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import os
import importlib
import importlib.util
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
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