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| import os | |
| import importlib | |
| import importlib.util | |
| import shutil | |
| import subprocess | |
| import sys | |
| import re | |
| import logging | |
| import importlib.metadata | |
| import packaging.version | |
| from packaging.requirements import Requirement | |
| logging.getLogger("torch.distributed.nn").setLevel(logging.ERROR) # sshh... | |
| logging.getLogger("xformers").addFilter(lambda record: 'A matching Triton is not available' not in record.getMessage()) | |
| re_requirement = re.compile(r"\s*([-\w]+)\s*(?:==\s*([-+.\w]+))?\s*") | |
| python = sys.executable | |
| default_command_live = (os.environ.get('LAUNCH_LIVE_OUTPUT') == "1") | |
| index_url = os.environ.get('INDEX_URL', "") | |
| modules_path = os.path.dirname(os.path.realpath(__file__)) | |
| script_path = os.path.dirname(modules_path) | |
| def is_installed(package): | |
| try: | |
| spec = importlib.util.find_spec(package) | |
| except ModuleNotFoundError: | |
| return False | |
| return spec is not None | |
| def run(command, desc=None, errdesc=None, custom_env=None, live: bool = default_command_live) -> str: | |
| if desc is not None: | |
| print(desc) | |
| run_kwargs = { | |
| "args": command, | |
| "shell": True, | |
| "env": os.environ if custom_env is None else custom_env, | |
| "encoding": 'utf8', | |
| "errors": 'ignore', | |
| } | |
| if not live: | |
| run_kwargs["stdout"] = run_kwargs["stderr"] = subprocess.PIPE | |
| result = subprocess.run(**run_kwargs) | |
| if result.returncode != 0: | |
| error_bits = [ | |
| f"{errdesc or 'Error running command'}.", | |
| f"Command: {command}", | |
| f"Error code: {result.returncode}", | |
| ] | |
| if result.stdout: | |
| error_bits.append(f"stdout: {result.stdout}") | |
| if result.stderr: | |
| error_bits.append(f"stderr: {result.stderr}") | |
| raise RuntimeError("\n".join(error_bits)) | |
| return (result.stdout or "") | |
| def run_pip(command, desc=None, live=default_command_live): | |
| try: | |
| index_url_line = f' --index-url {index_url}' if index_url != '' else '' | |
| return run(f'"{python}" -m pip {command} --prefer-binary{index_url_line}', desc=f"Installing {desc}", | |
| errdesc=f"Couldn't install {desc}", live=live) | |
| except Exception as e: | |
| print(e) | |
| print(f'CMD Failed {desc}: {command}') | |
| return None | |
| def requirements_met(requirements_file): | |
| with open(requirements_file, "r", encoding="utf8") as file: | |
| for line in file: | |
| line = line.strip() | |
| if line == "" or line.startswith('#'): | |
| continue | |
| requirement = Requirement(line) | |
| package = requirement.name | |
| try: | |
| version_installed = importlib.metadata.version(package) | |
| installed_version = packaging.version.parse(version_installed) | |
| # Check if the installed version satisfies the requirement | |
| if installed_version not in requirement.specifier: | |
| print(f"Version mismatch for {package}: Installed version {version_installed} does not meet requirement {requirement}") | |
| return False | |
| except Exception as e: | |
| print(f"Error checking version for {package}: {e}") | |
| return False | |
| return True | |
| def delete_folder_content(folder, prefix=None): | |
| result = True | |
| for filename in os.listdir(folder): | |
| file_path = os.path.join(folder, filename) | |
| try: | |
| if os.path.isfile(file_path) or os.path.islink(file_path): | |
| os.unlink(file_path) | |
| elif os.path.isdir(file_path): | |
| shutil.rmtree(file_path) | |
| except Exception as e: | |
| print(f'{prefix}Failed to delete {file_path}. Reason: {e}') | |
| result = False | |
| return result |