h0SrSSKJr SSKrSSKrSSKJr SSKJrJ r SSK J r SSK J r SSKJrJr SS KJrJr S r\R."\5rSS jr"S S5rg!\a S rN,f=f)zThis module provides mixin functionality for the Albumentations library. It includes utility functions and classes to enhance the core capabilities. ) annotationsN)Path)AnyCallable)load)save)HfApihf_hub_download)HfHubHTTPErrorSoftTemporaryDirectoryTFcJ^[R"T5SU4Sjj5nU$)atDecorator to require huggingface_hub. This decorator ensures that the `huggingface_hub` package is installed before executing the decorated function. If the package is not installed, it raises an ImportError with instructions on how to install it. Args: func (Callable[..., Any]): The function to decorate. Returns: Callable[..., Any]: The decorated function. c\>[(d[STRS35eT"U0UD6$)Nz-You need to install `huggingface_hub` to use zJ. Run `pip install huggingface_hub`, or `pip install albumentations[hub]`.)is_huggingface_hub_available ImportError__name__)argskwargsfuncs W/var/www/fran/franai/venv/lib/python3.13/site-packages/albumentations/core/hub_mixin.pywrapper(require_huggingface_hub..wrapper)s@++? O[[ T$V$$)rrrrreturnr) functoolswraps)rrs` rrequire_huggingface_hubrs'__T%% Nrc \rSrSrSrSrSrSSjr\SSj5r SSS SS .SS jjr \SSS S S SS S .SS jj5r \ SSSSS S S S.SSjj5r Srg )HubMixin5aMixin class for Hugging Face Hub integration. This class provides functionality for saving and loading transforms to/from the Hugging Face Hub. It enables serialization, deserialization, and sharing of transform configurations. Args: _CONFIG_KEYS (tuple[str, ...]): Keys used for configuration files. _CONFIG_FILE_NAME_TEMPLATE (str): Template for configuration filenames. )trainevalzalbumentations_config_{}.jsoncX[U5nURSSS9 X- n[XSS9 U$)a Save the transform to a specified directory. Args: save_directory (Union[str, Path]): Directory where the transform will be saved. filename (str): Name of the file to save the transform. Returns: Path: Path to the saved transform file. T)parentsexist_okjson data_format)rmkdirsave_transform)selfsave_directoryfilename save_paths r_save_pretrainedHubMixin._save_pretrainedEs;n-TD9"-  tF;rc2[U5U- n[USS9$)a Load a transform from a specified directory. Args: save_directory (Union[str, Path]): Directory from where the transform will be loaded. filename (str): Name of the file to load the transform from. Returns: A.Compose: Loaded transform. r%r&)rload_transform)clsr+r,r-s r_from_pretrainedHubMixin._from_pretrained\s (83 iV<!S0A0A%A % n7 ',,.F~.33##GGGG Gr)r5force_downloadproxiestoken cache_dirlocal_files_onlyrevisionc URRU5n [U5nSn UR5(aXR 5V s/sHoR PM sn ;aUR XS9n Of[(a3[RU S[U5R5S35 O([U S[U5R5S35eU bU $[[U5RSS5U UUUUUUS9n [U 5R[U 5R pUR XS9$s sn f![ an[!U S 35UeSnAff=f) a0Load a transform from the Huggingface Hub or a local directory. Args: directory_or_repo_id (`str`, `Path`): - Either the `repo_id` (string) of a repo with hosted transform on the Hub, e.g. `qubvel-hf/albu`. - Or a path to a `directory` containing transform config saved using [`~albumentations.Compose.save_pretrained`], e.g., `../path/to/my_directory/`. key (`str`, *optional*): Key to identify the configuration type, one of ["train", "eval"]. Defaults to "eval". revision (`str`, *optional*): Revision of the repo on the Hub. Can be a branch name, a git tag or any commit id. Defaults to the latest commit on `main` branch. force_download (`bool`, *optional*, defaults to `False`): Whether to force (re-)downloading the transform configuration files from the Hub, overriding the existing cache. proxies (`dict[str, str]`, *optional*): A dictionary of proxy servers to use by protocol or endpoint, e.g., `{'http': 'foo.bar:3128', 'http://hostname': 'foo.bar:4012'}`. The proxies are used on every request. token (`str` or `bool`, *optional*): The token to use as HTTP bearer authorization for remote files. By default, it will use the token cached when running `huggingface-cli login`. cache_dir (`str`, `Path`, *optional*): Path to the folder where cached files are stored. local_files_only (`bool`, *optional*, defaults to `False`): If `True`, avoid downloading the file and return the path to the local cached file if it exists. N)r+r,z not found in z, trying to load from the Hub.z8. Please install `huggingface_hub` to load from the Hub.\/)r7r,rKrIrFrGrHrJz! not found on the HuggingFace Hub)r?r@ris_diriterdirrBr3rloggerinforesolveFileNotFoundErrorr strreplaceparentr )r2directory_or_repo_idr5rFrGrHrIrJrKr, transformf config_file directoryes rfrom_pretrainedHubMixin.from_pretrainedsP1188=#$89  & & ( (,H,H,JK,JqFF,JKK00@T0h -- jt4H/I/Q/Q/S.TTrs(jt4H/I/Q/Q/S.TUNN    X)0199$D!!#-!1 K#'{"3":":Dr create_repor7r rr?r@r. upload_file)r*r7r5r6r`rarHrbrcapitmpr+r,r-s rr8HubMixin.push_to_hubsT!S0A0A%A %> >  >  >>>>> >>rr)rCallable[..., Any]rrv)rs __future__rrloggingpathlibrtypingrr!albumentations.core.serializationrr1rr)huggingface_hubr r huggingface_hub.utilsr r rr getLoggerrrQrrr<rrrsm# DD)6L#'    8 $6vvC)#( )sA A+*A+