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

# Ultralytics YOLO 🚀, AGPL-3.0 license

import contextlib
import re
import shutil
import subprocess
from itertools import repeat
from multiprocessing.pool import ThreadPool
from pathlib import Path
from urllib import parse, request

import requests
import torch
from tqdm import tqdm

from ultralytics.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 zip_directory(directory, compress=True, exclude=('.DS_Store', '__MACOSX'), progress=True):
    """
    Zips the contents of a directory, excluding files containing strings in the exclude list.
    The resulting zip file is named after the directory and placed alongside it.

    Args:
        directory (str | Path): The path to the directory to be zipped.
        compress (bool): Whether to compress the files while zipping. Default is True.
        exclude (tuple, optional): A tuple of filename strings to be excluded. Defaults to ('.DS_Store', '__MACOSX').
        progress (bool, optional): Whether to display a progress bar. Defaults to True.

    Returns:
        (Path): The path to the resulting zip file.

    Example:
        ```python
        from ultralytics.utils.downloads import zip_directory

        file = zip_directory('path/to/dir')
        ```
    """
    from zipfile import ZIP_DEFLATED, ZIP_STORED, ZipFile

    directory = Path(directory)
    if not directory.is_dir():
        raise FileNotFoundError(f"Directory '{directory}' does not exist.")

    # Unzip with progress bar
    files_to_zip = [f for f in directory.rglob('*') if f.is_file() and not any(x in f.name for x in exclude)]
    zip_file = directory.with_suffix('.zip')
    compression = ZIP_DEFLATED if compress else ZIP_STORED
    with ZipFile(zip_file, 'w', compression) as f:
        for file in tqdm(files_to_zip, desc=f'Zipping {directory} to {zip_file}...', unit='file', disable=not progress):
            f.write(file, file.relative_to(directory))

    return zip_file  # return path to zip file


def unzip_file(file, path=None, exclude=('.DS_Store', '__MACOSX'), exist_ok=False, progress=True):
    """
    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.
        progress (bool, optional): Whether to display a progress bar. Defaults to True.

    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.

    Example:
        ```python
        from ultralytics.utils.downloads import unzip_file

        dir = unzip_file('path/to/file.zip')
        ```
    """
    from zipfile import BadZipFile, ZipFile, is_zipfile

    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:
        files = [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 files}

        if len(top_level_dirs) > 1 or not files[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 tqdm(files, desc=f'Unzipping {file} to {Path(path).resolve()}...', unit='file', disable=not progress):
            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 get_google_drive_file_info(link):
    """
    Retrieves the direct download link and filename for a shareable Google Drive file link.

    Args:
        link (str): The shareable link of the Google Drive file.

    Returns:
        (str): Direct download URL for the Google Drive file.
        (str): Original filename of the Google Drive file. If filename extraction fails, returns None.

    Example:
        ```python
        from ultralytics.utils.downloads import get_google_drive_file_info

        link = "https://drive.google.com/file/d/1cqT-cJgANNrhIHCrEufUYhQ4RqiWG_lJ/view?usp=drive_link"
        url, filename = get_google_drive_file_info(link)
        ```
    """
    file_id = link.split('/d/')[1].split('/view')[0]
    drive_url = f'https://drive.google.com/uc?export=download&id={file_id}'

    # Start session
    filename = None
    with requests.Session() as session:
        response = session.get(drive_url, stream=True)
        if 'quota exceeded' in str(response.content.lower()):
            raise ConnectionError(
                emojis(f'❌  Google Drive file download quota exceeded. '
                       f'Please try again later or download this file manually at {link}.'))
        token = None
        for key, value in response.cookies.items():
            if key.startswith('download_warning'):
                token = value
        if token:
            drive_url = f'https://drive.google.com/uc?export=download&confirm={token}&id={file_id}'
        cd = response.headers.get('content-disposition')
        if cd:
            filename = re.findall('filename="(.+)"', cd)[0]
    return drive_url, filename


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.
    """

    # Check if the URL is a Google Drive link
    gdrive = 'drive.google.com' in url
    if gdrive:
        url, file = get_google_drive_file_info(url)

    f = dir / (file if gdrive else 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'
        desc = f"Downloading {url if gdrive else 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.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'):
        from zipfile import is_zipfile

        unzip_dir = dir or f.parent  # unzip to dir if provided else unzip in place
        if is_zipfile(f):
            unzip_dir = unzip_file(file=f, path=unzip_dir)  # unzip
        elif f.suffix in ('.tar', '.gz'):
            LOGGER.info(f'Unzipping {f} to {unzip_dir.resolve()}...')
            subprocess.run(['tar', 'xf' if f.suffix == '.tar' else 'xfz', f, '--directory', unzip_dir], check=True)
        if delete:
            f.unlink()  # remove zip
        return unzip_dir


def get_github_assets(repo='ultralytics/assets', version='latest', retry=False):
    """Return GitHub repo tag and assets (i.e. ['yolov8n.pt', 'yolov8s.pt', ...])."""
    if version != 'latest':
        version = f'tags/{version}'  # i.e. tags/v6.2
    url = f'https://api.github.com/repos/{repo}/releases/{version}'
    r = requests.get(url)  # github api
    if r.status_code != 200 and retry:
        r = requests.get(url)  # try again
    data = r.json()
    return data['tag_name'], [x['name'] for x in data['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.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)