# Ultralytics YOLO 🚀, AGPL-3.0 license import contextlib import glob import os from datetime import datetime from pathlib import Path class WorkingDirectory(contextlib.ContextDecorator): # Usage: @WorkingDirectory(dir) decorator or 'with WorkingDirectory(dir):' context manager def __init__(self, new_dir): self.dir = new_dir # new dir self.cwd = Path.cwd().resolve() # current dir def __enter__(self): os.chdir(self.dir) def __exit__(self, exc_type, exc_val, exc_tb): os.chdir(self.cwd) def increment_path(path, exist_ok=False, sep='', mkdir=False): """ Increments a file or directory path, i.e. runs/exp --> runs/exp{sep}2, runs/exp{sep}3, ... etc. If the path exists and exist_ok is not set to True, the path will be incremented by appending a number and sep to the end of the path. If the path is a file, the file extension will be preserved. If the path is a directory, the number will be appended directly to the end of the path. If mkdir is set to True, the path will be created as a directory if it does not already exist. Args: path (str or pathlib.Path): Path to increment. exist_ok (bool, optional): If True, the path will not be incremented and will be returned as-is. Defaults to False. sep (str, optional): Separator to use between the path and the incrementation number. Defaults to an empty string. mkdir (bool, optional): If True, the path will be created as a directory if it does not exist. Defaults to False. Returns: pathlib.Path: Incremented path. """ path = Path(path) # os-agnostic if path.exists() and not exist_ok: path, suffix = (path.with_suffix(''), path.suffix) if path.is_file() else (path, '') # Method 1 for n in range(2, 9999): p = f'{path}{sep}{n}{suffix}' # increment path if not os.path.exists(p): # break path = Path(p) if mkdir: path.mkdir(parents=True, exist_ok=True) # make directory return path def file_age(path=__file__): # Return days since last file update dt = (datetime.now() - datetime.fromtimestamp(Path(path).stat().st_mtime)) # delta return dt.days # + dt.seconds / 86400 # fractional days def file_date(path=__file__): # Return human-readable file modification date, i.e. '2021-3-26' t = datetime.fromtimestamp(Path(path).stat().st_mtime) return f'{t.year}-{t.month}-{t.day}' def file_size(path): # Return file/dir size (MB) if isinstance(path, (str, Path)): mb = 1 << 20 # bytes to MiB (1024 ** 2) path = Path(path) if path.is_file(): return path.stat().st_size / mb elif path.is_dir(): return sum(f.stat().st_size for f in path.glob('**/*') if f.is_file()) / mb return 0.0 def get_latest_run(search_dir='.'): # Return path to most recent 'last.pt' in /runs (i.e. to --resume from) last_list = glob.glob(f'{search_dir}/**/last*.pt', recursive=True) return max(last_list, key=os.path.getctime) if last_list else ''