launch.py

#!/usr/bin/env python

import os
import sys
import time
import shlex
import subprocess
from functools import lru_cache
import installer


debug_install = installer.log.debug if os.environ.get('SD_INSTALL_DEBUG', None) is not None else lambda *args, **kwargs: None
commandline_args = os.environ.get('COMMANDLINE_ARGS', "")
sys.argv += shlex.split(commandline_args)
args = None
parser = None
script_path = None
extensions_dir = None
git = os.environ.get('GIT', "git")
index_url = os.environ.get('INDEX_URL', "")
stored_commit_hash = None
dir_repos = "repositories"
python = sys.executable # used by some extensions to run python
skip_install = False # parsed by some extensions


def init_args():
    global parser, args # pylint: disable=global-statement
    import modules.cmd_args
    parser = modules.cmd_args.parser
    installer.add_args(parser)
    args, _ = parser.parse_known_args()


def init_paths():
    global script_path, extensions_dir # pylint: disable=global-statement
    import modules.paths
    modules.paths.register_paths()
    script_path = modules.paths.script_path
    extensions_dir = modules.paths.extensions_dir


def get_custom_args():
    custom = {}
    for arg in vars(args):
        default = parser.get_default(arg)
        current = getattr(args, arg)
        if current != default:
            custom[arg] = getattr(args, arg)
    installer.log.info(f'Command line args: {sys.argv[1:]} {installer.print_dict(custom)}')
    if os.environ.get('SD_ENV_DEBUG', None) is not None:
        env = os.environ.copy()
        if 'PATH' in env:
            del env['PATH']
        if 'PS1' in env:
            del env['PS1']
        installer.log.trace(f'Environment: {installer.print_dict(env)}')
    else:
        env = [f'{k}={v}' for k, v in os.environ.items() if k.startswith('SD_')]
        installer.log.debug(f'Env flags: {env}')


@lru_cache()
def commit_hash(): # compatbility function
    global stored_commit_hash # pylint: disable=global-statement
    if stored_commit_hash is not None:
        return stored_commit_hash
    try:
        stored_commit_hash = run(f"{git} rev-parse HEAD").strip()
    except Exception:
        stored_commit_hash = "<none>"
    return stored_commit_hash


@lru_cache()
def run(command, desc=None, errdesc=None, custom_env=None, live=False): # compatbility function
    if desc is not None:
        installer.log.info(desc)
    if live:
        result = subprocess.run(command, check=False, shell=True, env=os.environ if custom_env is None else custom_env)
        if result.returncode != 0:
            raise RuntimeError(f"""{errdesc or 'Error running command'} Command: {command} Error code: {result.returncode}""")
        return ''
    result = subprocess.run(command, stdout=subprocess.PIPE, check=False, stderr=subprocess.PIPE, shell=True, env=os.environ if custom_env is None else custom_env)
    if result.returncode != 0:
        raise RuntimeError(f"""{errdesc or 'Error running command'}: {command} code: {result.returncode}
{result.stdout.decode(encoding="utf8", errors="ignore") if len(result.stdout)>0 else ''}
{result.stderr.decode(encoding="utf8", errors="ignore") if len(result.stderr)>0 else ''}
""")
    return result.stdout.decode(encoding="utf8", errors="ignore")


def check_run(command): # compatbility function
    result = subprocess.run(command, check=False, stdout=subprocess.PIPE, stderr=subprocess.PIPE, shell=True)
    return result.returncode == 0


@lru_cache()
def is_installed(package): # compatbility function
    return installer.installed(package)


@lru_cache()
def repo_dir(name): # compatbility function
    return os.path.join(script_path, dir_repos, name)


@lru_cache()
def run_python(code, desc=None, errdesc=None): # compatbility function
    return run(f'"{sys.executable}" -c "{code}"', desc, errdesc)


@lru_cache()
def run_pip(pkg, desc=None): # compatbility function
    forbidden = ['onnxruntime', 'opencv-python']
    if desc is None:
        desc = pkg
    for f in forbidden:
        if f in pkg:
            debug_install('Blocked package installation: package={f}')
            return True
    index_url_line = f' --index-url {index_url}' if index_url != '' else ''
    return run(f'"{sys.executable}" -m pip {pkg} --prefer-binary{index_url_line}', desc=f"Installing {desc}", errdesc=f"Couldn't install {desc}")


@lru_cache()
def check_run_python(code): # compatbility function
    return check_run(f'"{sys.executable}" -c "{code}"')


def git_clone(url, tgt, _name, commithash=None): # compatbility function
    installer.clone(url, tgt, commithash)


def run_extension_installer(ext_dir): # compatbility function
    installer.run_extension_installer(ext_dir)


def get_memory_stats():
    import psutil
    def gb(val: float):
        return round(val / 1024 / 1024 / 1024, 2)
    process = psutil.Process(os.getpid())
    res = process.memory_info()
    ram_total = 100 * res.rss / process.memory_percent()
    return f'{gb(res.rss)}/{gb(ram_total)}'


def start_server(immediate=True, server=None):
    if args.profile:
        import cProfile
        pr = cProfile.Profile()
        pr.enable()
    import gc
    import importlib.util
    collected = 0
    if server is not None:
        server = None
        collected = gc.collect()
    if not immediate:
        time.sleep(3)
    if collected > 0:
        installer.log.debug(f'Memory: {get_memory_stats()} collected={collected}')
    module_spec = importlib.util.spec_from_file_location('webui', 'webui.py')
    server = importlib.util.module_from_spec(module_spec)
    installer.log.debug(f'Starting module: {server}')
    get_custom_args()
    module_spec.loader.exec_module(server)
    uvicorn = None
    if args.test:
        installer.log.info("Test only")
        installer.log.critical('Logging: level=critical')
        installer.log.error('Logging: level=error')
        installer.log.warning('Logging: level=warning')
        installer.log.info('Logging: level=info')
        installer.log.debug('Logging: level=debug')
        installer.log.trace('Logging: level=trace')
        server.wants_restart = False
    else:
        if args.api_only:
            uvicorn = server.api_only()
        else:
            uvicorn = server.webui(restart=not immediate)
    if args.profile:
        pr.disable()
        installer.print_profile(pr, 'WebUI')
    return uvicorn, server


def main():
    global args # pylint: disable=global-statement
    installer.ensure_base_requirements()
    init_args() # setup argparser and default folders
    installer.args = args
    installer.setup_logging()
    installer.log.info('Starting SD.Next')
    installer.get_logfile()
    try:
        sys.excepthook = installer.custom_excepthook
    except Exception:
        pass
    installer.read_options()
    if args.skip_all:
        args.quick = True
    installer.check_python()
    if args.reset:
        installer.git_reset()
    if args.skip_git:
        installer.log.info('Skipping GIT operations')
    installer.check_version()
    installer.log.info(f'Platform: {installer.print_dict(installer.get_platform())}')
    if not args.skip_env:
        installer.set_environment()
    if args.uv:
        installer.install("uv", "uv")
    installer.check_torch()
    installer.check_onnx()
    installer.check_torchao()
    installer.check_diffusers()
    installer.check_modified_files()
    if args.reinstall:
        installer.log.info('Forcing reinstall of all packages')
        installer.quick_allowed = False
    if args.skip_all:
        installer.log.info('Startup: skip all')
        installer.quick_allowed = True
        init_paths()
    else:
        installer.install_requirements()
        installer.install_packages()
        if installer.check_timestamp():
            installer.log.info('Startup: quick launch')
            init_paths()
            installer.check_extensions()
        else:
            installer.log.info('Startup: standard')
            installer.install_submodules()
            init_paths()
            installer.install_extensions()
            installer.install_requirements() # redo requirements since extensions may change them
            installer.update_wiki()
            if installer.errors == 0:
                installer.log.debug(f'Setup complete without errors: {round(time.time())}')
            else:
                installer.log.warning(f'Setup complete with errors: {installer.errors}')
                installer.log.warning(f'See log file for more details: {installer.log_file}')
    installer.extensions_preload(parser) # adds additional args from extensions
    args = installer.parse_args(parser)

    uv, instance = start_server(immediate=True, server=None)
    while True:
        try:
            alive = uv.thread.is_alive()
            requests = uv.server_state.total_requests if hasattr(uv, 'server_state') else 0
        except Exception:
            alive = False
            requests = 0
        if round(time.time()) % 120 == 0:
            state = f'job="{instance.state.job}" {instance.state.job_no}/{instance.state.job_count}' if instance.state.job != '' or instance.state.job_no != 0 or instance.state.job_count != 0 else 'idle'
            uptime = round(time.time() - instance.state.server_start)
            installer.log.debug(f'Server: alive={alive} jobs={instance.state.total_jobs} requests={requests} uptime={uptime} memory={get_memory_stats()} backend={instance.backend} state={state}')
        if not alive:
            if uv is not None and uv.wants_restart:
                installer.log.info('Server restarting...')
                uv, instance = start_server(immediate=False, server=instance)
            else:
                installer.log.info('Exiting...')
                break
        time.sleep(1)


if __name__ == "__main__":
    main()