadUrl": file["download"],
|
|
"downloadFilePath": "",
|
|
"description": file["description"],
|
|
"details": {},
|
|
};
|
|
});
|
|
return [name, infos];
|
|
}
|
|
return ["", []];
|
|
})();
|
|
}
|
|
|
|
class DownloadTab {
|
|
/** @type {HTMLDivElement} */
|
|
element = null;
|
|
|
|
elements = {
|
|
/** @type {HTMLInputElement} */ url: null,
|
|
/** @type {HTMLDivElement} */ infos: null,
|
|
/** @type {HTMLInputElement} */ overwrite: null,
|
|
};
|
|
|
|
/** @type {DOMParser} */
|
|
#domParser = null;
|
|
|
|
/** @type {() => Promise<void>} */
|
|
#updateModels = () => {};
|
|
|
|
/**
|
|
* @param {ModelData} modelData
|
|
* @param {any} settings
|
|
* @param {() => Promise<void>} updateModels
|
|
*/
|
|
constructor(modelData, settings, updateModels) {
|
|
this.#domParser = new DOMParser();
|
|
this.#updateModels = updateModels;
|
|
const update = async() => { await this.#update(modelData, settings); };
|
|
$el("div.tab-header", {
|
|
$: (el) => (this.element = el),
|
|
}, [
|
|
$el("div.row.tab-header-flex-block", [
|
|
$el("input.search-text-area", {
|
|
$: (el) => (this.elements.url = el),
|
|
type: "text",
|
|
name: "model download url",
|
|
autocomplete: "off",
|
|
placeholder: "example: https://civitai.com/models/207992/stable-video-diffusion-svd",
|
|
onkeydown: async (e) => {
|
|
if (e.key === "Enter") {
|
|
e.stopPropagation();
|
|
await update();
|
|
}
|
|
},
|
|
}),
|
|
$el("button.icon-button", {
|
|
onclick: async () => { await update(); },
|
|
textContent: "🔍︎",
|
|
}),
|
|
]),
|
|
$el("div.download-model-infos", {
|
|
$: (el) => (this.elements.infos = el),
|
|
}, [
|
|
$el("div", ["Input a URL to select a model to download."]),
|
|
]),
|
|
]);
|
|
}
|
|
|
|
/**
|
|
* Tries to return the related ComfyUI model directory if unambiguous.
|
|
*
|
|
* @param {string | undefined} modelType - Model type.
|
|
* @param {string | undefined} [fileType] - File type. Relevant for "Diffusers".
|
|
*
|
|
* @returns {(string | null)} Logical base directory name for model type. May be null if the directory is ambiguous or not a model type.
|
|
*/
|
|
static modelTypeToComfyUiDirectory(modelType, fileType) {
|
|
if (fileType !== undefined && fileType !== null) {
|
|
const f = fileType.toLowerCase();
|
|
if (f == "diffusers") { return "diffusers"; } // TODO: is this correct?
|
|
}
|
|
|
|
if (modelType !== undefined && modelType !== null) {
|
|
const m = modelType.toLowerCase();
|
|
// TODO: somehow allow for SERVER to set dir?
|
|
// TODO: allow user to choose EXISTING folder override/null? (style_models, HuggingFace) (use an object/map instead so settings can be dynamically set)
|
|
if (m == "aestheticGradient") { return null; }
|
|
else if (m == "checkpoint" || m == "checkpoints") { return "checkpoints"; }
|
|
//else if (m == "") { return "clip"; }
|
|
//else if (m == "") { return "clip_vision"; }
|
|
else if (m == "controlnet") { return "controlnet"; }
|
|
//else if (m == "Controlnet") { return "style_models"; } // are these controlnets? (TI-Adapter)
|
|
//else if (m == "") { return "gligen"; }
|
|
else if (m == "hypernetwork" || m == "hypernetworks") { return "hypernetworks"; }
|
|
else if (m == "lora" || m == "loras") { return "loras"; }
|
|
else if (m == "locon") { return "loras"; }
|
|
else if (m == "motionmodule") { return null; }
|
|
else if (m == "other") { return null; }
|
|
else if (m == "pose") { return null; }
|
|
else if (m == "textualinversion" || m == "embedding" || m == "embeddings") { return "embeddings"; }
|
|
//else if (m == "") { return "unet"; }
|
|
else if (m == "upscaler" || m == "upscale_model" || m == "upscale_models") { return "upscale_models"; }
|
|
else if (m == "vae") { return "vae"; }
|
|
else if (m == "wildcard" || m == "wildcards") { return null; }
|
|
else if (m == "workflow" || m == "workflows") { return null; }
|
|
}
|
|
return null;
|
|
}
|
|
|
|
/**
|
|
* @param {Object} info
|
|
* @param {ModelData} modelData
|
|
* @param {int} id
|
|
* @param {any} settings
|
|
* @returns {HTMLDivElement}
|
|
*/
|
|
#modelInfoHtml(info, modelData, id, settings) {
|
|
const downloadPreviewSelect = new ImageSelect(
|
|
"model-download-info-preview-model" + "-" + id,
|
|
info["images"],
|
|
);
|
|
|
|
const comfyUIModelType = (
|
|
DownloadTab.modelTypeToComfyUiDirectory(info["details"]["fileType"]) ??
|
|
DownloadTab.modelTypeToComfyUiDirectory(info["modelType"]) ??
|
|
""
|
|
);
|
|
const searchSeparator = modelData.searchSeparator;
|
|
const defaultBasePath = searchSeparator + (comfyUIModelType === "" ? "" : comfyUIModelType + searchSeparator + "0");
|
|
|
|
const el_saveDirectoryPath = $el("input.search-text-area", {
|
|
type: "text",
|
|
name: "save directory",
|
|
autocomplete: "off",
|
|
placeholder: defaultBasePath,
|
|
value: defaultBasePath,
|
|
});
|
|
const searchDropdown = new DirectoryDropdown(
|
|
modelData,
|
|
el_saveDirectoryPath,
|
|
true,
|
|
);
|
|
|
|
const default_name = (() => {
|
|
const filename = info["fileName"];
|
|
// TODO: only remove valid model file extensions
|
|
const i = filename.lastIndexOf(".");
|
|
return i === - 1 ? filename : filename.substring(0, i);
|
|
})();
|
|
const el_filename = $el("input.plain-text-area", {
|
|
type: "text",
|
|
name: "model save file name",
|
|
autocomplete: "off",
|
|
placeholder: default_name,
|
|
value: default_name,
|
|
});
|
|
|
|
const filepath = info["downloadFilePath"];
|
|
const modelInfo = $el("details.download-details", [
|
|
$el("summary", [filepath + info["fileName"]]),
|
|
$el("div", [
|
|
downloadPreviewSelect.elements.previews,
|
|
$el("div.download-settings-wrapper", [
|
|
$el("div.download-settings", [
|
|
$el("button.icon-button", {
|
|
textContent: "📥︎",
|
|
onclick: async (e) => {
|
|
const pathDirectory = el_saveDirectoryPath.value;
|
|
const modelName = (() => {
|
|
const filename = info["fileName"];
|
|
const name = el_filename.value;
|
|
if (name === "") {
|
|
return filename;
|
|
}
|
|
const ext = MODEL_EXTENSIONS.find((ext) => {
|
|
return filename.endsWith(ext);
|
|
}) ?? "";
|
|
return name + ext;
|
|
})();
|
|
const formData = new FormData();
|
|
formData.append("download", info["downloadUrl"]);
|
|
formData.append("path", pathDirectory);
|
|
formData.append("name", modelName);
|
|
const image = await downloadPreviewSelect.getImage();
|
|
formData.append("image", image === PREVIEW_NONE_URI ? "" : image);
|
|
formData.append("overwrite", this.elements.overwrite.checked);
|
|
e.target.disabled = true;
|
|
const [success, resultText] = await request(
|
|
"/model-manager/model/download",
|
|
{
|
|
method: "POST",
|
|
body: formData,
|
|
}
|
|
).then((data) => {
|
|
const success = data["success"];
|
|
if (!success) {
|
|
console.warn(data["invalid"]);
|
|
}
|
|
return [success, success ? "✔" : "📥︎"];
|
|
}).catch((err) => {
|
|
return [false, "📥︎"];
|
|
});
|
|
if (success) {
|
|
const description = info["description"];
|
|
if (settings["download-save-description-as-text-file"].checked && description !== "") {
|
|
const modelPath = pathDirectory + searchSeparator + modelName;
|
|
const saved = await saveNotes(modelPath, description);
|
|
if (!saved) {
|
|
console.warn("Description was note saved as notes!");
|
|
}
|
|
}
|
|
this.#updateModels();
|
|
}
|
|
buttonAlert(e.target, success, "✔", "✖", resultText);
|
|
e.target.disabled = success;
|
|
},
|
|
}),
|
|
$el("div.row.tab-header-flex-block", [
|
|
el_saveDirectoryPath,
|
|
searchDropdown.element,
|
|
]),
|
|
$el("div.row.tab-header-flex-block", [
|
|
el_filename,
|
|
]),
|
|
downloadPreviewSelect.elements.radioGroup,
|
|
]),
|
|
]),
|
|
]),
|
|
]);
|
|
|
|
return modelInfo;
|
|
}
|
|
|
|
/**
|
|
* @param {ModelData} modelData
|
|
* @param {any} settings
|
|
*/
|
|
async #update(modelData, settings) {
|
|
const [name, modelInfos] = await getModelInfos(this.elements.url.value);
|
|
const modelInfosHtml = modelInfos.filter((modelInfo) => {
|
|
const filename = modelInfo["fileName"];
|
|
return MODEL_EXTENSIONS.find((ext) => {
|
|
return filename.endsWith(ext);
|
|
}) ?? false;
|
|
}).map((modelInfo, id) => {
|
|
return this.#modelInfoHtml(
|
|
modelInfo,
|
|
modelData,
|
|
id,
|
|
settings,
|
|
);
|
|
});
|
|
if (modelInfosHtml.length === 0) {
|
|
modelInfosHtml.push($el("div", ["No results found."]));
|
|
}
|
|
else {
|
|
if (modelInfosHtml.length === 1) {
|
|
modelInfosHtml[0].open = true;
|
|
}
|
|
|
|
const header = $el("div", [
|
|
$el("h1", [name]),
|
|
$checkbox({
|
|
$: (el) => { this.elements.overwrite = el; },
|
|
textContent: "Overwrite Existing Files.",
|
|
checked: false,
|
|
}),
|
|
]);
|
|
modelInfosHtml.unshift(header);
|
|
}
|
|
|
|
const infosHtml = this.elements.infos;
|
|
infosHtml.innerHTML = "";
|
|
infosHtml.append.apply(infosHtml, modelInfosHtml);
|
|
}
|
|
}
|
|
|
|
class ModelTab {
|
|
/** @type {HTMLDivElement} */
|
|
element = null;
|
|
|
|
elements = {
|
|
/** @type {HTMLDivElement} */ modelGrid: null,
|
|
/** @type {HTMLSelectElement} */ modelTypeSelect: null,
|
|
/** @type {HTMLSelectElement} */ modelSortSelect: null,
|
|
/** @type {HTMLInputElement} */ modelContentFilter: null,
|
|
};
|
|
|
|
/** @type {Array} */
|
|
previousModelFilters = [];
|
|
|
|
/** @type {Object.<{value: string}>} */
|
|
previousModelType = { value: null };
|
|
|
|
/** @type {DirectoryDropdown} */
|
|
directoryDropdown = null;
|
|
|
|
/** @type {ModelData} */
|
|
#modelData = null;
|
|
|
|
/** @type {ModelInfoView} */
|
|
#modelInfoView = null;
|
|
|
|
/** @type {@param {() => Promise<void>}} */
|
|
#updateModels = null;
|
|
|
|
/** */
|
|
#settingsElements = null;
|
|
|
|
/** @type {() => void} */
|
|
updateModelGrid = () => {};
|
|
|
|
/**
|
|
* @param {() => Promise<void>} updateModels
|
|
* @param {ModelData} modelData
|
|
* @param {ModelInfoView} modelInfoView
|
|
* @param {any} settingsElements
|
|
*/
|
|
constructor(updateModels, modelData, modelInfoView, settingsElements) {
|
|
/** @type {HTMLDivElement} */
|
|
const modelGrid = $el("div.comfy-grid");
|
|
this.elements.modelGrid = modelGrid;
|
|
|
|
this.#updateModels = updateModels;
|
|
this.#modelData = modelData;
|
|
this.#modelInfoView = modelInfoView;
|
|
this.#settingsElements = settingsElements;
|
|
|
|
const searchInput = $el("input.search-text-area", {
|
|
$: (el) => (this.elements.modelContentFilter = el),
|
|
type: "text",
|
|
name: "model search",
|
|
autocomplete: "off",
|
|
placeholder: "example: /0/1.5/styles/clothing -.pt",
|
|
});
|
|
|
|
const updatePreviousModelFilter = () => {
|
|
const modelType = this.elements.modelTypeSelect.value;
|
|
const value = this.elements.modelContentFilter.value;
|
|
this.previousModelFilters[modelType] = value;
|
|
};
|
|
|
|
/**
|
|
* @param {string} searchPath
|
|
*/
|
|
const showModelInfoView = async(searchPath) => {
|
|
this.#modelInfoView.update(
|
|
searchPath,
|
|
this.#updateModels,
|
|
this.#modelData.searchSeparator
|
|
).then(() => {
|
|
this.#modelInfoView.show();
|
|
});
|
|
}
|
|
|
|
const updateModelGrid = () => {
|
|
const sortValue = this.elements.modelSortSelect.value;
|
|
const reverseSort = sortValue[0] === "-";
|
|
const sortBy = reverseSort ? sortValue.substring(1) : sortValue;
|
|
ModelGrid.update(
|
|
this.elements.modelGrid,
|
|
this.#modelData,
|
|
this.elements.modelTypeSelect,
|
|
this.previousModelType,
|
|
this.#settingsElements,
|
|
sortBy,
|
|
reverseSort,
|
|
this.previousModelFilters,
|
|
this.elements.modelContentFilter,
|
|
showModelInfoView,
|
|
);
|
|
this.element.scrollTop = 0;
|
|
}
|
|
this.updateModelGrid = updateModelGrid;
|
|
|
|
const searchDropdown = new DirectoryDropdown(
|
|
modelData,
|
|
searchInput,
|
|
false,
|
|
() => { return this.elements.modelTypeSelect.value; },
|
|
updatePreviousModelFilter,
|
|
updateModelGrid,
|
|
);
|
|
this.directoryDropdown = searchDropdown;
|
|
|
|
this.element = $el("div", [
|
|
$el("div.row.tab-header", [
|
|
$el("div.row.tab-header-flex-block", [
|
|
$el("button.icon-button", {
|
|
type: "button",
|
|
textContent: "⟳",
|
|
onclick: () => updateModels(),
|
|
}),
|
|
$el("select.model-select-dropdown", {
|
|
$: (el) => (this.elements.modelTypeSelect = el),
|
|
name: "model-type",
|
|
onchange: () => updateModelGrid(),
|
|
}),
|
|
$el("select.model-select-dropdown",
|
|
{
|
|
$: (el) => (this.elements.modelSortSelect = el),
|
|
name: "model select dropdown",
|
|
onchange: () => updateModelGrid(),
|
|
},
|
|
[
|
|
$el("option", { value: MODEL_SORT_DATE_CREATED }, ["Created (newest to oldest)"]),
|
|
$el("option", { value: "-" + MODEL_SORT_DATE_CREATED }, ["Created (oldest to newest)"]),
|
|
$el("option", { value: MODEL_SORT_DATE_MODIFIED }, ["Modified (newest to oldest)"]),
|
|
$el("option", { value: "-" + MODEL_SORT_DATE_MODIFIED }, ["Modified (oldest to newest)"]),
|
|
$el("option", { value: MODEL_SORT_DATE_NAME }, ["Name (A-Z)"]),
|
|
$el("option", { value: "-" + MODEL_SORT_DATE_NAME }, ["Name (Z-A)"]),
|
|
],
|
|
),
|
|
]),
|
|
$el("div.row.tab-header-flex-block", [
|
|
$el("div.search-models", [
|
|
searchInput,
|
|
searchDropdown.element,
|
|
]),
|
|
$el("button.icon-button", {
|
|
type: "button",
|
|
textContent: "🔍︎",
|
|
onclick: () => updateModelGrid(),
|
|
}),
|
|
]),
|
|
]),
|
|
modelGrid,
|
|
]);
|
|
}
|
|
}
|
|
|
|
class SettingsTab {
|
|
/** @type {HTMLDivElement} */
|
|
element = null;
|
|
|
|
elements = {
|
|
/** @type {HTMLButtonElement} */ reloadButton: null,
|
|
/** @type {HTMLButtonElement} */ saveButton: null,
|
|
/** @type {HTMLDivElement} */ setPreviewButton: null,
|
|
settings: {
|
|
//"sidebar-default-height": null,
|
|
//"sidebar-default-width": null,
|
|
/** @type {HTMLTextAreaElement} */ "model-search-always-append": null,
|
|
/** @type {HTMLInputElement} */ "model-persistent-search": null,
|
|
/** @type {HTMLInputElement} */ "model-show-label-extensions": null,
|
|
/** @type {HTMLInputElement} */ "model-preview-fallback-search-safetensors-thumbnail": null,
|
|
|
|
/** @type {HTMLInputElement} */ "model-show-add-button": null,
|
|
/** @type {HTMLInputElement} */ "model-show-copy-button": null,
|
|
/** @type {HTMLInputElement} */ "model-add-embedding-extension": null,
|
|
/** @type {HTMLInputElement} */ "model-add-drag-strict-on-field": null,
|
|
/** @type {HTMLInputElement} */ "model-add-offset": null,
|
|
|
|
/** @type {HTMLInputElement} */ "download-save-description-as-text-file": null,
|
|
},
|
|
};
|
|
|
|
/** @return {() => Promise<void>} */
|
|
#updateModels = () => {};
|
|
|
|
/**
|
|
* @param {Object} settingsData
|
|
* @param {boolean} updateModels
|
|
*/
|
|
#setSettings(settingsData, updateModels) {
|
|
const settings = this.elements.settings;
|
|
for (const [key, value] of Object.entries(settingsData)) {
|
|
const setting = settings[key];
|
|
if (setting === undefined || setting === null) {
|
|
continue;
|
|
}
|
|
const type = setting.type;
|
|
switch (type) {
|
|
case "checkbox": setting.checked = Boolean(value); break;
|
|
case "range": setting.value = parseFloat(value); break;
|
|
case "textarea": setting.value = value; break;
|
|
case "number": setting.value = parseInt(value); break;
|
|
default: console.warn("Unknown settings input type!");
|
|
}
|
|
}
|
|
|
|
if (updateModels) {
|
|
this.#updateModels(); // Is this slow?
|
|
}
|
|
}
|
|
|
|
/**
|
|
* @param {boolean} updateModels
|
|
* @returns {Promise<void>}
|
|
*/
|
|
async reload(updateModels) {
|
|
const data = await request("/model-manager/settings/load");
|
|
const settingsData = data["settings"];
|
|
this.#setSettings(settingsData, updateModels);
|
|
buttonAlert(this.elements.reloadButton, true);
|
|
}
|
|
|
|
/** @returns {Promise<void>} */
|
|
async save() {
|
|
let settingsData = {};
|
|
for (const [setting, el] of Object.entries(this.elements.settings)) {
|
|
if (!el) { continue; } // hack
|
|
const type = el.type;
|
|
let value = null;
|
|
switch (type) {
|
|
case "checkbox": value = el.checked; break;
|
|
case "range": value = el.value; break;
|
|
case "textarea": value = el.value; break;
|
|
case "number": value = el.value; break;
|
|
default: console.warn("Unknown settings input type!");
|
|
}
|
|
settingsData[setting] = value;
|
|
}
|
|
|
|
const data = await request(
|
|
"/model-manager/settings/save",
|
|
{
|
|
method: "POST",
|
|
body: JSON.stringify({ "settings": settingsData }),
|
|
}
|
|
).catch((err) => {
|
|
return { "success": false };
|
|
});
|
|
const success = data["success"];
|
|
if (success) {
|
|
const settingsData = data["settings"];
|
|
this.#setSettings(settingsData, true);
|
|
}
|
|
buttonAlert(this.elements.saveButton, success);
|
|
}
|
|
|
|
/**
|
|
* @param {() => Promise<void>} updateModels
|
|
*/
|
|
constructor(updateModels) {
|
|
this.#updateModels = updateModels;
|
|
const settings = this.elements.settings;
|
|
$el("div.model-manager-settings", {
|
|
$: (el) => (this.element = el),
|
|
}, [
|
|
$el("h1", ["Settings"]),
|
|
$el("div", [
|
|
$el("button", {
|
|
$: (el) => (this.elements.reloadButton = el),
|
|
type: "button",
|
|
textContent: "Reload", // ⟳
|
|
onclick: () => this.reload(true),
|
|
}),
|
|
$el("button", {
|
|
$: (el) => (this.elements.saveButton = el),
|
|
type: "button",
|
|
textContent: "Save", // 💾︎
|
|
onclick: () => this.save(),
|
|
}),
|
|
]),
|
|
/*
|
|
$el("h2", ["Window"]),
|
|
$el("div", [
|
|
$el("p", ["Default sidebar width"]),
|
|
$el("input", {
|
|
$: (el) => (settings["sidebar-default-width"] = el),
|
|
type: "number",
|
|
name: "default sidebar width",
|
|
value: 0.5,
|
|
min: 0.0,
|
|
max: 1.0,
|
|
step: 0.05,
|
|
}),
|
|
]),
|
|
$el("div", [
|
|
$el("p", ["Default sidebar height"]),
|
|
$el("input", {
|
|
$: (el) => (settings["sidebar-default-height"] = el),
|
|
type: "number",
|
|
name: "default sidebar height",
|
|
textContent: "Default sidebar height",
|
|
value: 0.5,
|
|
min: 0.0,
|
|
max: 1.0,
|
|
step: 0.05,
|
|
}),
|
|
]),
|
|
*/
|
|
$el("h2", ["Model Search"]),
|
|
$el("div", [
|
|
$el("div.search-settings-text", [
|
|
$el("p", ["Always include in model search:"]),
|
|
$el("textarea.comfy-multiline-input", {
|
|
$: (el) => (settings["model-search-always-append"] = el),
|
|
name: "always include in model search",
|
|
placeholder: "example: -nsfw",
|
|
rows: "6",
|
|
}),
|
|
]),
|
|
]),
|
|
$checkbox({
|
|
$: (el) => (settings["model-persistent-search"] = el),
|
|
textContent: "Persistent search text across model types",
|
|
}),
|
|
$checkbox({
|
|
$: (el) => (settings["model-show-label-extensions"] = el),
|
|
textContent: "Show model file extension in labels",
|
|
}),
|
|
$checkbox({
|
|
$: (el) => (settings["model-preview-fallback-search-safetensors-thumbnail"] = el),
|
|
textContent: "Fallback on embedded thumbnail in safetensors (refresh slow)",
|
|
}),
|
|
$checkbox({
|
|
$: (el) => (settings["model-show-add-button"] = el),
|
|
textContent: "Show add button",
|
|
}),
|
|
$checkbox({
|
|
$: (el) => (settings["model-show-copy-button"] = el),
|
|
textContent: "Show copy button",
|
|
}),
|
|
$el("h2", ["Model Add"]),
|
|
$checkbox({
|
|
$: (el) => (settings["model-add-embedding-extension"] = el),
|
|
textContent: "Add extension to embedding",
|
|
}),
|
|
$checkbox({
|
|
$: (el) => (settings["model-add-drag-strict-on-field"] = el),
|
|
textContent: "Strict dragging model onto a node's model field to add",
|
|
}),
|
|
$el("div", [
|
|
$el("input", {
|
|
$: (el) => (settings["model-add-offset"] = el),
|
|
type: "number",
|
|
name: "model add offset",
|
|
step: 5,
|
|
}),
|
|
$el("p", ["Add model offset"]),
|
|
]),
|
|
$el("h2", ["Download"]),
|
|
$checkbox({
|
|
$: (el) => (settings["download-save-description-as-text-file"] = el),
|
|
textContent: "Save descriptions as notes (in .txt file).",
|
|
}),
|
|
]);
|
|
}
|
|
}
|
|
|
|
class SidebarButtons {
|
|
/** @type {HTMLDivElement} */
|
|
element = null;
|
|
|
|
/** @type {ModelManager} */
|
|
#modelManager = null;
|
|
|
|
/**
|
|
* @param {Event} e
|
|
*/
|
|
#setSidebar(e) {
|
|
// TODO: settings["sidebar-default-width"]
|
|
// TODO: settings["sidebar-default-height"]
|
|
// TODO: draggable resize?
|
|
const button = e.target;
|
|
const modelManager = this.#modelManager.element;
|
|
const sidebarButtons = this.element.children;
|
|
|
|
const buttonActiveState = "sidebar-button-active";
|
|
for (let i = 0; i < sidebarButtons.length; i++) {
|
|
sidebarButtons[i].classList.remove(buttonActiveState);
|
|
}
|
|
|
|
let buttonIndex;
|
|
for (buttonIndex = 0; buttonIndex < sidebarButtons.length; buttonIndex++) {
|
|
const sidebarButton = sidebarButtons[buttonIndex];
|
|
if (sidebarButton === button) {
|
|
break;
|
|
}
|
|
}
|
|
|
|
const sidebarStates = ["sidebar-left", "sidebar-bottom", "sidebar-top", "sidebar-right"];
|
|
let stateIndex;
|
|
for (stateIndex = 0; stateIndex < sidebarStates.length; stateIndex++) {
|
|
const state = sidebarStates[stateIndex];
|
|
if (modelManager.classList.contains(state)) {
|
|
modelManager.classList.remove(state);
|
|
break;
|
|
}
|
|
}
|
|
|
|
if (stateIndex != buttonIndex) {
|
|
const newSidebarState = sidebarStates[buttonIndex];
|
|
modelManager.classList.add(newSidebarState);
|
|
const sidebarButton = sidebarButtons[buttonIndex];
|
|
sidebarButton.classList.add(buttonActiveState);
|
|
}
|
|
}
|
|
|
|
/**
|
|
* @param {ModelManager} modelManager
|
|
*/
|
|
constructor(modelManager) {
|
|
this.#modelManager = modelManager;
|
|
$el("div.sidebar-buttons",
|
|
{
|
|
$: (el) => (this.element = el),
|
|
},
|
|
[
|
|
$el("button.icon-button", {
|
|
textContent: "◧",
|
|
onclick: (event) => this.#setSidebar(event),
|
|
}),
|
|
$el("button.icon-button", {
|
|
textContent: "⬓",
|
|
onclick: (event) => this.#setSidebar(event),
|
|
}),
|
|
$el("button.icon-button", {
|
|
textContent: "⬒",
|
|
onclick: (event) => this.#setSidebar(event),
|
|
}),
|
|
$el("button.icon-button", {
|
|
textContent: "◨",
|
|
onclick: (event) => this.#setSidebar(event),
|
|
}),
|
|
]);
|
|
}
|
|
}
|
|
|
|
class ModelManager extends ComfyDialog {
|
|
/** @type {HTMLDivElement} */
|
|
element = null;
|
|
|
|
/** @type {ModelData} */
|
|
#modelData = null;
|
|
|
|
/** @type {ModelInfoView} */
|
|
#modelInfoView = null;
|
|
|
|
/** @type {DownloadTab} */
|
|
#downloadTab = null;
|
|
|
|
/** @type {ModelTab} */
|
|
#modelTab = null;
|
|
|
|
/** @type {SettingsTab} */
|
|
#settingsTab = null;
|
|
|
|
/** @type {SidebarButtons} */
|
|
#sidebarButtons = null;
|
|
|
|
constructor() {
|
|
super();
|
|
|
|
this.#modelData = new ModelData();
|
|
|
|
const modelInfoView = new ModelInfoView(
|
|
this.#modelData,
|
|
this.#refreshModels,
|
|
);
|
|
this.#modelInfoView = modelInfoView;
|
|
|
|
const settingsTab = new SettingsTab(
|
|
this.#refreshModels,
|
|
);
|
|
this.#settingsTab = settingsTab;
|
|
|
|
const modelTab = new ModelTab(
|
|
this.#refreshModels,
|
|
this.#modelData,
|
|
this.#modelInfoView,
|
|
this.#settingsTab.elements.settings, // TODO: decouple settingsData from elements?
|
|
);
|
|
this.#modelTab = modelTab;
|
|
|
|
const downloadTab = new DownloadTab(
|
|
this.#modelData,
|
|
this.#settingsTab.elements.settings,
|
|
this.#refreshModels,
|
|
);
|
|
this.#downloadTab = downloadTab;
|
|
|
|
const sidebarButtons = new SidebarButtons(this);
|
|
this.#sidebarButtons = sidebarButtons;
|
|
|
|
const tabs = $tabs([
|
|
$tab("Download", [downloadTab.element]),
|
|
$tab("Models", [modelTab.element]),
|
|
$tab("Settings", [settingsTab.element]),
|
|
]);
|
|
|
|
this.element = $el(
|
|
"div.comfy-modal.model-manager",
|
|
{
|
|
parent: document.body,
|
|
},
|
|
[
|
|
$el("div.comfy-modal-content", [ // TODO: settings.top_bar_left_to_right or settings.top_bar_right_to_left
|
|
modelInfoView.element,
|
|
$el("div.topbar-buttons",
|
|
[
|
|
sidebarButtons.element,
|
|
$el("button.icon-button", {
|
|
textContent: "✖",
|
|
onclick: async() => {
|
|
if (modelInfoView.isVisible()) { // TODO: decouple back and close
|
|
this.close();
|
|
}
|
|
else {
|
|
await modelInfoView.hide();
|
|
}
|
|
},
|
|
}),
|
|
]
|
|
),
|
|
tabs,
|
|
]),
|
|
]
|
|
);
|
|
|
|
new ResizeObserver(() => {
|
|
if (this.element.style.display === "none") {
|
|
return;
|
|
}
|
|
const minWidth = 768; // magic value (could easily break)
|
|
const managerRect = this.element.getBoundingClientRect();
|
|
const isNarrow = managerRect.width < minWidth;
|
|
let texts = isNarrow ? ["⬇️", "📁", "⚙️"] : ["Download", "Models", "Settings"];
|
|
const tabHeaders = tabs.children[0];
|
|
texts.forEach((text, i) => {
|
|
tabHeaders.children[i].innerText = text;
|
|
});
|
|
}).observe(this.element);
|
|
|
|
this.#init();
|
|
}
|
|
|
|
#init() {
|
|
this.#settingsTab.reload(false);
|
|
this.#refreshModels();
|
|
}
|
|
|
|
#refreshModels = async() => {
|
|
const modelData = this.#modelData;
|
|
modelData.systemSeparator = await request("/model-manager/system-separator");
|
|
const newModels = await request("/model-manager/models/list");
|
|
Object.assign(modelData.models, newModels); // NOTE: do NOT create a new object
|
|
const newModelDirectories = await request("/model-manager/models/directory-list");
|
|
modelData.directories.data.splice(0, Infinity, ...newModelDirectories); // NOTE: do NOT create a new array
|
|
|
|
this.#modelTab.updateModelGrid();
|
|
}
|
|
}
|
|
|
|
/** @type {ModelManager | undefined} */
|
|
let instance;
|
|
|
|
/**
|
|
* @returns {ModelManager}
|
|
*/
|
|
function getInstance() {
|
|
if (!instance) {
|
|
instance = new ModelManager();
|
|
}
|
|
return instance;
|
|
}
|
|
|
|
app.registerExtension({
|
|
name: "Comfy.ModelManager",
|
|
init() {
|
|
},
|
|
async setup() {
|
|
$el("link", {
|
|
parent: document.head,
|
|
rel: "stylesheet",
|
|
href: "./extensions/ComfyUI-Model-Manager/model-manager.css",
|
|
});
|
|
|
|
app.ui.menuContainer.appendChild(
|
|
$el("button", {
|
|
id: "comfyui-model-manager-button",
|
|
parent: document.querySelector(".comfy-menu"),
|
|
textContent: "Models",
|
|
onclick: () => {
|
|
const modelManager = getInstance();
|
|
const style = modelManager.element.style;
|
|
if (style.display === "" || style.display === "none") {
|
|
modelManager.show();
|
|
}
|
|
else {
|
|
modelManager.close();
|
|
}
|
|
},
|
|
})
|
|
);
|
|
},
|
|
});
|