YOLOv8-16bit/ultralytics/yolo/utils/downloads.py

# Ultralytics YOLO 🚀, AGPL-3.0 license

import contextlib
import shutil
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, checks, clean_url, emojis, is_online, url2file

GITHUB_ASSET_NAMES = [f'yolov8{k}{suffix}.pt' for k in 'nsmlx' for suffix in ('', '6', '-cls', '-seg', '-pose')] + \
                     [f'yolov5{k}u.pt' for k in 'nsmlx'] + \
                     [f'yolov3{k}u.pt' for k in ('', '-spp', '-tiny')] + \
                     [f'yolo_nas_{k}.pt' for k in 'sml'] + \
                     [f'sam_{k}.pt' for k in 'bl'] + \
                     [f'FastSAM-{k}.pt' for k in 'sx'] + \
                     [f'rtdetr-{k}.pt' for k in 'lx'] + \
                     ['mobile_sam.pt']
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'), exist_ok=False):
    """
    Unzips a *.zip file to the specified path, excluding files containing strings in the exclude list.

    If the zipfile does not contain a single top-level directory, the function will create a new
    directory with the same name as the zipfile (without the extension) to extract its contents.
    If a path is not provided, the function will use the parent directory of the zipfile as the default path.

    Args:
        file (str): The path to the zipfile to be extracted.
        path (str, optional): The path to extract the zipfile to. Defaults to None.
        exclude (tuple, optional): A tuple of filename strings to be excluded. Defaults to ('.DS_Store', '__MACOSX').
        exist_ok (bool, optional): Whether to overwrite existing contents if they exist. Defaults to False.

    Raises:
        BadZipFile: If the provided file does not exist or is not a valid zipfile.

    Returns:
        (Path): The path to the directory where the zipfile was extracted.
    """
    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

    # Unzip the file contents
    with ZipFile(file) as zipObj:
        file_list = [f for f in zipObj.namelist() if all(x not in f for x in exclude)]
        top_level_dirs = {Path(f).parts[0] for f in file_list}

        if len(top_level_dirs) > 1 or not file_list[0].endswith('/'):
            path = Path(path) / Path(file).stem  # define new unzip directory

        # Check if destination directory already exists and contains files
        extract_path = Path(path) / list(top_level_dirs)[0]
        if extract_path.exists() and any(extract_path.iterdir()) and not exist_ok:
            # If it exists and is not empty, return the path without unzipping
            LOGGER.info(f'Skipping {file} unzip (already unzipped)')
            return path

        for f in file_list:
            zipObj.extract(f, path=path)

    return path  # return unzip dir


def check_disk_space(url='https://ultralytics.com/assets/coco128.zip', sf=1.5, hard=True):
    """
    Check if there is sufficient disk space to download and store a file.

    Args:
        url (str, optional): The URL to the file. Defaults to 'https://ultralytics.com/assets/coco128.zip'.
        sf (float, optional): Safety factor, the multiplier for the required free space. Defaults to 2.0.
        hard (bool, optional): Whether to throw an error or not on insufficient disk space. Defaults to True.

    Returns:
        (bool): True if there is sufficient disk space, False otherwise.
    """
    with contextlib.suppress(Exception):
        gib = 1 << 30  # bytes per GiB
        data = int(requests.head(url).headers['Content-Length']) / gib  # file size (GB)
        total, used, free = (x / gib for x in shutil.disk_usage('/'))  # bytes
        if data * sf < free:
            return True  # sufficient space

        # Insufficient space
        text = (f'WARNING ⚠️ Insufficient free disk space {free:.1f} GB < {data * sf:.3f} GB required, '
                f'Please free {data * sf - free:.1f} GB additional disk space and try again.')
        if hard:
            raise MemoryError(text)
        else:
            LOGGER.warning(text)
            return False

            # Pass if error
    return True


def safe_download(url,
                  file=None,
                  dir=None,
                  unzip=True,
                  delete=False,
                  curl=False,
                  retry=3,
                  min_bytes=1E0,
                  progress=True):
    """
    Downloads 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.
    """
    f = dir / url2file(url) if dir else Path(file)  # URL converted to filename
    if '://' not in str(url) and Path(url).is_file():  # URL exists ('://' check required in Windows Python<3.10)
        f = Path(url)  # filename
    elif not f.is_file():  # URL and file do not exist
        assert dir or file, 'dir or file required for download'
        f = dir / url2file(url) if dir else Path(file)
        desc = f'Downloading {clean_url(url)} to {f}'
        LOGGER.info(f'{desc}...')
        f.parent.mkdir(parents=True, exist_ok=True)  # make directory if missing
        check_disk_space(url)
        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', '3', '-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 == 0 and not is_online():
                    raise ConnectionError(emojis(f'❌  Download failure for {url}. Environment is not online.')) from e
                elif i >= retry:
                    raise ConnectionError(emojis(f'❌  Download failure for {url}. Retry limit reached.')) 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.absolute()}...')
        if is_zipfile(f):
            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 get_github_assets(repo='ultralytics/assets', 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/{repo}/releases/{version}').json()  # github api
    return response['tag_name'], [x['name'] for x in response['assets']]  # tag, assets


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  # scoped for circular import

    # YOLOv3/5u updates
    file = str(file)
    file = checks.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 = url2file(name)  # parse authentication https://url.com/file.txt?auth...
            if Path(file).is_file():
                LOGGER.info(f'Found {clean_url(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 = get_github_assets(repo, release)
        except Exception:
            try:
                tag, assets = get_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):
    """Downloads and unzips files concurrently if threads > 1, else sequentially."""
    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)