# Ultralytics YOLO 🚀, GPL-3.0 license import contextlib import subprocess from itertools import repeat from multiprocessing.pool import ThreadPool from pathlib import Path from urllib import parse, request from zipfile import BadZipFile, ZipFile, is_zipfile import requests import torch from tqdm import tqdm from ultralytics.yolo.utils import LOGGER GITHUB_ASSET_NAMES = [f'yolov8{size}{suffix}.pt' for size in 'nsmlx' for suffix in ('', '6', '-cls', '-seg')] + \ [f'yolov5{size}u.pt' for size in 'nsmlx'] + \ [f'yolov3{size}u.pt' for size in ('', '-spp', '-tiny')] GITHUB_ASSET_STEMS = [Path(k).stem for k in GITHUB_ASSET_NAMES] def is_url(url, check=True): # Check if string is URL and check if URL exists with contextlib.suppress(Exception): url = str(url) result = parse.urlparse(url) assert all([result.scheme, result.netloc]) # check if is url if check: with request.urlopen(url) as response: return response.getcode() == 200 # check if exists online return True return False def unzip_file(file, path=None, exclude=('.DS_Store', '__MACOSX')): """ Unzip a *.zip file to path/, excluding files containing strings in exclude list Replaces: ZipFile(file).extractall(path=path) """ if not (Path(file).exists() and is_zipfile(file)): raise BadZipFile(f"File '{file}' does not exist or is a bad zip file.") 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) return zipObj.namelist()[0] # return unzip dir def safe_download(url, file=None, dir=None, unzip=True, delete=False, curl=False, retry=3, min_bytes=1E0, progress=True): """ Function for downloading files from a URL, with options for retrying, unzipping, and deleting the downloaded file. Args: url: str: The URL of the file to be downloaded. file: str, optional: The filename of the downloaded file. If not provided, the file will be saved with the same name as the URL. dir: str, optional: The directory to save the downloaded file. If not provided, the file will be saved in the current working directory. unzip: bool, optional: Whether to unzip the downloaded file. Default: True. delete: bool, optional: Whether to delete the downloaded file after unzipping. Default: False. curl: bool, optional: Whether to use curl command line tool for downloading. Default: False. retry: int, optional: The number of times to retry the download in case of failure. Default: 3. min_bytes: float, optional: The minimum number of bytes that the downloaded file should have, to be considered a successful download. Default: 1E0. progress: bool, optional: Whether to display a progress bar during the download. Default: True. """ if '://' not in str(url) and Path(url).is_file(): # exists ('://' check required in Windows Python<3.10) f = Path(url) # filename else: # does not exist assert dir or file, 'dir or file required for download' f = dir / Path(url).name if dir else Path(file) desc = f'Downloading {url} to {f}' LOGGER.info(f'{desc}...') f.parent.mkdir(parents=True, exist_ok=True) # make directory if missing for i in range(retry + 1): try: if curl or i > 0: # curl download with retry, continue s = 'sS' * (not progress) # silent r = subprocess.run(['curl', '-#', f'-{s}L', url, '-o', f, '--retry', '9', '-C', '-']).returncode assert r == 0, f'Curl return value {r}' else: # urllib download method = 'torch' if method == 'torch': torch.hub.download_url_to_file(url, f, progress=progress) else: from ultralytics.yolo.utils import TQDM_BAR_FORMAT with request.urlopen(url) as response, tqdm(total=int(response.getheader('Content-Length', 0)), desc=desc, disable=not progress, unit='B', unit_scale=True, unit_divisor=1024, bar_format=TQDM_BAR_FORMAT) as pbar: with open(f, 'wb') as f_opened: for data in response: f_opened.write(data) pbar.update(len(data)) if f.exists(): if f.stat().st_size > min_bytes: break # success f.unlink() # remove partial downloads except Exception as e: if i >= retry: raise ConnectionError(f'❌ Download failure for {url}') from e LOGGER.warning(f'⚠️ Download failure, retrying {i + 1}/{retry} {url}...') if unzip and f.exists() and f.suffix in {'.zip', '.tar', '.gz'}: unzip_dir = dir or f.parent # unzip to dir if provided else unzip in place LOGGER.info(f'Unzipping {f} to {unzip_dir}...') if f.suffix == '.zip': unzip_dir = unzip_file(file=f, path=unzip_dir) # unzip elif f.suffix == '.tar': subprocess.run(['tar', 'xf', f, '--directory', unzip_dir], check=True) # unzip elif f.suffix == '.gz': subprocess.run(['tar', 'xfz', f, '--directory', unzip_dir], check=True) # unzip if delete: f.unlink() # remove zip return unzip_dir def attempt_download_asset(file, repo='ultralytics/assets', release='v0.0.0'): # Attempt file download from GitHub release assets if not found locally. release = 'latest', 'v6.2', etc. from ultralytics.yolo.utils import SETTINGS from ultralytics.yolo.utils.checks import check_yolov5u_filename def github_assets(repository, version='latest'): # Return GitHub repo tag and assets (i.e. ['yolov8n.pt', 'yolov8s.pt', ...]) if version != 'latest': version = f'tags/{version}' # i.e. tags/v6.2 response = requests.get(f'https://api.github.com/repos/{repository}/releases/{version}').json() # github api return response['tag_name'], [x['name'] for x in response['assets']] # tag, assets # YOLOv3/5u updates file = str(file) file = check_yolov5u_filename(file) file = Path(file.strip().replace("'", '')) if file.exists(): return str(file) elif (SETTINGS['weights_dir'] / file).exists(): return str(SETTINGS['weights_dir'] / file) else: # URL specified name = Path(parse.unquote(str(file))).name # decode '%2F' to '/' etc. if str(file).startswith(('http:/', 'https:/')): # download url = str(file).replace(':/', '://') # Pathlib turns :// -> :/ file = name.split('?')[0] # parse authentication https://url.com/file.txt?auth... if Path(file).is_file(): LOGGER.info(f'Found {url} locally at {file}') # file already exists else: safe_download(url=url, file=file, min_bytes=1E5) return file # GitHub assets assets = GITHUB_ASSET_NAMES try: tag, assets = github_assets(repo, release) except Exception: try: tag, assets = github_assets(repo) # latest release except Exception: try: tag = subprocess.check_output(['git', 'tag']).decode().split()[-1] except Exception: tag = release file.parent.mkdir(parents=True, exist_ok=True) # make parent dir (if required) if name in assets: safe_download(url=f'https://github.com/{repo}/releases/download/{tag}/{name}', file=file, min_bytes=1E5) return str(file) def download(url, dir=Path.cwd(), unzip=True, delete=False, curl=False, threads=1, retry=3): # Multithreaded file download and unzip function, used in data.yaml for autodownload dir = Path(dir) dir.mkdir(parents=True, exist_ok=True) # make directory if threads > 1: with ThreadPool(threads) as pool: pool.map( lambda x: safe_download( url=x[0], dir=x[1], unzip=unzip, delete=delete, curl=curl, retry=retry, progress=threads <= 1), zip(url, repeat(dir))) pool.close() pool.join() else: for u in [url] if isinstance(url, (str, Path)) else url: safe_download(url=u, dir=dir, unzip=unzip, delete=delete, curl=curl, retry=retry)