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load.py
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@@ -1,21 +1,11 @@
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from typing import Union
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from datasets import DatasetDict
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from .artifact import Artifact
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from .catalog import LocalCatalog
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from .operator import StreamSource
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def load_stream(source_name_or_path: str) -> StreamSource:
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if Artifact.is_artifact_file(source_name_or_path):
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return Artifact.load(source_name_or_path)
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else:
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return LocalCatalog().load(source_name_or_path)
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def load_dataset(source: Union[StreamSource, str]) -> DatasetDict:
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assert isinstance(source, (StreamSource, str)), "source must be a StreamSource or a string"
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if isinstance(source, str):
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return
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from typing import Union
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from datasets import DatasetDict
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from .artifact import fetch_artifact
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from .operator import StreamSource
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def load_dataset(source: Union[StreamSource, str]) -> DatasetDict:
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assert isinstance(source, (StreamSource, str)), "source must be a StreamSource or a string"
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if isinstance(source, str):
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artifact, _ = fetch_artifact(source)
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return artifact().to_dataset()
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