ComfyUI/web/extensions/core/widgetInputs.js

import { ComfyWidgets, addValueControlWidgets } from "../../scripts/widgets.js";
import { app } from "../../scripts/app.js";
import { applyTextReplacements } from "../../scripts/utils.js";

const CONVERTED_TYPE = "converted-widget";
const VALID_TYPES = ["STRING", "combo", "number", "toggle", "BOOLEAN"];
const CONFIG = Symbol();
const GET_CONFIG = Symbol();
const TARGET = Symbol(); // Used for reroutes to specify the real target widget

export function getWidgetConfig(slot) {
	return slot.widget[CONFIG] ?? slot.widget[GET_CONFIG]();
}

function getConfig(widgetName) {
	const { nodeData } = this.constructor;
	return nodeData?.input?.required[widgetName] ?? nodeData?.input?.optional?.[widgetName];
}

function isConvertableWidget(widget, config) {
	return (VALID_TYPES.includes(widget.type) || VALID_TYPES.includes(config[0])) && !widget.options?.forceInput;
}

function hideWidget(node, widget, suffix = "") {
	if (widget.type?.startsWith(CONVERTED_TYPE)) return;
	widget.origType = widget.type;
	widget.origComputeSize = widget.computeSize;
	widget.origSerializeValue = widget.serializeValue;
	widget.computeSize = () => [0, -4]; // -4 is due to the gap litegraph adds between widgets automatically
	widget.type = CONVERTED_TYPE + suffix;
	widget.serializeValue = () => {
		// Prevent serializing the widget if we have no input linked
		if (!node.inputs) {
			return undefined;
		}
		let node_input = node.inputs.find((i) => i.widget?.name === widget.name);

		if (!node_input || !node_input.link) {
			return undefined;
		}
		return widget.origSerializeValue ? widget.origSerializeValue() : widget.value;
	};

	// Hide any linked widgets, e.g. seed+seedControl
	if (widget.linkedWidgets) {
		for (const w of widget.linkedWidgets) {
			hideWidget(node, w, ":" + widget.name);
		}
	}
}

function showWidget(widget) {
	widget.type = widget.origType;
	widget.computeSize = widget.origComputeSize;
	widget.serializeValue = widget.origSerializeValue;

	delete widget.origType;
	delete widget.origComputeSize;
	delete widget.origSerializeValue;

	// Hide any linked widgets, e.g. seed+seedControl
	if (widget.linkedWidgets) {
		for (const w of widget.linkedWidgets) {
			showWidget(w);
		}
	}
}

function convertToInput(node, widget, config) {
	hideWidget(node, widget);

	const { type } = getWidgetType(config);

	// Add input and store widget config for creating on primitive node
	const sz = node.size;
	node.addInput(widget.name, type, {
		widget: { name: widget.name, [GET_CONFIG]: () => config },
	});

	for (const widget of node.widgets) {
		widget.last_y += LiteGraph.NODE_SLOT_HEIGHT;
	}

	// Restore original size but grow if needed
	node.setSize([Math.max(sz[0], node.size[0]), Math.max(sz[1], node.size[1])]);
}

function convertToWidget(node, widget) {
	showWidget(widget);
	const sz = node.size;
	node.removeInput(node.inputs.findIndex((i) => i.widget?.name === widget.name));

	for (const widget of node.widgets) {
		widget.last_y -= LiteGraph.NODE_SLOT_HEIGHT;
	}

	// Restore original size but grow if needed
	node.setSize([Math.max(sz[0], node.size[0]), Math.max(sz[1], node.size[1])]);
}

function getWidgetType(config) {
	// Special handling for COMBO so we restrict links based on the entries
	let type = config[0];
	if (type instanceof Array) {
		type = "COMBO";
	}
	return { type };
}

function isValidCombo(combo, obj) {
	// New input isnt a combo
	if (!(obj instanceof Array)) {
		console.log(`connection rejected: tried to connect combo to ${obj}`);
		return false;
	}
	// New imput combo has a different size
	if (combo.length !== obj.length) {
		console.log(`connection rejected: combo lists dont match`);
		return false;
	}
	// New input combo has different elements
	if (combo.find((v, i) => obj[i] !== v)) {
		console.log(`connection rejected: combo lists dont match`);
		return false;
	}

	return true;
}

export function setWidgetConfig(slot, config, target) {
	if (!slot.widget) return;
	if (config) {
		slot.widget[GET_CONFIG] = () => config;
		slot.widget[TARGET] = target;
	} else {
		delete slot.widget;
	}

	if (slot.link) {
		const link = app.graph.links[slot.link];
		if (link) {
			const originNode = app.graph.getNodeById(link.origin_id);
			if (originNode.type === "PrimitiveNode") {
				if (config) {
					originNode.recreateWidget();
				} else if(!app.configuringGraph) {
					originNode.disconnectOutput(0);
					originNode.onLastDisconnect();
				}
			}
		}
	}
}

export function mergeIfValid(output, config2, forceUpdate, recreateWidget, config1) {
	if (!config1) {
		config1 = output.widget[CONFIG] ?? output.widget[GET_CONFIG]();
	}

	if (config1[0] instanceof Array) {
		if (!isValidCombo(config1[0], config2[0])) return false;
	} else if (config1[0] !== config2[0]) {
		// Types dont match
		console.log(`connection rejected: types dont match`, config1[0], config2[0]);
		return false;
	}

	const keys = new Set([...Object.keys(config1[1] ?? {}), ...Object.keys(config2[1] ?? {})]);

	let customConfig;
	const getCustomConfig = () => {
		if (!customConfig) {
			if (typeof structuredClone === "undefined") {
				customConfig = JSON.parse(JSON.stringify(config1[1] ?? {}));
			} else {
				customConfig = structuredClone(config1[1] ?? {});
			}
		}
		return customConfig;
	};

	const isNumber = config1[0] === "INT" || config1[0] === "FLOAT";
	for (const k of keys.values()) {
		if (k !== "default" && k !== "forceInput" && k !== "defaultInput" && k !== "control_after_generate" && k !== "multiline" && k !== "tooltip") {
			let v1 = config1[1][k];
			let v2 = config2[1]?.[k];

			if (v1 === v2 || (!v1 && !v2)) continue;

			if (isNumber) {
				if (k === "min") {
					const theirMax = config2[1]?.["max"];
					if (theirMax != null && v1 > theirMax) {
						console.log("connection rejected: min > max", v1, theirMax);
						return false;
					}
					getCustomConfig()[k] = v1 == null ? v2 : v2 == null ? v1 : Math.max(v1, v2);
					continue;
				} else if (k === "max") {
					const theirMin = config2[1]?.["min"];
					if (theirMin != null && v1 < theirMin) {
						console.log("connection rejected: max < min", v1, theirMin);
						return false;
					}
					getCustomConfig()[k] = v1 == null ? v2 : v2 == null ? v1 : Math.min(v1, v2);
					continue;
				} else if (k === "step") {
					let step;
					if (v1 == null) {
						// No current step
						step = v2;
					} else if (v2 == null) {
						// No new step
						step = v1;
					} else {
						if (v1 < v2) {
							// Ensure v1 is larger for the mod
							const a = v2;
							v2 = v1;
							v1 = a;
						}
						if (v1 % v2) {
							console.log("connection rejected: steps not divisible", "current:", v1, "new:", v2);
							return false;
						}

						step = v1;
					}

					getCustomConfig()[k] = step;
					continue;
				}
			}

			console.log(`connection rejected: config ${k} values dont match`, v1, v2);
			return false;
		}
	}

	if (customConfig || forceUpdate) {
		if (customConfig) {
			output.widget[CONFIG] = [config1[0], customConfig];
		}

		const widget = recreateWidget?.call(this);
		// When deleting a node this can be null
		if (widget) {
			const min = widget.options.min;
			const max = widget.options.max;
			if (min != null && widget.value < min) widget.value = min;
			if (max != null && widget.value > max) widget.value = max;
			widget.callback(widget.value);
		}
	}

	return { customConfig };
}

let useConversionSubmenusSetting;
app.registerExtension({
	name: "Comfy.WidgetInputs",
	init() {
		useConversionSubmenusSetting = app.ui.settings.addSetting({
			id: "Comfy.NodeInputConversionSubmenus",
			name: "Node widget/input conversion sub-menus",
			tooltip: "In the node context menu, place the entries that convert between input/widget in sub-menus.",
			type: "boolean",
			defaultValue: true,
		});
	},
	async beforeRegisterNodeDef(nodeType, nodeData, app) {
		// Add menu options to conver to/from widgets
		const origGetExtraMenuOptions = nodeType.prototype.getExtraMenuOptions;
		nodeType.prototype.convertWidgetToInput = function (widget) {
			const config = getConfig.call(this, widget.name) ?? [widget.type, widget.options || {}];
			if (!isConvertableWidget(widget, config)) return false;
			convertToInput(this, widget, config);
			return true;
		};
		nodeType.prototype.getExtraMenuOptions = function (_, options) {
			const r = origGetExtraMenuOptions ? origGetExtraMenuOptions.apply(this, arguments) : undefined;

			if (this.widgets) {
				let toInput = [];
				let toWidget = [];
				for (const w of this.widgets) {
					if (w.options?.forceInput) {
						continue;
					}
					if (w.type === CONVERTED_TYPE) {
						toWidget.push({
							content: `Convert ${w.name} to widget`,
							callback: () => convertToWidget(this, w),
						});
					} else {
						const config = getConfig.call(this, w.name) ?? [w.type, w.options || {}];
						if (isConvertableWidget(w, config)) {
							toInput.push({
								content: `Convert ${w.name} to input`,
								callback: () => convertToInput(this, w, config),
							});
						}
					}
				}
				
				//Convert.. main menu
				if (toInput.length) {
					if (useConversionSubmenusSetting.value) {
						options.push({
							content: "Convert Widget to Input",
							submenu: {
								options: toInput,
							},
						});
					} else {
						options.push(...toInput, null);
					}
				}
				if (toWidget.length) {
					if (useConversionSubmenusSetting.value) {
						options.push({
							content: "Convert Input to Widget",
							submenu: {
								options: toWidget,
							},
						});
					} else {
						options.push(...toWidget, null);
					}
				}
			}

			return r;
		};

		nodeType.prototype.onGraphConfigured = function () {
			if (!this.inputs) return;

			for (const input of this.inputs) {
				if (input.widget) {
					if (!input.widget[GET_CONFIG]) {
						input.widget[GET_CONFIG] = () => getConfig.call(this, input.widget.name);
					}

					// Cleanup old widget config
					if (input.widget.config) {
						if (input.widget.config[0] instanceof Array) {
							// If we are an old converted combo then replace the input type and the stored link data
							input.type = "COMBO";

							const link = app.graph.links[input.link];
							if (link) {
								link.type = input.type;
							}
						}
						delete input.widget.config;
					}

					const w = this.widgets.find((w) => w.name === input.widget.name);
					if (w) {
						hideWidget(this, w);
					} else {
						convertToWidget(this, input);
					}
				}
			}
		};

		const origOnNodeCreated = nodeType.prototype.onNodeCreated;
		nodeType.prototype.onNodeCreated = function () {
			const r = origOnNodeCreated ? origOnNodeCreated.apply(this) : undefined;

			// When node is created, convert any force/default inputs
			if (!app.configuringGraph && this.widgets) {
				for (const w of this.widgets) {
					if (w?.options?.forceInput || w?.options?.defaultInput) {
						const config = getConfig.call(this, w.name) ?? [w.type, w.options || {}];
						convertToInput(this, w, config);
					}
				}
			}

			return r;
		};

		const origOnConfigure = nodeType.prototype.onConfigure;
		nodeType.prototype.onConfigure = function () {
			const r = origOnConfigure ? origOnConfigure.apply(this, arguments) : undefined;
			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]) {
						input.widget[GET_CONFIG] = () => getConfig.call(this, input.widget.name);
						const w = this.widgets.find((w) => w.name === input.widget.name);
						if (w) {
							hideWidget(this, w);
						}
					}
				}
			}

			return r;
		};

		function isNodeAtPos(pos) {
			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;
		const ignoreDblClick = Symbol();
		nodeType.prototype.onInputDblClick = function (slot) {
			const r = origOnInputDblClick ? origOnInputDblClick.apply(this, arguments) : undefined;

			const input = this.inputs[slot];
			if (!input.widget || !input[ignoreDblClick]) {
				// Not a widget input or already handled input
				if (!(input.type in ComfyWidgets) && !(input.widget[GET_CONFIG]?.()?.[0] instanceof Array)) {
					return r; //also Not a ComfyWidgets input or combo (do nothing)
				}
			}

			// Create a primitive node
			const node = LiteGraph.createNode("PrimitiveNode");
			app.graph.add(node);

			// Calculate a position that wont directly overlap another node
			const pos = [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;

			// Prevent adding duplicates due to triple clicking
			input[ignoreDblClick] = true;
			setTimeout(() => {
				delete input[ignoreDblClick];
			}, 300);

			return r;
		};

		// Prevent connecting COMBO lists to converted inputs that dont match types
		const onConnectInput = nodeType.prototype.onConnectInput;
		nodeType.prototype.onConnectInput = function (targetSlot, type, output, originNode, originSlot) {
			const v = onConnectInput?.(this, arguments);
			// Not a combo, ignore
			if (type !== "COMBO") return v;
			// Primitive output, allow that to handle
			if (originNode.outputs[originSlot].widget) return v;

			// Ensure target is also a combo
			const targetCombo = this.inputs[targetSlot].widget?.[GET_CONFIG]?.()?.[0];
			if (!targetCombo || !(targetCombo instanceof Array)) return v;

			// Check they match
			const originConfig = originNode.constructor?.nodeData?.output?.[originSlot];
			if (!originConfig || !isValidCombo(targetCombo, originConfig)) {
				return false;
			}

			return v;
		};
	},
	registerCustomNodes() {
		const replacePropertyName = "Run widget replace on values";
		class PrimitiveNode {
			constructor() {
				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");
				}
			}

			applyToGraph(extraLinks = []) {
				if (!this.outputs[0].links?.length) return;

				function get_links(node) {
					let links = [];
					for (const l of node.outputs[0].links) {
						const linkInfo = app.graph.links[l];
						const n = node.graph.getNodeById(linkInfo.target_id);
						if (n.type == "Reroute") {
							links = links.concat(get_links(n));
						} else {
							links.push(l);
						}
					}
					return links;
				}

				let links = [...get_links(this).map((l) => app.graph.links[l]), ...extraLinks];
				let v = this.widgets?.[0].value;
				if(v && this.properties[replacePropertyName]) {
					v = applyTextReplacements(app, v);
				}

				// 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];
					let widget;
					if (input.widget[TARGET]) {
						widget = input.widget[TARGET];
					} else {
						const widgetName = input.widget.name;
						if (widgetName) {
							widget = node.widgets.find((w) => w.name === widgetName);
						}
					}

					if (widget) {
						widget.value = v;
						if (widget.callback) {
							widget.callback(widget.value, app.canvas, node, app.canvas.graph_mouse, {});
						}
					}
				}
			}

			refreshComboInNode() {
				const widget = this.widgets?.[0];
				if (widget?.type === "combo") {
					widget.options.values = this.outputs[0].widget[GET_CONFIG]()[0];

					if (!widget.options.values.includes(widget.value)) {
						widget.value = widget.options.values[0];
						widget.callback(widget.value);
					}
				}
			}

			onAfterGraphConfigured() {
				if (this.outputs[0].links?.length && !this.widgets?.length) {
					if (!this.#onFirstConnection()) return;

					// Populate widget values from config data
					if (this.widgets) {
						for (let i = 0; i < this.widgets_values.length; i++) {
							const w = this.widgets[i];
							if (w) {
								w.value = this.widgets_values[i];
							}
						}
					}

					// Merge values if required
					this.#mergeWidgetConfig();
				}
			}

			onConnectionsChange(_, index, connected) {
				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();
					}
				}
			}

			onConnectOutput(slot, type, input, target_node, target_slot) {
				// Fires before the link is made allowing us to reject it if it isn't valid
				// No widget, we cant connect
				if (!input.widget) {
					if (!(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 }]);
					}
					return valid;
				}
			}

			#onFirstConnection(recreating) {
				// 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];
				const link = this.graph.links[linkId];
				if (!link) return;

				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;
				}

				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, recreating, widget[TARGET]);
			}

			#createWidget(inputData, node, widgetName, recreating, targetWidget) {
				let type = inputData[0];

				if (type instanceof Array) {
					type = "COMBO";
				}

				let widget;
				if (type in ComfyWidgets) {
					widget = (ComfyWidgets[type](this, "value", inputData, app) || {}).widget;
				} else {
					widget = this.addWidget(type, "value", null, () => {}, {});
				}

				if (targetWidget) {
					widget.value = targetWidget.value;
				} else 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, undefined, inputData);
					let filter = this.widgets_values?.[2];
					if (filter && this.widgets.length === 3) {
						this.widgets[2].value = filter;
					}
				}

				// Restore any saved control values
				const controlValues = this.controlValues;
				if(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
				const callback = widget.callback;
				const self = this;
				widget.callback = function () {
					const r = callback ? callback.apply(this, arguments) : undefined;
					self.applyToGraph();
					return r;
				};

				if (!recreating) {
					// Grow our node 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(() => {
						if (this.onResize) {
							this.onResize(this.size);
						}
					});
				}
			}

			recreateWidget() {
				const values = this.widgets?.map((w) => w.value);
				this.#removeWidgets();
				this.#onFirstConnection(true);
				if (values?.length) {
					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]();
				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);
					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, forceUpdate) {
				// Only allow connections where the configs match
				const output = this.outputs[0];
				const config2 = input.widget[GET_CONFIG]();
				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();
			}
		}

		LiteGraph.registerNodeType(
			"PrimitiveNode",
			Object.assign(PrimitiveNode, {
				title: "Primitive",
			})
		);
		PrimitiveNode.category = "utils";
	},
});