stable-diffusion-webui/launch.py

# this scripts installs necessary requirements and launches main program in webui.py
import subprocess
import os
import sys
import importlib.util
import shlex
import platform
import argparse
import json

dir_repos = "repositories"
dir_extensions = "extensions"
python = sys.executable
git = os.environ.get('GIT', "git")
index_url = os.environ.get('INDEX_URL', "")


def extract_arg(args, name):
    return [x for x in args if x != name], name in args


def extract_opt(args, name):
    opt = None
    is_present = False
    if name in args:
        is_present = True
        idx = args.index(name)
        del args[idx]
        if idx < len(args) and args[idx][0] != "-":
            opt = args[idx]
            del args[idx]
    return args, is_present, opt


def run(command, desc=None, errdesc=None, custom_env=None):
    if desc is not None:
        print(desc)

    result = subprocess.run(command, stdout=subprocess.PIPE, stderr=subprocess.PIPE, shell=True, env=os.environ if custom_env is None else custom_env)

    if result.returncode != 0:

        message = f"""{errdesc or 'Error running command'}.
Command: {command}
Error code: {result.returncode}
stdout: {result.stdout.decode(encoding="utf8", errors="ignore") if len(result.stdout)>0 else '<empty>'}
stderr: {result.stderr.decode(encoding="utf8", errors="ignore") if len(result.stderr)>0 else '<empty>'}
"""
        raise RuntimeError(message)

    return result.stdout.decode(encoding="utf8", errors="ignore")


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


def is_installed(package):
    try:
        spec = importlib.util.find_spec(package)
    except ModuleNotFoundError:
        return False

    return spec is not None


def repo_dir(name):
    return os.path.join(dir_repos, name)


def run_python(code, desc=None, errdesc=None):
    return run(f'"{python}" -c "{code}"', desc, errdesc)


def run_pip(args, desc=None):
    index_url_line = f' --index-url {index_url}' if index_url != '' else ''
    return run(f'"{python}" -m pip {args} --prefer-binary{index_url_line}', desc=f"Installing {desc}", errdesc=f"Couldn't install {desc}")


def check_run_python(code):
    return check_run(f'"{python}" -c "{code}"')


def git_clone(url, dir, name, commithash=None):
    # TODO clone into temporary dir and move if successful

    if os.path.exists(dir):
        if commithash is None:
            return

        current_hash = run(f'"{git}" -C {dir} rev-parse HEAD', None, f"Couldn't determine {name}'s hash: {commithash}").strip()
        if current_hash == commithash:
            return

        run(f'"{git}" -C {dir} fetch', f"Fetching updates for {name}...", f"Couldn't fetch {name}")
        run(f'"{git}" -C {dir} checkout {commithash}', f"Checking out commit for {name} with hash: {commithash}...", f"Couldn't checkout commit {commithash} for {name}")
        return

    run(f'"{git}" clone "{url}" "{dir}"', f"Cloning {name} into {dir}...", f"Couldn't clone {name}")

    if commithash is not None:
        run(f'"{git}" -C {dir} checkout {commithash}', None, "Couldn't checkout {name}'s hash: {commithash}")

        
def version_check(commit):
    try:
        import requests
        commits = requests.get('https://api.github.com/repos/AUTOMATIC1111/stable-diffusion-webui/branches/master').json()
        if commit != "<none>" and commits['commit']['sha'] != commit:
            print("--------------------------------------------------------")
            print("| You are not up to date with the most recent release. |")
            print("| Consider running `git pull` to update.               |")
            print("--------------------------------------------------------")
        elif commits['commit']['sha'] == commit:
            print("You are up to date with the most recent release.")
        else:
            print("Not a git clone, can't perform version check.")
    except Exception as e:
        print("version check failed", e)


def run_extension_installer(extension_dir):
    path_installer = os.path.join(extension_dir, "install.py")
    if not os.path.isfile(path_installer):
        return

    try:
        env = os.environ.copy()
        env['PYTHONPATH'] = os.path.abspath(".")

        print(run(f'"{python}" "{path_installer}"', errdesc=f"Error running install.py for extension {extension_dir}", custom_env=env))
    except Exception as e:
        print(e, file=sys.stderr)


def list_extensions(settings_file):
    settings = {}

    try:
        if os.path.isfile(settings_file):
            with open(settings_file, "r", encoding="utf8") as file:
                settings = json.load(file)
    except Exception as e:
        print(e, file=sys.stderr)

    disabled_extensions = set(settings.get('disabled_extensions', []))

    return [x for x in os.listdir(dir_extensions) if x not in disabled_extensions]


def run_extensions_installers(settings_file):
    if not os.path.isdir(dir_extensions):
        return

    for dirname_extension in list_extensions(settings_file):
        run_extension_installer(os.path.join(dir_extensions, dirname_extension))


def prepare_enviroment():
    torch_command = os.environ.get('TORCH_COMMAND', "pip install torch==1.12.1+cu113 torchvision==0.13.1+cu113 --extra-index-url https://download.pytorch.org/whl/cu113")
    requirements_file = os.environ.get('REQS_FILE', "requirements_versions.txt")
    commandline_args = os.environ.get('COMMANDLINE_ARGS', "")

    gfpgan_package = os.environ.get('GFPGAN_PACKAGE', "git+https://github.com/TencentARC/GFPGAN.git@8d2447a2d918f8eba5a4a01463fd48e45126a379")
    clip_package = os.environ.get('CLIP_PACKAGE', "git+https://github.com/openai/CLIP.git@d50d76daa670286dd6cacf3bcd80b5e4823fc8e1")
    openclip_package = os.environ.get('OPENCLIP_PACKAGE', "git+https://github.com/mlfoundations/open_clip.git@bb6e834e9c70d9c27d0dc3ecedeebeaeb1ffad6b")

    xformers_windows_package = os.environ.get('XFORMERS_WINDOWS_PACKAGE', 'https://github.com/C43H66N12O12S2/stable-diffusion-webui/releases/download/f/xformers-0.0.14.dev0-cp310-cp310-win_amd64.whl')

    stable_diffusion_repo = os.environ.get('STABLE_DIFFUSION_REPO', "https://github.com/Stability-AI/stablediffusion.git")
    taming_transformers_repo = os.environ.get('TAMING_TRANSFORMERS_REPO', "https://github.com/CompVis/taming-transformers.git")
    k_diffusion_repo = os.environ.get('K_DIFFUSION_REPO', 'https://github.com/crowsonkb/k-diffusion.git')
    codeformer_repo = os.environ.get('CODEFORMER_REPO', 'https://github.com/sczhou/CodeFormer.git')
    blip_repo = os.environ.get('BLIP_REPO', 'https://github.com/salesforce/BLIP.git')

    stable_diffusion_commit_hash = os.environ.get('STABLE_DIFFUSION_COMMIT_HASH', "47b6b607fdd31875c9279cd2f4f16b92e4ea958e")
    taming_transformers_commit_hash = os.environ.get('TAMING_TRANSFORMERS_COMMIT_HASH', "24268930bf1dce879235a7fddd0b2355b84d7ea6")
    k_diffusion_commit_hash = os.environ.get('K_DIFFUSION_COMMIT_HASH', "5b3af030dd83e0297272d861c19477735d0317ec")
    codeformer_commit_hash = os.environ.get('CODEFORMER_COMMIT_HASH', "c5b4593074ba6214284d6acd5f1719b6c5d739af")
    blip_commit_hash = os.environ.get('BLIP_COMMIT_HASH', "48211a1594f1321b00f14c9f7a5b4813144b2fb9")

    sys.argv += shlex.split(commandline_args)

    parser = argparse.ArgumentParser()
    parser.add_argument("--ui-settings-file", type=str, help="filename to use for ui settings", default='config.json')
    args, _ = parser.parse_known_args(sys.argv)

    sys.argv, skip_torch_cuda_test = extract_arg(sys.argv, '--skip-torch-cuda-test')
    sys.argv, reinstall_xformers = extract_arg(sys.argv, '--reinstall-xformers')
    sys.argv, update_check = extract_arg(sys.argv, '--update-check')
    sys.argv, run_tests, test_dir = extract_opt(sys.argv, '--tests')
    xformers = '--xformers' in sys.argv
    ngrok = '--ngrok' in sys.argv

    if platform.system() == 'Darwin':
        os.environ["PYTORCH_ENABLE_MPS_FALLBACK"] = "1"
        torch_command = os.environ.get('TORCH_COMMAND', "pip install torch==1.12.1 torchvision==0.13.1")
        k_diffusion_repo = os.environ.get('K_DIFFUSION_REPO', 'https://github.com/brkirch/k-diffusion.git')
        k_diffusion_commit_hash = os.environ.get('K_DIFFUSION_COMMIT_HASH', "51c9778f269cedb55a4d88c79c0246d35bdadb71")
        if os.environ.get('COMMANDLINE_ARGS') == None:
            if '--use-cpu' in sys.argv:
                idx = sys.argv.index('--use-cpu')
                if idx < len(sys.argv) and sys.argv[idx+1][0] != '-':
                    sys.argv.insert(idx+1, 'interrogate')
            else:
                sys.argv += ['--use-cpu', 'interrogate']
            sys.argv.append('--no-half')

    try:
        commit = run(f"{git} rev-parse HEAD").strip()
    except Exception:
        commit = "<none>"

    print(f"Python {sys.version}")
    print(f"Commit hash: {commit}")
    
    if not is_installed("torch") or not is_installed("torchvision"):
        run(f'"{python}" -m {torch_command}', "Installing torch and torchvision", "Couldn't install torch")

    if not skip_torch_cuda_test and platform.system() != 'Darwin':
        run_python("import torch; assert torch.cuda.is_available(), 'Torch is not able to use GPU; add --skip-torch-cuda-test to COMMANDLINE_ARGS variable to disable this check'")

    if not is_installed("gfpgan"):
        run_pip(f"install {gfpgan_package}", "gfpgan")

    if not is_installed("clip"):
        run_pip(f"install {clip_package}", "clip")

    if not is_installed("open_clip"):
        run_pip(f"install {openclip_package}", "open_clip")

    if (not is_installed("xformers") or reinstall_xformers) and xformers:
        if platform.system() == "Windows":
            if platform.python_version().startswith("3.10"):
                run_pip(f"install -U -I --no-deps {xformers_windows_package}", "xformers")
            else:
                print("Installation of xformers is not supported in this version of Python.")
                print("You can also check this and build manually: https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Xformers#building-xformers-on-windows-by-duckness")
                if not is_installed("xformers"):
                    exit(0)
        elif platform.system() == "Linux":
            run_pip("install xformers", "xformers")

    if not is_installed("pyngrok") and ngrok:
        run_pip("install pyngrok", "ngrok")

    if platform.system() == 'Darwin' and not is_installed("psutil"):
        run_pip("install psutil", "psutil")

    os.makedirs(dir_repos, exist_ok=True)

    git_clone(stable_diffusion_repo, repo_dir('stable-diffusion-stability-ai'), "Stable Diffusion", stable_diffusion_commit_hash)
    git_clone(taming_transformers_repo, repo_dir('taming-transformers'), "Taming Transformers", taming_transformers_commit_hash)
    git_clone(k_diffusion_repo, repo_dir('k-diffusion'), "K-diffusion", k_diffusion_commit_hash)
    git_clone(codeformer_repo, repo_dir('CodeFormer'), "CodeFormer", codeformer_commit_hash)
    git_clone(blip_repo, repo_dir('BLIP'), "BLIP", blip_commit_hash)

    if not is_installed("lpips"):
        run_pip(f"install -r {os.path.join(repo_dir('CodeFormer'), 'requirements.txt')}", "requirements for CodeFormer")

    run_pip(f"install -r {requirements_file}", "requirements for Web UI")

    run_extensions_installers(settings_file=args.ui_settings_file)

    if update_check:
        version_check(commit)
    
    if "--exit" in sys.argv:
        print("Exiting because of --exit argument")
        exit(0)

    if run_tests:
        exitcode = tests(test_dir)
        exit(exitcode)


def tests(test_dir):
    if "--api" not in sys.argv:
        sys.argv.append("--api")
    if "--ckpt" not in sys.argv:
        sys.argv.append("--ckpt")
        sys.argv.append("./test/test_files/empty.pt")
    if "--skip-torch-cuda-test" not in sys.argv:
        sys.argv.append("--skip-torch-cuda-test")

    print(f"Launching Web UI in another process for testing with arguments: {' '.join(sys.argv[1:])}")

    with open('test/stdout.txt', "w", encoding="utf8") as stdout, open('test/stderr.txt', "w", encoding="utf8") as stderr:
        proc = subprocess.Popen([sys.executable, *sys.argv], stdout=stdout, stderr=stderr)

    import test.server_poll
    exitcode = test.server_poll.run_tests(proc, test_dir)

    print(f"Stopping Web UI process with id {proc.pid}")
    proc.kill()
    return exitcode


def start():
    print(f"Launching {'API server' if '--nowebui' in sys.argv else 'Web UI'} with arguments: {' '.join(sys.argv[1:])}")
    import webui
    if '--nowebui' in sys.argv:
        webui.api_only()
    else:
        webui.webui()


if __name__ == "__main__":
    prepare_enviroment()
    start()