Download register.py from unitxt/data: direct link, hf CLI and curl.
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- Download file 2.62 kB
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https://huggingface.co/datasets/unitxt/data/resolve/c5dfd57b4e6d1eef1483348bf44cf5bf0f48dcb0/register.py
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hf download hf://datasets/unitxt/data@c5dfd57b4e6d1eef1483348bf44cf5bf0f48dcb0/register.py
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curl -L -o register.py https://huggingface.co/datasets/unitxt/data/resolve/c5dfd57b4e6d1eef1483348bf44cf5bf0f48dcb0/register.py
2.62 kB
| import importlib | |
| import inspect | |
| import os | |
| from .artifact import Artifact, Artifactories | |
| from .catalog import PATHS_SEP, EnvironmentLocalCatalog, GithubCatalog, LocalCatalog | |
| from .utils import Singleton | |
| UNITXT_ARTIFACTORIES_ENV_VAR = "UNITXT_ARTIFACTORIES" | |
| # Usage | |
| non_registered_files = [ | |
| "__init__.py", | |
| "artifact.py", | |
| "utils.py", | |
| "register.py", | |
| "metric.py", | |
| "dataset.py", | |
| "blocks.py", | |
| ] | |
| def _register_catalog(catalog: LocalCatalog): | |
| Artifactories().register(catalog) | |
| def _unregister_catalog(catalog: LocalCatalog): | |
| Artifactories().unregister(catalog) | |
| def register_local_catalog(catalog_path: str): | |
| assert os.path.exists(catalog_path), f"Catalog path {catalog_path} does not exist." | |
| assert os.path.isdir( | |
| catalog_path | |
| ), f"Catalog path {catalog_path} is not a directory." | |
| _register_catalog(LocalCatalog(location=catalog_path)) | |
| def _catalogs_list(): | |
| return list(Artifactories()) | |
| def _register_all_catalogs(): | |
| _register_catalog(GithubCatalog()) | |
| _register_catalog(LocalCatalog()) | |
| _reset_env_local_catalogs() | |
| def _reset_env_local_catalogs(): | |
| for catalog in _catalogs_list(): | |
| if isinstance(catalog, EnvironmentLocalCatalog): | |
| _unregister_catalog(catalog) | |
| if UNITXT_ARTIFACTORIES_ENV_VAR in os.environ: | |
| for path in os.environ[UNITXT_ARTIFACTORIES_ENV_VAR].split(PATHS_SEP): | |
| _register_catalog(EnvironmentLocalCatalog(location=path)) | |
| def _register_all_artifacts(): | |
| dir = os.path.dirname(__file__) | |
| file_name = os.path.basename(__file__) | |
| for file in os.listdir(dir): | |
| if ( | |
| file.endswith(".py") | |
| and file not in non_registered_files | |
| and file != file_name | |
| ): | |
| module_name = file.replace(".py", "") | |
| module = importlib.import_module("." + module_name, __package__) | |
| for _name, obj in inspect.getmembers(module): | |
| # Make sure the object is a class | |
| if inspect.isclass(obj): | |
| # Make sure the class is a subclass of Artifact (but not Artifact itself) | |
| if issubclass(obj, Artifact) and obj is not Artifact: | |
| Artifact.register_class(obj) | |
| class ProjectArtifactRegisterer(metaclass=Singleton): | |
| def __init__(self): | |
| if not hasattr(self, "_registered"): | |
| self._registered = False | |
| if not self._registered: | |
| _register_all_catalogs() | |
| _register_all_artifacts() | |
| self._registered = True | |
| def register_all_artifacts(): | |
| ProjectArtifactRegisterer() | |