Update modules/launch_utils.py
Browse files- modules/launch_utils.py +578 -578
modules/launch_utils.py
CHANGED
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@@ -1,578 +1,578 @@
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# this scripts installs necessary requirements and launches main program in webui.py
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import logging
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import re
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import subprocess
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import os
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import shutil
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import sys
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import importlib.util
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import importlib.metadata
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import platform
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import json
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import shlex
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from functools import lru_cache
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from typing import NamedTuple
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from pathlib import Path
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os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2'
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from modules import cmd_args, errors
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from modules.paths_internal import script_path, extensions_dir, extensions_builtin_dir
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from modules.timer import startup_timer
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from modules import logging_config
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from modules_forge import forge_version
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from modules_forge.config import always_disabled_extensions
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args, _ = cmd_args.parser.parse_known_args()
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logging_config.setup_logging(args.loglevel)
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python = sys.executable
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git = os.environ.get('GIT', "git")
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index_url = os.environ.get('INDEX_URL', "")
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dir_repos = "repositories"
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# Whether to default to printing command output
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default_command_live = (os.environ.get('WEBUI_LAUNCH_LIVE_OUTPUT') == "1")
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os.environ.setdefault('GRADIO_ANALYTICS_ENABLED', 'False')
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def check_python_version():
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is_windows = platform.system() == "Windows"
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major = sys.version_info.major
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minor = sys.version_info.minor
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micro = sys.version_info.micro
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# Only show warning if Python version is < 3.7 or >= 3.14
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if not (major == 3 and 7 <= minor <= 13):
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errors.print_error_explanation(f"""
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INCOMPATIBLE PYTHON VERSION
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This program is tested with 3.10.6 Python, but you have {major}.{minor}.{micro}.
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If you encounter an error with "RuntimeError: Couldn't install torch." message,
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or any other error regarding unsuccessful package (library) installation,
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please downgrade (or upgrade) to the latest version of 3.10 Python
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and delete current Python and "venv" folder in WebUI's directory.
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You can download 3.10 Python from here: https://www.python.org/downloads/release/python-3106/
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{"Alternatively, use a binary release of WebUI: https://github.com/AUTOMATIC1111/stable-diffusion-webui/releases/tag/v1.0.0-pre" if is_windows else ""}
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Use --skip-python-version-check to suppress this warning.
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""")
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@lru_cache()
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def commit_hash():
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try:
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return subprocess.check_output([git, "-C", script_path, "rev-parse", "HEAD"], shell=False, encoding='utf8').strip()
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except Exception:
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return "<none>"
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@lru_cache()
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def git_tag_a1111():
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try:
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return subprocess.check_output([git, "-C", script_path, "describe", "--tags"], shell=False, encoding='utf8').strip()
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except Exception:
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try:
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changelog_md = os.path.join(script_path, "CHANGELOG.md")
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with open(changelog_md, "r", encoding="utf-8") as file:
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line = next((line.strip() for line in file if line.strip()), "<none>")
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line = line.replace("## ", "")
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return line
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except Exception:
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return "<none>"
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def git_tag():
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return 'f' + forge_version.version + '-' + git_tag_a1111()
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def run(command, desc=None, errdesc=None, custom_env=None, live: bool = default_command_live) -> str:
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if desc is not None:
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print(desc)
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run_kwargs = {
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"args": command,
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"shell": True,
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"env": os.environ if custom_env is None else custom_env,
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"encoding": 'utf8',
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"errors": 'ignore',
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}
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if not live:
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run_kwargs["stdout"] = run_kwargs["stderr"] = subprocess.PIPE
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result = subprocess.run(**run_kwargs)
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if result.returncode != 0:
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error_bits = [
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f"{errdesc or 'Error running command'}.",
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f"Command: {command}",
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f"Error code: {result.returncode}",
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]
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if result.stdout:
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error_bits.append(f"stdout: {result.stdout}")
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if result.stderr:
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error_bits.append(f"stderr: {result.stderr}")
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raise RuntimeError("\n".join(error_bits))
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return (result.stdout or "")
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def is_installed(package):
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try:
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dist = importlib.metadata.distribution(package)
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except importlib.metadata.PackageNotFoundError:
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try:
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spec = importlib.util.find_spec(package)
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except ModuleNotFoundError:
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return False
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return spec is not None
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return dist is not None
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def repo_dir(name):
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return os.path.join(script_path, dir_repos, name)
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def run_pip(command, desc=None, live=default_command_live):
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if args.skip_install:
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return
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index_url_line = f' --index-url {index_url}' if index_url != '' else ''
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return run(f'"{python}" -m pip {command} --prefer-binary{index_url_line}', desc=f"Installing {desc}", errdesc=f"Couldn't install {desc}", live=live)
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def check_run_python(code: str) -> bool:
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result = subprocess.run([python, "-c", code], capture_output=True, shell=False)
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return result.returncode == 0
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def git_fix_workspace(dir, name):
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run(f'"{git}" -C "{dir}" fetch --refetch --no-auto-gc', f"Fetching all contents for {name}", f"Couldn't fetch {name}", live=True)
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run(f'"{git}" -C "{dir}" gc --aggressive --prune=now', f"Pruning {name}", f"Couldn't prune {name}", live=True)
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return
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def run_git(dir, name, command, desc=None, errdesc=None, custom_env=None, live: bool = default_command_live, autofix=True):
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try:
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return run(f'"{git}" -C "{dir}" {command}', desc=desc, errdesc=errdesc, custom_env=custom_env, live=live)
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except RuntimeError:
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if not autofix:
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raise
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print(f"{errdesc}, attempting autofix...")
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git_fix_workspace(dir, name)
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return run(f'"{git}" -C "{dir}" {command}', desc=desc, errdesc=errdesc, custom_env=custom_env, live=live)
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def git_clone(url, dir, name, commithash=None):
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# TODO clone into temporary dir and move if successful
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if os.path.exists(dir):
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if commithash is None:
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return
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current_hash = run_git(dir, name, 'rev-parse HEAD', None, f"Couldn't determine {name}'s hash: {commithash}", live=False).strip()
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if current_hash == commithash:
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return
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if run_git(dir, name, 'config --get remote.origin.url', None, f"Couldn't determine {name}'s origin URL", live=False).strip() != url:
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run_git(dir, name, f'remote set-url origin "{url}"', None, f"Failed to set {name}'s origin URL", live=False)
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run_git(dir, name, 'fetch', f"Fetching updates for {name}...", f"Couldn't fetch {name}", autofix=False)
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run_git(dir, name, f'checkout {commithash}', f"Checking out commit for {name} with hash: {commithash}...", f"Couldn't checkout commit {commithash} for {name}", live=True)
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return
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try:
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run(f'"{git}" clone --config core.filemode=false "{url}" "{dir}"', f"Cloning {name} into {dir}...", f"Couldn't clone {name}", live=True)
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except RuntimeError:
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shutil.rmtree(dir, ignore_errors=True)
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raise
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if commithash is not None:
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run(f'"{git}" -C "{dir}" checkout {commithash}', None, "Couldn't checkout {name}'s hash: {commithash}")
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def git_pull_recursive(dir):
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for subdir, _, _ in os.walk(dir):
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if os.path.exists(os.path.join(subdir, '.git')):
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try:
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output = subprocess.check_output([git, '-C', subdir, 'pull', '--autostash'])
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print(f"Pulled changes for repository in '{subdir}':\n{output.decode('utf-8').strip()}\n")
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except subprocess.CalledProcessError as e:
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print(f"Couldn't perform 'git pull' on repository in '{subdir}':\n{e.output.decode('utf-8').strip()}\n")
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def version_check(commit):
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try:
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import requests
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commits = requests.get('https://api.github.com/repos/AUTOMATIC1111/stable-diffusion-webui/branches/master').json()
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if commit != "<none>" and commits['commit']['sha'] != commit:
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print("--------------------------------------------------------")
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print("| You are not up to date with the most recent release. |")
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print("| Consider running `git pull` to update. |")
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print("--------------------------------------------------------")
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elif commits['commit']['sha'] == commit:
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print("You are up to date with the most recent release.")
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else:
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print("Not a git clone, can't perform version check.")
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except Exception as e:
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print("version check failed", e)
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def run_extension_installer(extension_dir):
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path_installer = os.path.join(extension_dir, "install.py")
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if not os.path.isfile(path_installer):
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return
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try:
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env = os.environ.copy()
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env['PYTHONPATH'] = f"{script_path}{os.pathsep}{env.get('PYTHONPATH', '')}"
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stdout = run(f'"{python}" "{path_installer}"', errdesc=f"Error running install.py for extension {extension_dir}", custom_env=env).strip()
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if stdout:
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print(stdout)
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except Exception as e:
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errors.report(str(e))
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| 247 |
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def list_extensions(settings_file):
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settings = {}
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try:
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with open(settings_file, "r", encoding="utf8") as file:
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settings = json.load(file)
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| 253 |
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except FileNotFoundError:
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pass
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| 255 |
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except Exception:
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| 256 |
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errors.report(f'\nCould not load settings\nThe config file "{settings_file}" is likely corrupted\nIt has been moved to the "tmp/config.json"\nReverting config to default\n\n''', exc_info=True)
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os.replace(settings_file, os.path.join(script_path, "tmp", "config.json"))
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| 259 |
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disabled_extensions = set(settings.get('disabled_extensions', []) + always_disabled_extensions)
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| 260 |
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disable_all_extensions = settings.get('disable_all_extensions', 'none')
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| 261 |
-
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| 262 |
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if disable_all_extensions != 'none' or args.disable_extra_extensions or args.disable_all_extensions or not os.path.isdir(extensions_dir):
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| 263 |
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return []
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| 264 |
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| 265 |
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return [x for x in os.listdir(extensions_dir) if x not in disabled_extensions]
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| 267 |
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| 268 |
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def list_extensions_builtin(settings_file):
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| 269 |
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settings = {}
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| 271 |
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try:
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| 272 |
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with open(settings_file, "r", encoding="utf8") as file:
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| 273 |
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settings = json.load(file)
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| 274 |
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except FileNotFoundError:
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| 275 |
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pass
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| 276 |
-
except Exception:
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| 277 |
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errors.report(f'\nCould not load settings\nThe config file "{settings_file}" is likely corrupted\nIt has been moved to the "tmp/config.json"\nReverting config to default\n\n''', exc_info=True)
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| 278 |
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os.replace(settings_file, os.path.join(script_path, "tmp", "config.json"))
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| 279 |
-
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| 280 |
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disabled_extensions = set(settings.get('disabled_extensions', []))
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| 281 |
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disable_all_extensions = settings.get('disable_all_extensions', 'none')
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| 282 |
-
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| 283 |
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if disable_all_extensions != 'none' or args.disable_extra_extensions or args.disable_all_extensions or not os.path.isdir(extensions_builtin_dir):
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| 284 |
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return []
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| 285 |
-
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| 286 |
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return [x for x in os.listdir(extensions_builtin_dir) if x not in disabled_extensions]
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| 287 |
-
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| 288 |
-
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| 289 |
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def run_extensions_installers(settings_file):
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| 290 |
-
if not os.path.isdir(extensions_dir):
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| 291 |
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return
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| 292 |
-
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| 293 |
-
with startup_timer.subcategory("run extensions installers"):
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| 294 |
-
for dirname_extension in list_extensions(settings_file):
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| 295 |
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logging.debug(f"Installing {dirname_extension}")
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| 296 |
-
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| 297 |
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path = os.path.join(extensions_dir, dirname_extension)
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| 298 |
-
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| 299 |
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if os.path.isdir(path):
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| 300 |
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run_extension_installer(path)
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| 301 |
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startup_timer.record(dirname_extension)
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| 302 |
-
|
| 303 |
-
if not os.path.isdir(extensions_builtin_dir):
|
| 304 |
-
return
|
| 305 |
-
|
| 306 |
-
with startup_timer.subcategory("run extensions_builtin installers"):
|
| 307 |
-
for dirname_extension in list_extensions_builtin(settings_file):
|
| 308 |
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logging.debug(f"Installing {dirname_extension}")
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| 309 |
-
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| 310 |
-
path = os.path.join(extensions_builtin_dir, dirname_extension)
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| 311 |
-
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| 312 |
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if os.path.isdir(path):
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| 313 |
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run_extension_installer(path)
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| 314 |
-
startup_timer.record(dirname_extension)
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| 315 |
-
|
| 316 |
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return
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| 317 |
-
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| 318 |
-
|
| 319 |
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re_requirement = re.compile(r"\s*([-_a-zA-Z0-9]+)\s*(?:==\s*([-+_.a-zA-Z0-9]+))?\s*")
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| 320 |
-
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| 321 |
-
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| 322 |
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def requirements_met(requirements_file):
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| 323 |
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"""
|
| 324 |
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Does a simple parse of a requirements.txt file to determine if all rerqirements in it
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| 325 |
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are already installed. Returns True if so, False if not installed or parsing fails.
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| 326 |
-
"""
|
| 327 |
-
|
| 328 |
-
import importlib.metadata
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| 329 |
-
import packaging.version
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| 330 |
-
|
| 331 |
-
with open(requirements_file, "r", encoding="utf8") as file:
|
| 332 |
-
for line in file:
|
| 333 |
-
if line.strip() == "":
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| 334 |
-
continue
|
| 335 |
-
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| 336 |
-
m = re.match(re_requirement, line)
|
| 337 |
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if m is None:
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| 338 |
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return False
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| 339 |
-
|
| 340 |
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package = m.group(1).strip()
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| 341 |
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version_required = (m.group(2) or "").strip()
|
| 342 |
-
|
| 343 |
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if version_required == "":
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| 344 |
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continue
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| 345 |
-
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| 346 |
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try:
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| 347 |
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version_installed = importlib.metadata.version(package)
|
| 348 |
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except Exception:
|
| 349 |
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return False
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| 350 |
-
|
| 351 |
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if packaging.version.parse(version_required) != packaging.version.parse(version_installed):
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| 352 |
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return False
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| 353 |
-
|
| 354 |
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return True
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| 355 |
-
|
| 356 |
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def get_cuda_comp_cap():
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| 357 |
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"""
|
| 358 |
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Returns float of CUDA Compute Capability using nvidia-smi
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| 359 |
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Returns 0.0 on error
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| 360 |
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CUDA Compute Capability
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| 361 |
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ref https://developer.nvidia.com/cuda-gpus
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| 362 |
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ref https://en.wikipedia.org/wiki/CUDA
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| 363 |
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Blackwell consumer GPUs should return 12.0 data-center GPUs should return 10.0
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| 364 |
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"""
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| 365 |
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try:
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| 366 |
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return max(map(float, subprocess.check_output(['nvidia-smi', '--query-gpu=compute_cap', '--format=noheader,csv'], text=True).splitlines()))
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| 367 |
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except Exception as _:
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| 368 |
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return 0.0
|
| 369 |
-
|
| 370 |
-
def prepare_environment():
|
| 371 |
-
torch_index_url = os.environ.get('TORCH_INDEX_URL', "https://download.pytorch.org/whl/cu128")
|
| 372 |
-
torch_command = os.environ.get('TORCH_COMMAND', f"pip install torch==2.7.1 torchvision --extra-index-url {torch_index_url}")
|
| 373 |
-
if args.use_ipex:
|
| 374 |
-
if platform.system() == "Windows":
|
| 375 |
-
# The "Nuullll/intel-extension-for-pytorch" wheels were built from IPEX source for Intel Arc GPU: https://github.com/intel/intel-extension-for-pytorch/tree/xpu-main
|
| 376 |
-
# This is NOT an Intel official release so please use it at your own risk!!
|
| 377 |
-
# See https://github.com/Nuullll/intel-extension-for-pytorch/releases/tag/v2.0.110%2Bxpu-master%2Bdll-bundle for details.
|
| 378 |
-
#
|
| 379 |
-
# Strengths (over official IPEX 2.0.110 windows release):
|
| 380 |
-
# - AOT build (for Arc GPU only) to eliminate JIT compilation overhead: https://github.com/intel/intel-extension-for-pytorch/issues/399
|
| 381 |
-
# - Bundles minimal oneAPI 2023.2 dependencies into the python wheels, so users don't need to install oneAPI for the whole system.
|
| 382 |
-
# - Provides a compatible torchvision wheel: https://github.com/intel/intel-extension-for-pytorch/issues/465
|
| 383 |
-
# Limitation:
|
| 384 |
-
# - Only works for python 3.10
|
| 385 |
-
url_prefix = "https://github.com/Nuullll/intel-extension-for-pytorch/releases/download/v2.0.110%2Bxpu-master%2Bdll-bundle"
|
| 386 |
-
torch_command = os.environ.get('TORCH_COMMAND', f"pip install {url_prefix}/torch-2.0.0a0+gite9ebda2-cp310-cp310-win_amd64.whl {url_prefix}/torchvision-0.15.2a0+fa99a53-cp310-cp310-win_amd64.whl {url_prefix}/intel_extension_for_pytorch-2.0.110+gitc6ea20b-cp310-cp310-win_amd64.whl")
|
| 387 |
-
else:
|
| 388 |
-
# Using official IPEX release for linux since it's already an AOT build.
|
| 389 |
-
# However, users still have to install oneAPI toolkit and activate oneAPI environment manually.
|
| 390 |
-
# See https://intel.github.io/intel-extension-for-pytorch/index.html#installation for details.
|
| 391 |
-
torch_index_url = os.environ.get('TORCH_INDEX_URL', "https://pytorch-extension.intel.com/release-whl/stable/xpu/us/")
|
| 392 |
-
torch_command = os.environ.get('TORCH_COMMAND', f"pip install torch==2.0.0a0 intel-extension-for-pytorch==2.0.110+gitba7f6c1 --extra-index-url {torch_index_url}")
|
| 393 |
-
requirements_file = os.environ.get('REQS_FILE', "requirements_versions.txt")
|
| 394 |
-
requirements_file_for_npu = os.environ.get('REQS_FILE_FOR_NPU', "requirements_npu.txt")
|
| 395 |
-
|
| 396 |
-
xformers_package = os.environ.get('XFORMERS_PACKAGE', '--index-url https://download.pytorch.org/whl/cu128 xformers')
|
| 397 |
-
clip_package = os.environ.get('CLIP_PACKAGE', "https://github.com/openai/CLIP/archive/d50d76daa670286dd6cacf3bcd80b5e4823fc8e1.zip")
|
| 398 |
-
openclip_package = os.environ.get('OPENCLIP_PACKAGE', "https://github.com/mlfoundations/open_clip/archive/bb6e834e9c70d9c27d0dc3ecedeebeaeb1ffad6b.zip")
|
| 399 |
-
|
| 400 |
-
if sys.version_info.major == 3 and sys.version_info.minor == 13: #for some reason python 3.13 needs this library
|
| 401 |
-
try:
|
| 402 |
-
if not is_installed("audioop-lts"):
|
| 403 |
-
run_pip("install audioop-lts", "audioop-lts")
|
| 404 |
-
except Exception as e:
|
| 405 |
-
print(f"Failed to install audioop-lts: {e}")
|
| 406 |
-
|
| 407 |
-
assets_repo = os.environ.get('ASSETS_REPO', "https://github.com/AUTOMATIC1111/stable-diffusion-webui-assets.git")
|
| 408 |
-
stable_diffusion_repo = os.environ.get('STABLE_DIFFUSION_REPO', "
|
| 409 |
-
stable_diffusion_xl_repo = os.environ.get('STABLE_DIFFUSION_XL_REPO', "https://github.com/Stability-AI/generative-models.git")
|
| 410 |
-
k_diffusion_repo = os.environ.get('K_DIFFUSION_REPO', 'https://github.com/crowsonkb/k-diffusion.git')
|
| 411 |
-
blip_repo = os.environ.get('BLIP_REPO', 'https://github.com/salesforce/BLIP.git')
|
| 412 |
-
|
| 413 |
-
assets_commit_hash = os.environ.get('ASSETS_COMMIT_HASH', "6f7db241d2f8ba7457bac5ca9753331f0c266917")
|
| 414 |
-
stable_diffusion_commit_hash = os.environ.get('STABLE_DIFFUSION_COMMIT_HASH', "47b6b607fdd31875c9279cd2f4f16b92e4ea958e")
|
| 415 |
-
stable_diffusion_xl_commit_hash = os.environ.get('STABLE_DIFFUSION_XL_COMMIT_HASH', "45c443b316737a4ab6e40413d7794a7f5657c19f")
|
| 416 |
-
k_diffusion_commit_hash = os.environ.get('K_DIFFUSION_COMMIT_HASH', "ab527a9a6d347f364e3d185ba6d714e22d80cb3c")
|
| 417 |
-
blip_commit_hash = os.environ.get('BLIP_COMMIT_HASH', "48211a1594f1321b00f14c9f7a5b4813144b2fb9")
|
| 418 |
-
|
| 419 |
-
try:
|
| 420 |
-
# the existence of this file is a signal to webui.sh/bat that webui needs to be restarted when it stops execution
|
| 421 |
-
os.remove(os.path.join(script_path, "tmp", "restart"))
|
| 422 |
-
os.environ.setdefault('SD_WEBUI_RESTARTING', '1')
|
| 423 |
-
except OSError:
|
| 424 |
-
pass
|
| 425 |
-
|
| 426 |
-
if not args.skip_python_version_check:
|
| 427 |
-
check_python_version()
|
| 428 |
-
|
| 429 |
-
startup_timer.record("checks")
|
| 430 |
-
|
| 431 |
-
commit = commit_hash()
|
| 432 |
-
tag = git_tag()
|
| 433 |
-
startup_timer.record("git version info")
|
| 434 |
-
|
| 435 |
-
print(f"Python {sys.version}")
|
| 436 |
-
print(f"Version: {tag}")
|
| 437 |
-
print(f"Commit hash: {commit}")
|
| 438 |
-
|
| 439 |
-
if args.reinstall_torch or not is_installed("torch") or not is_installed("torchvision"):
|
| 440 |
-
run(f'"{python}" -m {torch_command}', "Installing torch and torchvision", "Couldn't install torch", live=True)
|
| 441 |
-
startup_timer.record("install torch")
|
| 442 |
-
|
| 443 |
-
if args.use_ipex:
|
| 444 |
-
args.skip_torch_cuda_test = True
|
| 445 |
-
if not args.skip_torch_cuda_test and not check_run_python("import torch; assert torch.cuda.is_available()"):
|
| 446 |
-
raise RuntimeError(
|
| 447 |
-
'Torch is not able to use GPU; '
|
| 448 |
-
'add --skip-torch-cuda-test to COMMANDLINE_ARGS variable to disable this check'
|
| 449 |
-
)
|
| 450 |
-
startup_timer.record("torch GPU test")
|
| 451 |
-
|
| 452 |
-
if not is_installed("clip"):
|
| 453 |
-
run_pip(f"install {clip_package}", "clip")
|
| 454 |
-
startup_timer.record("install clip")
|
| 455 |
-
|
| 456 |
-
if not is_installed("open_clip"):
|
| 457 |
-
run_pip(f"install {openclip_package}", "open_clip")
|
| 458 |
-
startup_timer.record("install open_clip")
|
| 459 |
-
|
| 460 |
-
if (not is_installed("xformers") or args.reinstall_xformers) and args.xformers:
|
| 461 |
-
run_pip(f"install -U -I --no-deps {xformers_package}", "xformers")
|
| 462 |
-
startup_timer.record("install xformers")
|
| 463 |
-
|
| 464 |
-
if not is_installed("ngrok") and args.ngrok:
|
| 465 |
-
run_pip("install ngrok", "ngrok")
|
| 466 |
-
startup_timer.record("install ngrok")
|
| 467 |
-
|
| 468 |
-
os.makedirs(os.path.join(script_path, dir_repos), exist_ok=True)
|
| 469 |
-
|
| 470 |
-
git_clone(assets_repo, repo_dir('stable-diffusion-webui-assets'), "assets", assets_commit_hash)
|
| 471 |
-
git_clone(stable_diffusion_repo, repo_dir('stable-diffusion-stability-ai'), "Stable Diffusion", stable_diffusion_commit_hash)
|
| 472 |
-
git_clone(stable_diffusion_xl_repo, repo_dir('generative-models'), "Stable Diffusion XL", stable_diffusion_xl_commit_hash)
|
| 473 |
-
git_clone(k_diffusion_repo, repo_dir('k-diffusion'), "K-diffusion", k_diffusion_commit_hash)
|
| 474 |
-
git_clone(blip_repo, repo_dir('BLIP'), "BLIP", blip_commit_hash)
|
| 475 |
-
|
| 476 |
-
startup_timer.record("clone repositores")
|
| 477 |
-
|
| 478 |
-
if not os.path.isfile(requirements_file):
|
| 479 |
-
requirements_file = os.path.join(script_path, requirements_file)
|
| 480 |
-
|
| 481 |
-
if not requirements_met(requirements_file):
|
| 482 |
-
run_pip(f"install -r \"{requirements_file}\"", "requirements")
|
| 483 |
-
startup_timer.record("install requirements")
|
| 484 |
-
|
| 485 |
-
if not os.path.isfile(requirements_file_for_npu):
|
| 486 |
-
requirements_file_for_npu = os.path.join(script_path, requirements_file_for_npu)
|
| 487 |
-
|
| 488 |
-
if "torch_npu" in torch_command and not requirements_met(requirements_file_for_npu):
|
| 489 |
-
run_pip(f"install -r \"{requirements_file_for_npu}\"", "requirements_for_npu")
|
| 490 |
-
startup_timer.record("install requirements_for_npu")
|
| 491 |
-
|
| 492 |
-
if not args.skip_install:
|
| 493 |
-
run_extensions_installers(settings_file=args.ui_settings_file)
|
| 494 |
-
|
| 495 |
-
if args.update_check:
|
| 496 |
-
version_check(commit)
|
| 497 |
-
startup_timer.record("check version")
|
| 498 |
-
|
| 499 |
-
if args.update_all_extensions:
|
| 500 |
-
git_pull_recursive(extensions_dir)
|
| 501 |
-
startup_timer.record("update extensions")
|
| 502 |
-
|
| 503 |
-
if "--exit" in sys.argv:
|
| 504 |
-
print("Exiting because of --exit argument")
|
| 505 |
-
exit(0)
|
| 506 |
-
|
| 507 |
-
|
| 508 |
-
|
| 509 |
-
def configure_for_tests():
|
| 510 |
-
if "--api" not in sys.argv:
|
| 511 |
-
sys.argv.append("--api")
|
| 512 |
-
if "--ckpt" not in sys.argv:
|
| 513 |
-
sys.argv.append("--ckpt")
|
| 514 |
-
sys.argv.append(os.path.join(script_path, "test/test_files/empty.pt"))
|
| 515 |
-
if "--skip-torch-cuda-test" not in sys.argv:
|
| 516 |
-
sys.argv.append("--skip-torch-cuda-test")
|
| 517 |
-
if "--disable-nan-check" not in sys.argv:
|
| 518 |
-
sys.argv.append("--disable-nan-check")
|
| 519 |
-
|
| 520 |
-
os.environ['COMMANDLINE_ARGS'] = ""
|
| 521 |
-
|
| 522 |
-
|
| 523 |
-
def configure_forge_reference_checkout(a1111_home: Path):
|
| 524 |
-
"""Set model paths based on an existing A1111 checkout."""
|
| 525 |
-
class ModelRef(NamedTuple):
|
| 526 |
-
arg_name: str
|
| 527 |
-
relative_path: str
|
| 528 |
-
|
| 529 |
-
refs = [
|
| 530 |
-
ModelRef(arg_name="--ckpt-dir", relative_path="models/Stable-diffusion"),
|
| 531 |
-
ModelRef(arg_name="--vae-dir", relative_path="models/VAE"),
|
| 532 |
-
ModelRef(arg_name="--hypernetwork-dir", relative_path="models/hypernetworks"),
|
| 533 |
-
ModelRef(arg_name="--embeddings-dir", relative_path="embeddings"),
|
| 534 |
-
ModelRef(arg_name="--lora-dir", relative_path="models/Lora"),
|
| 535 |
-
# Ref A1111 need to have sd-webui-controlnet installed.
|
| 536 |
-
ModelRef(arg_name="--controlnet-dir", relative_path="models/ControlNet"),
|
| 537 |
-
ModelRef(arg_name="--controlnet-preprocessor-models-dir", relative_path="extensions/sd-webui-controlnet/annotator/downloads"),
|
| 538 |
-
]
|
| 539 |
-
|
| 540 |
-
for ref in refs:
|
| 541 |
-
target_path = a1111_home / ref.relative_path
|
| 542 |
-
if not target_path.exists():
|
| 543 |
-
print(f"Path {target_path} does not exist. Skip setting {ref.arg_name}")
|
| 544 |
-
continue
|
| 545 |
-
|
| 546 |
-
if ref.arg_name in sys.argv:
|
| 547 |
-
# Do not override existing dir setting.
|
| 548 |
-
continue
|
| 549 |
-
|
| 550 |
-
sys.argv.append(ref.arg_name)
|
| 551 |
-
sys.argv.append(str(target_path))
|
| 552 |
-
|
| 553 |
-
|
| 554 |
-
def start():
|
| 555 |
-
print(f"Launching {'API server' if '--nowebui' in sys.argv else 'Web UI'} with arguments: {shlex.join(sys.argv[1:])}")
|
| 556 |
-
import webui
|
| 557 |
-
if '--nowebui' in sys.argv:
|
| 558 |
-
webui.api_only()
|
| 559 |
-
else:
|
| 560 |
-
webui.webui()
|
| 561 |
-
|
| 562 |
-
from modules_forge import main_thread
|
| 563 |
-
|
| 564 |
-
main_thread.loop()
|
| 565 |
-
return
|
| 566 |
-
|
| 567 |
-
|
| 568 |
-
def dump_sysinfo():
|
| 569 |
-
from modules import sysinfo
|
| 570 |
-
import datetime
|
| 571 |
-
|
| 572 |
-
text = sysinfo.get()
|
| 573 |
-
filename = f"sysinfo-{datetime.datetime.utcnow().strftime('%Y-%m-%d-%H-%M')}.json"
|
| 574 |
-
|
| 575 |
-
with open(filename, "w", encoding="utf8") as file:
|
| 576 |
-
file.write(text)
|
| 577 |
-
|
| 578 |
-
return filename
|
|
|
|
| 1 |
+
# this scripts installs necessary requirements and launches main program in webui.py
|
| 2 |
+
import logging
|
| 3 |
+
import re
|
| 4 |
+
import subprocess
|
| 5 |
+
import os
|
| 6 |
+
import shutil
|
| 7 |
+
import sys
|
| 8 |
+
import importlib.util
|
| 9 |
+
import importlib.metadata
|
| 10 |
+
import platform
|
| 11 |
+
import json
|
| 12 |
+
import shlex
|
| 13 |
+
from functools import lru_cache
|
| 14 |
+
from typing import NamedTuple
|
| 15 |
+
from pathlib import Path
|
| 16 |
+
os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2'
|
| 17 |
+
from modules import cmd_args, errors
|
| 18 |
+
from modules.paths_internal import script_path, extensions_dir, extensions_builtin_dir
|
| 19 |
+
from modules.timer import startup_timer
|
| 20 |
+
from modules import logging_config
|
| 21 |
+
from modules_forge import forge_version
|
| 22 |
+
from modules_forge.config import always_disabled_extensions
|
| 23 |
+
|
| 24 |
+
|
| 25 |
+
args, _ = cmd_args.parser.parse_known_args()
|
| 26 |
+
logging_config.setup_logging(args.loglevel)
|
| 27 |
+
|
| 28 |
+
python = sys.executable
|
| 29 |
+
git = os.environ.get('GIT', "git")
|
| 30 |
+
index_url = os.environ.get('INDEX_URL', "")
|
| 31 |
+
dir_repos = "repositories"
|
| 32 |
+
|
| 33 |
+
# Whether to default to printing command output
|
| 34 |
+
default_command_live = (os.environ.get('WEBUI_LAUNCH_LIVE_OUTPUT') == "1")
|
| 35 |
+
|
| 36 |
+
os.environ.setdefault('GRADIO_ANALYTICS_ENABLED', 'False')
|
| 37 |
+
|
| 38 |
+
|
| 39 |
+
def check_python_version():
|
| 40 |
+
is_windows = platform.system() == "Windows"
|
| 41 |
+
major = sys.version_info.major
|
| 42 |
+
minor = sys.version_info.minor
|
| 43 |
+
micro = sys.version_info.micro
|
| 44 |
+
|
| 45 |
+
# Only show warning if Python version is < 3.7 or >= 3.14
|
| 46 |
+
if not (major == 3 and 7 <= minor <= 13):
|
| 47 |
+
errors.print_error_explanation(f"""
|
| 48 |
+
INCOMPATIBLE PYTHON VERSION
|
| 49 |
+
|
| 50 |
+
This program is tested with 3.10.6 Python, but you have {major}.{minor}.{micro}.
|
| 51 |
+
If you encounter an error with "RuntimeError: Couldn't install torch." message,
|
| 52 |
+
or any other error regarding unsuccessful package (library) installation,
|
| 53 |
+
please downgrade (or upgrade) to the latest version of 3.10 Python
|
| 54 |
+
and delete current Python and "venv" folder in WebUI's directory.
|
| 55 |
+
|
| 56 |
+
You can download 3.10 Python from here: https://www.python.org/downloads/release/python-3106/
|
| 57 |
+
|
| 58 |
+
{"Alternatively, use a binary release of WebUI: https://github.com/AUTOMATIC1111/stable-diffusion-webui/releases/tag/v1.0.0-pre" if is_windows else ""}
|
| 59 |
+
|
| 60 |
+
Use --skip-python-version-check to suppress this warning.
|
| 61 |
+
""")
|
| 62 |
+
|
| 63 |
+
|
| 64 |
+
@lru_cache()
|
| 65 |
+
def commit_hash():
|
| 66 |
+
try:
|
| 67 |
+
return subprocess.check_output([git, "-C", script_path, "rev-parse", "HEAD"], shell=False, encoding='utf8').strip()
|
| 68 |
+
except Exception:
|
| 69 |
+
return "<none>"
|
| 70 |
+
|
| 71 |
+
|
| 72 |
+
@lru_cache()
|
| 73 |
+
def git_tag_a1111():
|
| 74 |
+
try:
|
| 75 |
+
return subprocess.check_output([git, "-C", script_path, "describe", "--tags"], shell=False, encoding='utf8').strip()
|
| 76 |
+
except Exception:
|
| 77 |
+
try:
|
| 78 |
+
|
| 79 |
+
changelog_md = os.path.join(script_path, "CHANGELOG.md")
|
| 80 |
+
with open(changelog_md, "r", encoding="utf-8") as file:
|
| 81 |
+
line = next((line.strip() for line in file if line.strip()), "<none>")
|
| 82 |
+
line = line.replace("## ", "")
|
| 83 |
+
return line
|
| 84 |
+
except Exception:
|
| 85 |
+
return "<none>"
|
| 86 |
+
|
| 87 |
+
|
| 88 |
+
def git_tag():
|
| 89 |
+
return 'f' + forge_version.version + '-' + git_tag_a1111()
|
| 90 |
+
|
| 91 |
+
|
| 92 |
+
def run(command, desc=None, errdesc=None, custom_env=None, live: bool = default_command_live) -> str:
|
| 93 |
+
if desc is not None:
|
| 94 |
+
print(desc)
|
| 95 |
+
|
| 96 |
+
run_kwargs = {
|
| 97 |
+
"args": command,
|
| 98 |
+
"shell": True,
|
| 99 |
+
"env": os.environ if custom_env is None else custom_env,
|
| 100 |
+
"encoding": 'utf8',
|
| 101 |
+
"errors": 'ignore',
|
| 102 |
+
}
|
| 103 |
+
|
| 104 |
+
if not live:
|
| 105 |
+
run_kwargs["stdout"] = run_kwargs["stderr"] = subprocess.PIPE
|
| 106 |
+
|
| 107 |
+
result = subprocess.run(**run_kwargs)
|
| 108 |
+
|
| 109 |
+
if result.returncode != 0:
|
| 110 |
+
error_bits = [
|
| 111 |
+
f"{errdesc or 'Error running command'}.",
|
| 112 |
+
f"Command: {command}",
|
| 113 |
+
f"Error code: {result.returncode}",
|
| 114 |
+
]
|
| 115 |
+
if result.stdout:
|
| 116 |
+
error_bits.append(f"stdout: {result.stdout}")
|
| 117 |
+
if result.stderr:
|
| 118 |
+
error_bits.append(f"stderr: {result.stderr}")
|
| 119 |
+
raise RuntimeError("\n".join(error_bits))
|
| 120 |
+
|
| 121 |
+
return (result.stdout or "")
|
| 122 |
+
|
| 123 |
+
|
| 124 |
+
def is_installed(package):
|
| 125 |
+
try:
|
| 126 |
+
dist = importlib.metadata.distribution(package)
|
| 127 |
+
except importlib.metadata.PackageNotFoundError:
|
| 128 |
+
try:
|
| 129 |
+
spec = importlib.util.find_spec(package)
|
| 130 |
+
except ModuleNotFoundError:
|
| 131 |
+
return False
|
| 132 |
+
|
| 133 |
+
return spec is not None
|
| 134 |
+
|
| 135 |
+
return dist is not None
|
| 136 |
+
|
| 137 |
+
|
| 138 |
+
def repo_dir(name):
|
| 139 |
+
return os.path.join(script_path, dir_repos, name)
|
| 140 |
+
|
| 141 |
+
|
| 142 |
+
def run_pip(command, desc=None, live=default_command_live):
|
| 143 |
+
if args.skip_install:
|
| 144 |
+
return
|
| 145 |
+
|
| 146 |
+
index_url_line = f' --index-url {index_url}' if index_url != '' else ''
|
| 147 |
+
return run(f'"{python}" -m pip {command} --prefer-binary{index_url_line}', desc=f"Installing {desc}", errdesc=f"Couldn't install {desc}", live=live)
|
| 148 |
+
|
| 149 |
+
|
| 150 |
+
def check_run_python(code: str) -> bool:
|
| 151 |
+
result = subprocess.run([python, "-c", code], capture_output=True, shell=False)
|
| 152 |
+
return result.returncode == 0
|
| 153 |
+
|
| 154 |
+
|
| 155 |
+
def git_fix_workspace(dir, name):
|
| 156 |
+
run(f'"{git}" -C "{dir}" fetch --refetch --no-auto-gc', f"Fetching all contents for {name}", f"Couldn't fetch {name}", live=True)
|
| 157 |
+
run(f'"{git}" -C "{dir}" gc --aggressive --prune=now', f"Pruning {name}", f"Couldn't prune {name}", live=True)
|
| 158 |
+
return
|
| 159 |
+
|
| 160 |
+
|
| 161 |
+
def run_git(dir, name, command, desc=None, errdesc=None, custom_env=None, live: bool = default_command_live, autofix=True):
|
| 162 |
+
try:
|
| 163 |
+
return run(f'"{git}" -C "{dir}" {command}', desc=desc, errdesc=errdesc, custom_env=custom_env, live=live)
|
| 164 |
+
except RuntimeError:
|
| 165 |
+
if not autofix:
|
| 166 |
+
raise
|
| 167 |
+
|
| 168 |
+
print(f"{errdesc}, attempting autofix...")
|
| 169 |
+
git_fix_workspace(dir, name)
|
| 170 |
+
|
| 171 |
+
return run(f'"{git}" -C "{dir}" {command}', desc=desc, errdesc=errdesc, custom_env=custom_env, live=live)
|
| 172 |
+
|
| 173 |
+
|
| 174 |
+
def git_clone(url, dir, name, commithash=None):
|
| 175 |
+
# TODO clone into temporary dir and move if successful
|
| 176 |
+
|
| 177 |
+
if os.path.exists(dir):
|
| 178 |
+
if commithash is None:
|
| 179 |
+
return
|
| 180 |
+
|
| 181 |
+
current_hash = run_git(dir, name, 'rev-parse HEAD', None, f"Couldn't determine {name}'s hash: {commithash}", live=False).strip()
|
| 182 |
+
if current_hash == commithash:
|
| 183 |
+
return
|
| 184 |
+
|
| 185 |
+
if run_git(dir, name, 'config --get remote.origin.url', None, f"Couldn't determine {name}'s origin URL", live=False).strip() != url:
|
| 186 |
+
run_git(dir, name, f'remote set-url origin "{url}"', None, f"Failed to set {name}'s origin URL", live=False)
|
| 187 |
+
|
| 188 |
+
run_git(dir, name, 'fetch', f"Fetching updates for {name}...", f"Couldn't fetch {name}", autofix=False)
|
| 189 |
+
|
| 190 |
+
run_git(dir, name, f'checkout {commithash}', f"Checking out commit for {name} with hash: {commithash}...", f"Couldn't checkout commit {commithash} for {name}", live=True)
|
| 191 |
+
|
| 192 |
+
return
|
| 193 |
+
|
| 194 |
+
try:
|
| 195 |
+
run(f'"{git}" clone --config core.filemode=false "{url}" "{dir}"', f"Cloning {name} into {dir}...", f"Couldn't clone {name}", live=True)
|
| 196 |
+
except RuntimeError:
|
| 197 |
+
shutil.rmtree(dir, ignore_errors=True)
|
| 198 |
+
raise
|
| 199 |
+
|
| 200 |
+
if commithash is not None:
|
| 201 |
+
run(f'"{git}" -C "{dir}" checkout {commithash}', None, "Couldn't checkout {name}'s hash: {commithash}")
|
| 202 |
+
|
| 203 |
+
|
| 204 |
+
def git_pull_recursive(dir):
|
| 205 |
+
for subdir, _, _ in os.walk(dir):
|
| 206 |
+
if os.path.exists(os.path.join(subdir, '.git')):
|
| 207 |
+
try:
|
| 208 |
+
output = subprocess.check_output([git, '-C', subdir, 'pull', '--autostash'])
|
| 209 |
+
print(f"Pulled changes for repository in '{subdir}':\n{output.decode('utf-8').strip()}\n")
|
| 210 |
+
except subprocess.CalledProcessError as e:
|
| 211 |
+
print(f"Couldn't perform 'git pull' on repository in '{subdir}':\n{e.output.decode('utf-8').strip()}\n")
|
| 212 |
+
|
| 213 |
+
|
| 214 |
+
def version_check(commit):
|
| 215 |
+
try:
|
| 216 |
+
import requests
|
| 217 |
+
commits = requests.get('https://api.github.com/repos/AUTOMATIC1111/stable-diffusion-webui/branches/master').json()
|
| 218 |
+
if commit != "<none>" and commits['commit']['sha'] != commit:
|
| 219 |
+
print("--------------------------------------------------------")
|
| 220 |
+
print("| You are not up to date with the most recent release. |")
|
| 221 |
+
print("| Consider running `git pull` to update. |")
|
| 222 |
+
print("--------------------------------------------------------")
|
| 223 |
+
elif commits['commit']['sha'] == commit:
|
| 224 |
+
print("You are up to date with the most recent release.")
|
| 225 |
+
else:
|
| 226 |
+
print("Not a git clone, can't perform version check.")
|
| 227 |
+
except Exception as e:
|
| 228 |
+
print("version check failed", e)
|
| 229 |
+
|
| 230 |
+
|
| 231 |
+
def run_extension_installer(extension_dir):
|
| 232 |
+
path_installer = os.path.join(extension_dir, "install.py")
|
| 233 |
+
if not os.path.isfile(path_installer):
|
| 234 |
+
return
|
| 235 |
+
|
| 236 |
+
try:
|
| 237 |
+
env = os.environ.copy()
|
| 238 |
+
env['PYTHONPATH'] = f"{script_path}{os.pathsep}{env.get('PYTHONPATH', '')}"
|
| 239 |
+
|
| 240 |
+
stdout = run(f'"{python}" "{path_installer}"', errdesc=f"Error running install.py for extension {extension_dir}", custom_env=env).strip()
|
| 241 |
+
if stdout:
|
| 242 |
+
print(stdout)
|
| 243 |
+
except Exception as e:
|
| 244 |
+
errors.report(str(e))
|
| 245 |
+
|
| 246 |
+
|
| 247 |
+
def list_extensions(settings_file):
|
| 248 |
+
settings = {}
|
| 249 |
+
|
| 250 |
+
try:
|
| 251 |
+
with open(settings_file, "r", encoding="utf8") as file:
|
| 252 |
+
settings = json.load(file)
|
| 253 |
+
except FileNotFoundError:
|
| 254 |
+
pass
|
| 255 |
+
except Exception:
|
| 256 |
+
errors.report(f'\nCould not load settings\nThe config file "{settings_file}" is likely corrupted\nIt has been moved to the "tmp/config.json"\nReverting config to default\n\n''', exc_info=True)
|
| 257 |
+
os.replace(settings_file, os.path.join(script_path, "tmp", "config.json"))
|
| 258 |
+
|
| 259 |
+
disabled_extensions = set(settings.get('disabled_extensions', []) + always_disabled_extensions)
|
| 260 |
+
disable_all_extensions = settings.get('disable_all_extensions', 'none')
|
| 261 |
+
|
| 262 |
+
if disable_all_extensions != 'none' or args.disable_extra_extensions or args.disable_all_extensions or not os.path.isdir(extensions_dir):
|
| 263 |
+
return []
|
| 264 |
+
|
| 265 |
+
return [x for x in os.listdir(extensions_dir) if x not in disabled_extensions]
|
| 266 |
+
|
| 267 |
+
|
| 268 |
+
def list_extensions_builtin(settings_file):
|
| 269 |
+
settings = {}
|
| 270 |
+
|
| 271 |
+
try:
|
| 272 |
+
with open(settings_file, "r", encoding="utf8") as file:
|
| 273 |
+
settings = json.load(file)
|
| 274 |
+
except FileNotFoundError:
|
| 275 |
+
pass
|
| 276 |
+
except Exception:
|
| 277 |
+
errors.report(f'\nCould not load settings\nThe config file "{settings_file}" is likely corrupted\nIt has been moved to the "tmp/config.json"\nReverting config to default\n\n''', exc_info=True)
|
| 278 |
+
os.replace(settings_file, os.path.join(script_path, "tmp", "config.json"))
|
| 279 |
+
|
| 280 |
+
disabled_extensions = set(settings.get('disabled_extensions', []))
|
| 281 |
+
disable_all_extensions = settings.get('disable_all_extensions', 'none')
|
| 282 |
+
|
| 283 |
+
if disable_all_extensions != 'none' or args.disable_extra_extensions or args.disable_all_extensions or not os.path.isdir(extensions_builtin_dir):
|
| 284 |
+
return []
|
| 285 |
+
|
| 286 |
+
return [x for x in os.listdir(extensions_builtin_dir) if x not in disabled_extensions]
|
| 287 |
+
|
| 288 |
+
|
| 289 |
+
def run_extensions_installers(settings_file):
|
| 290 |
+
if not os.path.isdir(extensions_dir):
|
| 291 |
+
return
|
| 292 |
+
|
| 293 |
+
with startup_timer.subcategory("run extensions installers"):
|
| 294 |
+
for dirname_extension in list_extensions(settings_file):
|
| 295 |
+
logging.debug(f"Installing {dirname_extension}")
|
| 296 |
+
|
| 297 |
+
path = os.path.join(extensions_dir, dirname_extension)
|
| 298 |
+
|
| 299 |
+
if os.path.isdir(path):
|
| 300 |
+
run_extension_installer(path)
|
| 301 |
+
startup_timer.record(dirname_extension)
|
| 302 |
+
|
| 303 |
+
if not os.path.isdir(extensions_builtin_dir):
|
| 304 |
+
return
|
| 305 |
+
|
| 306 |
+
with startup_timer.subcategory("run extensions_builtin installers"):
|
| 307 |
+
for dirname_extension in list_extensions_builtin(settings_file):
|
| 308 |
+
logging.debug(f"Installing {dirname_extension}")
|
| 309 |
+
|
| 310 |
+
path = os.path.join(extensions_builtin_dir, dirname_extension)
|
| 311 |
+
|
| 312 |
+
if os.path.isdir(path):
|
| 313 |
+
run_extension_installer(path)
|
| 314 |
+
startup_timer.record(dirname_extension)
|
| 315 |
+
|
| 316 |
+
return
|
| 317 |
+
|
| 318 |
+
|
| 319 |
+
re_requirement = re.compile(r"\s*([-_a-zA-Z0-9]+)\s*(?:==\s*([-+_.a-zA-Z0-9]+))?\s*")
|
| 320 |
+
|
| 321 |
+
|
| 322 |
+
def requirements_met(requirements_file):
|
| 323 |
+
"""
|
| 324 |
+
Does a simple parse of a requirements.txt file to determine if all rerqirements in it
|
| 325 |
+
are already installed. Returns True if so, False if not installed or parsing fails.
|
| 326 |
+
"""
|
| 327 |
+
|
| 328 |
+
import importlib.metadata
|
| 329 |
+
import packaging.version
|
| 330 |
+
|
| 331 |
+
with open(requirements_file, "r", encoding="utf8") as file:
|
| 332 |
+
for line in file:
|
| 333 |
+
if line.strip() == "":
|
| 334 |
+
continue
|
| 335 |
+
|
| 336 |
+
m = re.match(re_requirement, line)
|
| 337 |
+
if m is None:
|
| 338 |
+
return False
|
| 339 |
+
|
| 340 |
+
package = m.group(1).strip()
|
| 341 |
+
version_required = (m.group(2) or "").strip()
|
| 342 |
+
|
| 343 |
+
if version_required == "":
|
| 344 |
+
continue
|
| 345 |
+
|
| 346 |
+
try:
|
| 347 |
+
version_installed = importlib.metadata.version(package)
|
| 348 |
+
except Exception:
|
| 349 |
+
return False
|
| 350 |
+
|
| 351 |
+
if packaging.version.parse(version_required) != packaging.version.parse(version_installed):
|
| 352 |
+
return False
|
| 353 |
+
|
| 354 |
+
return True
|
| 355 |
+
|
| 356 |
+
def get_cuda_comp_cap():
|
| 357 |
+
"""
|
| 358 |
+
Returns float of CUDA Compute Capability using nvidia-smi
|
| 359 |
+
Returns 0.0 on error
|
| 360 |
+
CUDA Compute Capability
|
| 361 |
+
ref https://developer.nvidia.com/cuda-gpus
|
| 362 |
+
ref https://en.wikipedia.org/wiki/CUDA
|
| 363 |
+
Blackwell consumer GPUs should return 12.0 data-center GPUs should return 10.0
|
| 364 |
+
"""
|
| 365 |
+
try:
|
| 366 |
+
return max(map(float, subprocess.check_output(['nvidia-smi', '--query-gpu=compute_cap', '--format=noheader,csv'], text=True).splitlines()))
|
| 367 |
+
except Exception as _:
|
| 368 |
+
return 0.0
|
| 369 |
+
|
| 370 |
+
def prepare_environment():
|
| 371 |
+
torch_index_url = os.environ.get('TORCH_INDEX_URL', "https://download.pytorch.org/whl/cu128")
|
| 372 |
+
torch_command = os.environ.get('TORCH_COMMAND', f"pip install torch==2.7.1 torchvision --extra-index-url {torch_index_url}")
|
| 373 |
+
if args.use_ipex:
|
| 374 |
+
if platform.system() == "Windows":
|
| 375 |
+
# The "Nuullll/intel-extension-for-pytorch" wheels were built from IPEX source for Intel Arc GPU: https://github.com/intel/intel-extension-for-pytorch/tree/xpu-main
|
| 376 |
+
# This is NOT an Intel official release so please use it at your own risk!!
|
| 377 |
+
# See https://github.com/Nuullll/intel-extension-for-pytorch/releases/tag/v2.0.110%2Bxpu-master%2Bdll-bundle for details.
|
| 378 |
+
#
|
| 379 |
+
# Strengths (over official IPEX 2.0.110 windows release):
|
| 380 |
+
# - AOT build (for Arc GPU only) to eliminate JIT compilation overhead: https://github.com/intel/intel-extension-for-pytorch/issues/399
|
| 381 |
+
# - Bundles minimal oneAPI 2023.2 dependencies into the python wheels, so users don't need to install oneAPI for the whole system.
|
| 382 |
+
# - Provides a compatible torchvision wheel: https://github.com/intel/intel-extension-for-pytorch/issues/465
|
| 383 |
+
# Limitation:
|
| 384 |
+
# - Only works for python 3.10
|
| 385 |
+
url_prefix = "https://github.com/Nuullll/intel-extension-for-pytorch/releases/download/v2.0.110%2Bxpu-master%2Bdll-bundle"
|
| 386 |
+
torch_command = os.environ.get('TORCH_COMMAND', f"pip install {url_prefix}/torch-2.0.0a0+gite9ebda2-cp310-cp310-win_amd64.whl {url_prefix}/torchvision-0.15.2a0+fa99a53-cp310-cp310-win_amd64.whl {url_prefix}/intel_extension_for_pytorch-2.0.110+gitc6ea20b-cp310-cp310-win_amd64.whl")
|
| 387 |
+
else:
|
| 388 |
+
# Using official IPEX release for linux since it's already an AOT build.
|
| 389 |
+
# However, users still have to install oneAPI toolkit and activate oneAPI environment manually.
|
| 390 |
+
# See https://intel.github.io/intel-extension-for-pytorch/index.html#installation for details.
|
| 391 |
+
torch_index_url = os.environ.get('TORCH_INDEX_URL', "https://pytorch-extension.intel.com/release-whl/stable/xpu/us/")
|
| 392 |
+
torch_command = os.environ.get('TORCH_COMMAND', f"pip install torch==2.0.0a0 intel-extension-for-pytorch==2.0.110+gitba7f6c1 --extra-index-url {torch_index_url}")
|
| 393 |
+
requirements_file = os.environ.get('REQS_FILE', "requirements_versions.txt")
|
| 394 |
+
requirements_file_for_npu = os.environ.get('REQS_FILE_FOR_NPU', "requirements_npu.txt")
|
| 395 |
+
|
| 396 |
+
xformers_package = os.environ.get('XFORMERS_PACKAGE', '--index-url https://download.pytorch.org/whl/cu128 xformers')
|
| 397 |
+
clip_package = os.environ.get('CLIP_PACKAGE', "https://github.com/openai/CLIP/archive/d50d76daa670286dd6cacf3bcd80b5e4823fc8e1.zip")
|
| 398 |
+
openclip_package = os.environ.get('OPENCLIP_PACKAGE', "https://github.com/mlfoundations/open_clip/archive/bb6e834e9c70d9c27d0dc3ecedeebeaeb1ffad6b.zip")
|
| 399 |
+
|
| 400 |
+
if sys.version_info.major == 3 and sys.version_info.minor == 13: #for some reason python 3.13 needs this library
|
| 401 |
+
try:
|
| 402 |
+
if not is_installed("audioop-lts"):
|
| 403 |
+
run_pip("install audioop-lts", "audioop-lts")
|
| 404 |
+
except Exception as e:
|
| 405 |
+
print(f"Failed to install audioop-lts: {e}")
|
| 406 |
+
|
| 407 |
+
assets_repo = os.environ.get('ASSETS_REPO', "https://github.com/AUTOMATIC1111/stable-diffusion-webui-assets.git")
|
| 408 |
+
stable_diffusion_repo = os.environ.get('STABLE_DIFFUSION_REPO', "https://github.com/nlile/stablediffusion.git")
|
| 409 |
+
stable_diffusion_xl_repo = os.environ.get('STABLE_DIFFUSION_XL_REPO', "https://github.com/Stability-AI/generative-models.git")
|
| 410 |
+
k_diffusion_repo = os.environ.get('K_DIFFUSION_REPO', 'https://github.com/crowsonkb/k-diffusion.git')
|
| 411 |
+
blip_repo = os.environ.get('BLIP_REPO', 'https://github.com/salesforce/BLIP.git')
|
| 412 |
+
|
| 413 |
+
assets_commit_hash = os.environ.get('ASSETS_COMMIT_HASH', "6f7db241d2f8ba7457bac5ca9753331f0c266917")
|
| 414 |
+
stable_diffusion_commit_hash = os.environ.get('STABLE_DIFFUSION_COMMIT_HASH', "47b6b607fdd31875c9279cd2f4f16b92e4ea958e")
|
| 415 |
+
stable_diffusion_xl_commit_hash = os.environ.get('STABLE_DIFFUSION_XL_COMMIT_HASH', "45c443b316737a4ab6e40413d7794a7f5657c19f")
|
| 416 |
+
k_diffusion_commit_hash = os.environ.get('K_DIFFUSION_COMMIT_HASH', "ab527a9a6d347f364e3d185ba6d714e22d80cb3c")
|
| 417 |
+
blip_commit_hash = os.environ.get('BLIP_COMMIT_HASH', "48211a1594f1321b00f14c9f7a5b4813144b2fb9")
|
| 418 |
+
|
| 419 |
+
try:
|
| 420 |
+
# the existence of this file is a signal to webui.sh/bat that webui needs to be restarted when it stops execution
|
| 421 |
+
os.remove(os.path.join(script_path, "tmp", "restart"))
|
| 422 |
+
os.environ.setdefault('SD_WEBUI_RESTARTING', '1')
|
| 423 |
+
except OSError:
|
| 424 |
+
pass
|
| 425 |
+
|
| 426 |
+
if not args.skip_python_version_check:
|
| 427 |
+
check_python_version()
|
| 428 |
+
|
| 429 |
+
startup_timer.record("checks")
|
| 430 |
+
|
| 431 |
+
commit = commit_hash()
|
| 432 |
+
tag = git_tag()
|
| 433 |
+
startup_timer.record("git version info")
|
| 434 |
+
|
| 435 |
+
print(f"Python {sys.version}")
|
| 436 |
+
print(f"Version: {tag}")
|
| 437 |
+
print(f"Commit hash: {commit}")
|
| 438 |
+
|
| 439 |
+
if args.reinstall_torch or not is_installed("torch") or not is_installed("torchvision"):
|
| 440 |
+
run(f'"{python}" -m {torch_command}', "Installing torch and torchvision", "Couldn't install torch", live=True)
|
| 441 |
+
startup_timer.record("install torch")
|
| 442 |
+
|
| 443 |
+
if args.use_ipex:
|
| 444 |
+
args.skip_torch_cuda_test = True
|
| 445 |
+
if not args.skip_torch_cuda_test and not check_run_python("import torch; assert torch.cuda.is_available()"):
|
| 446 |
+
raise RuntimeError(
|
| 447 |
+
'Torch is not able to use GPU; '
|
| 448 |
+
'add --skip-torch-cuda-test to COMMANDLINE_ARGS variable to disable this check'
|
| 449 |
+
)
|
| 450 |
+
startup_timer.record("torch GPU test")
|
| 451 |
+
|
| 452 |
+
if not is_installed("clip"):
|
| 453 |
+
run_pip(f"install {clip_package}", "clip")
|
| 454 |
+
startup_timer.record("install clip")
|
| 455 |
+
|
| 456 |
+
if not is_installed("open_clip"):
|
| 457 |
+
run_pip(f"install {openclip_package}", "open_clip")
|
| 458 |
+
startup_timer.record("install open_clip")
|
| 459 |
+
|
| 460 |
+
if (not is_installed("xformers") or args.reinstall_xformers) and args.xformers:
|
| 461 |
+
run_pip(f"install -U -I --no-deps {xformers_package}", "xformers")
|
| 462 |
+
startup_timer.record("install xformers")
|
| 463 |
+
|
| 464 |
+
if not is_installed("ngrok") and args.ngrok:
|
| 465 |
+
run_pip("install ngrok", "ngrok")
|
| 466 |
+
startup_timer.record("install ngrok")
|
| 467 |
+
|
| 468 |
+
os.makedirs(os.path.join(script_path, dir_repos), exist_ok=True)
|
| 469 |
+
|
| 470 |
+
git_clone(assets_repo, repo_dir('stable-diffusion-webui-assets'), "assets", assets_commit_hash)
|
| 471 |
+
git_clone(stable_diffusion_repo, repo_dir('stable-diffusion-stability-ai'), "Stable Diffusion", stable_diffusion_commit_hash)
|
| 472 |
+
git_clone(stable_diffusion_xl_repo, repo_dir('generative-models'), "Stable Diffusion XL", stable_diffusion_xl_commit_hash)
|
| 473 |
+
git_clone(k_diffusion_repo, repo_dir('k-diffusion'), "K-diffusion", k_diffusion_commit_hash)
|
| 474 |
+
git_clone(blip_repo, repo_dir('BLIP'), "BLIP", blip_commit_hash)
|
| 475 |
+
|
| 476 |
+
startup_timer.record("clone repositores")
|
| 477 |
+
|
| 478 |
+
if not os.path.isfile(requirements_file):
|
| 479 |
+
requirements_file = os.path.join(script_path, requirements_file)
|
| 480 |
+
|
| 481 |
+
if not requirements_met(requirements_file):
|
| 482 |
+
run_pip(f"install -r \"{requirements_file}\"", "requirements")
|
| 483 |
+
startup_timer.record("install requirements")
|
| 484 |
+
|
| 485 |
+
if not os.path.isfile(requirements_file_for_npu):
|
| 486 |
+
requirements_file_for_npu = os.path.join(script_path, requirements_file_for_npu)
|
| 487 |
+
|
| 488 |
+
if "torch_npu" in torch_command and not requirements_met(requirements_file_for_npu):
|
| 489 |
+
run_pip(f"install -r \"{requirements_file_for_npu}\"", "requirements_for_npu")
|
| 490 |
+
startup_timer.record("install requirements_for_npu")
|
| 491 |
+
|
| 492 |
+
if not args.skip_install:
|
| 493 |
+
run_extensions_installers(settings_file=args.ui_settings_file)
|
| 494 |
+
|
| 495 |
+
if args.update_check:
|
| 496 |
+
version_check(commit)
|
| 497 |
+
startup_timer.record("check version")
|
| 498 |
+
|
| 499 |
+
if args.update_all_extensions:
|
| 500 |
+
git_pull_recursive(extensions_dir)
|
| 501 |
+
startup_timer.record("update extensions")
|
| 502 |
+
|
| 503 |
+
if "--exit" in sys.argv:
|
| 504 |
+
print("Exiting because of --exit argument")
|
| 505 |
+
exit(0)
|
| 506 |
+
|
| 507 |
+
|
| 508 |
+
|
| 509 |
+
def configure_for_tests():
|
| 510 |
+
if "--api" not in sys.argv:
|
| 511 |
+
sys.argv.append("--api")
|
| 512 |
+
if "--ckpt" not in sys.argv:
|
| 513 |
+
sys.argv.append("--ckpt")
|
| 514 |
+
sys.argv.append(os.path.join(script_path, "test/test_files/empty.pt"))
|
| 515 |
+
if "--skip-torch-cuda-test" not in sys.argv:
|
| 516 |
+
sys.argv.append("--skip-torch-cuda-test")
|
| 517 |
+
if "--disable-nan-check" not in sys.argv:
|
| 518 |
+
sys.argv.append("--disable-nan-check")
|
| 519 |
+
|
| 520 |
+
os.environ['COMMANDLINE_ARGS'] = ""
|
| 521 |
+
|
| 522 |
+
|
| 523 |
+
def configure_forge_reference_checkout(a1111_home: Path):
|
| 524 |
+
"""Set model paths based on an existing A1111 checkout."""
|
| 525 |
+
class ModelRef(NamedTuple):
|
| 526 |
+
arg_name: str
|
| 527 |
+
relative_path: str
|
| 528 |
+
|
| 529 |
+
refs = [
|
| 530 |
+
ModelRef(arg_name="--ckpt-dir", relative_path="models/Stable-diffusion"),
|
| 531 |
+
ModelRef(arg_name="--vae-dir", relative_path="models/VAE"),
|
| 532 |
+
ModelRef(arg_name="--hypernetwork-dir", relative_path="models/hypernetworks"),
|
| 533 |
+
ModelRef(arg_name="--embeddings-dir", relative_path="embeddings"),
|
| 534 |
+
ModelRef(arg_name="--lora-dir", relative_path="models/Lora"),
|
| 535 |
+
# Ref A1111 need to have sd-webui-controlnet installed.
|
| 536 |
+
ModelRef(arg_name="--controlnet-dir", relative_path="models/ControlNet"),
|
| 537 |
+
ModelRef(arg_name="--controlnet-preprocessor-models-dir", relative_path="extensions/sd-webui-controlnet/annotator/downloads"),
|
| 538 |
+
]
|
| 539 |
+
|
| 540 |
+
for ref in refs:
|
| 541 |
+
target_path = a1111_home / ref.relative_path
|
| 542 |
+
if not target_path.exists():
|
| 543 |
+
print(f"Path {target_path} does not exist. Skip setting {ref.arg_name}")
|
| 544 |
+
continue
|
| 545 |
+
|
| 546 |
+
if ref.arg_name in sys.argv:
|
| 547 |
+
# Do not override existing dir setting.
|
| 548 |
+
continue
|
| 549 |
+
|
| 550 |
+
sys.argv.append(ref.arg_name)
|
| 551 |
+
sys.argv.append(str(target_path))
|
| 552 |
+
|
| 553 |
+
|
| 554 |
+
def start():
|
| 555 |
+
print(f"Launching {'API server' if '--nowebui' in sys.argv else 'Web UI'} with arguments: {shlex.join(sys.argv[1:])}")
|
| 556 |
+
import webui
|
| 557 |
+
if '--nowebui' in sys.argv:
|
| 558 |
+
webui.api_only()
|
| 559 |
+
else:
|
| 560 |
+
webui.webui()
|
| 561 |
+
|
| 562 |
+
from modules_forge import main_thread
|
| 563 |
+
|
| 564 |
+
main_thread.loop()
|
| 565 |
+
return
|
| 566 |
+
|
| 567 |
+
|
| 568 |
+
def dump_sysinfo():
|
| 569 |
+
from modules import sysinfo
|
| 570 |
+
import datetime
|
| 571 |
+
|
| 572 |
+
text = sysinfo.get()
|
| 573 |
+
filename = f"sysinfo-{datetime.datetime.utcnow().strftime('%Y-%m-%d-%H-%M')}.json"
|
| 574 |
+
|
| 575 |
+
with open(filename, "w", encoding="utf8") as file:
|
| 576 |
+
file.write(text)
|
| 577 |
+
|
| 578 |
+
return filename
|