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import { app } from "../../scripts/app.js"; | |
import { $el } from "../../scripts/ui.js"; | |
import { | |
manager_instance, rebootAPI, | |
fetchData, md5, icons, show_message, customAlert, infoToast, showTerminal, | |
storeColumnWidth, restoreColumnWidth, loadCss | |
} from "./common.js"; | |
import { api } from "../../scripts/api.js"; | |
// https://cenfun.github.io/turbogrid/api.html | |
import TG from "./turbogrid.esm.js"; | |
loadCss("./model-manager.css"); | |
const gridId = "model"; | |
const pageHtml = ` | |
<div class="cmm-manager-header"> | |
<label>Filter | |
<select class="cmm-manager-filter"></select> | |
</label> | |
<label>Type | |
<select class="cmm-manager-type"></select> | |
</label> | |
<label>Base | |
<select class="cmm-manager-base"></select> | |
</label> | |
<input class="cmm-manager-keywords" type="search" placeholder="Search" /> | |
<div class="cmm-manager-status"></div> | |
<div class="cmm-flex-auto"></div> | |
</div> | |
<div class="cmm-manager-grid"></div> | |
<div class="cmm-manager-selection"></div> | |
<div class="cmm-manager-message"></div> | |
<div class="cmm-manager-footer"> | |
<button class="cmm-manager-back"> | |
<svg class="arrow-icon" width="14" height="14" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg"> | |
<path d="M2 8H18M2 8L8 2M2 8L8 14" stroke="white" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/> | |
</svg> | |
Back | |
</button> | |
<button class="cmm-manager-refresh">Refresh</button> | |
<button class="cmm-manager-stop">Stop</button> | |
<div class="cmm-flex-auto"></div> | |
</div> | |
`; | |
export class ModelManager { | |
static instance = null; | |
constructor(app, manager_dialog) { | |
this.app = app; | |
this.manager_dialog = manager_dialog; | |
this.id = "cmm-manager"; | |
this.filter = ''; | |
this.type = ''; | |
this.base = ''; | |
this.keywords = ''; | |
this.init(); | |
api.addEventListener("cm-queue-status", this.onQueueStatus); | |
} | |
init() { | |
this.element = $el("div", { | |
parent: document.body, | |
className: "comfy-modal cmm-manager" | |
}); | |
this.element.innerHTML = pageHtml; | |
this.initFilter(); | |
this.bindEvents(); | |
this.initGrid(); | |
} | |
initFilter() { | |
this.filterList = [{ | |
label: "All", | |
value: "" | |
}, { | |
label: "Installed", | |
value: "True" | |
}, { | |
label: "Not Installed", | |
value: "False" | |
}]; | |
this.typeList = [{ | |
label: "All", | |
value: "" | |
}]; | |
this.baseList = [{ | |
label: "All", | |
value: "" | |
}]; | |
this.updateFilter(); | |
} | |
updateFilter() { | |
const $filter = this.element.querySelector(".cmm-manager-filter"); | |
$filter.innerHTML = this.filterList.map(item => { | |
const selected = item.value === this.filter ? " selected" : ""; | |
return `<option value="${item.value}"${selected}>${item.label}</option>` | |
}).join(""); | |
const $type = this.element.querySelector(".cmm-manager-type"); | |
$type.innerHTML = this.typeList.map(item => { | |
const selected = item.value === this.type ? " selected" : ""; | |
return `<option value="${item.value}"${selected}>${item.label}</option>` | |
}).join(""); | |
const $base = this.element.querySelector(".cmm-manager-base"); | |
$base.innerHTML = this.baseList.map(item => { | |
const selected = item.value === this.base ? " selected" : ""; | |
return `<option value="${item.value}"${selected}>${item.label}</option>` | |
}).join(""); | |
} | |
bindEvents() { | |
const eventsMap = { | |
".cmm-manager-filter": { | |
change: (e) => { | |
this.filter = e.target.value; | |
this.updateGrid(); | |
} | |
}, | |
".cmm-manager-type": { | |
change: (e) => { | |
this.type = e.target.value; | |
this.updateGrid(); | |
} | |
}, | |
".cmm-manager-base": { | |
change: (e) => { | |
this.base = e.target.value; | |
this.updateGrid(); | |
} | |
}, | |
".cmm-manager-keywords": { | |
input: (e) => { | |
const keywords = `${e.target.value}`.trim(); | |
if (keywords !== this.keywords) { | |
this.keywords = keywords; | |
this.updateGrid(); | |
} | |
}, | |
focus: (e) => e.target.select() | |
}, | |
".cmm-manager-selection": { | |
click: (e) => { | |
const target = e.target; | |
const mode = target.getAttribute("mode"); | |
if (mode === "install") { | |
this.installModels(this.selectedModels, target); | |
} | |
} | |
}, | |
".cmm-manager-refresh": { | |
click: () => { | |
app.refreshComboInNodes(); | |
} | |
}, | |
".cmm-manager-stop": { | |
click: () => { | |
api.fetchApi('/manager/queue/reset'); | |
infoToast('Cancel', 'Remaining tasks will stop after completing the current task.'); | |
} | |
}, | |
".cmm-manager-back": { | |
click: (e) => { | |
this.close() | |
manager_instance.show(); | |
} | |
} | |
}; | |
Object.keys(eventsMap).forEach(selector => { | |
const target = this.element.querySelector(selector); | |
if (target) { | |
const events = eventsMap[selector]; | |
if (events) { | |
Object.keys(events).forEach(type => { | |
target.addEventListener(type, events[type]); | |
}); | |
} | |
} | |
}); | |
} | |
// =========================================================================================== | |
initGrid() { | |
const container = this.element.querySelector(".cmm-manager-grid"); | |
const grid = new TG.Grid(container); | |
this.grid = grid; | |
grid.bind('onUpdated', (e, d) => { | |
this.showStatus(`${grid.viewRows.length.toLocaleString()} external models`); | |
}); | |
grid.bind('onSelectChanged', (e, changes) => { | |
this.renderSelected(); | |
}); | |
grid.bind("onColumnWidthChanged", (e, columnItem) => { | |
storeColumnWidth(gridId, columnItem) | |
}); | |
grid.bind('onClick', (e, d) => { | |
const { rowItem } = d; | |
const target = d.e.target; | |
const mode = target.getAttribute("mode"); | |
if (mode === "install") { | |
this.installModels([rowItem], target); | |
} | |
}); | |
grid.setOption({ | |
theme: 'dark', | |
selectVisible: true, | |
selectMultiple: true, | |
selectAllVisible: true, | |
textSelectable: true, | |
scrollbarRound: true, | |
frozenColumn: 1, | |
rowNotFound: "No Results", | |
rowHeight: 40, | |
bindWindowResize: true, | |
bindContainerResize: true, | |
cellResizeObserver: (rowItem, columnItem) => { | |
const autoHeightColumns = ['name', 'description']; | |
return autoHeightColumns.includes(columnItem.id) | |
}, | |
// updateGrid handler for filter and keywords | |
rowFilter: (rowItem) => { | |
const searchableColumns = ["name", "type", "base", "description", "filename", "save_path"]; | |
let shouldShown = grid.highlightKeywordsFilter(rowItem, searchableColumns, this.keywords); | |
if (shouldShown) { | |
if(this.filter && rowItem.installed !== this.filter) { | |
return false; | |
} | |
if(this.type && rowItem.type !== this.type) { | |
return false; | |
} | |
if(this.base && rowItem.base !== this.base) { | |
return false; | |
} | |
} | |
return shouldShown; | |
} | |
}); | |
} | |
renderGrid() { | |
// update theme | |
const colorPalette = this.app.ui.settings.settingsValues['Comfy.ColorPalette']; | |
Array.from(this.element.classList).forEach(cn => { | |
if (cn.startsWith("cmm-manager-")) { | |
this.element.classList.remove(cn); | |
} | |
}); | |
this.element.classList.add(`cmm-manager-${colorPalette}`); | |
const options = { | |
theme: colorPalette === "light" ? "" : "dark" | |
}; | |
const rows = this.modelList || []; | |
const columns = [{ | |
id: 'id', | |
name: 'ID', | |
width: 50, | |
align: 'center' | |
}, { | |
id: 'name', | |
name: 'Name', | |
width: 200, | |
minWidth: 100, | |
maxWidth: 500, | |
classMap: 'cmm-node-name', | |
formatter: function(name, rowItem, columnItem, cellNode) { | |
return `<a href=${rowItem.reference} target="_blank"><b>${name}</b></a>`; | |
} | |
}, { | |
id: 'installed', | |
name: 'Install', | |
width: 130, | |
minWidth: 110, | |
maxWidth: 200, | |
sortable: false, | |
align: 'center', | |
formatter: (installed, rowItem, columnItem) => { | |
if (rowItem.refresh) { | |
return `<font color="red">Refresh Required</span>`; | |
} | |
if (installed === "True") { | |
return `<div class="cmm-icon-passed">${icons.passed}</div>`; | |
} | |
return `<button class="cmm-btn-install" mode="install">Install</button>`; | |
} | |
}, { | |
id: 'url', | |
name: '', | |
width: 50, | |
sortable: false, | |
align: 'center', | |
formatter: (url, rowItem, columnItem) => { | |
return `<a class="cmm-btn-download" tooltip="Download file" href="${url}" target="_blank">${icons.download}</a>`; | |
} | |
}, { | |
id: 'size', | |
name: 'Size', | |
width: 100, | |
formatter: (size) => { | |
if (typeof size === "number") { | |
return this.formatSize(size); | |
} | |
return size; | |
} | |
}, { | |
id: 'type', | |
name: 'Type', | |
width: 100 | |
}, { | |
id: 'base', | |
name: 'Base' | |
}, { | |
id: 'description', | |
name: 'Description', | |
width: 400, | |
maxWidth: 5000, | |
classMap: 'cmm-node-desc' | |
}, { | |
id: "save_path", | |
name: 'Save Path', | |
width: 200 | |
}, { | |
id: 'filename', | |
name: 'Filename', | |
width: 200 | |
}]; | |
restoreColumnWidth(gridId, columns); | |
this.grid.setData({ | |
options, | |
rows, | |
columns | |
}); | |
this.grid.render(); | |
} | |
updateGrid() { | |
if (this.grid) { | |
this.grid.update(); | |
} | |
} | |
// =========================================================================================== | |
renderSelected() { | |
const selectedList = this.grid.getSelectedRows(); | |
if (!selectedList.length) { | |
this.showSelection(""); | |
this.selectedModels = []; | |
return; | |
} | |
this.selectedModels = selectedList; | |
this.showSelection(`<span>Selected <b>${selectedList.length}</b> models <button class="cmm-btn-install" mode="install">Install</button>`); | |
} | |
focusInstall(item) { | |
const cellNode = this.grid.getCellNode(item, "installed"); | |
if (cellNode) { | |
const cellBtn = cellNode.querySelector(`button[mode="install"]`); | |
if (cellBtn) { | |
cellBtn.classList.add("cmm-btn-loading"); | |
return true | |
} | |
} | |
} | |
async installModels(list, btn) { | |
let stats = await api.fetchApi('/manager/queue/status'); | |
stats = await stats.json(); | |
if(stats.is_processing) { | |
customAlert(`[ComfyUI-Manager] There are already tasks in progress. Please try again after it is completed. (${stats.done_count}/${stats.total_count})`); | |
return; | |
} | |
btn.classList.add("cmm-btn-loading"); | |
this.showError(""); | |
let needRefresh = false; | |
let errorMsg = ""; | |
await api.fetchApi('/manager/queue/reset'); | |
let target_items = []; | |
for (const item of list) { | |
this.grid.scrollRowIntoView(item); | |
target_items.push(item); | |
if (!this.focusInstall(item)) { | |
this.grid.onNextUpdated(() => { | |
this.focusInstall(item); | |
}); | |
} | |
this.showStatus(`Install ${item.name} ...`); | |
const data = item.originalData; | |
data.ui_id = item.hash; | |
const res = await api.fetchApi(`/manager/queue/install_model`, { | |
method: 'POST', | |
body: JSON.stringify(data) | |
}); | |
if (res.status != 200) { | |
errorMsg = `'${item.name}': `; | |
if(res.status == 403) { | |
errorMsg += `This action is not allowed with this security level configuration.\n`; | |
} else { | |
errorMsg += await res.text() + '\n'; | |
} | |
break; | |
} | |
} | |
this.install_context = {btn: btn, targets: target_items}; | |
if(errorMsg) { | |
this.showError(errorMsg); | |
show_message("[Installation Errors]\n"+errorMsg); | |
// reset | |
for(let k in target_items) { | |
const item = target_items[k]; | |
this.grid.updateCell(item, "installed"); | |
} | |
} | |
else { | |
await api.fetchApi('/manager/queue/start'); | |
this.showStop(); | |
showTerminal(); | |
} | |
} | |
async onQueueStatus(event) { | |
let self = ModelManager.instance; | |
if(event.detail.status == 'in_progress' && event.detail.ui_target == 'model_manager') { | |
const hash = event.detail.target; | |
const item = self.grid.getRowItemBy("hash", hash); | |
item.refresh = true; | |
self.grid.setRowSelected(item, false); | |
item.selectable = false; | |
// self.grid.updateCell(item, "tg-column-select"); | |
self.grid.updateRow(item); | |
} | |
else if(event.detail.status == 'done') { | |
self.hideStop(); | |
self.onQueueCompleted(event.detail); | |
} | |
} | |
async onQueueCompleted(info) { | |
let result = info.model_result; | |
if(result.length == 0) { | |
return; | |
} | |
let self = ModelManager.instance; | |
if(!self.install_context) { | |
return; | |
} | |
let btn = self.install_context.btn; | |
self.hideLoading(); | |
btn.classList.remove("cmm-btn-loading"); | |
let errorMsg = ""; | |
for(let hash in result){ | |
let v = result[hash]; | |
if(v != 'success') | |
errorMsg += v + '\n'; | |
} | |
for(let k in self.install_context.targets) { | |
let item = self.install_context.targets[k]; | |
self.grid.updateCell(item, "installed"); | |
} | |
if (errorMsg) { | |
self.showError(errorMsg); | |
show_message("Installation Error:\n"+errorMsg); | |
} else { | |
self.showStatus(`Install ${result.length} models successfully`); | |
} | |
self.showRefresh(); | |
self.showMessage(`To apply the installed model, please click the 'Refresh' button.`, "red") | |
infoToast('Tasks done', `[ComfyUI-Manager] All model downloading tasks in the queue have been completed.\n${info.done_count}/${info.total_count}`); | |
self.install_context = undefined; | |
} | |
getModelList(models) { | |
const typeMap = new Map(); | |
const baseMap = new Map(); | |
models.forEach((item, i) => { | |
const { type, base, name, reference, installed } = item; | |
item.originalData = JSON.parse(JSON.stringify(item)); | |
item.size = this.sizeToBytes(item.size); | |
item.hash = md5(name + reference); | |
item.id = i + 1; | |
if (installed === "True") { | |
item.selectable = false; | |
} | |
typeMap.set(type, type); | |
baseMap.set(base, base); | |
}); | |
const typeList = []; | |
typeMap.forEach(type => { | |
typeList.push({ | |
label: type, | |
value: type | |
}); | |
}); | |
typeList.sort((a,b)=> { | |
const au = a.label.toUpperCase(); | |
const bu = b.label.toUpperCase(); | |
if (au !== bu) { | |
return au > bu ? 1 : -1; | |
} | |
return 0; | |
}); | |
this.typeList = [{ | |
label: "All", | |
value: "" | |
}].concat(typeList); | |
const baseList = []; | |
baseMap.forEach(base => { | |
baseList.push({ | |
label: base, | |
value: base | |
}); | |
}); | |
baseList.sort((a,b)=> { | |
const au = a.label.toUpperCase(); | |
const bu = b.label.toUpperCase(); | |
if (au !== bu) { | |
return au > bu ? 1 : -1; | |
} | |
return 0; | |
}); | |
this.baseList = [{ | |
label: "All", | |
value: "" | |
}].concat(baseList); | |
return models; | |
} | |
// =========================================================================================== | |
async loadData() { | |
this.showLoading(); | |
this.showStatus(`Loading external model list ...`); | |
const mode = manager_instance.datasrc_combo.value; | |
const res = await fetchData(`/externalmodel/getlist?mode=${mode}`); | |
if (res.error) { | |
this.showError("Failed to get external model list."); | |
this.hideLoading(); | |
return | |
} | |
const { models } = res.data; | |
this.modelList = this.getModelList(models); | |
// console.log("models", this.modelList); | |
this.updateFilter(); | |
this.renderGrid(); | |
this.hideLoading(); | |
} | |
// =========================================================================================== | |
formatSize(v) { | |
const base = 1000; | |
const units = ['', 'K', 'M', 'G', 'T', 'P']; | |
const space = ''; | |
const postfix = 'B'; | |
if (v <= 0) { | |
return `0${space}${postfix}`; | |
} | |
for (let i = 0, l = units.length; i < l; i++) { | |
const min = Math.pow(base, i); | |
const max = Math.pow(base, i + 1); | |
if (v > min && v <= max) { | |
const unit = units[i]; | |
if (unit) { | |
const n = v / min; | |
const nl = n.toString().split('.')[0].length; | |
const fl = Math.max(3 - nl, 1); | |
v = n.toFixed(fl); | |
} | |
v = v + space + unit + postfix; | |
break; | |
} | |
} | |
return v; | |
} | |
// for size sort | |
sizeToBytes(v) { | |
if (typeof v === "number") { | |
return v; | |
} | |
if (typeof v === "string") { | |
const n = parseFloat(v); | |
const unit = v.replace(/[0-9.B]+/g, "").trim().toUpperCase(); | |
if (unit === "K") { | |
return n * 1000; | |
} | |
if (unit === "M") { | |
return n * 1000 * 1000; | |
} | |
if (unit === "G") { | |
return n * 1000 * 1000 * 1000; | |
} | |
if (unit === "T") { | |
return n * 1000 * 1000 * 1000 * 1000; | |
} | |
} | |
return v; | |
} | |
showSelection(msg) { | |
this.element.querySelector(".cmm-manager-selection").innerHTML = msg; | |
} | |
showError(err) { | |
this.showMessage(err, "red"); | |
} | |
showMessage(msg, color) { | |
if (color) { | |
msg = `<font color="${color}">${msg}</font>`; | |
} | |
this.element.querySelector(".cmm-manager-message").innerHTML = msg; | |
} | |
showStatus(msg, color) { | |
if (color) { | |
msg = `<font color="${color}">${msg}</font>`; | |
} | |
this.element.querySelector(".cmm-manager-status").innerHTML = msg; | |
} | |
showLoading() { | |
// this.setDisabled(true); | |
if (this.grid) { | |
this.grid.showLoading(); | |
this.grid.showMask({ | |
opacity: 0.05 | |
}); | |
} | |
} | |
hideLoading() { | |
// this.setDisabled(false); | |
if (this.grid) { | |
this.grid.hideLoading(); | |
this.grid.hideMask(); | |
} | |
} | |
setDisabled(disabled) { | |
const $close = this.element.querySelector(".cmm-manager-close"); | |
const $refresh = this.element.querySelector(".cmm-manager-refresh"); | |
const $stop = this.element.querySelector(".cmm-manager-stop"); | |
const list = [ | |
".cmm-manager-header input", | |
".cmm-manager-header select", | |
".cmm-manager-footer button", | |
".cmm-manager-selection button" | |
].map(s => { | |
return Array.from(this.element.querySelectorAll(s)); | |
}) | |
.flat() | |
.filter(it => { | |
return it !== $close && it !== $refresh && it !== $stop; | |
}); | |
list.forEach($elem => { | |
if (disabled) { | |
$elem.setAttribute("disabled", "disabled"); | |
} else { | |
$elem.removeAttribute("disabled"); | |
} | |
}); | |
Array.from(this.element.querySelectorAll(".cmm-btn-loading")).forEach($elem => { | |
$elem.classList.remove("cmm-btn-loading"); | |
}); | |
} | |
showRefresh() { | |
this.element.querySelector(".cmm-manager-refresh").style.display = "block"; | |
} | |
showStop() { | |
this.element.querySelector(".cmm-manager-stop").style.display = "block"; | |
} | |
hideStop() { | |
this.element.querySelector(".cmm-manager-stop").style.display = "none"; | |
} | |
setKeywords(keywords = "") { | |
this.keywords = keywords; | |
this.element.querySelector(".cmm-manager-keywords").value = keywords; | |
} | |
show() { | |
this.element.style.display = "flex"; | |
this.setKeywords(""); | |
this.showSelection(""); | |
this.showMessage(""); | |
this.loadData(); | |
} | |
close() { | |
this.element.style.display = "none"; | |
} | |
} |