import { LGraphNode, LiteGraph } from '@comfyorg/litegraph' import type { INodeInputSlot, INodeOutputSlot, ISlotType, LLink, Vector2 } from '@comfyorg/litegraph' import type { CanvasPointerEvent } from '@comfyorg/litegraph/dist/types/events' import type { IBaseWidget } from '@comfyorg/litegraph/dist/types/widgets' import { type CallbackParams, useChainCallback } from '@/composables/functional/useChainCallback' import type { InputSpec } from '@/schemas/nodeDefSchema' import { app } from '@/scripts/app' import { ComfyWidgets, addValueControlWidgets } from '@/scripts/widgets' import { CONFIG, GET_CONFIG } from '@/services/litegraphService' import { mergeInputSpec } from '@/utils/nodeDefUtil' import { applyTextReplacements } from '@/utils/searchAndReplace' import { isPrimitiveNode } from '@/utils/typeGuardUtil' const replacePropertyName = 'Run widget replace on values' export class PrimitiveNode extends LGraphNode { controlValues?: any[] lastType?: string static override category: string constructor(title: string) { super(title) this.addOutput('connect to widget input', '*') this.serialize_widgets = true this.isVirtualNode = true if (!this.properties || !(replacePropertyName in this.properties)) { this.addProperty(replacePropertyName, false, 'boolean') } } override applyToGraph(extraLinks: LLink[] = []) { if (!this.outputs[0].links?.length) return const links = [ ...this.outputs[0].links.map((l) => app.graph.links[l]), ...extraLinks ] let v = this.widgets?.[0].value if (v && this.properties[replacePropertyName]) { v = applyTextReplacements(app.graph.nodes, v as string) } // For each output link copy our value over the original widget value for (const linkInfo of links) { const node = this.graph?.getNodeById(linkInfo.target_id) const input = node?.inputs[linkInfo.target_slot] if (!input) { console.warn('Unable to resolve node or input for link', linkInfo) continue } const widgetName = input.widget?.name if (!widgetName) { console.warn('Invalid widget or widget name', input.widget) continue } const widget = node.widgets?.find((w) => w.name === widgetName) if (!widget) { console.warn( `Unable to find widget "${widgetName}" on node [${node.id}]` ) continue } widget.value = v widget.callback?.( widget.value, app.canvas, node, app.canvas.graph_mouse, {} as CanvasPointerEvent ) } } override refreshComboInNode() { const widget = this.widgets?.[0] if (widget?.type === 'combo') { // @ts-expect-error fixme ts strict error widget.options.values = this.outputs[0].widget[GET_CONFIG]()[0] // @ts-expect-error fixme ts strict error if (!widget.options.values.includes(widget.value as string)) { // @ts-expect-error fixme ts strict error widget.value = widget.options.values[0] ;(widget.callback as Function)(widget.value) } } } override onAfterGraphConfigured() { if (this.outputs[0].links?.length && !this.widgets?.length) { this.#onFirstConnection() // Populate widget values from config data if (this.widgets && this.widgets_values) { for (let i = 0; i < this.widgets_values.length; i++) { const w = this.widgets[i] if (w) { w.value = this.widgets_values[i] as any } } } // Merge values if required this.#mergeWidgetConfig() } } override onConnectionsChange( _type: ISlotType, _index: number, connected: boolean ) { if (app.configuringGraph) { // Dont run while the graph is still setting up return } const links = this.outputs[0].links if (connected) { if (links?.length && !this.widgets?.length) { this.#onFirstConnection() } } else { // We may have removed a link that caused the constraints to change this.#mergeWidgetConfig() if (!links?.length) { this.onLastDisconnect() } } } override onConnectOutput( slot: number, _type: string, input: INodeInputSlot, target_node: LGraphNode, target_slot: number ) { // Fires before the link is made allowing us to reject it if it isn't valid // No widget, we cant connect if (!input.widget && !(input.type in ComfyWidgets)) { return false } if (this.outputs[slot].links?.length) { const valid = this.#isValidConnection(input) if (valid) { // On connect of additional outputs, copy our value to their widget this.applyToGraph([{ target_id: target_node.id, target_slot } as LLink]) } return valid } return true } #onFirstConnection(recreating?: boolean) { // First connection can fire before the graph is ready on initial load so random things can be missing if (!this.outputs[0].links) { this.onLastDisconnect() return } const linkId = this.outputs[0].links[0] // @ts-expect-error fixme ts strict error const link = this.graph.links[linkId] if (!link) return // @ts-expect-error fixme ts strict error const theirNode = this.graph.getNodeById(link.target_id) if (!theirNode || !theirNode.inputs) return const input = theirNode.inputs[link.target_slot] if (!input) return let widget if (!input.widget) { if (!(input.type in ComfyWidgets)) return widget = { name: input.name, [GET_CONFIG]: () => [input.type, {}] } //fake widget } else { widget = input.widget } // @ts-expect-error fixme ts strict error const config = widget[GET_CONFIG]?.() if (!config) return const { type } = getWidgetType(config) // Update our output to restrict to the widget type this.outputs[0].type = type this.outputs[0].name = type this.outputs[0].widget = widget this.#createWidget( widget[CONFIG] ?? config, theirNode, widget.name, // @ts-expect-error fixme ts strict error recreating ) } #createWidget( inputData: InputSpec, node: LGraphNode, widgetName: string, recreating: boolean ) { let type = inputData[0] if (type instanceof Array) { type = 'COMBO' } // Store current size as addWidget resizes the node const [oldWidth, oldHeight] = this.size let widget: IBaseWidget | undefined if (type in ComfyWidgets) { widget = (ComfyWidgets[type](this, 'value', inputData, app) || {}).widget } else { // @ts-expect-error InputSpec is not typed correctly widget = this.addWidget(type, 'value', null, () => {}, {}) } if (node?.widgets && widget) { const theirWidget = node.widgets.find((w) => w.name === widgetName) if (theirWidget) { widget.value = theirWidget.value } } if ( !inputData?.[1]?.control_after_generate && (widget.type === 'number' || widget.type === 'combo') ) { let control_value = this.widgets_values?.[1] if (!control_value) { control_value = 'fixed' } addValueControlWidgets( this, widget, control_value as string, undefined, inputData ) let filter = this.widgets_values?.[2] if (filter && this.widgets && this.widgets.length === 3) { this.widgets[2].value = filter } } // Restore any saved control values const controlValues = this.controlValues if ( this.widgets && this.lastType === this.widgets[0]?.type && controlValues?.length === this.widgets.length - 1 ) { for (let i = 0; i < controlValues.length; i++) { this.widgets[i + 1].value = controlValues[i] } } // When our value changes, update other widgets to reflect our changes // e.g. so LoadImage shows correct image widget.callback = useChainCallback(widget.callback, () => { this.applyToGraph() }) // Use the biggest dimensions in case the widgets caused the node to grow this.setSize([ Math.max(this.size[0], oldWidth), Math.max(this.size[1], oldHeight) ]) if (!recreating) { // Grow our node more if required const sz = this.computeSize() if (this.size[0] < sz[0]) { this.size[0] = sz[0] } if (this.size[1] < sz[1]) { this.size[1] = sz[1] } requestAnimationFrame(() => { this.onResize?.(this.size) }) } } recreateWidget() { const values = this.widgets?.map((w) => w.value) this.#removeWidgets() this.#onFirstConnection(true) if (values?.length && this.widgets) { for (let i = 0; i < this.widgets.length; i++) this.widgets[i].value = values[i] } return this.widgets?.[0] } #mergeWidgetConfig() { // Merge widget configs if the node has multiple outputs const output = this.outputs[0] const links = output.links ?? [] const hasConfig = !!output.widget?.[CONFIG] if (hasConfig) { delete output.widget?.[CONFIG] } if (links?.length < 2 && hasConfig) { // Copy the widget options from the source if (links.length) { this.recreateWidget() } return } const config1 = (output.widget?.[GET_CONFIG] as () => InputSpec)?.() if (!config1) return const isNumber = config1[0] === 'INT' || config1[0] === 'FLOAT' if (!isNumber) return for (const linkId of links) { const link = app.graph.links[linkId] if (!link) continue // Can be null when removing a node const theirNode = app.graph.getNodeById(link.target_id) if (!theirNode) continue const theirInput = theirNode.inputs[link.target_slot] // Call is valid connection so it can merge the configs when validating this.#isValidConnection(theirInput, hasConfig) } } #isValidConnection(input: INodeInputSlot, forceUpdate?: boolean) { // Only allow connections where the configs match const output = this.outputs?.[0] const config2 = (input.widget?.[GET_CONFIG] as () => InputSpec)?.() if (!config2) return false return !!mergeIfValid.call( this, output, config2, forceUpdate, this.recreateWidget ) } #removeWidgets() { if (this.widgets) { // Allow widgets to cleanup for (const w of this.widgets) { if (w.onRemove) { w.onRemove() } } // Temporarily store the current values in case the node is being recreated // e.g. by group node conversion this.controlValues = [] this.lastType = this.widgets[0]?.type for (let i = 1; i < this.widgets.length; i++) { this.controlValues.push(this.widgets[i].value) } setTimeout(() => { delete this.lastType delete this.controlValues }, 15) this.widgets.length = 0 } } onLastDisconnect() { // We cant remove + re-add the output here as if you drag a link over the same link // it removes, then re-adds, causing it to break this.outputs[0].type = '*' this.outputs[0].name = 'connect to widget input' delete this.outputs[0].widget this.#removeWidgets() } } export function getWidgetConfig( slot: INodeInputSlot | INodeOutputSlot ): InputSpec { return (slot.widget?.[CONFIG] ?? (slot.widget?.[GET_CONFIG] as () => InputSpec)?.() ?? [ '*', {} ]) as InputSpec } function getConfig(this: LGraphNode, widgetName: string) { const { nodeData } = this.constructor return ( nodeData?.input?.required?.[widgetName] ?? nodeData?.input?.optional?.[widgetName] ) } /** * Convert a widget to an input slot. * @deprecated Widget to socket conversion is no longer necessary, as they co-exist now. * @param node The node to convert the widget to an input slot for. * @param widget The widget to convert to an input slot. * @returns The input slot that was converted from the widget or undefined if the widget is not found. */ export function convertToInput( node: LGraphNode, widget: IBaseWidget ): INodeInputSlot | undefined { console.warn( 'Please remove call to convertToInput. Widget to socket conversion is no longer necessary, as they co-exist now.' ) return node.inputs.find((slot) => slot.widget?.name === widget.name) } function getWidgetType(config: InputSpec) { // Special handling for COMBO so we restrict links based on the entries let type = config[0] if (type instanceof Array) { type = 'COMBO' } return { type } } export function setWidgetConfig( slot: INodeInputSlot | INodeOutputSlot, config: InputSpec ) { if (!slot.widget) return if (config) { slot.widget[GET_CONFIG] = () => config } else { delete slot.widget } if ('link' in slot) { const link = app.graph.links[slot.link ?? -1] if (link) { const originNode = app.graph.getNodeById(link.origin_id) if (originNode && isPrimitiveNode(originNode)) { if (config) { originNode.recreateWidget() } else if (!app.configuringGraph) { originNode.disconnectOutput(0) originNode.onLastDisconnect() } } } } } export function mergeIfValid( output: INodeOutputSlot | INodeInputSlot, config2: InputSpec, forceUpdate?: boolean, recreateWidget?: () => void, config1?: InputSpec ): { customConfig: InputSpec[1] } { if (!config1) { config1 = getWidgetConfig(output) } const customSpec = mergeInputSpec(config1, config2) if (customSpec || forceUpdate) { if (customSpec) { // @ts-expect-error fixme ts strict error output.widget[CONFIG] = customSpec } // @ts-expect-error fixme ts strict error const widget = recreateWidget?.call(this) // When deleting a node this can be null if (widget) { // @ts-expect-error fixme ts strict error const min = widget.options.min // @ts-expect-error fixme ts strict error const max = widget.options.max // @ts-expect-error fixme ts strict error if (min != null && widget.value < min) widget.value = min // @ts-expect-error fixme ts strict error if (max != null && widget.value > max) widget.value = max // @ts-expect-error fixme ts strict error widget.callback(widget.value) } } return { customConfig: customSpec?.[1] ?? {} } } app.registerExtension({ name: 'Comfy.WidgetInputs', async beforeRegisterNodeDef(nodeType, _nodeData, app) { // @ts-expect-error adding extra property nodeType.prototype.convertWidgetToInput = function (this: LGraphNode) { console.warn( 'Please remove call to convertWidgetToInput. Widget to socket conversion is no longer necessary, as they co-exist now.' ) return false } nodeType.prototype.onGraphConfigured = useChainCallback( nodeType.prototype.onGraphConfigured, function (this: LGraphNode) { if (!this.inputs) return this.widgets ??= [] for (const input of this.inputs) { if (input.widget) { const name = input.widget.name if (!input.widget[GET_CONFIG]) { input.widget[GET_CONFIG] = () => getConfig.call(this, name) } const w = this.widgets?.find((w) => w.name === name) if (!w) { this.removeInput(this.inputs.findIndex((i) => i === input)) } } } } ) nodeType.prototype.onConfigure = useChainCallback( nodeType.prototype.onConfigure, function (this: LGraphNode) { if (!app.configuringGraph && this.inputs) { // On copy + paste of nodes, ensure that widget configs are set up for (const input of this.inputs) { if (input.widget && !input.widget[GET_CONFIG]) { const name = input.widget.name input.widget[GET_CONFIG] = () => getConfig.call(this, name) } } } } ) function isNodeAtPos(pos: Vector2) { for (const n of app.graph.nodes) { if (n.pos[0] === pos[0] && n.pos[1] === pos[1]) { return true } } return false } // Double click a widget input to automatically attach a primitive const origOnInputDblClick = nodeType.prototype.onInputDblClick nodeType.prototype.onInputDblClick = function ( this: LGraphNode, ...[slot, ...args]: CallbackParams ) { const r = origOnInputDblClick?.apply(this, [slot, ...args]) const input = this.inputs[slot] if (!input.widget) { // Not a widget input or already handled input if ( !(input.type in ComfyWidgets) && !( ( input.widget?.[GET_CONFIG] as (() => InputSpec) | undefined )?.()?.[0] instanceof Array ) ) { return r //also Not a ComfyWidgets input or combo (do nothing) } } // Create a primitive node const node = LiteGraph.createNode('PrimitiveNode') if (!node) return r app.graph.add(node) // Calculate a position that wont directly overlap another node const pos: [number, number] = [ this.pos[0] - node.size[0] - 30, this.pos[1] ] while (isNodeAtPos(pos)) { pos[1] += LiteGraph.NODE_TITLE_HEIGHT } node.pos = pos node.connect(0, this, slot) node.title = input.name return r } }, registerCustomNodes() { LiteGraph.registerNodeType( 'PrimitiveNode', Object.assign(PrimitiveNode, { title: 'Primitive' }) ) PrimitiveNode.category = 'utils' } })