Instructions to use mhnakif/comfy2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use mhnakif/comfy2 with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("mhnakif/comfy2", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
| import logging | |
| import os | |
| import shutil | |
| from app.logger import log_startup_warning | |
| from utils.install_util import get_missing_requirements_message | |
| from filelock import FileLock, Timeout | |
| from comfy.cli_args import args | |
| _DB_AVAILABLE = False | |
| Session = None | |
| try: | |
| from alembic import command | |
| from alembic.config import Config | |
| from alembic.runtime.migration import MigrationContext | |
| from alembic.script import ScriptDirectory | |
| from sqlalchemy import create_engine, event | |
| from sqlalchemy.orm import sessionmaker | |
| from sqlalchemy.pool import StaticPool | |
| from app.database.models import Base | |
| import app.assets.database.models # noqa: F401 — register models with Base.metadata | |
| _DB_AVAILABLE = True | |
| except ImportError as e: | |
| log_startup_warning( | |
| f""" | |
| ------------------------------------------------------------------------ | |
| Error importing dependencies: {e} | |
| {get_missing_requirements_message()} | |
| This error is happening because ComfyUI now uses a local sqlite database. | |
| ------------------------------------------------------------------------ | |
| """.strip() | |
| ) | |
| def dependencies_available(): | |
| """ | |
| Temporary function to check if the dependencies are available | |
| """ | |
| return _DB_AVAILABLE | |
| def can_create_session(): | |
| """ | |
| Temporary function to check if the database is available to create a session | |
| During initial release there may be environmental issues (or missing dependencies) that prevent the database from being created | |
| """ | |
| return dependencies_available() and Session is not None | |
| def get_alembic_config(): | |
| root_path = os.path.join(os.path.dirname(__file__), "../..") | |
| config_path = os.path.abspath(os.path.join(root_path, "alembic.ini")) | |
| scripts_path = os.path.abspath(os.path.join(root_path, "alembic_db")) | |
| config = Config(config_path) | |
| config.set_main_option("script_location", scripts_path) | |
| config.set_main_option("sqlalchemy.url", args.database_url) | |
| return config | |
| def get_db_path(): | |
| url = args.database_url | |
| if url.startswith("sqlite:///"): | |
| return url.split("///")[1] | |
| else: | |
| raise ValueError(f"Unsupported database URL '{url}'.") | |
| _db_lock = None | |
| def _acquire_file_lock(db_path): | |
| """Acquire an OS-level file lock to prevent multi-process access. | |
| Uses filelock for cross-platform support (macOS, Linux, Windows). | |
| The OS automatically releases the lock when the process exits, even on crashes. | |
| """ | |
| global _db_lock | |
| lock_path = db_path + ".lock" | |
| _db_lock = FileLock(lock_path) | |
| try: | |
| _db_lock.acquire(timeout=0) | |
| except Timeout: | |
| raise RuntimeError( | |
| f"Could not acquire lock on database '{db_path}'. " | |
| "Another ComfyUI process may already be using it. " | |
| "Use --database-url to specify a separate database file." | |
| ) | |
| def _is_memory_db(db_url): | |
| """Check if the database URL refers to an in-memory SQLite database.""" | |
| return db_url in ("sqlite:///:memory:", "sqlite://") | |
| def init_db(): | |
| db_url = args.database_url | |
| logging.debug(f"Database URL: {db_url}") | |
| if _is_memory_db(db_url): | |
| _init_memory_db(db_url) | |
| else: | |
| _init_file_db(db_url) | |
| def _init_memory_db(db_url): | |
| """Initialize an in-memory SQLite database using metadata.create_all. | |
| Alembic migrations don't work with in-memory SQLite because each | |
| connection gets its own separate database — tables created by Alembic's | |
| internal connection are lost immediately. | |
| """ | |
| engine = create_engine( | |
| db_url, | |
| poolclass=StaticPool, | |
| connect_args={"check_same_thread": False}, | |
| ) | |
| def set_sqlite_pragma(dbapi_connection, connection_record): | |
| cursor = dbapi_connection.cursor() | |
| cursor.execute("PRAGMA foreign_keys=ON") | |
| cursor.close() | |
| Base.metadata.create_all(engine) | |
| global Session | |
| Session = sessionmaker(bind=engine) | |
| def _init_file_db(db_url): | |
| """Initialize a file-backed SQLite database using Alembic migrations.""" | |
| db_path = get_db_path() | |
| db_exists = os.path.exists(db_path) | |
| config = get_alembic_config() | |
| # Check if we need to upgrade | |
| engine = create_engine(db_url) | |
| # Enable foreign key enforcement for SQLite | |
| def set_sqlite_pragma(dbapi_connection, connection_record): | |
| cursor = dbapi_connection.cursor() | |
| cursor.execute("PRAGMA foreign_keys=ON") | |
| cursor.close() | |
| conn = engine.connect() | |
| context = MigrationContext.configure(conn) | |
| current_rev = context.get_current_revision() | |
| script = ScriptDirectory.from_config(config) | |
| target_rev = script.get_current_head() | |
| if target_rev is None: | |
| logging.warning("No target revision found.") | |
| elif current_rev != target_rev: | |
| # Backup the database pre upgrade | |
| backup_path = db_path + ".bkp" | |
| if db_exists: | |
| shutil.copy(db_path, backup_path) | |
| else: | |
| backup_path = None | |
| try: | |
| command.upgrade(config, target_rev) | |
| logging.info(f"Database upgraded from {current_rev} to {target_rev}") | |
| except Exception as e: | |
| if backup_path: | |
| # Restore the database from backup if upgrade fails | |
| shutil.copy(backup_path, db_path) | |
| os.remove(backup_path) | |
| logging.exception("Error upgrading database: ") | |
| raise e | |
| # Acquire an OS-level file lock after migrations are complete. | |
| # Alembic uses its own connection, so we must wait until it's done | |
| # before locking — otherwise our own lock blocks the migration. | |
| conn.close() | |
| _acquire_file_lock(db_path) | |
| global Session | |
| Session = sessionmaker(bind=engine) | |
| def create_session(): | |
| return Session() | |