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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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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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