import { ComfyWidgets } from "./widgets.js"; import { ComfyUI, $el } from "./ui.js"; import { api } from "./api.js"; import { defaultGraph } from "./defaultGraph.js"; import { getPngMetadata, importA1111 } from "./pnginfo.js"; /** * @typedef {import("types/comfy").ComfyExtension} ComfyExtension */ export class ComfyApp { /** * List of entries to queue * @type {{number: number, batchCount: number}[]} */ #queueItems = []; /** * If the queue is currently being processed * @type {boolean} */ #processingQueue = false; /** * Content Clipboard * @type {serialized node object} */ static clipspace = null; constructor() { this.ui = new ComfyUI(this); /** * List of extensions that are registered with the app * @type {ComfyExtension[]} */ this.extensions = []; /** * Stores the execution output data for each node * @type {Record} */ this.nodeOutputs = {}; /** * If the shift key on the keyboard is pressed * @type {boolean} */ this.shiftDown = false; } /** * Invoke an extension callback * @param {keyof ComfyExtension} method The extension callback to execute * @param {any[]} args Any arguments to pass to the callback * @returns */ #invokeExtensions(method, ...args) { let results = []; for (const ext of this.extensions) { if (method in ext) { try { results.push(ext[method](...args, this)); } catch (error) { console.error( `Error calling extension '${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"), }, { content: "Save Image", callback: () => { const a = document.createElement("a"); a.href = img.src; a.setAttribute("download", new URLSearchParams(new URL(img.src).search).get("filename")); document.body.append(a); a.click(); requestAnimationFrame(() => a.remove()); }, } ); } } options.push( { content: "Copy (Clipspace)", callback: (obj) => { var widgets = null; if(this.widgets) { widgets = this.widgets.map(({ type, name, value }) => ({ type, name, value })); } let img = new Image(); var imgs = undefined; if(this.imgs != undefined) { img.src = this.imgs[0].src; imgs = [img]; } ComfyApp.clipspace = { 'widgets': widgets, 'imgs': imgs, 'original_imgs': imgs, 'images': this.images }; } }); if(ComfyApp.clipspace != null) { options.push( { content: "Paste (Clipspace)", callback: () => { if(ComfyApp.clipspace != null) { if(ComfyApp.clipspace.widgets != null && this.widgets != null) { ComfyApp.clipspace.widgets.forEach(({ type, name, value }) => { const prop = Object.values(this.widgets).find(obj => obj.type === type && obj.name === name); if (prop) { prop.callback(value); } }); } // image paste if(ComfyApp.clipspace.imgs != undefined && this.imgs != undefined && this.widgets != null) { var filename = ""; if(this.images && ComfyApp.clipspace.images) { this.images = ComfyApp.clipspace.images; } if(ComfyApp.clipspace.images != undefined) { const clip_image = ComfyApp.clipspace.images[0]; if(clip_image.subfolder != '') filename = `${clip_image.subfolder}/`; filename += `${clip_image.filename} [${clip_image.type}]`; } else if(ComfyApp.clipspace.widgets != undefined) { const index_in_clip = ComfyApp.clipspace.widgets.findIndex(obj => obj.name === 'image'); if(index_in_clip >= 0) { filename = `${ComfyApp.clipspace.widgets[index_in_clip].value}`; } } const index = this.widgets.findIndex(obj => obj.name === 'image'); if(index >= 0 && filename != "" && ComfyApp.clipspace.imgs != undefined) { this.imgs = ComfyApp.clipspace.imgs; this.widgets[index].value = filename; if(this.widgets_values != undefined) { this.widgets_values[index] = filename; } } } this.trigger('changed'); } } } ); } }; } #addNodeKeyHandler(node) { const app = this; const origNodeOnKeyDown = node.prototype.onKeyDown; node.prototype.onKeyDown = function(e) { if (origNodeOnKeyDown && origNodeOnKeyDown.apply(this, e) === false) { return false; } if (this.flags.collapsed || !this.imgs || this.imageIndex === null) { return; } let handled = false; if (e.key === "ArrowLeft" || e.key === "ArrowRight") { if (e.key === "ArrowLeft") { this.imageIndex -= 1; } else if (e.key === "ArrowRight") { this.imageIndex += 1; } this.imageIndex %= this.imgs.length; if (this.imageIndex < 0) { this.imageIndex = this.imgs.length + this.imageIndex; } handled = true; } else if (e.key === "Escape") { this.imageIndex = null; handled = true; } if (handled === true) { e.preventDefault(); e.stopImmediatePropagation(); return false; } } } /** * 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?" + new URLSearchParams(src).toString(); }); }) ).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 n = this.dragOverNode; this.dragOverNode = null; // Node handles file drop, we dont use the built in onDropFile handler as its buggy // If you drag multiple files it will call it multiple times with the same file if (n && n.onDragDrop && (await n.onDragDrop(event))) { return; } // Dragging from Chrome->Firefox there is a file but its a bmp, so ignore that if (event.dataTransfer.files.length && event.dataTransfer.files[0].type !== "image/bmp") { await this.handleFile(event.dataTransfer.files[0]); } else { // Try loading the first URI in the transfer list const validTypes = ["text/uri-list", "text/x-moz-url"]; const match = [...event.dataTransfer.types].find((t) => validTypes.find(v => t === v)); if (match) { const uri = event.dataTransfer.getData(match)?.split("\n")?.[0]; if (uri) { await this.handleFile(await (await fetch(uri)).blob()); } } } }); // Always clear over node on drag leave this.canvasEl.addEventListener("dragleave", async () => { if (this.dragOverNode) { this.dragOverNode = null; this.graph.setDirtyCanvas(false, true); } }); // Add handler for dropping onto a specific node this.canvasEl.addEventListener( "dragover", (e) => { this.canvas.adjustMouseEvent(e); const node = this.graph.getNodeOnPos(e.canvasX, e.canvasY); if (node) { if (node.onDragOver && node.onDragOver(e)) { this.dragOverNode = node; // dragover event is fired very frequently, run this on an animation frame requestAnimationFrame(() => { this.graph.setDirtyCanvas(false, true); }); return; } } this.dragOverNode = null; }, false ); } /** * 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); } }); } /** * Handle mouse * * Move group by header */ #addProcessMouseHandler() { const self = this; const origProcessMouseDown = LGraphCanvas.prototype.processMouseDown; LGraphCanvas.prototype.processMouseDown = function(e) { const res = origProcessMouseDown.apply(this, arguments); this.selected_group_moving = false; if (this.selected_group && !this.selected_group_resizing) { var font_size = this.selected_group.font_size || LiteGraph.DEFAULT_GROUP_FONT_SIZE; var height = font_size * 1.4; // Move group by header if (LiteGraph.isInsideRectangle(e.canvasX, e.canvasY, this.selected_group.pos[0], this.selected_group.pos[1], this.selected_group.size[0], height)) { this.selected_group_moving = true; } } return res; } const origProcessMouseMove = LGraphCanvas.prototype.processMouseMove; LGraphCanvas.prototype.processMouseMove = function(e) { const orig_selected_group = this.selected_group; if (this.selected_group && !this.selected_group_resizing && !this.selected_group_moving) { this.selected_group = null; } const res = origProcessMouseMove.apply(this, arguments); if (orig_selected_group && !this.selected_group_resizing && !this.selected_group_moving) { this.selected_group = orig_selected_group; } return res; }; } /** * Handle keypress * * Ctrl + M mute/unmute selected nodes */ #addProcessKeyHandler() { const self = this; const origProcessKey = LGraphCanvas.prototype.processKey; LGraphCanvas.prototype.processKey = function(e) { const res = origProcessKey.apply(this, arguments); if (res === false) { return res; } if (!this.graph) { return; } var block_default = false; if (e.target.localName == "input") { return; } if (e.type == "keydown") { // Ctrl + M mute/unmute if (e.keyCode == 77 && e.ctrlKey) { if (this.selected_nodes) { for (var i in this.selected_nodes) { if (this.selected_nodes[i].mode === 2) { // never this.selected_nodes[i].mode = 0; // always } else { this.selected_nodes[i].mode = 2; // never } } } block_default = true; } } this.graph.change(); if (block_default) { e.preventDefault(); e.stopImmediatePropagation(); return false; } return res; }; } /** * Draws group header bar */ #addDrawGroupsHandler() { const self = this; const origDrawGroups = LGraphCanvas.prototype.drawGroups; LGraphCanvas.prototype.drawGroups = function(canvas, ctx) { if (!this.graph) { return; } var groups = this.graph._groups; ctx.save(); ctx.globalAlpha = 0.7 * this.editor_alpha; for (var i = 0; i < groups.length; ++i) { var group = groups[i]; if (!LiteGraph.overlapBounding(this.visible_area, group._bounding)) { continue; } //out of the visible area ctx.fillStyle = group.color || "#335"; ctx.strokeStyle = group.color || "#335"; var pos = group._pos; var size = group._size; ctx.globalAlpha = 0.25 * this.editor_alpha; ctx.beginPath(); var font_size = group.font_size || LiteGraph.DEFAULT_GROUP_FONT_SIZE; ctx.rect(pos[0] + 0.5, pos[1] + 0.5, size[0], font_size * 1.4); ctx.fill(); ctx.globalAlpha = this.editor_alpha; } ctx.restore(); const res = origDrawGroups.apply(this, arguments); return res; } } /** * Draws node highlights (executing, drag drop) and progress bar */ #addDrawNodeHandler() { const origDrawNodeShape = LGraphCanvas.prototype.drawNodeShape; const self = this; LGraphCanvas.prototype.drawNodeShape = function (node, ctx, size, fgcolor, bgcolor, selected, mouse_over) { const res = origDrawNodeShape.apply(this, arguments); let color = null; if (node.id === +self.runningNodeId) { color = "#0f0"; } else if (self.dragOverNode && node.id === self.dragOverNode.id) { color = "dodgerblue"; } if (color) { 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,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 = color; 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; }; const origDrawNode = LGraphCanvas.prototype.drawNode; LGraphCanvas.prototype.drawNode = function (node, ctx) { var editor_alpha = this.editor_alpha; if (node.mode === 2) { // never this.editor_alpha = 0.4; } const res = origDrawNode.apply(this, arguments); this.editor_alpha = editor_alpha; 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; const node = this.graph.getNodeById(detail.node); if (node?.onExecuted) { node.onExecuted(detail.output); } }); api.init(); } #addKeyboardHandler() { window.addEventListener("keydown", (e) => { this.shiftDown = e.shiftKey; }); window.addEventListener("keyup", (e) => { this.shiftDown = e.shiftKey; }); } /** * 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 = (this.canvasEl = Object.assign(document.createElement("canvas"), { id: "graph-canvas" })); canvasEl.tabIndex = "1"; document.body.prepend(canvasEl); this.#addProcessMouseHandler(); this.#addProcessKeyHandler(); this.graph = new LGraph(); const canvas = (this.canvas = new LGraphCanvas(canvasEl, this.graph)); this.ctx = canvasEl.getContext("2d"); LiteGraph.release_link_on_empty_shows_menu = true; LiteGraph.alt_drag_do_clone_nodes = true; 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) { console.error("Error loading previous workflow", 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.#addDrawNodeHandler(); this.#addDrawGroupsHandler(); 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() { var inputs = nodeData["input"]["required"]; if (nodeData["input"]["optional"] != undefined){ inputs = Object.assign({}, nodeData["input"]["required"], nodeData["input"]["optional"]) } const config = { minWidth: 1, minHeight: 1 }; for (const inputName in inputs) { const inputData = inputs[inputName]; const type = inputData[0]; if(inputData[1]?.forceInput) { this.addInput(inputName, type); } else { if (Array.isArray(type)) { // Enums Object.assign(config, widgets.COMBO(this, inputName, inputData, app) || {}); } 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 o in nodeData["output"]) { const output = nodeData["output"][o]; const outputName = nodeData["output_name"][o] || output; this.addOutput(outputName, 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.display_name || nodeData.name, comfyClass: nodeData.name, } ); node.prototype.comfyClass = nodeData.name; this.#addNodeContextMenuHandler(node); this.#addDrawBackgroundHandler(node, app); this.#addNodeKeyHandler(node); 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) { this.clean(); let reset_invalid_values = false; if (!graphData) { graphData = structuredClone(defaultGraph); reset_invalid_values = true; } const missingNodeTypes = []; for (let n of graphData.nodes) { // Patch T2IAdapterLoader to ControlNetLoader since they are the same node now if (n.type == "T2IAdapterLoader") n.type = "ControlNetLoader"; // Find missing node types if (!(n.type in LiteGraph.registered_node_types)) { missingNodeTypes.push(n.type); } } try { this.graph.configure(graphData); } catch (error) { let errorHint = []; // Try extracting filename to see if it was caused by an extension script const filename = error.fileName || (error.stack || "").match(/(\/extensions\/.*\.js)/)?.[1]; const pos = (filename || "").indexOf("/extensions/"); if (pos > -1) { errorHint.push( $el("span", { textContent: "This may be due to the following script:" }), $el("br"), $el("span", { style: { fontWeight: "bold", }, textContent: filename.substring(pos), }) ); } // Show dialog to let the user know something went wrong loading the data this.ui.dialog.show( $el("div", [ $el("p", { textContent: "Loading aborted due to error reloading workflow data" }), $el("pre", { style: { padding: "5px", backgroundColor: "rgba(255,0,0,0.2)" }, textContent: error.toString(), }), $el("pre", { style: { padding: "5px", color: "#ccc", fontSize: "10px", maxHeight: "50vh", overflow: "auto", backgroundColor: "rgba(0,0,0,0.2)", }, textContent: error.stack || "No stacktrace available", }), ...errorHint, ]).outerHTML ); return; } 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); } } } if (node.type == "KSampler" || node.type == "KSamplerAdvanced" || node.type == "PrimitiveNode") { if (widget.name == "control_after_generate") { if (widget.value === true) { widget.value = "randomize"; } else if (widget.value === false) { widget.value = "fixed"; } } } if (reset_invalid_values) { if (widget.type == "combo") { if (!widget.options.values.includes(widget.value) && widget.options.values.length > 0) { widget.value = widget.options.values[0]; } } } } } this.#invokeExtensions("loadedGraphNode", node); } if (missingNodeTypes.length) { this.ui.dialog.show( `When loading the graph, the following node types were not found: Nodes that have failed to load will show as red on the graph.` ); } } /** * 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 = {}; // Process nodes in order of execution for (const node of this.graph.computeExecutionOrder(false)) { const n = workflow.nodes.find((n) => n.id === node.id); if (node.isVirtualNode) { // Don't serialize frontend only nodes but let them make changes if (node.applyToGraph) { node.applyToGraph(workflow); } continue; } if (node.mode === 2) { // Don't serialize muted 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 = node.getInputLink(i); while (parent && parent.isVirtualNode) { link = parent.getInputLink(link.origin_slot); if (link) { parent = parent.getInputNode(link.origin_slot); } else { parent = null; } } if (link) { inputs[node.inputs[i].name] = [String(link.origin_id), parseInt(link.origin_slot)]; } } } output[String(node.id)] = { inputs, class_type: node.comfyClass, }; } // Remove inputs connected to removed nodes for (const o in output) { for (const i in output[o].inputs) { if (Array.isArray(output[o].inputs[i]) && output[o].inputs[i].length === 2 && !output[output[o].inputs[i][0]]) { delete output[o].inputs[i]; } } } return { workflow, output }; } async queuePrompt(number, batchCount = 1) { this.#queueItems.push({ number, batchCount }); // Only have one action process the items so each one gets a unique seed correctly if (this.#processingQueue) { return; } this.#processingQueue = true; try { while (this.#queueItems.length) { ({ number, batchCount } = this.#queueItems.pop()); for (let i = 0; i < batchCount; i++) { const p = await this.graphToPrompt(); try { await api.queuePrompt(number, p); } catch (error) { this.ui.dialog.show(error.response || error.toString()); break; } 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(); } } } finally { this.#processingQueue = false; } } /** * 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) { if (pngInfo.workflow) { this.loadGraphData(JSON.parse(pngInfo.workflow)); } else if (pngInfo.parameters) { importA1111(this.graph, pngInfo.parameters); } } } 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); } } /** * Registers a Comfy web extension with the app * @param {ComfyExtension} extension */ 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); } /** * Refresh combo list on whole nodes */ async refreshComboInNodes() { const defs = await api.getNodeDefs(); for(let nodeNum in this.graph._nodes) { const node = this.graph._nodes[nodeNum]; const def = defs[node.type]; for(const widgetNum in node.widgets) { const widget = node.widgets[widgetNum] if(widget.type == "combo" && def["input"]["required"][widget.name] !== undefined) { widget.options.values = def["input"]["required"][widget.name][0]; if(!widget.options.values.includes(widget.value)) { widget.value = widget.options.values[0]; } } } } } /** * Clean current state */ clean() { this.nodeOutputs = {}; } } export const app = new ComfyApp();