#!/usr/bin/env python3 # -*- coding:utf-8 -*- ### # File: __init__.py # Project: comfy_mtb # Author: Mel Massadian # Copyright (c) 2023 Mel Massadian # ### import os # todo: don't override this if the user has that setup already os.environ["TF_FORCE_GPU_ALLOW_GROWTH"] = "true" os.environ["TF_GPU_ALLOCATOR"] = "cuda_malloc_async" import traceback from .log import log, blue_text, cyan_text, get_summary, get_label from .utils import here from .utils import comfy_dir import importlib import os import ast import json NODE_CLASS_MAPPINGS = {} NODE_DISPLAY_NAME_MAPPINGS = {} NODE_CLASS_MAPPINGS_DEBUG = {} __version__ = "0.1.4" def extract_nodes_from_source(filename): source_code = "" with open(filename, "r") as file: source_code = file.read() nodes = [] try: parsed = ast.parse(source_code) for node in ast.walk(parsed): if isinstance(node, ast.Assign) and len(node.targets) == 1: target = node.targets[0] if isinstance(target, ast.Name) and target.id == "__nodes__": value = ast.get_source_segment(source_code, node.value) node_value = ast.parse(value).body[0].value if isinstance(node_value, (ast.List, ast.Tuple)): nodes.extend( element.id for element in node_value.elts if isinstance(element, ast.Name) ) break except SyntaxError: log.error("Failed to parse") return nodes def load_nodes(): errors = [] nodes = [] nodes_failed = [] for filename in (here / "nodes").iterdir(): if filename.suffix == ".py": module_name = filename.stem try: module = importlib.import_module( f".nodes.{module_name}", package=__package__ ) _nodes = getattr(module, "__nodes__") nodes.extend(_nodes) log.debug(f"Imported {module_name} nodes") except AttributeError: pass # wip nodes except Exception: error_message = traceback.format_exc().splitlines()[-1] errors.append( f"Failed to import module {module_name} because {error_message}" ) # Read __nodes__ variable from the source file nodes_failed.extend(extract_nodes_from_source(filename)) if errors: log.info( f"Some nodes failed to load:\n\t" + "\n\t".join(errors) + "\n\n" + "Check that you properly installed the dependencies.\n" + "If you think this is a bug, please report it on the github page (https://github.com/melMass/comfy_mtb/issues)" ) return (nodes, nodes_failed) # - REGISTER WEB EXTENSIONS web_extensions_root = comfy_dir / "web" / "extensions" web_mtb = web_extensions_root / "mtb" if web_mtb.exists(): log.debug(f"Web extensions folder found at {web_mtb}") if not os.path.islink(web_mtb.as_posix()): log.warn( f"Web extensions folder at {web_mtb} is not a symlink, if updating please delete it before" ) elif web_extensions_root.exists(): web_tgt = here / "web" src = web_tgt.as_posix() dst = web_mtb.as_posix() try: if os.name == "nt": import _winapi _winapi.CreateJunction(src, dst) else: os.symlink(web_tgt.as_posix(), web_mtb.as_posix()) except OSError: log.warn(f"Failed to create symlink to {web_mtb}, trying to copy it") try: import shutil shutil.copytree(web_tgt, web_mtb) log.info(f"Successfully copied {web_tgt} to {web_mtb}") except Exception as e: log.warn( f"Failed to symlink and copy {web_tgt} to {web_mtb}. Please copy the folder manually." ) log.warn(e) except Exception as e: log.warn( f"Failed to create symlink to {web_mtb}. Please copy the folder manually." ) log.warn(e) else: log.warn( f"Comfy root probably not found automatically, please copy the folder {web_mtb} manually in the web/extensions folder of ComfyUI" ) # - REGISTER NODES nodes, failed = load_nodes() for node_class in nodes: class_name = node_class.__name__ node_label = f"{get_label(class_name)} (mtb)" NODE_CLASS_MAPPINGS[node_label] = node_class NODE_DISPLAY_NAME_MAPPINGS[class_name] = node_label NODE_CLASS_MAPPINGS_DEBUG[node_label] = node_class.__doc__ # TODO: I removed this, I find it more convenient to write without spaces, but it breaks every of my workflows # TODO (cont): and until I find a way to automate the conversion, I'll leave it like this if os.environ.get("MTB_EXPORT"): with open(here / "node_list.json", "w") as f: f.write( json.dumps( { k: NODE_CLASS_MAPPINGS_DEBUG[k] for k in sorted(NODE_CLASS_MAPPINGS_DEBUG.keys()) }, indent=4, ) ) log.info( f"Loaded the following nodes:\n\t" + "\n\t".join( f"{cyan_text(k)}: {blue_text(get_summary(doc)) if doc else '-'}" for k, doc in NODE_CLASS_MAPPINGS_DEBUG.items() ) ) # - ENDPOINT from server import PromptServer from .log import log from aiohttp import web from importlib import reload import logging from .endpoint import endlog if hasattr(PromptServer, "instance"): restore_deps = ["basicsr"] swap_deps = ["insightface", "onnxruntime"] node_dependency_mapping = { "FaceSwap": swap_deps, "LoadFaceSwapModel": swap_deps, "LoadFaceAnalysisModel": restore_deps, } @PromptServer.instance.routes.get("/mtb/status") async def get_full_library(request): from . import endpoint reload(endpoint) endlog.debug("Getting node registration status") # Check if the request prefers HTML content if "text/html" in request.headers.get("Accept", ""): # # Return an HTML page html_response = endpoint.render_table( NODE_CLASS_MAPPINGS_DEBUG, title="Registered" ) html_response += endpoint.render_table( { k: {"dependencies": node_dependency_mapping.get(k)} if node_dependency_mapping.get(k) else "-" for k in failed }, title="Failed to load", ) return web.Response( text=endpoint.render_base_template("MTB", html_response), content_type="text/html", ) return web.json_response( { "registered": NODE_CLASS_MAPPINGS_DEBUG, "failed": failed, } ) @PromptServer.instance.routes.post("/mtb/debug") async def set_debug(request): json_data = await request.json() enabled = json_data.get("enabled") if enabled: os.environ["MTB_DEBUG"] = "true" log.setLevel(logging.DEBUG) log.debug("Debug mode set from API (/mtb/debug POST route)") elif "MTB_DEBUG" in os.environ: # del os.environ["MTB_DEBUG"] os.environ.pop("MTB_DEBUG") log.setLevel(logging.INFO) return web.json_response( {"message": f"Debug mode {'set' if enabled else 'unset'}"} ) @PromptServer.instance.routes.get("/mtb") async def get_home(request): from . import endpoint reload(endpoint) # Check if the request prefers HTML content if "text/html" in request.headers.get("Accept", ""): # # Return an HTML page html_response = """ """ return web.Response( text=endpoint.render_base_template("MTB", html_response), content_type="text/html", ) # Return JSON for other requests return web.json_response({"message": "Welcome to MTB!"}) @PromptServer.instance.routes.get("/mtb/debug") async def get_debug(request): from . import endpoint reload(endpoint) enabled = "MTB_DEBUG" in os.environ # Check if the request prefers HTML content if "text/html" in request.headers.get("Accept", ""): # # Return an HTML page html_response = f"""

MTB Debug Status: {'Enabled' if enabled else 'Disabled'}

""" return web.Response( text=endpoint.render_base_template("Debug", html_response), content_type="text/html", ) # Return JSON for other requests return web.json_response({"enabled": enabled}) @PromptServer.instance.routes.get("/mtb/actions") async def no_route(request): from . import endpoint if "text/html" in request.headers.get("Accept", ""): html_response = """

Actions has no get for now...

""" return web.Response( text=endpoint.render_base_template("Actions", html_response), content_type="text/html", ) return web.json_response({"message": "actions has no get for now"}) @PromptServer.instance.routes.post("/mtb/actions") async def do_action(request): from . import endpoint reload(endpoint) return await endpoint.do_action(request) # - WAS Dictionary MANIFEST = { "name": "MTB Nodes", # The title that will be displayed on Node Class menu,. and Node Class view "version": (0, 1, 0), # Version of the custom_node or sub module "author": "Mel Massadian", # Author or organization of the custom_node or sub module "project": "https://github.com/melMass/comfy_mtb", # The address that the `name` value will link to on Node Class Views "description": "Set of nodes that enhance your animation workflow and provide a range of useful tools including features such as manipulating bounding boxes, perform color corrections, swap faces in images, interpolate frames for smooth animation, export to ProRes format, apply various image operations, work with latent spaces, generate QR codes, and create normal and height maps for textures.", }