Upload catalog.py with huggingface_hub
Browse files- catalog.py +86 -0
catalog.py
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from unitxt.artifact import Artifact
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from .artifact import Artifact, Artifactory, register_atrifactory
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from abc import abstractmethod
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from dataclasses import field
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import os
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from .file_utils import get_all_files_in_dir
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class Catalog(Artifactory):
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name: str = None
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location: str = None
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catalog_path = os.path.dirname(__file__) + "/catalog"
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class LocalCatalog(Catalog):
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name: str = "local"
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location: str = catalog_path
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@property
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def path_dict(self):
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result = {}
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for path in get_all_files_in_dir(self.location, recursive=True, file_extension=".json"):
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name = os.path.splitext(os.path.basename(path))[0]
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result[name] = path
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return result
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def path(self, artifact_identifier: str):
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return self.path_dict.get(artifact_identifier, None)
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def load(self, artifact_identifier: str):
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assert artifact_identifier in self, "Artifact with name {} does not exist".format(artifact_identifier)
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path = self.path(artifact_identifier)
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artifact_instance = Artifact.load(path)
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return artifact_instance
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def __getitem__(self, name) -> Artifact:
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return self.load(name)
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def __contains__(self, artifact_identifier: str):
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if not os.path.exists(self.location):
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return False
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path = self.path(artifact_identifier)
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if path is None:
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return False
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return os.path.exists(path) and os.path.isfile(path)
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def save(self, artifact: Artifact, artifact_identifier: str, collection: str, overwrite: bool = False):
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assert isinstance(artifact, Artifact), "Artifact must be an instance of Artifact"
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if not overwrite:
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assert (
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artifact_identifier not in self
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), f"Artifact with name {artifact_identifier} already exists in catalog {self.name}"
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collection_dir = os.path.join(self.location, collection)
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os.makedirs(collection_dir, exist_ok=True)
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path = os.path.join(collection_dir, artifact_identifier + ".json")
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artifact.save(path)
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register_atrifactory(LocalCatalog())
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try:
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import unitxt
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library_catalog = LocalCatalog("library", unitxt.__path__[0] + "/catalog")
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register_atrifactory(library_catalog)
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except:
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pass
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# create a catalog for the community
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class CommunityCatalog(Catalog):
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name = "community"
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location = "https://raw.githubusercontent.com/unitxt/unitxt/main/catalog/community.json"
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def load(self, artifact_identifier: str):
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pass
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def add_to_catalog(artifact: Artifact, name: str, collection=str, catalog: Catalog = None, overwrite: bool = False):
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if catalog is None:
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catalog = LocalCatalog()
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catalog.save(artifact, name, collection, overwrite=overwrite)
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