812 lines
28 KiB
JavaScript
812 lines
28 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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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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function request(url, options) {
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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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function modelNodeType(modelType) {
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if (modelType === "checkpoints") return "CheckpointLoaderSimple";
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else if (modelType === "clip") return "CLIPLoader";
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else if (modelType === "clip_vision") return "CLIPVisionLoader";
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else if (modelType === "controlnet") return "ControlNetLoader";
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else if (modelType === "diffusers") return "DiffusersLoader";
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else if (modelType === "embeddings") return "Embedding";
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else if (modelType === "gligen") return "GLIGENLoader";
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else if (modelType === "hypernetworks") return "HypernetworkLoader";
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else if (modelType === "loras") return "LoraLoader";
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else if (modelType === "style_models") return "StyleModelLoader";
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else if (modelType === "unet") return "UNETLoader";
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else if (modelType === "upscale_models") return "UpscaleModelLoader";
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else if (modelType === "vae") return "VAELoader";
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else if (modelType === "vae_approx") return undefined;
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else { console.warn(`ModelType ${modelType} unrecognized.`); return undefined; }
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}
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function modelWidgetIndex(nodeType) {
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return 0;
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}
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function pathToEmbeddingString(path, removeExtension = false) {
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const i = Math.max(path.lastIndexOf("/"), path.lastIndexOf("\\")) + 1;
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if (removeExtension) {
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// TODO: setting.remove_extension_embedding
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}
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return "(embedding:" + path.slice(i) + ":1.0)";
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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 {Array<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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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<string, any>} option
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* @param {Array<HTMLDivElement>} tabs
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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 {Array<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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class SourceList {
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/**
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* @typedef Column
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* @prop {string} title
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* @prop {string} dataIndex
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* @prop {number} width
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* @prop {string} align
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* @prop {Function} render
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*/
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/** @type {Array<Column>} */
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#columns = [];
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/** @type {Array<Record<string, any>>} */
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#dataSource = [];
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/** @type {HTMLDivElement} */
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#tbody = null;
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/**
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* @param {Array<Column>} columns
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*/
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constructor(columns) {
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this.#columns = columns;
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const colgroup = $el(
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"colgroup",
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columns.map((item) => {
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return $el("col", {
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style: { width: `${item.width}px` },
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});
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})
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);
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const listTitle = $el(
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"tr",
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columns.map((item) => {
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return $el("th", [item.title ?? ""]);
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})
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);
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this.element = $el("table.comfy-table", [
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colgroup.cloneNode(true),
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$el("thead.table-head", [listTitle]),
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$el("tbody.table-body", { $: (el) => (this.#tbody = el) }),
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]);
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}
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setData(dataSource) {
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this.#dataSource = dataSource;
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this.#updateList();
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}
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getData() {
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return this.#dataSource;
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}
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#updateList() {
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this.#tbody.innerHTML = null;
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this.#tbody.append.apply(
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this.#tbody,
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this.#dataSource.map((row, index) => {
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const cells = this.#columns.map((item) => {
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const dataIndex = item.dataIndex;
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const cellValue = row[dataIndex] ?? "";
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const content = item.render
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? item.render(cellValue, row, index)
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: cellValue ?? "-";
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const style = { textAlign: item.align };
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return $el("td", { style }, [content]);
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});
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return $el("tr", cells);
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})
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);
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}
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filterList(list, searchString, installedType) {
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/** @type {Array<string>} */
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const keywords = searchString
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.replace("*", " ")
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.split(/(-?".*?"|[^\s"]+)+/g)
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.map((item) => item
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.trim()
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.replace(/(?:'|")+/g, "")
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.toLowerCase())
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.filter(Boolean);
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let fields = ["type", "name", "base", "description"];
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const regexSHA256 = /^[a-f0-9]{64}$/gi;
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const newList = list.filter((element) => {
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if (installedType !== "Filter: All") {
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if ((installedType === "Downloaded" && !element["installed"]) ||
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(installedType === "Not Downloaded" && element["installed"])) {
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return false;
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}
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}
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const text = fields
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.reduce((memo, field) => memo + " " + element[field], "")
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.toLowerCase();
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return keywords.reduce((memo, target) => {
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const excludeTarget = target[0] === "-";
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if (excludeTarget && target.length === 1) { return memo; }
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const filteredTarget = excludeTarget ? target.slice(1) : target;
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if (element["SHA256"] !== undefined && regexSHA256.test(filteredTarget)) {
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return memo && excludeTarget !== (filteredTarget === element["SHA256"]);
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}
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else {
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return memo && excludeTarget !== text.includes(filteredTarget);
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}
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}, true);
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});
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this.setData(newList);
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}
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}
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class ModelGrid {
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static filter(list, searchString) {
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/** @type {Array<string>} */
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const keywords = searchString
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.replace("*", " ")
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.split(/(-?".*?"|[^\s"]+)+/g)
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.map((item) => item
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.trim()
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.replace(/(?:'|")+/g, "")
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.toLowerCase())
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.filter(Boolean);
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const regexSHA256 = /^[a-f0-9]{64}$/gi;
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const fields = ["name", "search-path"]; // TODO: Remove "search-path" hack.
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return list.filter((element) => {
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const text = fields
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.reduce((memo, field) => memo + " " + element[field], "")
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.toLowerCase();
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return keywords.reduce((memo, target) => {
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const excludeTarget = target[0] === "-";
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if (excludeTarget && target.length === 1) { return memo; }
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const filteredTarget = excludeTarget ? target.slice(1) : target;
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if (element["SHA256"] !== undefined && regexSHA256.test(filteredTarget)) {
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return memo && excludeTarget !== (filteredTarget === element["SHA256"]);
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}
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else {
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return memo && excludeTarget !== text.includes(filteredTarget);
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}
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}, true);
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});
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}
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static #addModel(event, modelType, path) {
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if (modelType !== "embeddings") {
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const nodeType = modelNodeType(modelType);
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const widgetIndex = modelWidgetIndex(nodeType);
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let node = LiteGraph.createNode(nodeType, null, []);
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if (node) {
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node.widgets[widgetIndex].value = path;
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const selectedNodes = app.canvas.selected_nodes;
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let isSelectedNode = false;
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for (var i in selectedNodes) {
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const selectedNode = selectedNodes[i];
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// TODO: settings.model_add_offset
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node.pos[0] = selectedNode.pos[0] + 25;
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node.pos[1] = selectedNode.pos[1] + 25;
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isSelectedNode = true;
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break;
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}
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if (!isSelectedNode) {
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const graphMouse = app.canvas.graph_mouse;
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node.pos[0] = graphMouse[0];
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node.pos[1] = graphMouse[1];
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}
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app.graph.add(node, {doProcessChange: true});
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app.canvas.selectNode(node);
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}
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event.stopPropagation();
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}
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else if (modelType === "embeddings") {
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const text = pathToEmbeddingString(path);
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const selectedNodes = app.canvas.selected_nodes;
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for (var i in selectedNodes) {
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const selectedNode = selectedNodes[i];
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const nodeType = modelNodeType(modelType);
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const widgetIndex = modelWidgetIndex(nodeType);
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const target = selectedNode.widgets[widgetIndex].element;
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if (target.type === "textarea") {
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const currentText = target.value;
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const sep = currentText.length === 0 || currentText.slice(-1).match(/\s/) ? "" : " ";
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target.value = currentText + sep + text;
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}
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}
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event.stopPropagation();
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}
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}
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static #dragAddModel(event, modelType, path) {
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const target = document.elementFromPoint(event.x, event.y);
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if (modelType !== "embeddings" && target.id === "graph-canvas") {
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const nodeType = modelNodeType(modelType);
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const widgetIndex = modelWidgetIndex(nodeType);
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const pos = app.canvas.convertEventToCanvasOffset(event);
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const nodeAtPos = app.graph.getNodeOnPos(pos[0], pos[1], app.canvas.visible_nodes);
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//if (nodeAtPos && nodeAtPos.type === nodeType && app.canvas.processNodeWidgets(nodeAtPos, pos, event) !== nodeAtPos.widgets[widgetIndex]) { // TODO: settings.strict_model_drag
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if (nodeAtPos && nodeAtPos.type === nodeType) {
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let node = nodeAtPos;
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node.widgets[widgetIndex].value = path;
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app.canvas.selectNode(node);
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}
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else {
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let node = LiteGraph.createNode(nodeType, null, []);
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if (node) {
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node.pos[0] = pos[0];
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node.pos[1] = pos[1];
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node.widgets[widgetIndex].value = path;
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app.graph.add(node, {doProcessChange: true});
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app.canvas.selectNode(node);
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}
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}
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event.stopPropagation();
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}
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else if (modelType === "embeddings" && target.type === "textarea") {
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const text = pathToEmbeddingString(path);
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const currentText = target.value;
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const sep = currentText.length === 0 || currentText.slice(-1).match(/\s/) ? "" : " ";
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target.value = currentText + sep + text;
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event.stopPropagation();
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}
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}
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static #copyModelToClipboard(event, modelType, path) {
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const nodeType = modelNodeType(modelType);
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let successful = false;
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if (nodeType === "Embedding") {
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if (navigator.clipboard){
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const text = pathToEmbeddingString(path);
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navigator.clipboard.writeText(text);
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successful = true;
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}
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else {
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console.warn("Cannot copy the embedding to the system clipboard; Try dragging it instead.");
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}
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}
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else if (nodeType) {
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const node = LiteGraph.createNode(nodeType, null, []);
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const widgetIndex = modelWidgetIndex(nodeType);
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node.widgets[widgetIndex].value = path;
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app.canvas.copyToClipboard([node]);
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successful = true;
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}
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else {
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console.warn(`Unable to copy unknown model type '${modelType}.`);
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}
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const element = event.target;
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const name = successful ? "copy-alert-success" : "copy-alert-fail";
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element.classList.add(name);
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element.innerHTML = successful ? "✔" : "✖";
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window.setTimeout((element, name) => {
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element.classList.remove(name);
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element.innerHTML = "⧉︎";
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}, 500, element, name);
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}
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static generateInnerHtml(models, modelType) {
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if (models.length > 0) {
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// TODO: settings.show_model_add_button
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// TODO: settings.show_model_copy_button
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return models.map((item) => {
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const uri = item.post ?? "no-post";
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const imgUrl = `/model-manager/image-preview?uri=${uri}`;
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const dragAdd = (e) => ModelGrid.#dragAddModel(e, modelType, item.path);
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const clickCopy = (e) => ModelGrid.#copyModelToClipboard(e, modelType, item.path);
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const clickAdd = (e) => ModelGrid.#addModel(e, modelType, item.path);
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return $el("div.item", {}, [
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$el("img.model-preview", {
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src: imgUrl,
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draggable: false,
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}),
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$el("div.model-preview-overlay", {
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src: imgUrl,
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ondragend: (e) => dragAdd(e),
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draggable: true,
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}),
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$el("div.model-preview-top-right", {
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draggable: false,
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},
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[
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$el("button.icon-button.model-button", {
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type: "button",
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textContent: "⧉︎",
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onclick: (e) => clickCopy(e),
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draggable: false,
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}),
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$el("button.icon-button.model-button", {
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type: "button",
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textContent: "✚",
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onclick: (e) => clickAdd(e),
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draggable: false,
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}),
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]),
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$el("div.model-label", {
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ondragend: (e) => dragAdd(e),
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draggable: true,
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}, [
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$el("p", [item.name])
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]),
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]);
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});
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} else {
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return [$el("h2", ["No Models"])];
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}
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}
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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 = $el("input", { value: options[0]?.value });
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$?.(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 ModelManager extends ComfyDialog {
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#el = {
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loadSourceBtn: null,
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loadSourceFromInput: null,
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sourceInstalledFilter: null,
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sourceContentFilter: null,
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sourceFilterBtn: null,
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modelGrid: null,
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modelTypeSelect: null,
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modelContentFilter: null,
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sidebarButtons: null,
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};
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#data = {
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sources: [],
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models: {},
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};
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/** @type {SourceList} */
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#sourceList = null;
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constructor() {
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super();
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this.element = $el(
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"div.comfy-modal.model-manager",
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{
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parent: document.body,
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},
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[
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$el("div.comfy-modal-content", [
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$el("div.topbar-buttons",
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[
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$el("div.sidebar-buttons",
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{
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$: (el) => (this.#el.sidebarButtons = el),
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},
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[
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$el("button.icon-button", {
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textContent: "◧",
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onclick: (event) => this.#setSidebar(event),
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}),
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$el("button.icon-button", {
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textContent: "⬓",
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onclick: (event) => this.#setSidebar(event),
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}),
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$el("button.icon-button", {
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textContent: "◨",
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onclick: (event) => this.#setSidebar(event),
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}),
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]),
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$el("button.icon-button", {
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textContent: "✖",
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onclick: () => this.close(),
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}),
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]
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),
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$tabs([
|
|
$tab("Install", this.#createSourceInstall()),
|
|
$tab("Models", this.#createModelTabHtml()),
|
|
$tab("Settings", []),
|
|
]),
|
|
]),
|
|
]
|
|
);
|
|
|
|
this.#init();
|
|
}
|
|
|
|
#init() {
|
|
this.#refreshSourceList();
|
|
this.#modelGridRefresh();
|
|
}
|
|
|
|
#createSourceInstall() {
|
|
this.#createSourceList();
|
|
return [
|
|
$el("div.row.tab-header", [
|
|
$el("div.row.tab-header-flex-block", [
|
|
$el("button.icon-button", {
|
|
type: "button",
|
|
textContent: "⟳",
|
|
$: (el) => (this.#el.loadSourceBtn = el),
|
|
onclick: () => this.#refreshSourceList(),
|
|
}),
|
|
$el("input.source-text-area", {
|
|
$: (el) => (this.#el.loadSourceFromInput = el),
|
|
placeholder: "https://ComfyUI-Model-Manager/index.json",
|
|
}),
|
|
]),
|
|
$el("div.row.tab-header-flex-block", [
|
|
$el("input.search-text-area", {
|
|
$: (el) => (this.#el.sourceContentFilter = el),
|
|
placeholder: "example: \"sd_xl\" -vae",
|
|
onkeyup: (e) => e.key === "Enter" && this.#filterSourceList(),
|
|
}),
|
|
$el("select",
|
|
{
|
|
$: (el) => (this.#el.sourceInstalledFilter = el),
|
|
style: { width: 0 },
|
|
onchange: () => this.#filterSourceList(),
|
|
},
|
|
[
|
|
$el("option", ["Filter: All"]),
|
|
$el("option", ["Downloaded"]),
|
|
$el("option", ["Not Downloaded"]),
|
|
]
|
|
),
|
|
$el("button.icon-button", {
|
|
type: "button",
|
|
textContent: "🔍︎",
|
|
onclick: () => this.#filterSourceList(),
|
|
}),
|
|
]),
|
|
]),
|
|
this.#sourceList.element,
|
|
];
|
|
}
|
|
|
|
#createSourceList() {
|
|
const sourceList = new SourceList([
|
|
{
|
|
title: "Type",
|
|
dataIndex: "type",
|
|
width: "120",
|
|
align: "center",
|
|
},
|
|
{
|
|
title: "Base",
|
|
dataIndex: "base",
|
|
width: "120",
|
|
align: "center",
|
|
},
|
|
{
|
|
title: "Name",
|
|
dataIndex: "name",
|
|
width: "280",
|
|
render: (value, record) => {
|
|
const href = record.page;
|
|
return $el("a", { target: "_blank", href }, [value]);
|
|
},
|
|
},
|
|
{
|
|
title: "Description",
|
|
dataIndex: "description",
|
|
},
|
|
{
|
|
title: "Download",
|
|
width: "150",
|
|
render: (_, record) => {
|
|
const installed = record.installed;
|
|
return $el("button.block", {
|
|
type: "button",
|
|
disabled: installed,
|
|
textContent: installed ? "✓︎" : "📥︎",
|
|
onclick: async (e) => {
|
|
e.disabled = true;
|
|
const response = await request(
|
|
"/model-manager/download",
|
|
{
|
|
method: "POST",
|
|
body: JSON.stringify(record),
|
|
}
|
|
);
|
|
e.disabled = false;
|
|
},
|
|
});
|
|
},
|
|
},
|
|
]);
|
|
this.#sourceList = sourceList;
|
|
return sourceList.element;
|
|
}
|
|
|
|
async #refreshSourceList() {
|
|
this.#el.loadSourceBtn.disabled = true;
|
|
|
|
const source = this.#el.loadSourceFromInput.value;
|
|
const uri = (source === "https://ComfyUI-Model-Manager/index.json") || (source === "") ? "local" : source;
|
|
const dataSource = await request(
|
|
`/model-manager/source?uri=${uri}`
|
|
).catch(() => []);
|
|
this.#data.sources = dataSource;
|
|
this.#sourceList.setData(dataSource);
|
|
this.#el.sourceInstalledFilter.value = "Filter: All";
|
|
this.#el.sourceContentFilter.value = "";
|
|
|
|
this.#el.loadSourceBtn.disabled = false;
|
|
}
|
|
|
|
#filterSourceList() {
|
|
this.#sourceList.filterList(
|
|
this.#data.sources,
|
|
this.#el.sourceContentFilter.value,
|
|
this.#el.sourceInstalledFilter.value
|
|
);
|
|
}
|
|
|
|
#createModelTabHtml() {
|
|
const modelGrid = $el("div.comfy-grid");
|
|
this.#el.modelGrid = modelGrid;
|
|
return [
|
|
$el("div.row.tab-header", [
|
|
$el("div.row.tab-header-flex-block", [
|
|
$el("button.icon-button", {
|
|
type: "button",
|
|
textContent: "⟳",
|
|
onclick: () => this.#modelGridRefresh(),
|
|
}),
|
|
$el("select.model-type-dropdown",
|
|
{
|
|
$: (el) => (this.#el.modelTypeSelect = el),
|
|
name: "model-type",
|
|
onchange: () => this.#modelGridUpdate(),
|
|
},
|
|
[
|
|
$el("option", ["checkpoints"]),
|
|
$el("option", ["clip"]),
|
|
$el("option", ["clip_vision"]),
|
|
$el("option", ["controlnet"]),
|
|
$el("option", ["diffusers"]),
|
|
$el("option", ["embeddings"]),
|
|
$el("option", ["gligen"]),
|
|
$el("option", ["hypernetworks"]),
|
|
$el("option", ["loras"]),
|
|
$el("option", ["style_models"]),
|
|
$el("option", ["unet"]),
|
|
$el("option", ["upscale_models"]),
|
|
$el("option", ["vae"]),
|
|
$el("option", ["vae_approx"]),
|
|
]
|
|
),
|
|
]),
|
|
$el("div.row.tab-header-flex-block", [
|
|
$el("input.search-text-area", {
|
|
$: (el) => (this.#el.modelContentFilter = el),
|
|
placeholder: "example: styles/clothing -.pt",
|
|
onkeyup: (e) => e.key === "Enter" && this.#modelGridUpdate(),
|
|
}),
|
|
$el("button.icon-button", {
|
|
type: "button",
|
|
textContent: "🔍︎",
|
|
onclick: () => this.#modelGridUpdate(),
|
|
}),
|
|
]),
|
|
]),
|
|
modelGrid,
|
|
];
|
|
}
|
|
|
|
#modelGridUpdate() {
|
|
const searchText = this.#el.modelContentFilter.value;
|
|
const modelType = this.#el.modelTypeSelect.value;
|
|
const models = this.#data.models;
|
|
const modelList = ModelGrid.filter(models[modelType], searchText);
|
|
|
|
const modelGrid = this.#el.modelGrid;
|
|
modelGrid.innerHTML = [];
|
|
const innerHTML = ModelGrid.generateInnerHtml(modelList, modelType);
|
|
modelGrid.append.apply(modelGrid, innerHTML);
|
|
};
|
|
|
|
async #modelGridRefresh() {
|
|
this.#data.models = await request("/model-manager/models");
|
|
this.#modelGridUpdate();
|
|
};
|
|
|
|
#setSidebar(event) {
|
|
// TODO: settings.sidebar_side_width
|
|
// TODO: settings.sidebar_bottom_height
|
|
// TODO: draggable resize?
|
|
const button = event.target;
|
|
const sidebarButtons = this.#el.sidebarButtons.children;
|
|
let buttonIndex;
|
|
for (buttonIndex = 0; buttonIndex < sidebarButtons.length; buttonIndex++) {
|
|
if (sidebarButtons[buttonIndex] === button) {
|
|
break;
|
|
}
|
|
}
|
|
|
|
const modelManager = this.element;
|
|
const sidebarStates = ["sidebar-left", "sidebar-bottom", "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);
|
|
}
|
|
}
|
|
}
|
|
|
|
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: () => { getInstance().show(); },
|
|
})
|
|
);
|
|
},
|
|
});
|
|
|
|
// ◧ ◨ ⬒ ⬓ ⛶ ✚
|