import contextlib import glob import os import urllib from datetime import datetime from pathlib import Path from zipfile import ZipFile import yaml 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): """ Increment file or directory path, i.e. runs/exp --> runs/exp{sep}2, runs/exp{sep}3, ... etc. # TODO: docs """ 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 yaml_save(file='data.yaml', data=None): # Single-line safe yaml saving with open(file, 'w') as f: yaml.safe_dump({k: str(v) if isinstance(v, Path) else v for k, v in data.items()}, f, sort_keys=False) def yaml_load(file='data.yaml'): # Single-line safe yaml loading with open(file, errors='ignore') as f: return {**yaml.safe_load(f), 'yaml_file': file} # add YAML filename to dict and return def unzip_file(file, path=None, exclude=('.DS_Store', '__MACOSX')): # Unzip a *.zip file to path/, excluding files containing strings in exclude list if path is None: path = Path(file).parent # default path with ZipFile(file) as zipObj: for f in zipObj.namelist(): # list all archived filenames in the zip if all(x not in f for x in exclude): zipObj.extract(f, path=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) 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 else: return 0.0 def url2file(url): # Convert URL to filename, i.e. https://url.com/file.txt?auth -> file.txt url = str(Path(url)).replace(':/', '://') # Pathlib turns :// -> :/ return Path(urllib.parse.unquote(url)).name.split('?')[0] # '%2F' to '/', split https://url.com/file.txt?auth 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 ''