TBNilles/ComfyUI-Model-Manager
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ComfyUI-Model-Manager/web/model-manager.js

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JavaScript
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import { app } from "../../scripts/app.js";
import { api } from "../../scripts/api.js";
import { ComfyDialog, $el } from "../../scripts/ui.js";
/**
* @param {string} url
* @param {any} [options=undefined]
* @returns {Promise}
*/
function request(url, options = undefined) {
return new Promise((resolve, reject) => {
api.fetchApi(url, options)
.then((response) => response.json())
.then(resolve)
.catch(reject);
});
}
const modelNodeType = {
"checkpoints": "CheckpointLoaderSimple",
"clip": "CLIPLoader",
"clip_vision": "CLIPVisionLoader",
"controlnet": "ControlNetLoader",
"diffusers": "DiffusersLoader",
"embeddings": "Embedding",
"gligen": "GLIGENLoader",
"hypernetworks": "HypernetworkLoader",
"photomaker": "PhotoMakerLoader",
"loras": "LoraLoader",
"style_models": "StyleModelLoader",
"unet": "UNETLoader",
"upscale_models": "UpscaleModelLoader",
"vae": "VAELoader",
"vae_approx": undefined,
};
const MODEL_EXTENSIONS = [".bin", ".ckpt", ".onnx", ".pt", ".pth", ".safetensors"]; // TODO: ask server for?
const IMAGE_EXTENSIONS = [
".png",
".webp",
".jpeg",
".jpg",
".gif",
".apng",
".preview.png",
".preview.webp",
".preview.jpeg",
".preview.jpg",
".preview.gif",
".preview.apng",
]; // TODO: /model-manager/image/extensions
/**
* @param {string} s
* @param {string} prefix
* @returns {string}
*/
function removePrefix(s, prefix) {
if (s.length >= prefix.length && s.startsWith(prefix)){
return s.substring(prefix.length);
}
return s;
}
/**
* @param {string} s
* @param {string} suffix
* @returns {string}
*/
function removeSuffix(s, suffix) {
if (s.length >= suffix.length && s.endsWith(suffix)){
return s.substring(0, s.length - suffix.length);
}
return s;
}
class SearchPath {
/**
* @param {string} path
* @returns {[string, string]}
*/
static split(path) {
const i = Math.max(path.lastIndexOf("/"), path.lastIndexOf("\\")) + 1;
return [path.slice(0, i), path.slice(i)];
}
/**
* @param {string} path
* @param {string[]} extensions
* @returns {[string, string]}
*/
static splitExtension(path) {
const i = path.lastIndexOf(".");
if (i === -1) {
return [path, ""];
}
return [path.slice(0, i), path.slice(i)];
}
/**
* @param {string} path
* @returns {string}
*/
static systemPath(path, searchSeparator, systemSeparator) {
const i1 = path.indexOf(searchSeparator, 1);
const i2 = path.indexOf(searchSeparator, i1 + 1);
return path.slice(i2 + 1).replaceAll(searchSeparator, systemSeparator);
}
}
/**
* @param {string | undefined} [searchPath=undefined]
* @param {string | undefined} [dateImageModified=undefined]
* @param {string | undefined} [width=undefined]
* @param {string | undefined} [height=undefined]
* @returns {string}
*/
function imageUri(imageSearchPath = undefined, dateImageModified = undefined, width = undefined, height = undefined) {
const path = imageSearchPath ?? "no-preview";
const date = dateImageModified;
let uri = `/model-manager/preview/get?uri=${path}`;
if (width !== undefined && width !== null) {
uri += `&width=${width}`;
}
if (height !== undefined && height !== null) {
uri += `&height=${height}`;
}
if (date !== undefined && date !== null) {
uri += `&v=${date}`;
}
return uri;
}
const PREVIEW_NONE_URI = imageUri();
const PREVIEW_THUMBNAIL_WIDTH = 320;
const PREVIEW_THUMBNAIL_HEIGHT = 480;
/**
* @param {(...args) => void} callback
* @param {number | undefined} delay
* @returns {(...args) => void}
*/
function debounce(callback, delay) {
let timeoutId = null;
return (...args) => {
window.clearTimeout(timeoutId);
timeoutId = window.setTimeout(() => {
callback(...args);
}, delay);
};
}
/**
* @param {HTMLButtonElement} element
* @param {boolean} success
* @param {string} [successText=""]
* @param {string} [failureText=""]
* @param {string} [resetText=""]
*/
function buttonAlert(element, success, successText = "", failureText = "", resetText = "") {
if (element === undefined || element === null) {
return;
}
const name = success ? "button-success" : "button-failure";
element.classList.add(name);
if (successText != "" && failureText != "") {
element.innerHTML = success ? successText : failureText;
}
// TODO: debounce would be nice to get working...
window.setTimeout((element, name, innerHTML) => {
element.classList.remove(name);
if (innerHTML != "") {
element.innerHTML = innerHTML;
}
}, 1000, element, name, resetText);
}
/**
*
* @param {string} modelPath
* @param {string} newValue
* @returns {Promise<boolean>}
*/
async function saveNotes(modelPath, newValue) {
return await request(
"/model-manager/notes/save",
{
method: "POST",
body: JSON.stringify({
"path": modelPath,
"notes": newValue,
}),
}
).then((result) => {
const saved = result["success"];
const message = result["alert"];
if (message !== undefined) {
window.alert(message);
}
return saved;
})
.catch((err) => {
console.warn(err);
return false;
});
}
/**
* @returns {HTMLLabelElement}
*/
function $checkbox(x = { $: (el) => {}, textContent: "", checked: false }) {
const text = x.textContent;
const input = $el("input", {
type: "checkbox",
name: text ?? "checkbox",
checked: x.checked ?? false,
});
const label = $el("label", [
input,
text === "" || text === undefined || text === null ? "" : " " + text,
]);
if (x.$ !== undefined){
x.$(input);
}
return label;
}
/**
* @param {Any} attr
* @returns {HTMLDivElement}
*/
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", {
name: name + "-group",
value: options[0]?.value,
});
$?.(element);
radioGroup.forEach((radio) => {
radio.addEventListener("change", (event) => {
const selectedValue = event.target.value;
element.value = selectedValue;
onchange?.(selectedValue);
});
});
return $el("div.comfy-radio-group", radioGroup);
}
class ImageSelect {
/** @constant {string} */ #PREVIEW_DEFAULT = "Default";
/** @constant {string} */ #PREVIEW_UPLOAD = "Upload";
/** @constant {string} */ #PREVIEW_URL = "URL";
/** @constant {string} */ #PREVIEW_NONE = "No Preview";
elements = {
/** @type {HTMLDivElement} */ radioGroup: null,
/** @type {HTMLDivElement} */ radioButtons: null,
/** @type {HTMLDivElement} */ previews: null,
/** @type {HTMLImageElement} */ defaultPreviewNoImage: null,
/** @type {HTMLDivElement} */ defaultPreviews: null,
/** @type {HTMLDivElement} */ defaultUrl: null,
/** @type {HTMLImageElement} */ customUrlPreview: null,
/** @type {HTMLInputElement} */ customUrl: null,
/** @type {HTMLDivElement} */ custom: null,
/** @type {HTMLImageElement} */ uploadPreview: null,
/** @type {HTMLInputElement} */ uploadFile: null,
/** @type {HTMLDivElement} */ upload: null,
};
/** @type {string} */
#name = null;
/** @returns {Promise<string> | Promise<File>} */
async getImage() {
const name = this.#name;
const value = document.querySelector(`input[name="${name}"]:checked`).value;
const elements = this.elements;
switch (value) {
case this.#PREVIEW_DEFAULT:
const children = elements.defaultPreviews.children;
const noImage = PREVIEW_NONE_URI;
let url = "";
for (let i = 0; i < children.length; i++) {
const child = children[i];
if (child.style.display !== "none" &&
child.nodeName === "IMG" &&
!child.src.endsWith(noImage)
) {
url = child.src;
}
}
if (url.startsWith(Civitai.imageUrlPrefix())) {
url = await Civitai.getFullSizeImageUrl(url).catch((err) => {
console.warn(err);
return url;
});
}
return url;
case this.#PREVIEW_URL:
const value = elements.customUrl.value;
if (value.startsWith(Civitai.imagePostUrlPrefix())) {
try {
const imageInfo = await Civitai.getImageInfo(value);
const items = imageInfo["items"];
if (items.length === 0) {
console.warn("Civitai /api/v1/images returned 0 items.");
return value;
}
return items[0]["url"];
}
catch (error) {
console.error("Failed to get image info from Civitai!", error);
return value;
}
}
return value;
case this.#PREVIEW_UPLOAD:
return elements.uploadFile.files[0] ?? "";
case this.#PREVIEW_NONE:
return PREVIEW_NONE_URI;
}
return "";
}
/** @returns {void} */
resetModelInfoPreview() {
let noimage = this.elements.defaultUrl.dataset.noimage;
[
this.elements.defaultPreviewNoImage,
this.elements.defaultPreviews,
this.elements.customUrlPreview,
this.elements.uploadPreview,
].forEach((el) => {
el.style.display = "none";
if (this.elements.defaultPreviewNoImage !== el) {
if (el.nodeName === "IMG") {
el.src = noimage;
}
else {
el.children[0].src = noimage;
}
}
else {
el.src = PREVIEW_NONE_URI;
}
});
this.checkDefault();
this.elements.uploadFile.value = "";
this.elements.customUrl.value = "";
this.elements.upload.style.display = "none";
this.elements.custom.style.display = "none";
}
/** @returns {boolean} */
defaultIsChecked() {
const children = this.elements.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) {
return radioButton.checked;
}
};
return false;
}
/** @returns {void} */
checkDefault() {
const children = this.elements.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) {
this.elements.defaultPreviews.style.display = "block";
radioButton.checked = true;
break;
}
};
}
/**
* @param {1 | -1} step
*/
stepDefaultPreviews(step) {
const children = this.elements.defaultPreviews.children;
if (children.length === 0) {
return;
}
let currentIndex = -step;
for (let i = 0; i < children.length; i++) {
const previewImage = children[i];
const display = previewImage.style.display;
if (display !== "none") {
currentIndex = i;
}
previewImage.style.display = "none";
}
currentIndex = currentIndex + step;
if (currentIndex >= children.length) { currentIndex = 0; }
else if (currentIndex < 0) { currentIndex = children.length - 1; }
children[currentIndex].style.display = "block";
}
/**
* @param {string} radioGroupName - Should be unique for every radio group.
* @param {string[]|undefined} defaultPreviews
*/
constructor(radioGroupName, defaultPreviews = []) {
if (defaultPreviews === undefined | defaultPreviews === null | defaultPreviews.length === 0) {
defaultPreviews = [PREVIEW_NONE_URI];
}
this.#name = radioGroupName;
const el_defaultUri = $el("div", {
$: (el) => (this.elements.defaultUrl = el),
style: { display: "none" },
"data-noimage": PREVIEW_NONE_URI,
});
const el_defaultPreviewNoImage = $el("img", {
$: (el) => (this.elements.defaultPreviewNoImage = el),
loading: "lazy", /* `loading` BEFORE `src`; Known bug in Firefox 124.0.2 and Safari for iOS 17.4.1 (https://stackoverflow.com/a/76252772) */
src: PREVIEW_NONE_URI,
style: { display: "none" },
});
const el_defaultPreviews = $el("div", {
$: (el) => (this.elements.defaultPreviews = el),
style: {
width: "100%",
height: "100%",
},
}, (() => {
const imgs = defaultPreviews.map((url) => {
return $el("img", {
loading: "lazy", /* `loading` BEFORE `src`; Known bug in Firefox 124.0.2 and Safari for iOS 17.4.1 (https://stackoverflow.com/a/76252772) */
src: url,
style: { display: "none" },
onerror: (e) => {
e.target.src = el_defaultUri.dataset.noimage ?? PREVIEW_NONE_URI;
},
});
});
if (imgs.length > 0) {
imgs[0].style.display = "block";
}
return imgs;
})());
const el_uploadPreview = $el("img", {
$: (el) => (this.elements.uploadPreview = el),
src: PREVIEW_NONE_URI,
style: { display : "none" },
onerror: (e) => {
e.target.src = el_defaultUri.dataset.noimage ?? PREVIEW_NONE_URI;
},
});
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,
]);
/**
* @param {string} url
* @returns {Promise<string>}
*/
const getCustomPreviewUrl = async (url) => {
if (url.startsWith(Civitai.imagePostUrlPrefix())) {
return await Civitai.getImageInfo(url)
.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 url;
}
})
.catch((error) => {
console.error("Failed to get image info from Civitai!", error);
return url;
});
}
else {
return url;
}
};
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",
onkeydown: async (e) => {
if (e.key === "Enter") {
const value = e.target.value;
el_customUrlPreview.src = await getCustomPreviewUrl(value);
e.stopPropagation();
e.target.blur();
}
},
});
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;
el_customUrlPreview.src = await getCustomPreviewUrl(value);
e.stopPropagation();
el_customUrl.blur();
},
}),
]);
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
* @returns {boolean} changed
*/
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);
const newFilterText = previousPath + selectedText;
input.value = newFilterText;
return newFilterText !== oldFilterText;
}
/**
* @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 mouse_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 mouse_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;
const changed = DirectoryDropdown.selectionToInput(
input,
selection,
searchSeparator,
DROPDOWN_DIRECTORY_SELECTION_MOUSE_CLASS
);
if (!changed) {
dropdown.style.display = "none";
input.blur();
}
else {
const path = this.#updateOptions(); // TODO: is this needed?
if (path !== undefined) {
this.#updateDeepestPath(path);
}
}
this.#updateCallback();
};
const touch_selection_select = 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 = $el(
"p",
{
onmouseenter: (e) => mouse_selection_select(e),
onmousemove: (e) => mouse_selection_select(e),
onmouseleave: (e) => mouse_selection_deselect(e),
onmousedown: (e) => selection_submit(e),
ontouchstart: (e) => touch_start(e),
ontouchmove: (e) => touch_move(e),
ontouchend: (e) => touch_selection_select(e),
},
[
text
]
);
return p;
}));
// TODO: handle when dropdown is near the bottom of the window
const inputRect = input.getBoundingClientRect();
dropdown.style.width = inputRect.width + "px";
dropdown.style.top = (input.offsetTop + inputRect.height) + "px";
dropdown.style.left = input.offsetLeft + "px";
dropdown.style.display = "block";
return path;
}
}
const MODEL_SORT_DATE_CREATED = "dateCreated";
const MODEL_SORT_DATE_MODIFIED = "dateModified";
const MODEL_SORT_SIZE_BYTES = "sizeBytes";
const MODEL_SORT_DATE_NAME = "name";
class ModelGrid {
/**
* @param {string} nodeType
* @returns {int}
*/
static modelWidgetIndex(nodeType) {
return nodeType === undefined ? -1 : 0;
}
/**
* @param {string} text
* @param {string} file
* @param {boolean} removeExtension
* @returns {string}
*/
static insertEmbeddingIntoText(text, file, removeExtension) {
let name = file;
if (removeExtension) {
name = SearchPath.splitExtension(name)[0];
}
const sep = text.length === 0 || text.slice(-1).match(/\s/) ? "" : " ";
return text + sep + "(embedding:" + name + ":1.0)";
}
/**
* @param {Array} list
* @param {string} searchString
* @returns {Array}
*/
static #filter(list, searchString) {
/** @type {string[]} */
const keywords = searchString
//.replace("*", " ") // TODO: this is wrong for wildcards
.split(/(-?".*?"|[^\s"]+)+/g)
.map((item) => item
.trim()
.replace(/(?:")+/g, "")
.toLowerCase())
.filter(Boolean);
const regexSHA256 = /^[a-f0-9]{64}$/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;
case MODEL_SORT_SIZE_BYTES:
compareFn = (a, b) => { return b[MODEL_SORT_SIZE_BYTES] - a[MODEL_SORT_SIZE_BYTES]; };
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>} showModelInfo
* @returns {HTMLElement[]}
*/
static #generateInnerHtml(models, modelType, settingsElements, searchSeparator, systemSeparator, showModelInfo) {
// 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", {
loading: "lazy", /* `loading` BEFORE `src`; Known bug in Firefox 124.0.2 and Safari for iOS 17.4.1 (https://stackoverflow.com/a/76252772) */
src: imageUri(
previewInfo?.path,
previewInfo?.dateModified,
PREVIEW_THUMBNAIL_WIDTH,
PREVIEW_THUMBNAIL_HEIGHT,
),
draggable: false,
}),
$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() => { await showModelInfo(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>} showModelInfo
*/
static update(modelGrid, modelData, modelSelect, previousModelType, settings, sortBy, reverseSort, previousModelFilters, modelFilter, showModelInfo) {
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,
showModelInfo,
);
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) => {
const message = result["alert"];
if (message !== undefined) {
window.alert(message);
}
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) => {
const message = result["alert"];
if (message !== undefined) {
window.alert(message);
}
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"];
const message = result["alert"];
if (message !== undefined) {
window.alert(message);
}
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"];
const message = result["alert"];
if (message !== undefined) {
window.alert(message);
}
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", {
$: (el) => (this.elements.info = el),
"data-path": "",
}),
]);
}
/** @returns {void} */
show() {
this.element.style = "";
this.element.scrollTop = 0;
}
/**
* @param {boolean}
* @returns {Promise<boolean>}
*/
async trySave(promptUser) {
if (this.element.style.display === "none") {
return true;
}
const noteValue = this.elements.notes.value;
const savedNotesValue = this.#savedNotesValue;
if (noteValue.trim() === savedNotesValue.trim()) {
return true;
}
const saveChanges = !promptUser || window.confirm("Save notes?");
if (saveChanges) {
const path = this.elements.info.dataset.path;
const saved = await saveNotes(path, noteValue);
if (!saved) {
window.alert("Failed to save notes!");
return false;
}
this.#savedNotesValue = noteValue;
}
else {
const discardChanges = window.confirm("Discard changes?");
if (!discardChanges) {
return false;
}
else {
this.elements.notes.value = savedNotesValue;
}
}
return true;
}
/**
* @param {boolean?} promptSave
* @returns {Promise<boolean>}
*/
async tryHide(promptSave = true) {
const notes = this.elements.notes;
if (promptSave && notes !== undefined && notes !== null) {
const saved = await this.trySave(promptSave);
if (!saved) {
return false;
}
this.#savedNotesValue = "";
this.elements.notes.value = "";
}
this.element.style.display = "none";
return true;
}
/**
* @param {string} searchPath
* @param {() => Promise<void>} updateModels
* @param {string} searchSeparator
*/
async update(searchPath, updateModels, searchSeparator) {
const path = encodeURIComponent(searchPath);
const info = await request(`/model-manager/model/info?path=${path}`)
.then((result) => {
const success = result["success"];
const message = result["alert"];
if (message !== undefined) {
window.alert(message);
}
if (!success) {
return undefined;
}
return result["info"];
})
.catch((err) => {
console.log(err);
return undefined;
});
if (info === undefined || 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", [
$el("button.icon-button", {
textContent: "✎",
onclick: async(e) => {
const container = this.elements.info;
const oldFile = container.dataset.path;
const [oldFilePath, oldFileName] = SearchPath.split(oldFile);
const oldName = SearchPath.splitExtension(oldFileName)[0];
const newName = window.prompt("New model name:", oldName);
let renamed = false;
if (newName !== null && newName !== "" && newName != oldName) {
const newFile = (
oldFilePath +
searchSeparator +
newName +
SearchPath.splitExtension(oldFile)[1]
);
renamed = await request(
`/model-manager/model/move`,
{
method: "POST",
body: JSON.stringify({
"oldFile": oldFile,
"newFile": newFile,
}),
}
)
.then((result) => {
const renamed = result["success"];
const message = result["alert"];
if (message !== undefined) {
window.alert(message);
}
if (renamed)
{
container.innerHTML = "";
this.element.style.display = "none";
updateModels();
}
return renamed;
})
.catch(err => {
console.log(err);
return false;
});
}
buttonAlert(e.target, renamed);
},
}),
]),
]),
);
}
const fileDirectory = info["File Directory"];
if (fileDirectory !== undefined && fileDirectory !== null && fileDirectory !== "") {
this.elements.moveDestinationInput.placeholder = fileDirectory
this.elements.moveDestinationInput.value = fileDirectory; // TODO: noise vs convenience
}
else {
this.elements.moveDestinationInput.placeholder = searchSeparator;
this.elements.moveDestinationInput.value = searchSeparator;
}
const previewSelect = this.previewSelect;
const defaultUrl = previewSelect.elements.defaultUrl;
if (info["Preview"]) {
const imagePath = info["Preview"]["path"];
const imageDateModified = info["Preview"]["dateModified"];
defaultUrl.dataset.noimage = imageUri(imagePath, imageDateModified);
}
else {
defaultUrl.dataset.noimage = PREVIEW_NONE_URI;
}
previewSelect.resetModelInfoPreview();
const setPreviewButton = this.elements.setPreviewButton;
setPreviewButton.style.display = previewSelect.defaultIsChecked() ? "none" : "block";
innerHtml.push($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 saved = await this.trySave(false);
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: "Search URL...",
onkeydown: async (e) => {
if (e.key === "Enter") {
e.stopPropagation();
await update();
e.target.blur();
}
},
}),
$el("button.icon-button", {
onclick: async () => { await update(); },
textContent: "🔍︎",
}),
]),
$el("div.download-model-infos", {
$: (el) => (this.elements.infos = el),
}, [
$el("h1", ["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,
onkeydown: (e) => {
if (e.key === "Enter") {
e.stopPropagation();
e.target.blur();
}
},
});
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"];
const message = data["alert"];
if (message !== undefined) {
window.alert(message);
}
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("h1", ["No models 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 {@param {() => Promise<void>}} */
#updateModels = null;
/** */
#settingsElements = null;
/** @type {() => void} */
updateModelGrid = () => {};
/**
* @param {() => Promise<void>} updateModels
* @param {ModelData} modelData
* @param {(searchPath: string) => Promise<void>} showModelInfo
* @param {any} settingsElements
*/
constructor(updateModels, modelData, showModelInfo, settingsElements) {
/** @type {HTMLDivElement} */
const modelGrid = $el("div.comfy-grid");
this.elements.modelGrid = modelGrid;
this.#updateModels = updateModels;
this.#modelData = modelData;
this.#settingsElements = settingsElements;
const searchInput = $el("input.search-text-area", {
$: (el) => (this.elements.modelContentFilter = el),
type: "text",
name: "model search",
autocomplete: "off",
placeholder: "/Search...",
});
const updatePreviousModelFilter = () => {
const modelType = this.elements.modelTypeSelect.value;
const value = this.elements.modelContentFilter.value;
this.previousModelFilters[modelType] = value;
};
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,
showModelInfo,
);
this.element.parentElement.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 first)"]),
$el("option", { value: "-" + MODEL_SORT_DATE_CREATED }, ["Created (oldest first)"]),
$el("option", { value: MODEL_SORT_DATE_MODIFIED }, ["Modified (newest first)"]),
$el("option", { value: "-" + MODEL_SORT_DATE_MODIFIED }, ["Modified (oldest first)"]),
$el("option", { value: MODEL_SORT_DATE_NAME }, ["Name (A-Z)"]),
$el("option", { value: "-" + MODEL_SORT_DATE_NAME }, ["Name (Z-A)"]),
$el("option", { value: MODEL_SORT_SIZE_BYTES }, ["Size (largest first)"]),
$el("option", { value: "-" + MODEL_SORT_SIZE_BYTES }, ["Size (smallest first)"]),
],
),
]),
$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("a", {
href: "https://github.com/hayden-fr/ComfyUI-Model-Manager/issues/"
}, [
"File bugs and issues here."
]
),
$el("div", [
$el("button", {
$: (el) => (this.elements.reloadButton = el),
type: "button",
textContent: "Reload", // ⟳
onclick: async () => { await this.reload(true); },
}),
$el("button", {
$: (el) => (this.elements.saveButton = el),
type: "button",
textContent: "Save", // 💾︎
onclick: async () => { await 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: /0/sd1.5/styles \"pastel style\" -3d",
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-right", "sidebar-top", "sidebar-bottom", "sidebar-left"]; // TODO: magic numbers
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 {HTMLDivElement} */
#tabs = null;
/** @type {HTMLDivElement} */
#tabContents = null;
/** @type {HTMLButtonElement} */
#closeModelInfoButton = 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 ACTIVE_TAB_CLASS = "active";
/**
* @param {searchPath: string}
* @return {Promise<void>}
*/
const showModelInfo = async(searchPath) => {
await this.#modelInfoView.update(
searchPath,
this.#refreshModels,
this.#modelData.searchSeparator
).then(() => {
this.#tabs.style.display = "none";
this.#tabContents.style.display = "none";
this.#closeModelInfoButton.style.display = "";
this.#modelInfoView.show();
});
}
const modelTab = new ModelTab(
this.#refreshModels,
this.#modelData,
showModelInfo,
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);
/** @type {Record<string, HTMLDivElement>} */
const head = {};
/** @type {Record<string, HTMLDivElement>} */
const body = {};
/** @type {HTMLDivElement[]} */
const contents = [
$el("div", { dataset: { name: "Download" } }, [downloadTab.element]),
$el("div", { dataset: { name: "Models" } }, [modelTab.element]),
$el("div", { dataset: { name: "Settings" } }, [settingsTab.element]),
];
const tabs = contents.map((content) => {
const name = content.getAttribute("data-name");
/** @type {HTMLDivElement} */
const tab = $el("div.head-item", {
onclick: () => {
Object.keys(head).forEach((key) => {
if (name === key) {
head[key].classList.add(ACTIVE_TAB_CLASS);
body[key].style.display = "";
} else {
head[key].classList.remove(ACTIVE_TAB_CLASS);
body[key].style.display = "none";
}
});
},
},
[name],
);
head[name] = tab;
body[name] = content;
return tab;
});
tabs[0]?.click();
const closeManagerButton = $el("button.icon-button", {
textContent: "✖",
onclick: async() => {
const saved = await modelInfoView.trySave(true);
if (saved) {
this.close();
}
}
});
const closeModelInfoButton = $el("button.icon-button", {
$: (el) => (this.#closeModelInfoButton = el),
style: { display: "none" },
textContent: "⬅",
onclick: async() => { await this.#tryHideModelInfo(true); },
});
const modelManager = $el(
"div.comfy-modal.model-manager",
{
$: (el) => (this.element = el),
parent: document.body,
},
[
$el("div.comfy-modal-content", [ // TODO: settings.top_bar_left_to_right or settings.top_bar_right_to_left
$el("div.model-manager-panel", [
$el("div.model-manager-head", [
$el("div.topbar-right", [
closeManagerButton,
closeModelInfoButton,
sidebarButtons.element,
]),
$el("div.topbar-left", [
$el("div.model-manager-tabs", {
$: (el) => (this.#tabs = el),
}, tabs),
]),
]),
$el("div.model-manager-body", [
$el("div.model-manager-tab-contents", {
$: (el) => (this.#tabContents = el),
}, contents),
modelInfoView.element,
]),
]),
]),
]
);
new ResizeObserver(() => {
if (modelManager.style.display === "none") {
return;
}
const minWidth = 768; // magic value (could easily break)
const managerRect = modelManager.getBoundingClientRect();
const isNarrow = managerRect.width < minWidth;
let texts = isNarrow ? ["⬇️", "📁", "⚙️"] : ["Download", "Models", "Settings"]; // magic values
texts.forEach((text, i) => {
tabs[i].innerText = text;
});
}).observe(modelManager);
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();
await this.#tryHideModelInfo(false);
document.getElementById("comfy-refresh-button")?.click();
}
/**
* @param {boolean} promptSave
* @returns {Promise<boolean>}
*/
#tryHideModelInfo = async(promptSave) => {
if (this.#tabContents.style.display === "none") {
if (!await this.#modelInfoView.tryHide(promptSave)) {
return false;
}
this.#closeModelInfoButton.style.display = "none";
this.#tabs.style.display = "";
this.#tabContents.style.display = "";
}
return true;
}
}
/** @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();
}
},
})
);
},
});
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