import { app } from "../../scripts/app.js"; import { api } from "../../scripts/api.js"; import { ComfyDialog, $el } from "../../scripts/ui.js"; function debounce(func, delay) { let timer; return function () { clearTimeout(timer); timer = setTimeout(() => { func.apply(this, arguments); }, delay); }; } class Tabs { /** @type {Record} */ #head = {}; /** @type {Record} */ #body = {}; /** * @param {Array} tabs */ constructor(tabs) { const head = []; const body = []; tabs.forEach((el, index) => { const name = el.getAttribute("data-name"); /** @type {HTMLDivElement} */ const tag = $el( "div.head-item", { onclick: () => this.active(name) }, [name] ); if (index === 0) { this.#active = name; } this.#head[name] = tag; head.push(tag); this.#body[name] = el; body.push(el); }); this.element = $el("div.comfy-tabs", [ $el("div.comfy-tabs-head", head), $el("div.comfy-tabs-body", body), ]); this.active(this.#active); } #active = undefined; active(name) { this.#active = name; Object.keys(this.#head).forEach((key) => { if (name === key) { this.#head[key].classList.add("active"); this.#body[key].style.display = ""; } else { this.#head[key].classList.remove("active"); this.#body[key].style.display = "none"; } }); } } /** * @param {Record} option * @param {Array} tabs */ function $tabs(tabs) { const instance = new Tabs(tabs); return instance.element; } /** * @param {string} name * @param {Array} el * @returns {HTMLDivElement} */ function $tab(name, el) { return $el("div", { dataset: { name } }, el); } class List { /** * @typedef Column * @prop {string} title * @prop {string} dataIndex * @prop {number} width * @prop {string} align * @prop {Function} render */ /** @type {Array} */ #columns = []; /** @type {Array>} */ #dataSource = []; /** @type {HTMLDivElement} */ #tbody = null; /** * @param {Array} columns */ constructor(columns) { this.#columns = columns; const colgroup = $el( "colgroup", columns.map((item) => { return $el("col", { style: { width: `${item.width}px` }, }); }) ); const listTitle = $el( "tr", columns.map((item) => { return $el("th", [item.title ?? ""]); }) ); this.element = $el("table.comfy-table", [ colgroup.cloneNode(true), $el("thead.table-head", [listTitle]), $el("tbody.table-body", { $: (el) => (this.#tbody = el) }), ]); } setData(dataSource) { this.#dataSource = dataSource; this.#updateList(); } getData() { return this.#dataSource; } #updateList() { this.#tbody.innerHTML = null; this.#tbody.append.apply( this.#tbody, this.#dataSource.map((row, index) => { const cells = this.#columns.map((item) => { const dataIndex = item.dataIndex; const cellValue = row[dataIndex] ?? ""; const content = item.render ? item.render(cellValue, row, index) : cellValue ?? "-"; const style = { textAlign: item.align }; return $el("td", { style }, [content]); }); return $el("tr", cells); }) ); } } class Grid { constructor() { this.element = $el("div.comfy-grid"); } #dataSource = []; setData(dataSource) { this.#dataSource = dataSource; this.element.innerHTML = []; this.#updateList(); } #updateList() { this.element.innerHTML = null; if (this.#dataSource.length > 0) { this.element.append.apply( this.element, this.#dataSource.map((item) => { const uri = item.post ?? "no-post"; const imgUrl = `/model-manager/image-preview?uri=${uri}`; return $el("div.item", {}, [ $el("img", { src: imgUrl }), $el("div", {}, [ $el("p", [item.name]) ]), ]); }) ); } else { this.element.innerHTML = "

No Models

"; } } } function $radioGroup(attr) { const { name = Date.now(), onchange, options = [], $ } = attr; /** @type {HTMLDivElement[]} */ const radioGroup = options.map((item, index) => { const inputRef = { value: null }; return $el( "div.comfy-radio", { onclick: () => inputRef.value.click() }, [ $el("input.radio-input", { type: "radio", name: name, value: item.value, checked: index === 0, $: (el) => (inputRef.value = el), }), $el("label", [item.label ?? item.value]), ] ); }); const element = $el("input", { value: options[0]?.value }); $?.(element); radioGroup.forEach((radio) => { radio.addEventListener("change", (event) => { const selectedValue = event.target.value; element.value = selectedValue; onchange?.(selectedValue); }); }); return $el("div.comfy-radio-group", radioGroup); } class ModelManager extends ComfyDialog { #request(url, options) { return new Promise((resolve, reject) => { api.fetchApi(url, options) .then((response) => response.json()) .then(resolve) .catch(reject); }); } #el = { loadSourceBtn: null, loadSourceFromInput: null, sourceInstalledFilter: null, sourceContentFilter: null, sourceFilterBtn: null, modelTypeSelect: null, modelContentFilter: null, }; #data = { sources: [], models: {}, }; /** @type {List} */ #sourceList = null; constructor() { super(); this.element = $el( "div.comfy-modal.model-manager", { parent: document.body }, [ $el("div.comfy-modal-content", [ $el("button.close.icon-button", { textContent: "✕", onclick: () => this.close(), }), $tabs([ $tab("Install", this.#createSourceInstall()), $tab("Models", this.#createModelList()), $tab("Settings", []), ]), ]), ] ); this.#init(); } #init() { this.#refreshSourceList(); this.#refreshModelList(); } #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 List([ { 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 $el("button.block", { type: "button", disabled: installed, textContent: installed ? "✓︎" : "📥︎", onclick: async (e) => { e.disabled = true; const response = await this.#request( "/model-manager/download", { method: "POST", body: JSON.stringify(record), } ); e.disabled = false; }, }); }, }, ]); this.#sourceList = sourceList; return sourceList.element; } async #refreshSourceList() { this.#el.loadSourceBtn.disabled = true; const source = this.#el.loadSourceFromInput.value; const uri = (source === "https://ComfyUI-Model-Manager/index.json") || (source === "") ? "local" : source; const dataSource = await this.#request( `/model-manager/source?uri=${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() { /** @type {Array} */ const content = this.#el.sourceContentFilter.value .replace("*", " ") .split(/(-?".*?"|[^\s"]+)+/g) .map((item) => item .trim() .replace(/(?:'|")+/g, "") .toLowerCase() // TODO: Quotes should be exact? ) .filter(Boolean); const installedType = this.#el.sourceInstalledFilter.value; const newDataSource = this.#data.sources.filter((row) => { if (installedType !== "Filter: All") { if ((installedType === "Downloaded" && !row["installed"]) || (installedType === "Not Downloaded" && row["installed"])) { return false; } } let filterField = ["type", "name", "base", "description"]; const rowText = filterField .reduce((memo, field) => memo + " " + row[field], "") .toLowerCase(); return content.reduce((memo, target) => { const excludeTarget = target[0] === "-"; if (excludeTarget && target.length === 1) { return memo; } const filteredTarget = excludeTarget ? target.slice(1) : target; const regexSHA256 = /^[a-f0-9]{64}$/gi; if (row["SHA256"] !== undefined && regexSHA256.test(filteredTarget)) { return memo && excludeTarget !== (filteredTarget === row["SHA256"]); } else { return memo && excludeTarget !== rowText.includes(filteredTarget); } }, true); }); this.#sourceList.setData(newDataSource); } /** @type {Grid} */ #modelList = null; #createModelList() { const gridInstance = new Grid(); this.#modelList = gridInstance; return [ $el("div.row.tab-header", [ $el("div.row.tab-header-flex-block", [ $el("button.icon-button", { type: "button", textContent: "⟳", onclick: () => this.#refreshModelList(), }), $el("select.model-type-dropdown", { $: (el) => (this.#el.modelTypeSelect = el), name: "model-type", onchange: () => this.#filterModelList(), }, [ $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: 1.5/styles -.pt", onkeyup: (e) => e.key === "Enter" && this.#filterModelList(), }), $el("button.icon-button", { type: "button", textContent: "🔍︎", onclick: () => this.#filterModelList(), }), ]), ]), gridInstance.element, ]; } async #refreshModelList() { const dataSource = await this.#request("/model-manager/models"); this.#data.models = dataSource; this.#filterModelList(); } #filterModelList() { /** @type {Array} */ const content = this.#el.modelContentFilter.value .replace("*", " ") .split(/(-?".*?"|[^\s"]+)+/g) .map((item) => item .trim() .replace(/(?:'|")+/g, "") .toLowerCase() // TODO: Quotes should be exact? ) .filter(Boolean); const modelType = this.#el.modelTypeSelect.value; const newDataSource = this.#data.models[modelType].filter((modelInfo) => { const filterField = ["name", "path"]; const modelText = filterField .reduce((memo, field) => memo + " " + modelInfo[field], "") .toLowerCase(); return content.reduce((memo, target) => { const excludeTarget = target[0] === "-"; if (excludeTarget && target.length === 1) { return memo; } const filteredTarget = excludeTarget ? target.slice(1) : target; const regexSHA256 = /^[a-f0-9]{64}$/gi; if (modelInfo["SHA256"] !== undefined && regexSHA256.test(filteredTarget)) { return memo && excludeTarget !== (filteredTarget === modelInfo["SHA256"]); } else { return memo && excludeTarget !== modelText.includes(filteredTarget); } }, true); }); this.#modelList.setData(newDataSource); } } 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(); }, }) ); }, });