import { app } from "../../scripts/app.js"; import { api } from "../../scripts/api.js"; import { mergeIfValid } from "./widgetInputs.js"; import { ManageGroupDialog } from "./groupNodeManage.js"; const GROUP = Symbol(); const Workflow = { InUse: { Free: 0, Registered: 1, InWorkflow: 2, }, isInUseGroupNode(name) { const id = `workflow/${name}`; // Check if lready registered/in use in this workflow if (app.graph.extra?.groupNodes?.[name]) { if (app.graph._nodes.find((n) => n.type === id)) { return Workflow.InUse.InWorkflow; } else { return Workflow.InUse.Registered; } } return Workflow.InUse.Free; }, storeGroupNode(name, data) { let extra = app.graph.extra; if (!extra) app.graph.extra = extra = {}; let groupNodes = extra.groupNodes; if (!groupNodes) extra.groupNodes = groupNodes = {}; groupNodes[name] = data; }, }; class GroupNodeBuilder { constructor(nodes) { this.nodes = nodes; } build() { const name = this.getName(); if (!name) return; // Sort the nodes so they are in execution order // this allows for widgets to be in the correct order when reconstructing this.sortNodes(); this.nodeData = this.getNodeData(); Workflow.storeGroupNode(name, this.nodeData); return { name, nodeData: this.nodeData }; } getName() { const name = prompt("Enter group name"); if (!name) return; const used = Workflow.isInUseGroupNode(name); switch (used) { case Workflow.InUse.InWorkflow: alert( "An in use group node with this name already exists embedded in this workflow, please remove any instances or use a new name." ); return; case Workflow.InUse.Registered: if (!confirm("A group node with this name already exists embedded in this workflow, are you sure you want to overwrite it?")) { return; } break; } return name; } sortNodes() { // Gets the builders nodes in graph execution order const nodesInOrder = app.graph.computeExecutionOrder(false); this.nodes = this.nodes .map((node) => ({ index: nodesInOrder.indexOf(node), node })) .sort((a, b) => a.index - b.index || a.node.id - b.node.id) .map(({ node }) => node); } getNodeData() { const storeLinkTypes = (config) => { // Store link types for dynamically typed nodes e.g. reroutes for (const link of config.links) { const origin = app.graph.getNodeById(link[4]); const type = origin.outputs[link[1]].type; link.push(type); } }; const storeExternalLinks = (config) => { // Store any external links to the group in the config so when rebuilding we add extra slots config.external = []; for (let i = 0; i < this.nodes.length; i++) { const node = this.nodes[i]; if (!node.outputs?.length) continue; for (let slot = 0; slot < node.outputs.length; slot++) { let hasExternal = false; const output = node.outputs[slot]; let type = output.type; if (!output.links?.length) continue; for (const l of output.links) { const link = app.graph.links[l]; if (!link) continue; if (type === "*") type = link.type; if (!app.canvas.selected_nodes[link.target_id]) { hasExternal = true; break; } } if (hasExternal) { config.external.push([i, slot, type]); } } } }; // Use the built in copyToClipboard function to generate the node data we need const backup = localStorage.getItem("litegrapheditor_clipboard"); try { app.canvas.copyToClipboard(this.nodes); const config = JSON.parse(localStorage.getItem("litegrapheditor_clipboard")); storeLinkTypes(config); storeExternalLinks(config); return config; } finally { localStorage.setItem("litegrapheditor_clipboard", backup); } } } export class GroupNodeConfig { constructor(name, nodeData) { this.name = name; this.nodeData = nodeData; this.getLinks(); this.inputCount = 0; this.oldToNewOutputMap = {}; this.newToOldOutputMap = {}; this.oldToNewInputMap = {}; this.oldToNewWidgetMap = {}; this.newToOldWidgetMap = {}; this.primitiveDefs = {}; this.widgetToPrimitive = {}; this.primitiveToWidget = {}; this.nodeInputs = {}; this.outputVisibility = []; } async registerType(source = "workflow") { this.nodeDef = { output: [], output_name: [], output_is_list: [], output_is_hidden: [], name: source + "/" + this.name, display_name: this.name, category: "group nodes" + ("/" + source), input: { required: {} }, [GROUP]: this, }; this.inputs = []; const seenInputs = {}; const seenOutputs = {}; for (let i = 0; i < this.nodeData.nodes.length; i++) { const node = this.nodeData.nodes[i]; node.index = i; this.processNode(node, seenInputs, seenOutputs); } for (const p of this.#convertedToProcess) { p(); } this.#convertedToProcess = null; await app.registerNodeDef("workflow/" + this.name, this.nodeDef); } getLinks() { this.linksFrom = {}; this.linksTo = {}; this.externalFrom = {}; // Extract links for easy lookup for (const l of this.nodeData.links) { const [sourceNodeId, sourceNodeSlot, targetNodeId, targetNodeSlot] = l; // Skip links outside the copy config if (sourceNodeId == null) continue; if (!this.linksFrom[sourceNodeId]) { this.linksFrom[sourceNodeId] = {}; } if (!this.linksFrom[sourceNodeId][sourceNodeSlot]) { this.linksFrom[sourceNodeId][sourceNodeSlot] = []; } this.linksFrom[sourceNodeId][sourceNodeSlot].push(l); if (!this.linksTo[targetNodeId]) { this.linksTo[targetNodeId] = {}; } this.linksTo[targetNodeId][targetNodeSlot] = l; } if (this.nodeData.external) { for (const ext of this.nodeData.external) { if (!this.externalFrom[ext[0]]) { this.externalFrom[ext[0]] = { [ext[1]]: ext[2] }; } else { this.externalFrom[ext[0]][ext[1]] = ext[2]; } } } } processNode(node, seenInputs, seenOutputs) { const def = this.getNodeDef(node); if (!def) return; const inputs = { ...def.input?.required, ...def.input?.optional }; this.inputs.push(this.processNodeInputs(node, seenInputs, inputs)); if (def.output?.length) this.processNodeOutputs(node, seenOutputs, def); } getNodeDef(node) { const def = globalDefs[node.type]; if (def) return def; const linksFrom = this.linksFrom[node.index]; if (node.type === "PrimitiveNode") { // Skip as its not linked if (!linksFrom) return; let type = linksFrom["0"][0][5]; if (type === "COMBO") { // Use the array items const source = node.outputs[0].widget.name; const fromTypeName = this.nodeData.nodes[linksFrom["0"][0][2]].type; const fromType = globalDefs[fromTypeName]; const input = fromType.input.required[source] ?? fromType.input.optional[source]; type = input[0]; } const def = (this.primitiveDefs[node.index] = { input: { required: { value: [type, {}], }, }, output: [type], output_name: [], output_is_list: [], }); return def; } else if (node.type === "Reroute") { const linksTo = this.linksTo[node.index]; if (linksTo && linksFrom && !this.externalFrom[node.index]?.[0]) { // Being used internally return null; } let config = {}; let rerouteType = "*"; if (linksFrom) { for (const [, , id, slot] of linksFrom["0"]) { const node = this.nodeData.nodes[id]; const input = node.inputs[slot]; if (rerouteType === "*") { rerouteType = input.type; } if (input.widget) { const targetDef = globalDefs[node.type]; const targetWidget = targetDef.input.required[input.widget.name] ?? targetDef.input.optional[input.widget.name]; const widget = [targetWidget[0], config]; const res = mergeIfValid( { widget, }, targetWidget, false, null, widget ); config = res?.customConfig ?? config; } } } else if (linksTo) { const [id, slot] = linksTo["0"]; rerouteType = this.nodeData.nodes[id].outputs[slot].type; } else { // Reroute used as a pipe for (const l of this.nodeData.links) { if (l[2] === node.index) { rerouteType = l[5]; break; } } if (rerouteType === "*") { // Check for an external link const t = this.externalFrom[node.index]?.[0]; if (t) { rerouteType = t; } } } config.forceInput = true; return { input: { required: { [rerouteType]: [rerouteType, config], }, }, output: [rerouteType], output_name: [], output_is_list: [], }; } console.warn("Skipping virtual node " + node.type + " when building group node " + this.name); } getInputConfig(node, inputName, seenInputs, config, extra) { const customConfig = this.nodeData.config?.[node.index]?.input?.[inputName]; let name = customConfig?.name ?? node.inputs?.find((inp) => inp.name === inputName)?.label ?? inputName; let key = name; let prefix = ""; // Special handling for primitive to include the title if it is set rather than just "value" if ((node.type === "PrimitiveNode" && node.title) || name in seenInputs) { prefix = `${node.title ?? node.type} `; key = name = `${prefix}${inputName}`; if (name in seenInputs) { name = `${prefix}${seenInputs[name]} ${inputName}`; } } seenInputs[key] = (seenInputs[key] ?? 1) + 1; if (inputName === "seed" || inputName === "noise_seed") { if (!extra) extra = {}; extra.control_after_generate = `${prefix}control_after_generate`; } if (config[0] === "IMAGEUPLOAD") { if (!extra) extra = {}; extra.widget = `${prefix}${config[1]?.widget ?? "image"}`; } if (extra) { config = [config[0], { ...config[1], ...extra }]; } return { name, config, customConfig }; } processWidgetInputs(inputs, node, inputNames, seenInputs) { const slots = []; const converted = new Map(); const widgetMap = (this.oldToNewWidgetMap[node.index] = {}); for (const inputName of inputNames) { let widgetType = app.getWidgetType(inputs[inputName], inputName); if (widgetType) { const convertedIndex = node.inputs?.findIndex((inp) => inp.name === inputName && inp.widget?.name === inputName); if (convertedIndex > -1) { // This widget has been converted to a widget // We need to store this in the correct position so link ids line up converted.set(convertedIndex, inputName); widgetMap[inputName] = null; } else { // Normal widget const { name, config } = this.getInputConfig(node, inputName, seenInputs, inputs[inputName]); this.nodeDef.input.required[name] = config; widgetMap[inputName] = name; this.newToOldWidgetMap[name] = { node, inputName }; } } else { // Normal input slots.push(inputName); } } return { converted, slots }; } checkPrimitiveConnection(link, inputName, inputs) { const sourceNode = this.nodeData.nodes[link[0]]; if (sourceNode.type === "PrimitiveNode") { // Merge link configurations const [sourceNodeId, _, targetNodeId, __] = link; const primitiveDef = this.primitiveDefs[sourceNodeId]; const targetWidget = inputs[inputName]; const primitiveConfig = primitiveDef.input.required.value; const output = { widget: primitiveConfig }; const config = mergeIfValid(output, targetWidget, false, null, primitiveConfig); primitiveConfig[1] = config?.customConfig ?? inputs[inputName][1] ? { ...inputs[inputName][1] } : {}; let name = this.oldToNewWidgetMap[sourceNodeId]["value"]; name = name.substr(0, name.length - 6); primitiveConfig[1].control_after_generate = true; primitiveConfig[1].control_prefix = name; let toPrimitive = this.widgetToPrimitive[targetNodeId]; if (!toPrimitive) { toPrimitive = this.widgetToPrimitive[targetNodeId] = {}; } if (toPrimitive[inputName]) { toPrimitive[inputName].push(sourceNodeId); } toPrimitive[inputName] = sourceNodeId; let toWidget = this.primitiveToWidget[sourceNodeId]; if (!toWidget) { toWidget = this.primitiveToWidget[sourceNodeId] = []; } toWidget.push({ nodeId: targetNodeId, inputName }); } } processInputSlots(inputs, node, slots, linksTo, inputMap, seenInputs) { this.nodeInputs[node.index] = {}; for (let i = 0; i < slots.length; i++) { const inputName = slots[i]; if (linksTo[i]) { this.checkPrimitiveConnection(linksTo[i], inputName, inputs); // This input is linked so we can skip it continue; } const { name, config, customConfig } = this.getInputConfig(node, inputName, seenInputs, inputs[inputName]); this.nodeInputs[node.index][inputName] = name; if(customConfig?.visible === false) continue; this.nodeDef.input.required[name] = config; inputMap[i] = this.inputCount++; } } processConvertedWidgets(inputs, node, slots, converted, linksTo, inputMap, seenInputs) { // Add converted widgets sorted into their index order (ordered as they were converted) so link ids match up const convertedSlots = [...converted.keys()].sort().map((k) => converted.get(k)); for (let i = 0; i < convertedSlots.length; i++) { const inputName = convertedSlots[i]; if (linksTo[slots.length + i]) { this.checkPrimitiveConnection(linksTo[slots.length + i], inputName, inputs); // This input is linked so we can skip it continue; } const { name, config } = this.getInputConfig(node, inputName, seenInputs, inputs[inputName], { defaultInput: true, }); this.nodeDef.input.required[name] = config; this.newToOldWidgetMap[name] = { node, inputName }; if (!this.oldToNewWidgetMap[node.index]) { this.oldToNewWidgetMap[node.index] = {}; } this.oldToNewWidgetMap[node.index][inputName] = name; inputMap[slots.length + i] = this.inputCount++; } } #convertedToProcess = []; processNodeInputs(node, seenInputs, inputs) { const inputMapping = []; const inputNames = Object.keys(inputs); if (!inputNames.length) return; const { converted, slots } = this.processWidgetInputs(inputs, node, inputNames, seenInputs); const linksTo = this.linksTo[node.index] ?? {}; const inputMap = (this.oldToNewInputMap[node.index] = {}); this.processInputSlots(inputs, node, slots, linksTo, inputMap, seenInputs); // Converted inputs have to be processed after all other nodes as they'll be at the end of the list this.#convertedToProcess.push(() => this.processConvertedWidgets(inputs, node, slots, converted, linksTo, inputMap, seenInputs)); return inputMapping; } processNodeOutputs(node, seenOutputs, def) { const oldToNew = (this.oldToNewOutputMap[node.index] = {}); // Add outputs for (let outputId = 0; outputId < def.output.length; outputId++) { const linksFrom = this.linksFrom[node.index]; // If this output is linked internally we flag it to hide const hasLink = linksFrom?.[outputId] && !this.externalFrom[node.index]?.[outputId]; const customConfig = this.nodeData.config?.[node.index]?.output?.[outputId]; const visible = customConfig?.visible ?? !hasLink; this.outputVisibility.push(visible); if (!visible) { continue; } oldToNew[outputId] = this.nodeDef.output.length; this.newToOldOutputMap[this.nodeDef.output.length] = { node, slot: outputId }; this.nodeDef.output.push(def.output[outputId]); this.nodeDef.output_is_list.push(def.output_is_list[outputId]); let label = customConfig?.name; if (!label) { label = def.output_name?.[outputId] ?? def.output[outputId]; const output = node.outputs.find((o) => o.name === label); if (output?.label) { label = output.label; } } let name = label; if (name in seenOutputs) { const prefix = `${node.title ?? node.type} `; name = `${prefix}${label}`; if (name in seenOutputs) { name = `${prefix}${node.index} ${label}`; } } seenOutputs[name] = 1; this.nodeDef.output_name.push(name); } } static async registerFromWorkflow(groupNodes, missingNodeTypes) { const clean = app.clean; app.clean = function () { for (const g in groupNodes) { try { LiteGraph.unregisterNodeType("workflow/" + g); } catch (error) {} } app.clean = clean; }; for (const g in groupNodes) { const groupData = groupNodes[g]; let hasMissing = false; for (const n of groupData.nodes) { // Find missing node types if (!(n.type in LiteGraph.registered_node_types)) { missingNodeTypes.push({ type: n.type, hint: ` (In group node 'workflow/${g}')`, }); missingNodeTypes.push({ type: "workflow/" + g, action: { text: "Remove from workflow", callback: (e) => { delete groupNodes[g]; e.target.textContent = "Removed"; e.target.style.pointerEvents = "none"; e.target.style.opacity = 0.7; }, }, }); hasMissing = true; } } if (hasMissing) continue; const config = new GroupNodeConfig(g, groupData); await config.registerType(); } } } export class GroupNodeHandler { node; groupData; constructor(node) { this.node = node; this.groupData = node.constructor?.nodeData?.[GROUP]; this.node.setInnerNodes = (innerNodes) => { this.innerNodes = innerNodes; for (let innerNodeIndex = 0; innerNodeIndex < this.innerNodes.length; innerNodeIndex++) { const innerNode = this.innerNodes[innerNodeIndex]; for (const w of innerNode.widgets ?? []) { if (w.type === "converted-widget") { w.serializeValue = w.origSerializeValue; } } innerNode.index = innerNodeIndex; innerNode.getInputNode = (slot) => { // Check if this input is internal or external const externalSlot = this.groupData.oldToNewInputMap[innerNode.index]?.[slot]; if (externalSlot != null) { return this.node.getInputNode(externalSlot); } // Internal link const innerLink = this.groupData.linksTo[innerNode.index]?.[slot]; if (!innerLink) return null; const inputNode = innerNodes[innerLink[0]]; // Primitives will already apply their values if (inputNode.type === "PrimitiveNode") return null; return inputNode; }; innerNode.getInputLink = (slot) => { const externalSlot = this.groupData.oldToNewInputMap[innerNode.index]?.[slot]; if (externalSlot != null) { // The inner node is connected via the group node inputs const linkId = this.node.inputs[externalSlot].link; let link = app.graph.links[linkId]; // Use the outer link, but update the target to the inner node link = { ...link, target_id: innerNode.id, target_slot: +slot, }; return link; } let link = this.groupData.linksTo[innerNode.index]?.[slot]; if (!link) return null; // Use the inner link, but update the origin node to be inner node id link = { origin_id: innerNodes[link[0]].id, origin_slot: link[1], target_id: innerNode.id, target_slot: +slot, }; return link; }; } }; this.node.updateLink = (link) => { // Replace the group node reference with the internal node link = { ...link }; const output = this.groupData.newToOldOutputMap[link.origin_slot]; let innerNode = this.innerNodes[output.node.index]; let l; while (innerNode?.type === "Reroute") { l = innerNode.getInputLink(0); innerNode = innerNode.getInputNode(0); } if (!innerNode) { return null; } if (l && GroupNodeHandler.isGroupNode(innerNode)) { return innerNode.updateLink(l); } link.origin_id = innerNode.id; link.origin_slot = l?.origin_slot ?? output.slot; return link; }; this.node.getInnerNodes = () => { if (!this.innerNodes) { this.node.setInnerNodes( this.groupData.nodeData.nodes.map((n, i) => { const innerNode = LiteGraph.createNode(n.type); innerNode.configure(n); innerNode.id = `${this.node.id}:${i}`; return innerNode; }) ); } this.updateInnerWidgets(); return this.innerNodes; }; this.node.recreate = async () => { const id = this.node.id; const sz = this.node.size; const nodes = this.node.convertToNodes(); const groupNode = LiteGraph.createNode(this.node.type); groupNode.id = id; // Reuse the existing nodes for this instance groupNode.setInnerNodes(nodes); groupNode[GROUP].populateWidgets(); app.graph.add(groupNode); groupNode.size = [Math.max(groupNode.size[0], sz[0]), Math.max(groupNode.size[1], sz[1])]; // Remove all converted nodes and relink them groupNode[GROUP].replaceNodes(nodes); return groupNode; }; this.node.convertToNodes = () => { const addInnerNodes = () => { const backup = localStorage.getItem("litegrapheditor_clipboard"); // Clone the node data so we dont mutate it for other nodes const c = { ...this.groupData.nodeData }; c.nodes = [...c.nodes]; const innerNodes = this.node.getInnerNodes(); let ids = []; for (let i = 0; i < c.nodes.length; i++) { let id = innerNodes?.[i]?.id; // Use existing IDs if they are set on the inner nodes if (id == null || isNaN(id)) { id = undefined; } else { ids.push(id); } c.nodes[i] = { ...c.nodes[i], id }; } localStorage.setItem("litegrapheditor_clipboard", JSON.stringify(c)); app.canvas.pasteFromClipboard(); localStorage.setItem("litegrapheditor_clipboard", backup); const [x, y] = this.node.pos; let top; let left; // Configure nodes with current widget data const selectedIds = ids.length ? ids : Object.keys(app.canvas.selected_nodes); const newNodes = []; for (let i = 0; i < selectedIds.length; i++) { const id = selectedIds[i]; const newNode = app.graph.getNodeById(id); const innerNode = innerNodes[i]; newNodes.push(newNode); if (left == null || newNode.pos[0] < left) { left = newNode.pos[0]; } if (top == null || newNode.pos[1] < top) { top = newNode.pos[1]; } if (!newNode.widgets) continue; const map = this.groupData.oldToNewWidgetMap[innerNode.index]; if (map) { const widgets = Object.keys(map); for (const oldName of widgets) { const newName = map[oldName]; if (!newName) continue; const widgetIndex = this.node.widgets.findIndex((w) => w.name === newName); if (widgetIndex === -1) continue; // Populate the main and any linked widgets if (innerNode.type === "PrimitiveNode") { for (let i = 0; i < newNode.widgets.length; i++) { newNode.widgets[i].value = this.node.widgets[widgetIndex + i].value; } } else { const outerWidget = this.node.widgets[widgetIndex]; const newWidget = newNode.widgets.find((w) => w.name === oldName); if (!newWidget) continue; newWidget.value = outerWidget.value; for (let w = 0; w < outerWidget.linkedWidgets?.length; w++) { newWidget.linkedWidgets[w].value = outerWidget.linkedWidgets[w].value; } } } } } // Shift each node for (const newNode of newNodes) { newNode.pos = [newNode.pos[0] - (left - x), newNode.pos[1] - (top - y)]; } return { newNodes, selectedIds }; }; const reconnectInputs = (selectedIds) => { for (const innerNodeIndex in this.groupData.oldToNewInputMap) { const id = selectedIds[innerNodeIndex]; const newNode = app.graph.getNodeById(id); const map = this.groupData.oldToNewInputMap[innerNodeIndex]; for (const innerInputId in map) { const groupSlotId = map[innerInputId]; if (groupSlotId == null) continue; const slot = node.inputs[groupSlotId]; if (slot.link == null) continue; const link = app.graph.links[slot.link]; if (!link) continue; // connect this node output to the input of another node const originNode = app.graph.getNodeById(link.origin_id); originNode.connect(link.origin_slot, newNode, +innerInputId); } } }; const reconnectOutputs = (selectedIds) => { for (let groupOutputId = 0; groupOutputId < node.outputs?.length; groupOutputId++) { const output = node.outputs[groupOutputId]; if (!output.links) continue; const links = [...output.links]; for (const l of links) { const slot = this.groupData.newToOldOutputMap[groupOutputId]; const link = app.graph.links[l]; const targetNode = app.graph.getNodeById(link.target_id); const newNode = app.graph.getNodeById(selectedIds[slot.node.index]); newNode.connect(slot.slot, targetNode, link.target_slot); } } }; const { newNodes, selectedIds } = addInnerNodes(); reconnectInputs(selectedIds); reconnectOutputs(selectedIds); app.graph.remove(this.node); return newNodes; }; const getExtraMenuOptions = this.node.getExtraMenuOptions; this.node.getExtraMenuOptions = function (_, options) { getExtraMenuOptions?.apply(this, arguments); let optionIndex = options.findIndex((o) => o.content === "Outputs"); if (optionIndex === -1) optionIndex = options.length; else optionIndex++; options.splice( optionIndex, 0, null, { content: "Convert to nodes", callback: () => { return this.convertToNodes(); }, }, { content: "Manage Group Node", callback: () => { new ManageGroupDialog(app).show(this.type); }, } ); }; // Draw custom collapse icon to identity this as a group const onDrawTitleBox = this.node.onDrawTitleBox; this.node.onDrawTitleBox = function (ctx, height, size, scale) { onDrawTitleBox?.apply(this, arguments); const fill = ctx.fillStyle; ctx.beginPath(); ctx.rect(11, -height + 11, 2, 2); ctx.rect(14, -height + 11, 2, 2); ctx.rect(17, -height + 11, 2, 2); ctx.rect(11, -height + 14, 2, 2); ctx.rect(14, -height + 14, 2, 2); ctx.rect(17, -height + 14, 2, 2); ctx.rect(11, -height + 17, 2, 2); ctx.rect(14, -height + 17, 2, 2); ctx.rect(17, -height + 17, 2, 2); ctx.fillStyle = this.boxcolor || LiteGraph.NODE_DEFAULT_BOXCOLOR; ctx.fill(); ctx.fillStyle = fill; }; // Draw progress label const onDrawForeground = node.onDrawForeground; const groupData = this.groupData.nodeData; node.onDrawForeground = function (ctx) { const r = onDrawForeground?.apply?.(this, arguments); if (+app.runningNodeId === this.id && this.runningInternalNodeId !== null) { const n = groupData.nodes[this.runningInternalNodeId]; if(!n) return; const message = `Running ${n.title || n.type} (${this.runningInternalNodeId}/${groupData.nodes.length})`; ctx.save(); ctx.font = "12px sans-serif"; const sz = ctx.measureText(message); ctx.fillStyle = node.boxcolor || LiteGraph.NODE_DEFAULT_BOXCOLOR; ctx.beginPath(); ctx.roundRect(0, -LiteGraph.NODE_TITLE_HEIGHT - 20, sz.width + 12, 20, 5); ctx.fill(); ctx.fillStyle = "#fff"; ctx.fillText(message, 6, -LiteGraph.NODE_TITLE_HEIGHT - 6); ctx.restore(); } }; // Flag this node as needing to be reset const onExecutionStart = this.node.onExecutionStart; this.node.onExecutionStart = function () { this.resetExecution = true; return onExecutionStart?.apply(this, arguments); }; const self = this; const onNodeCreated = this.node.onNodeCreated; this.node.onNodeCreated = function () { const config = self.groupData.nodeData.config; if (config) { for (const n in config) { const inputs = config[n]?.input; for (const w in inputs) { if (inputs[w].visible !== false) continue; const widgetName = self.groupData.oldToNewWidgetMap[n][w]; const widget = this.widgets.find((w) => w.name === widgetName); if (widget) { widget.type = "hidden"; widget.computeSize = () => [0, -4]; } } } } return onNodeCreated?.apply(this, arguments); }; function handleEvent(type, getId, getEvent) { const handler = ({ detail }) => { const id = getId(detail); if (!id) return; const node = app.graph.getNodeById(id); if (node) return; const innerNodeIndex = this.innerNodes?.findIndex((n) => n.id == id); if (innerNodeIndex > -1) { this.node.runningInternalNodeId = innerNodeIndex; api.dispatchEvent(new CustomEvent(type, { detail: getEvent(detail, this.node.id + "", this.node) })); } }; api.addEventListener(type, handler); return handler; } const executing = handleEvent.call( this, "executing", (d) => d, (d, id, node) => id ); const executed = handleEvent.call( this, "executed", (d) => d?.node, (d, id, node) => ({ ...d, node: id, merge: !node.resetExecution }) ); const onRemoved = node.onRemoved; this.node.onRemoved = function () { onRemoved?.apply(this, arguments); api.removeEventListener("executing", executing); api.removeEventListener("executed", executed); }; } updateInnerWidgets() { for (const newWidgetName in this.groupData.newToOldWidgetMap) { const newWidget = this.node.widgets.find((w) => w.name === newWidgetName); if (!newWidget) continue; const newValue = newWidget.value; const old = this.groupData.newToOldWidgetMap[newWidgetName]; let innerNode = this.innerNodes[old.node.index]; if (innerNode.type === "PrimitiveNode") { innerNode.primitiveValue = newValue; const primitiveLinked = this.groupData.primitiveToWidget[old.node.index]; for (const linked of primitiveLinked ?? []) { const node = this.innerNodes[linked.nodeId]; const widget = node.widgets.find((w) => w.name === linked.inputName); if (widget) { widget.value = newValue; } } continue; } else if (innerNode.type === "Reroute") { const rerouteLinks = this.groupData.linksFrom[old.node.index]; if (rerouteLinks) { for (const [_, , targetNodeId, targetSlot] of rerouteLinks["0"]) { const node = this.innerNodes[targetNodeId]; const input = node.inputs[targetSlot]; if (input.widget) { const widget = node.widgets?.find((w) => w.name === input.widget.name); if (widget) { widget.value = newValue; } } } } } const widget = innerNode.widgets?.find((w) => w.name === old.inputName); if (widget) { widget.value = newValue; } } } populatePrimitive(node, nodeId, oldName, i, linkedShift) { // Converted widget, populate primitive if linked const primitiveId = this.groupData.widgetToPrimitive[nodeId]?.[oldName]; if (primitiveId == null) return; const targetWidgetName = this.groupData.oldToNewWidgetMap[primitiveId]["value"]; const targetWidgetIndex = this.node.widgets.findIndex((w) => w.name === targetWidgetName); if (targetWidgetIndex > -1) { const primitiveNode = this.innerNodes[primitiveId]; let len = primitiveNode.widgets.length; if (len - 1 !== this.node.widgets[targetWidgetIndex].linkedWidgets?.length) { // Fallback handling for if some reason the primitive has a different number of widgets // we dont want to overwrite random widgets, better to leave blank len = 1; } for (let i = 0; i < len; i++) { this.node.widgets[targetWidgetIndex + i].value = primitiveNode.widgets[i].value; } } return true; } populateReroute(node, nodeId, map) { if (node.type !== "Reroute") return; const link = this.groupData.linksFrom[nodeId]?.[0]?.[0]; if (!link) return; const [, , targetNodeId, targetNodeSlot] = link; const targetNode = this.groupData.nodeData.nodes[targetNodeId]; const inputs = targetNode.inputs; const targetWidget = inputs?.[targetNodeSlot]?.widget; if (!targetWidget) return; const offset = inputs.length - (targetNode.widgets_values?.length ?? 0); const v = targetNode.widgets_values?.[targetNodeSlot - offset]; if (v == null) return; const widgetName = Object.values(map)[0]; const widget = this.node.widgets.find((w) => w.name === widgetName); if (widget) { widget.value = v; } } populateWidgets() { if (!this.node.widgets) return; for (let nodeId = 0; nodeId < this.groupData.nodeData.nodes.length; nodeId++) { const node = this.groupData.nodeData.nodes[nodeId]; const map = this.groupData.oldToNewWidgetMap[nodeId] ?? {}; const widgets = Object.keys(map); if (!node.widgets_values?.length) { // special handling for populating values into reroutes // this allows primitives connect to them to pick up the correct value this.populateReroute(node, nodeId, map); continue; } let linkedShift = 0; for (let i = 0; i < widgets.length; i++) { const oldName = widgets[i]; const newName = map[oldName]; const widgetIndex = this.node.widgets.findIndex((w) => w.name === newName); const mainWidget = this.node.widgets[widgetIndex]; if (this.populatePrimitive(node, nodeId, oldName, i, linkedShift) || widgetIndex === -1) { // Find the inner widget and shift by the number of linked widgets as they will have been removed too const innerWidget = this.innerNodes[nodeId].widgets?.find((w) => w.name === oldName); linkedShift += innerWidget?.linkedWidgets?.length ?? 0; } if (widgetIndex === -1) { continue; } // Populate the main and any linked widget mainWidget.value = node.widgets_values[i + linkedShift]; for (let w = 0; w < mainWidget.linkedWidgets?.length; w++) { this.node.widgets[widgetIndex + w + 1].value = node.widgets_values[i + ++linkedShift]; } } } } replaceNodes(nodes) { let top; let left; for (let i = 0; i < nodes.length; i++) { const node = nodes[i]; if (left == null || node.pos[0] < left) { left = node.pos[0]; } if (top == null || node.pos[1] < top) { top = node.pos[1]; } this.linkOutputs(node, i); app.graph.remove(node); } this.linkInputs(); this.node.pos = [left, top]; } linkOutputs(originalNode, nodeId) { if (!originalNode.outputs) return; for (const output of originalNode.outputs) { if (!output.links) continue; // Clone the links as they'll be changed if we reconnect const links = [...output.links]; for (const l of links) { const link = app.graph.links[l]; if (!link) continue; const targetNode = app.graph.getNodeById(link.target_id); const newSlot = this.groupData.oldToNewOutputMap[nodeId]?.[link.origin_slot]; if (newSlot != null) { this.node.connect(newSlot, targetNode, link.target_slot); } } } } linkInputs() { for (const link of this.groupData.nodeData.links ?? []) { const [, originSlot, targetId, targetSlot, actualOriginId] = link; const originNode = app.graph.getNodeById(actualOriginId); if (!originNode) continue; // this node is in the group originNode.connect(originSlot, this.node.id, this.groupData.oldToNewInputMap[targetId][targetSlot]); } } static getGroupData(node) { return (node.nodeData ?? node.constructor?.nodeData)?.[GROUP]; } static isGroupNode(node) { return !!node.constructor?.nodeData?.[GROUP]; } static async fromNodes(nodes) { // Process the nodes into the stored workflow group node data const builder = new GroupNodeBuilder(nodes); const res = builder.build(); if (!res) return; const { name, nodeData } = res; // Convert this data into a LG node definition and register it const config = new GroupNodeConfig(name, nodeData); await config.registerType(); const groupNode = LiteGraph.createNode(`workflow/${name}`); // Reuse the existing nodes for this instance groupNode.setInnerNodes(builder.nodes); groupNode[GROUP].populateWidgets(); app.graph.add(groupNode); // Remove all converted nodes and relink them groupNode[GROUP].replaceNodes(builder.nodes); return groupNode; } } function addConvertToGroupOptions() { function addConvertOption(options, index) { const selected = Object.values(app.canvas.selected_nodes ?? {}); const disabled = selected.length < 2 || selected.find((n) => GroupNodeHandler.isGroupNode(n)); options.splice(index + 1, null, { content: `Convert to Group Node`, disabled, callback: async () => { return await GroupNodeHandler.fromNodes(selected); }, }); } function addManageOption(options, index) { const groups = app.graph.extra?.groupNodes; const disabled = !groups || !Object.keys(groups).length; options.splice(index + 1, null, { content: `Manage Group Nodes`, disabled, callback: () => { new ManageGroupDialog(app).show(); }, }); } // Add to canvas const getCanvasMenuOptions = LGraphCanvas.prototype.getCanvasMenuOptions; LGraphCanvas.prototype.getCanvasMenuOptions = function () { const options = getCanvasMenuOptions.apply(this, arguments); const index = options.findIndex((o) => o?.content === "Add Group") + 1 || options.length; addConvertOption(options, index); addManageOption(options, index + 1); return options; }; // Add to nodes const getNodeMenuOptions = LGraphCanvas.prototype.getNodeMenuOptions; LGraphCanvas.prototype.getNodeMenuOptions = function (node) { const options = getNodeMenuOptions.apply(this, arguments); if (!GroupNodeHandler.isGroupNode(node)) { const index = options.findIndex((o) => o?.content === "Outputs") + 1 || options.length - 1; addConvertOption(options, index); } return options; }; } const id = "Comfy.GroupNode"; let globalDefs; const ext = { name: id, setup() { addConvertToGroupOptions(); }, async beforeConfigureGraph(graphData, missingNodeTypes) { const nodes = graphData?.extra?.groupNodes; if (nodes) { await GroupNodeConfig.registerFromWorkflow(nodes, missingNodeTypes); } }, addCustomNodeDefs(defs) { // Store this so we can mutate it later with group nodes globalDefs = defs; }, nodeCreated(node) { if (GroupNodeHandler.isGroupNode(node)) { node[GROUP] = new GroupNodeHandler(node); } }, }; app.registerExtension(ext);