Merge branch 'main' into feat/component-manager

__init__.py

@@ -1886,6 +1886,43 @@ def sanitize_filename(input_string):
     return result_string
 
 
+def remove_component_from(filename, name):
+    filepath = os.path.join(components_path, filename)
+    if os.path.exists(filepath):
+        components = {}
+        if os.path.exists(filepath):
+            with open(filepath) as f:
+                components = json.load(f)
+
+        if name in components:
+            del components[name]
+
+            with open(filepath, 'w') as f:
+                json.dump(components, f, indent=4, sort_keys=True)
+
+
+@server.PromptServer.instance.routes.post("/manager/component/remove")
+async def remove_component(request):
+    try:
+        data = await request.json()
+        name = data['name']
+        packname = data['packname']
+
+        sanitized_name_cand1 = None
+        if packname != '':
+            sanitized_name_cand1 = sanitize_filename(packname)+'.pack'
+
+        sanitized_name_cand2 = sanitize_filename(name)+'.json'
+
+        if sanitized_name_cand1 is not None:
+            remove_component_from(sanitized_name_cand1, name)
+        remove_component_from(sanitized_name_cand2, name)
+
+        return web.Response(status=200)
+    except:
+        return web.Response(status=400)
+
+
 @server.PromptServer.instance.routes.post("/manager/component/save")
 async def save_component(request):
     try:

js/comfyui-manager.js

@@ -16,7 +16,8 @@ import { AlternativesInstaller } from "./a1111-alter-downloader.js";
 import { SnapshotManager } from "./snapshot.js";
 import { ModelInstaller } from "./model-downloader.js";
 import { manager_instance, setManagerInstance, install_via_git_url, install_pip, rebootAPI, free_models } from "./common.js";
-import { ComponentBuilderDialog, load_components, set_component_policy, getPureName } from "./components-manager.js";
+import { ComponentBuilderDialog, load_components, set_component_policy, getPureName } from "./component-builder.js";
+import { ComponentsManager } from "./components-manager.js";
 import { set_double_click_policy } from "./node_fixer.js";
 
 var docStyle = document.createElement('style');
@@ -183,6 +184,10 @@ docStyle.innerHTML = `
 	overflow-x: hidden;
 	overflow: auto;
 }
+
+#components-grid tr {
+	height: 50px;
+}
 `;
 
 document.head.appendChild(docStyle);
@@ -989,7 +994,17 @@ class ManagerMenuDialog extends ComfyDialog {
 						type: "button",
 						textContent: "Unload models",
 						onclick: () => { free_models(); }
-					})
+					}),
+					$el("button.cm-experimental-button", {
+						type: "button",
+						textContent: "Manage Components",
+						onclick:
+							() => {
+								if(!ComponentsManager.instance)
+								ComponentsManager.instance = new ComponentsManager(app, self);
+								ComponentsManager.instance.show();
+							}
+					}),
 				]),
 		];
 	}

js/component-builder.js

@@ -0,0 +1,839 @@
+import { app } from "../../scripts/app.js";
+import { api } from "../../scripts/api.js"
+import { sleep, show_message } from "./common.js";
+import { GroupNodeConfig, GroupNodeHandler } from "../../extensions/core/groupNode.js";
+import { ComfyDialog, $el } from "../../scripts/ui.js";
+
+let pack_map = {};
+let rpack_map = {};
+
+export function isInstalled(name) {
+	return rpack_map[name] != undefined;
+}
+
+export function getPureName(node) {
+	// group nodes/
+	let category = null;
+	if(node.category) {
+		category = node.category.substring(12);
+	}
+	else {
+		category = node.constructor.category?.substring(12);
+	}
+	if(category) {
+		let purename = node.comfyClass.substring(category.length+1);
+		return purename;
+	}
+	else if(node.comfyClass.startsWith('workflow/')) {
+		return node.comfyClass.substring(9);
+	}
+	else {
+		return node.comfyClass;
+	}
+}
+
+function isValidVersionString(version) {
+	const versionPattern = /^(\d+)\.(\d+)(\.(\d+))?$/;
+	
+	const match = version.match(versionPattern);
+
+	return match !== null &&
+			parseInt(match[1], 10) >= 0 &&
+			parseInt(match[2], 10) >= 0 &&
+			(!match[3] || parseInt(match[4], 10) >= 0);
+}
+
+function register_pack_map(name, data) {
+	if(data.packname) {
+		pack_map[data.packname] = name;
+		rpack_map[name] = data;
+	}
+	else {
+		rpack_map[name] = data;
+	}
+}
+
+function storeGroupNode(name, data, register=true) {
+	let extra = app.graph.extra;
+	if (!extra) app.graph.extra = extra = {};
+	let groupNodes = extra.groupNodes;
+	if (!groupNodes) extra.groupNodes = groupNodes = {};
+	groupNodes[name] = data;
+
+	if(register) {
+		register_pack_map(name, data);
+	}
+}
+
+export async function load_components() {
+	let data = await api.fetchApi('/manager/component/loads', {method: "POST"});
+	let components = await data.json();
+
+	let start_time = Date.now();
+	let failed = [];
+	let failed2 = [];
+
+	for(let name in components) {
+		if(app.graph.extra?.groupNodes?.[name]) {
+			if(data) {
+				let data = components[name];
+
+				let category = data.packname;
+				if(data.category) {
+					category += "/" + data.category;
+				}
+				if(category == '') {
+					category = 'components';
+				}
+
+				const config = new GroupNodeConfig(name, data);
+				await config.registerType(category);
+
+				register_pack_map(name, data);
+				continue;
+			}
+		}
+
+		let nodeData = components[name];
+
+		storeGroupNode(name, nodeData);
+
+		const config = new GroupNodeConfig(name, nodeData);
+
+		while(true) {
+			try {
+				let category = nodeData.packname;
+				if(nodeData.category) {
+					category += "/" + nodeData.category;
+				}
+				if(category == '') {
+					category = 'components';
+				}
+
+				await config.registerType(category);
+				register_pack_map(name, nodeData);
+				break;
+			}
+			catch {
+				let elapsed_time = Date.now() - start_time;
+				if (elapsed_time > 5000) {
+					failed.push(name);
+					break;
+				} else {
+					await sleep(100);
+				}
+			}
+		}
+	}
+
+	// fallback1
+	for(let i in failed) {
+		let name = failed[i];
+
+		if(app.graph.extra?.groupNodes?.[name]) {
+			continue;
+		}
+
+		let nodeData = components[name];
+
+		storeGroupNode(name, nodeData);
+
+		const config = new GroupNodeConfig(name, nodeData);
+		while(true) {
+			try {
+				let category = nodeData.packname;
+				if(nodeData.workflow.category) {
+					category += "/" + nodeData.category;
+				}
+				if(category == '') {
+					category = 'components';
+				}
+
+				await config.registerType(category);
+				register_pack_map(name, nodeData);
+				break;
+			}
+			catch {
+				let elapsed_time = Date.now() - start_time;
+				if (elapsed_time > 10000) {
+					failed2.push(name);
+					break;
+				} else {
+					await sleep(100);
+				}
+			}
+		}
+	}
+
+	// fallback2
+	for(let name in failed2) {
+		let name = failed2[i];
+
+		let nodeData = components[name];
+
+		storeGroupNode(name, nodeData);
+
+		const config = new GroupNodeConfig(name, nodeData);
+		while(true) {
+			try {
+				let category = nodeData.workflow.packname;
+				if(nodeData.workflow.category) {
+					category += "/" + nodeData.category;
+				}
+				if(category == '') {
+					category = 'components';
+				}
+
+				await config.registerType(category);
+				register_pack_map(name, nodeData);
+				break;
+			}
+			catch {
+				let elapsed_time = Date.now() - start_time;
+				if (elapsed_time > 30000) {
+					failed.push(name);
+					break;
+				} else {
+					await sleep(100);
+				}
+			}
+		}
+	}
+}
+
+export async function uninstall_component(nodename, packname) {
+	let body =
+		{
+			"name": nodename,
+			"packname": packname
+		};
+
+	const res = await api.fetchApi('/manager/component/remove', {
+			method: "POST",
+			headers: {
+				"Content-Type": "application/json",
+			},
+			body: JSON.stringify(body),
+		});
+
+	if(res.status == 200) {
+		delete rpack_map[nodename];
+	}
+	else {
+		console.log(`Failed to remove component: ${nodename}`);
+	}
+}
+
+export async function save_as_component(node, version, author, prefix, nodename, packname, category) {
+	let component_name = nodename;
+
+	if(prefix) {
+		component_name = `${prefix}::${nodename}`;
+	}
+
+	let subgraph = app.graph.extra?.groupNodes?.[component_name];
+	if(!subgraph) {
+		subgraph = app.graph.extra?.groupNodes?.[getPureName(node)];
+	}
+
+	subgraph.version = version;
+	subgraph.author = author;
+	subgraph.datetime = Date.now();
+	subgraph.packname = packname;
+	subgraph.category = category;
+
+	let body =
+		{
+			name: component_name,
+			workflow: subgraph
+		};
+
+	pack_map[packname] = component_name;
+	rpack_map[component_name] = subgraph;
+
+	const res = await api.fetchApi('/manager/component/save', {
+			method: "POST",
+			headers: {
+				"Content-Type": "application/json",
+			},
+			body: JSON.stringify(body),
+		});
+
+	if(res.status == 200) {
+		storeGroupNode(component_name, subgraph);
+		const config = new GroupNodeConfig(component_name, subgraph);
+
+		let category = body.workflow.packname;
+		if(body.workflow.category) {
+			category += "/" + body.workflow.category;
+		}
+		if(category == '') {
+			category = 'components';
+		}
+
+		await config.registerType(category);
+
+		let path = await res.text();
+		show_message(`Component '${component_name}' is saved into:\n${path}`);
+	}
+	else
+		show_message(`Failed to save component.`);
+}
+
+async function import_component(component_name, component, mode) {
+	if(mode) {
+		let body =
+			{
+				name: component_name,
+				workflow: component
+			};
+
+		const res = await api.fetchApi('/manager/component/save', {
+						method: "POST",
+						headers: { "Content-Type": "application/json", },
+						body: JSON.stringify(body)
+					});
+	}
+
+	let category = component.packname;
+	if(component.category) {
+		category += "/" + component.category;
+	}
+	if(category == '') {
+		category = 'components';
+	}
+
+	storeGroupNode(component_name, component);
+	const config = new GroupNodeConfig(component_name, component);
+	await config.registerType(category);
+}
+
+function restore_to_loaded_component(component_name) {
+	if(rpack_map[component_name]) {
+		let component = rpack_map[component_name];
+		storeGroupNode(component_name, component, false);
+		const config = new GroupNodeConfig(component_name, component);
+		config.registerType(component.category);
+	}
+}
+
+// Using a timestamp prevents duplicate pastes and ensures the prevention of re-deletion of litegrapheditor_clipboard.
+let last_paste_timestamp = null;
+
+function versionCompare(v1, v2) {
+	let ver1;
+	let ver2;
+	if(v1 && v1 != '') {
+		ver1 = v1.split('.');
+		ver1[0] = parseInt(ver1[0]);
+		ver1[1] = parseInt(ver1[1]);
+		if(ver1.length == 2)
+			ver1.push(0);
+		else
+			ver1[2] = parseInt(ver2[2]);
+	}
+	else {
+		ver1 = [0,0,0];
+	}
+
+	if(v2 && v2 != '') {
+		ver2 = v2.split('.');
+		ver2[0] = parseInt(ver2[0]);
+		ver2[1] = parseInt(ver2[1]);
+		if(ver2.length == 2)
+			ver2.push(0);
+		else
+			ver2[2] = parseInt(ver2[2]);
+	}
+	else {
+		ver2 = [0,0,0];
+	}
+
+	if(ver1[0] > ver2[0])
+		return -1;
+	else if(ver1[0] < ver2[0])
+		return 1;
+
+	if(ver1[1] > ver2[1])
+		return -1;
+	else if(ver1[1] < ver2[1])
+		return 1;
+
+	if(ver1[2] > ver2[2])
+		return -1;
+	else if(ver1[2] < ver2[2])
+		return 1;
+
+	return 0;
+}
+
+function checkVersion(name, component) {
+	let msg = '';
+	if(rpack_map[name]) {
+		let old_version = rpack_map[name].version;
+		if(!old_version || old_version == '') {
+			msg = `  '${name}' Upgrade (V0.0 -> V${component.version})`;
+		}
+		else {
+			let c = versionCompare(old_version, component.version);
+			if(c < 0) {
+				msg = `  '${name}' Downgrade (V${old_version} -> V${component.version})`;
+			}
+			else if(c > 0) {
+				msg = `  '${name}' Upgrade (V${old_version} -> V${component.version})`;
+			}
+			else {
+				msg = `  '${name}' Same version (V${component.version})`;
+			}
+		}
+	}
+	else {
+		msg = `'${name}' NEW (V${component.version})`;
+	}
+
+	return msg;
+}
+
+function handle_import_components(components) {
+	let msg = 'Components:\n';
+	let cnt = 0;
+	for(let name in components) {
+		let component = components[name];
+		let v = checkVersion(name, component);
+
+		if(cnt < 10) {
+			msg += v + '\n';
+		}
+		else if (cnt == 10) {
+			msg += '...\n';
+		}
+		else {
+			// do nothing
+		}
+
+		cnt++;
+	}
+
+	let last_name = null;
+	msg += '\nWill you load components?\n';
+	if(confirm(msg)) {
+		let mode = confirm('\nWill you save components?\n(cancel=load without save)');
+
+		for(let name in components) {
+			let component = components[name];
+			import_component(name, component, mode);
+			last_name = name;
+		}
+
+		if(mode) {
+			show_message('Components are saved.');
+		}
+		else {
+			show_message('Components are loaded.');
+		}
+	}
+
+	if(cnt == 1 && last_name) {
+		const node = LiteGraph.createNode(`workflow/${last_name}`);
+		node.pos = [app.canvas.graph_mouse[0], app.canvas.graph_mouse[1]];
+		app.canvas.graph.add(node, false);
+	}
+}
+
+function handlePaste(e) {
+	let data = (e.clipboardData || window.clipboardData);
+	const items = data.items;
+	for(const item of items) {
+		if(item.kind == 'string' && item.type == 'text/plain') {
+			data = data.getData("text/plain");
+			try {
+				let json_data = JSON.parse(data);
+				if(json_data.kind == 'ComfyUI Components' && last_paste_timestamp != json_data.timestamp) {
+					last_paste_timestamp = json_data.timestamp;
+					handle_import_components(json_data.components);
+
+					// disable paste node
+					localStorage.removeItem("litegrapheditor_clipboard", null);
+				}
+				else {
+					console.log('This components are already pasted: ignored');
+				}
+			}
+			catch {
+				// nothing to do
+			}
+		}
+	}
+}
+
+document.addEventListener("paste", handlePaste);
+
+export class ComponentBuilderDialog extends ComfyDialog {
+	constructor() {
+		super();
+	}
+
+	clear() {
+		while (this.element.children.length) {
+			this.element.removeChild(this.element.children[0]);
+		}
+	}
+
+	show() {
+		this.invalidateControl();
+
+		this.element.style.display = "block";
+		this.element.style.zIndex = 10001;
+		this.element.style.width = "500px";
+		this.element.style.height = "480px";
+	}
+
+	invalidateControl() {
+		this.clear();
+
+		let self = this;
+
+		const close_button = $el("button", { id: "cm-close-button", type: "button", textContent: "Close", onclick: () => self.close() });
+		this.save_button = $el("button",
+					{ id: "cm-save-button", type: "button", textContent: "Save", onclick: () =>
+							{
+								save_as_component(self.target_node, self.version_string.value.trim(), self.author.value.trim(), self.node_prefix.value.trim(),
+												  self.getNodeName(), self.getPackName(), self.category.value.trim());
+							}
+					});
+
+		let default_nodename = getPureName(this.target_node).trim();
+
+		let groupNode = app.graph.extra.groupNodes[default_nodename];
+		let default_packname = groupNode.packname;
+		if(!default_packname) {
+			default_packname = '';
+		}
+
+		let default_category = groupNode.category;
+		if(!default_category) {
+			default_category = '';
+		}
+
+		this.default_ver = groupNode.version;
+		if(!this.default_ver) {
+			this.default_ver = '0.0';
+		}
+
+		let default_author = groupNode.author;
+		if(!default_author) {
+			default_author = '';
+		}
+
+		let delimiterIndex = default_nodename.indexOf('::');
+		let default_prefix = "";
+		if(delimiterIndex != -1) {
+			default_prefix = default_nodename.substring(0, delimiterIndex);
+			default_nodename = default_nodename.substring(delimiterIndex + 2);
+		}
+
+		if(!default_prefix) {
+			this.save_button.disabled = true;
+		}
+
+		this.pack_list = this.createPackListCombo();
+
+		let version_string = this.createLabeledInput('input version (e.g. 1.0)', '*Version : ',  this.default_ver);
+		this.version_string = version_string[1];
+		this.version_string.disabled = true;
+
+		let author = this.createLabeledInput('input author (e.g. Dr.Lt.Data)', 'Author : ',  default_author);
+		this.author = author[1];
+
+		let node_prefix = this.createLabeledInput('input node prefix (e.g. mypack)', '*Prefix : ',  default_prefix);
+		this.node_prefix = node_prefix[1];
+
+		let manual_nodename = this.createLabeledInput('input node name (e.g. MAKE_BASIC_PIPE)', 'Nodename : ', default_nodename);
+		this.manual_nodename = manual_nodename[1];
+
+		let manual_packname = this.createLabeledInput('input pack name (e.g. mypack)', 'Packname : ',  default_packname);
+		this.manual_packname = manual_packname[1];
+
+		let category = this.createLabeledInput('input category (e.g. util/pipe)', 'Category : ',  default_category);
+		this.category = category[1];
+
+		this.node_label = this.createNodeLabel();
+
+		let author_mode = this.createAuthorModeCheck();
+		this.author_mode = author_mode[0];
+
+		const content =
+				$el("div.comfy-modal-content",
+					[
+						$el("tr.cm-title", {}, [
+								$el("font", {size:6, color:"white"}, [`ComfyUI-Manager: Component Builder`])]
+							),
+						$el("br", {}, []),
+						$el("div.cm-menu-container",
+							[
+								author_mode[0],
+								author_mode[1],
+								category[0],
+								author[0],
+								node_prefix[0],
+								manual_nodename[0],
+								manual_packname[0],
+								version_string[0],
+								this.pack_list,
+								$el("br", {}, []),
+								this.node_label
+							]),
+
+						$el("br", {}, []),
+						this.save_button,
+						close_button,
+					]
+				);
+
+		content.style.width = '100%';
+		content.style.height = '100%';
+
+		this.element = $el("div.comfy-modal", { id:'cm-manager-dialog', parent: document.body }, [ content ]);
+	}
+
+	validateInput() {
+		let msg = "";
+
+		if(!isValidVersionString(this.version_string.value)) {
+			msg += 'Invalid version string: '+event.value+"\n";
+		}
+
+		if(this.node_prefix.value.trim() == '') {
+			msg += 'Node prefix cannot be empty\n';
+		}
+
+		if(this.manual_nodename.value.trim() == '') {
+			msg += 'Node name cannot be empty\n';
+		}
+
+		if(msg != '') {
+//			alert(msg);
+		}
+
+		this.save_button.disabled = msg != "";
+	}
+
+	getPackName() {
+		if(this.pack_list.selectedIndex == 0) {
+			return this.manual_packname.value.trim();
+		}
+
+		return this.pack_list.value.trim();
+	}
+
+	getNodeName() {
+		if(this.manual_nodename.value.trim() != '') {
+			return this.manual_nodename.value.trim();
+		}
+
+		return getPureName(this.target_node);
+	}
+
+	createAuthorModeCheck() {
+		let check = $el("input",{type:'checkbox', id:"author-mode"},[])
+		const check_label = $el("label",{for:"author-mode"},["Enable author mode"]);
+		check_label.style.color = "var(--fg-color)";
+		check_label.style.cursor = "pointer";
+		check.checked = false;
+
+		let self = this;
+		check.onchange = () => {
+			self.version_string.disabled = !check.checked;
+
+			if(!check.checked) {
+				self.version_string.value = self.default_ver;
+			}
+			else {
+				alert('If you are not the author, it is not recommended to change the version, as it may cause component update issues.');
+			}
+		};
+
+		return [check, check_label];
+	}
+
+	createNodeLabel() {
+		let label = $el('p');
+		label.className = 'cb-node-label';
+		if(this.target_node.comfyClass.includes('::'))
+			label.textContent = getPureName(this.target_node);
+		else
+			label.textContent = " _::" + getPureName(this.target_node);
+		return label;
+	}
+
+	createLabeledInput(placeholder, label, value) {
+		let textbox = $el('input.cb-widget-input', {type:'text', placeholder:placeholder, value:value}, []);
+
+		let self = this;
+		textbox.onchange = () => {
+			this.validateInput.call(self);
+			this.node_label.textContent = this.node_prefix.value + "::" + this.manual_nodename.value;
+		}
+		let row = $el('span.cb-widget', {}, [ $el('span.cb-widget-input-label', label), textbox]);
+
+		return [row, textbox];
+	}
+
+	createPackListCombo() {
+		let combo = document.createElement("select");
+		combo.className = "cb-widget";
+		let default_packname_option = { value: '##manual', text: 'Packname: Manual' };
+
+		combo.appendChild($el('option', default_packname_option, []));
+		for(let name in pack_map) {
+			combo.appendChild($el('option', { value: name, text: 'Packname: '+ name }, []));
+		}
+
+		let self = this;
+		combo.onchange = function () {
+			if(combo.selectedIndex == 0) {
+				self.manual_packname.disabled = false;
+			}
+			else {
+				self.manual_packname.disabled = true;
+			}
+		};
+
+		return combo;
+	}
+}
+
+let orig_handleFile = app.handleFile;
+
+function handleFile(file) {
+	if (file.name?.endsWith(".json") || file.name?.endsWith(".pack")) {
+		const reader = new FileReader();
+		reader.onload = async () => {
+			let is_component = false;
+			const jsonContent = JSON.parse(reader.result);
+			for(let name in jsonContent) {
+				let cand = jsonContent[name];
+				is_component = cand.datetime && cand.version;
+				break;
+			}
+
+			if(is_component) {
+				handle_import_components(jsonContent);
+			}
+			else {
+				orig_handleFile.call(app, file);
+			}
+		};
+		reader.readAsText(file);
+
+		return;
+	}
+
+	orig_handleFile.call(app, file);
+}
+
+app.handleFile = handleFile;
+
+let current_component_policy = 'workflow';
+try {
+	api.fetchApi('/manager/component/policy')
+		.then(response => response.text())
+		.then(data => { current_component_policy = data; });
+}
+catch {}
+
+function getChangedVersion(groupNodes) {
+	if(!Object.keys(pack_map).length || !groupNodes)
+		return null;
+
+	let res = {};
+	for(let component_name in groupNodes) {
+		let data = groupNodes[component_name];
+
+		if(rpack_map[component_name]) {
+			let v = versionCompare(data.version, rpack_map[component_name].version);
+			res[component_name] = v;
+		}
+	}
+
+	return res;
+}
+
+const loadGraphData = app.loadGraphData;
+app.loadGraphData = async function () {
+	if(arguments.length == 0)
+		return await loadGraphData.apply(this, arguments);
+
+	let graphData = arguments[0];
+	let groupNodes = graphData.extra?.groupNodes;
+	let res = getChangedVersion(groupNodes);
+
+	if(res) {
+		let target_components = null;
+		switch(current_component_policy) {
+		case 'higher':
+			target_components = Object.keys(res).filter(key => res[key] == 1);
+			break;
+
+		case 'mine':
+			target_components = Object.keys(res);
+			break;
+
+		default:
+			// do nothing
+		}
+
+		if(target_components) {
+			for(let i in target_components) {
+				let component_name = target_components[i];
+				let component = rpack_map[component_name];
+				if(component && graphData.extra?.groupNodes) {
+					graphData.extra.groupNodes[component_name] = component;
+				}
+			}
+		}
+	}
+	else {
+		console.log('Empty components: policy ignored');
+	}
+
+	arguments[0] = graphData;
+	return await loadGraphData.apply(this, arguments);
+};
+
+export function set_component_policy(v) {
+	current_component_policy = v;
+}
+
+let graphToPrompt = app.graphToPrompt;
+app.graphToPrompt = async function () {
+	let p = await graphToPrompt.call(app);
+	try {
+		let groupNodes = p.workflow.extra?.groupNodes;
+		if(groupNodes) {
+			p.workflow.extra = { ... p.workflow.extra};
+
+			// get used group nodes
+			let used_group_nodes = new Set();
+			for(let node of p.workflow.nodes) {
+				if(node.type.startsWith('workflow/')) {
+					used_group_nodes.add(node.type.substring(9));
+				}
+			}
+
+			// remove unused group nodes
+			let new_groupNodes = {};
+			for (let key in p.workflow.extra.groupNodes) {
+				if (used_group_nodes.has(key)) {
+					new_groupNodes[key] = p.workflow.extra.groupNodes[key];
+				}
+			}
+			p.workflow.extra.groupNodes = new_groupNodes;
+		}
+	}
+	catch(e) {
+		console.log(`Failed to filtering group nodes: ${e}`);
+	}
+
+	return p;
+}