#!/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"""