import { ComfyWidgets } from "./widgets.js"; import { ComfyUI } from "./ui.js"; import { api } from "./api.js"; import { defaultGraph } from "./defaultGraph.js"; import { getPngMetadata } from "./pnginfo.js"; class ComfyApp { constructor() { this.ui = new ComfyUI(this); this.extensions = []; this.nodeOutputs = {}; } /** * Invoke an extension callback * @param {string} method The extension callback to execute * @param {...any} args Any arguments to pass to the callback * @returns */ #invokeExtensions(method, ...args) { let results = []; for (const ext of this.extensions) { if (method in ext) { try { results.push(ext[method](...args, this)); } catch (error) { console.error( `Error calling extension '${ext.name}' method '${method}'`, { error }, { extension: ext }, { args } ); } } } return results; } /** * Invoke an async extension callback * Each callback will be invoked concurrently * @param {string} method The extension callback to execute * @param {...any} args Any arguments to pass to the callback * @returns */ async #invokeExtensionsAsync(method, ...args) { return await Promise.all( this.extensions.map(async (ext) => { if (method in ext) { try { return await ext[method](...args, this); } catch (error) { console.error( `Error calling extension '${ext.name}' method '${method}'`, { error }, { extension: ext }, { args } ); } } }) ); } /** * Adds special context menu handling for nodes * e.g. this adds Open Image functionality for nodes that show images * @param {*} node The node to add the menu handler */ #addNodeContextMenuHandler(node) { node.prototype.getExtraMenuOptions = function (_, options) { if (this.imgs) { // If this node has images then we add an open in new tab item let img; if (this.imageIndex != null) { // An image is selected so select that img = this.imgs[this.imageIndex]; } else if (this.overIndex != null) { // No image is selected but one is hovered img = this.imgs[this.overIndex]; } if (img) { options.unshift({ content: "Open Image", callback: () => window.open(img.src, "_blank"), }); } } }; } /** * Adds Custom drawing logic for nodes * e.g. Draws images and handles thumbnail navigation on nodes that output images * @param {*} node The node to add the draw handler */ #addDrawBackgroundHandler(node) { const app = this; node.prototype.onDrawBackground = function (ctx) { if (!this.flags.collapsed) { const output = app.nodeOutputs[this.id + ""]; if (output && output.images) { if (this.images !== output.images) { this.images = output.images; this.imgs = null; this.imageIndex = null; Promise.all( output.images.map((src) => { return new Promise((r) => { const img = new Image(); img.onload = () => r(img); img.onerror = () => r(null); img.src = "/view/" + src; }); }) ).then((imgs) => { if (this.images === output.images) { this.imgs = imgs.filter(Boolean); if (this.size[1] < 100) { this.size[1] = 250; } app.graph.setDirtyCanvas(true); } }); } } if (this.imgs && this.imgs.length) { const canvas = graph.list_of_graphcanvas[0]; const mouse = canvas.graph_mouse; if (!canvas.pointer_is_down && this.pointerDown) { if (mouse[0] === this.pointerDown.pos[0] && mouse[1] === this.pointerDown.pos[1]) { this.imageIndex = this.pointerDown.index; } this.pointerDown = null; } let w = this.imgs[0].naturalWidth; let h = this.imgs[0].naturalHeight; let imageIndex = this.imageIndex; const numImages = this.imgs.length; if (numImages === 1 && !imageIndex) { this.imageIndex = imageIndex = 0; } let shiftY; if (this.imageOffset != null) { shiftY = this.imageOffset; } else { shiftY = this.computeSize()[1]; } let dw = this.size[0]; let dh = this.size[1]; dh -= shiftY; if (imageIndex == null) { let best = 0; let cellWidth; let cellHeight; let cols = 0; let shiftX = 0; for (let c = 1; c <= numImages; c++) { const rows = Math.ceil(numImages / c); const cW = dw / c; const cH = dh / rows; const scaleX = cW / w; const scaleY = cH / h; const scale = Math.min(scaleX, scaleY, 1); const imageW = w * scale; const imageH = h * scale; const area = imageW * imageH * numImages; if (area > best) { best = area; cellWidth = imageW; cellHeight = imageH; cols = c; shiftX = c * ((cW - imageW) / 2); } } let anyHovered = false; this.imageRects = []; for (let i = 0; i < numImages; i++) { const img = this.imgs[i]; const row = Math.floor(i / cols); const col = i % cols; const x = col * cellWidth + shiftX; const y = row * cellHeight + shiftY; if (!anyHovered) { anyHovered = LiteGraph.isInsideRectangle( mouse[0], mouse[1], x + this.pos[0], y + this.pos[1], cellWidth, cellHeight ); if (anyHovered) { this.overIndex = i; let value = 110; if (canvas.pointer_is_down) { if (!this.pointerDown || this.pointerDown.index !== i) { this.pointerDown = { index: i, pos: [...mouse] }; } value = 125; } ctx.filter = `contrast(${value}%) brightness(${value}%)`; canvas.canvas.style.cursor = "pointer"; } } this.imageRects.push([x, y, cellWidth, cellHeight]); ctx.drawImage(img, x, y, cellWidth, cellHeight); ctx.filter = "none"; } if (!anyHovered) { this.pointerDown = null; this.overIndex = null; } } else { // Draw individual const scaleX = dw / w; const scaleY = dh / h; const scale = Math.min(scaleX, scaleY, 1); w *= scale; h *= scale; let x = (dw - w) / 2; let y = (dh - h) / 2 + shiftY; ctx.drawImage(this.imgs[imageIndex], x, y, w, h); const drawButton = (x, y, sz, text) => { const hovered = LiteGraph.isInsideRectangle(mouse[0], mouse[1], x + this.pos[0], y + this.pos[1], sz, sz); let fill = "#333"; let textFill = "#fff"; let isClicking = false; if (hovered) { canvas.canvas.style.cursor = "pointer"; if (canvas.pointer_is_down) { fill = "#1e90ff"; isClicking = true; } else { fill = "#eee"; textFill = "#000"; } } else { this.pointerWasDown = null; } ctx.fillStyle = fill; ctx.beginPath(); ctx.roundRect(x, y, sz, sz, [4]); ctx.fill(); ctx.fillStyle = textFill; ctx.font = "12px Arial"; ctx.textAlign = "center"; ctx.fillText(text, x + 15, y + 20); return isClicking; }; if (numImages > 1) { if (drawButton(x + w - 35, y + h - 35, 30, `${this.imageIndex + 1}/${numImages}`)) { let i = this.imageIndex + 1 >= numImages ? 0 : this.imageIndex + 1; if (!this.pointerDown || !this.pointerDown.index === i) { this.pointerDown = { index: i, pos: [...mouse] }; } } if (drawButton(x + w - 35, y + 5, 30, `x`)) { if (!this.pointerDown || !this.pointerDown.index === null) { this.pointerDown = { index: null, pos: [...mouse] }; } } } } } } }; } /** * Adds a handler allowing drag+drop of files onto the window to load workflows */ #addDropHandler() { // Get prompt from dropped PNG or json document.addEventListener("drop", async (event) => { event.preventDefault(); event.stopPropagation(); const file = event.dataTransfer.files[0]; await this.handleFile(file); }); } /** * Adds a handler on paste that extracts and loads workflows from pasted JSON data */ #addPasteHandler() { document.addEventListener("paste", (e) => { let data = (e.clipboardData || window.clipboardData).getData("text/plain"); let workflow; try { data = data.slice(data.indexOf("{")); workflow = JSON.parse(data); } catch (err) { try { data = data.slice(data.indexOf("workflow\n")); data = data.slice(data.indexOf("{")); workflow = JSON.parse(data); } catch (error) {} } if (workflow && workflow.version && workflow.nodes && workflow.extra) { this.loadGraphData(workflow); } }); } /** * Draws currently executing node highlight and progress bar */ #addDrawNodeProgressHandler() { const orig = LGraphCanvas.prototype.drawNodeShape; const self = this; LGraphCanvas.prototype.drawNodeShape = function (node, ctx, size, fgcolor, bgcolor, selected, mouse_over) { const res = orig.apply(this, arguments); if (node.id + "" === self.runningNodeId) { const shape = node._shape || node.constructor.shape || LiteGraph.ROUND_SHAPE; ctx.lineWidth = 1; ctx.globalAlpha = 0.8; ctx.beginPath(); if (shape == LiteGraph.BOX_SHAPE) ctx.rect(-6, -6 + LiteGraph.NODE_TITLE_HEIGHT, 12 + size[0] + 1, 12 + size[1] + LiteGraph.NODE_TITLE_HEIGHT); else if (shape == LiteGraph.ROUND_SHAPE || (shape == LiteGraph.CARD_SHAPE && node.flags.collapsed)) ctx.roundRect( -6, -6 - LiteGraph.NODE_TITLE_HEIGHT, 12 + size[0] + 1, 12 + size[1] + LiteGraph.NODE_TITLE_HEIGHT, this.round_radius * 2 ); else if (shape == LiteGraph.CARD_SHAPE) ctx.roundRect( -6, -6 + LiteGraph.NODE_TITLE_HEIGHT, 12 + size[0] + 1, 12 + size[1] + LiteGraph.NODE_TITLE_HEIGHT, this.round_radius * 2, 2 ); else if (shape == LiteGraph.CIRCLE_SHAPE) ctx.arc(size[0] * 0.5, size[1] * 0.5, size[0] * 0.5 + 6, 0, Math.PI * 2); ctx.strokeStyle = "#0f0"; ctx.stroke(); ctx.strokeStyle = fgcolor; ctx.globalAlpha = 1; if (self.progress) { ctx.fillStyle = "green"; ctx.fillRect(0, 0, size[0] * (self.progress.value / self.progress.max), 6); ctx.fillStyle = bgcolor; } } return res; }; } /** * Handles updates from the API socket */ #addApiUpdateHandlers() { api.addEventListener("status", ({ detail }) => { this.ui.setStatus(detail); }); api.addEventListener("reconnecting", () => { this.ui.dialog.show("Reconnecting..."); }); api.addEventListener("reconnected", () => { this.ui.dialog.close(); }); api.addEventListener("progress", ({ detail }) => { this.progress = detail; this.graph.setDirtyCanvas(true, false); }); api.addEventListener("executing", ({ detail }) => { this.progress = null; this.runningNodeId = detail; this.graph.setDirtyCanvas(true, false); }); api.addEventListener("executed", ({ detail }) => { this.nodeOutputs[detail.node] = detail.output; }); api.init(); } #addKeyboardHandler() { window.addEventListener("keydown", (e) => { // Queue prompt using ctrl or command + enter if ((e.ctrlKey || e.metaKey) && (e.key === "Enter" || e.keyCode === 13 || e.keyCode === 10)) { this.queuePrompt(e.shiftKey ? -1 : 0); } }); } /** * Loads all extensions from the API into the window */ async #loadExtensions() { const extensions = await api.getExtensions(); for (const ext of extensions) { try { await import(ext); } catch (error) { console.error("Error loading extension", ext, error); } } } /** * Set up the app on the page */ async setup() { await this.#loadExtensions(); // Create and mount the LiteGraph in the DOM const canvasEl = Object.assign(document.createElement("canvas"), { id: "graph-canvas" }); document.body.prepend(canvasEl); this.graph = new LGraph(); const canvas = (this.canvas = new LGraphCanvas(canvasEl, this.graph)); this.ctx = canvasEl.getContext("2d"); this.graph.start(); function resizeCanvas() { canvasEl.width = canvasEl.offsetWidth; canvasEl.height = canvasEl.offsetHeight; canvas.draw(true, true); } // Ensure the canvas fills the window resizeCanvas(); window.addEventListener("resize", resizeCanvas); await this.#invokeExtensionsAsync("init"); await this.registerNodes(); // Load previous workflow let restored = false; try { const json = localStorage.getItem("workflow"); if (json) { const workflow = JSON.parse(json); this.loadGraphData(workflow); restored = true; } } catch (err) {} // We failed to restore a workflow so load the default if (!restored) { this.loadGraphData(); } // Save current workflow automatically setInterval(() => localStorage.setItem("workflow", JSON.stringify(this.graph.serialize())), 1000); this.#addDrawNodeProgressHandler(); this.#addApiUpdateHandlers(); this.#addDropHandler(); this.#addPasteHandler(); this.#addKeyboardHandler(); await this.#invokeExtensionsAsync("setup"); } /** * Registers nodes with the graph */ async registerNodes() { const app = this; // Load node definitions from the backend const defs = await api.getNodeDefs(); await this.#invokeExtensionsAsync("addCustomNodeDefs", defs); // Generate list of known widgets const widgets = Object.assign( {}, ComfyWidgets, ...(await this.#invokeExtensionsAsync("getCustomWidgets")).filter(Boolean) ); // Register a node for each definition for (const nodeId in defs) { const nodeData = defs[nodeId]; const node = Object.assign( function ComfyNode() { const inputs = nodeData["input"]["required"]; const config = { minWidth: 1, minHeight: 1 }; for (const inputName in inputs) { const inputData = inputs[inputName]; const type = inputData[0]; if (Array.isArray(type)) { // Enums e.g. latent rotation let defaultValue = type[0]; if (inputData[1] && inputData[1].default) { defaultValue = inputData[1].default; } this.addWidget("combo", inputName, defaultValue, () => {}, { values: type }); } else if (`${type}:${inputName}` in widgets) { // Support custom widgets by Type:Name Object.assign(config, widgets[`${type}:${inputName}`](this, inputName, inputData, app) || {}); } else if (type in widgets) { // Standard type widgets Object.assign(config, widgets[type](this, inputName, inputData, app) || {}); } else { // Node connection inputs this.addInput(inputName, type); } } for (const output of nodeData["output"]) { this.addOutput(output, output); } const s = this.computeSize(); s[0] = Math.max(config.minWidth, s[0] * 1.5); s[1] = Math.max(config.minHeight, s[1]); this.size = s; this.serialize_widgets = true; app.#invokeExtensionsAsync("nodeCreated", this); }, { title: nodeData.name, comfyClass: nodeData.name, } ); node.prototype.comfyClass = nodeData.name; this.#addNodeContextMenuHandler(node); this.#addDrawBackgroundHandler(node, app); await this.#invokeExtensionsAsync("beforeRegisterNodeDef", node, nodeData); LiteGraph.registerNodeType(nodeId, node); node.category = nodeData.category; } await this.#invokeExtensionsAsync("registerCustomNodes"); } /** * Populates the graph with the specified workflow data * @param {*} graphData A serialized graph object */ loadGraphData(graphData) { if (!graphData) { graphData = defaultGraph; } this.graph.configure(graphData); for (const node of this.graph._nodes) { const size = node.computeSize(); size[0] = Math.max(node.size[0], size[0]); size[1] = Math.max(node.size[1], size[1]); node.size = size; if (node.widgets) { // If you break something in the backend and want to patch workflows in the frontend // This is the place to do this for (let widget of node.widgets) { if (node.type == "KSampler" || node.type == "KSamplerAdvanced") { if (widget.name == "sampler_name") { if (widget.value.startsWith("sample_")) { widget.value = widget.value.slice(7); } } } } } this.#invokeExtensions("loadedGraphNode", node); } } /** * Converts the current graph workflow for sending to the API * @returns The workflow and node links */ async graphToPrompt() { const workflow = this.graph.serialize(); const output = {}; for (const n of workflow.nodes) { const node = this.graph.getNodeById(n.id); if (node.isVirtualNode) { // Don't serialize frontend only nodes continue; } const inputs = {}; const widgets = node.widgets; // Store all widget values if (widgets) { for (const i in widgets) { const widget = widgets[i]; if (!widget.options || widget.options.serialize !== false) { inputs[widget.name] = widget.serializeValue ? await widget.serializeValue(n, i) : widget.value; } } } // Store all node links for (let i in node.inputs) { let parent = node.getInputNode(i); if (parent) { let link; if (parent.isVirtualNode) { // Follow the path of virtual nodes until we reach the first real one while (parent != null) { link = parent.getInputLink(0); if (link) { const from = graph.getNodeById(link.origin_id); if (from.isVirtualNode) { parent = from; } else { parent = null; } } else { parent = null; } } } else { link = node.getInputLink(i); } if (link) { inputs[node.inputs[i].name] = [String(link.origin_id), parseInt(link.origin_slot)]; } } } output[String(node.id)] = { inputs, class_type: node.comfyClass, }; } return { workflow, output }; } async queuePrompt(number) { const p = await this.graphToPrompt(); try { await api.queuePrompt(number, p); } catch (error) { this.ui.dialog.show(error.response || error.toString()); return; } for (const n of p.workflow.nodes) { const node = graph.getNodeById(n.id); if (node.widgets) { for (const widget of node.widgets) { // Allow widgets to run callbacks after a prompt has been queued // e.g. random seed after every gen if (widget.afterQueued) { widget.afterQueued(); } } } } this.canvas.draw(true, true); await this.ui.queue.update(); } /** * Loads workflow data from the specified file * @param {File} file */ async handleFile(file) { if (file.type === "image/png") { const pngInfo = await getPngMetadata(file); if (pngInfo && pngInfo.workflow) { this.loadGraphData(JSON.parse(pngInfo.workflow)); } } else if (file.type === "application/json" || file.name.endsWith(".json")) { const reader = new FileReader(); reader.onload = () => { this.loadGraphData(JSON.parse(reader.result)); }; reader.readAsText(file); } } registerExtension(extension) { if (!extension.name) { throw new Error("Extensions must have a 'name' property."); } if (this.extensions.find((ext) => ext.name === extension.name)) { throw new Error(`Extension named '${extension.name}' already registered.`); } this.extensions.push(extension); } } export const app = new ComfyApp();