33 lines
1.3 KiB
Python
33 lines
1.3 KiB
Python
# mypy: allow-untyped-defs
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from torch.fx.proxy import Proxy
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from ._compatibility import compatibility
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@compatibility(is_backward_compatible=False)
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def annotate(val, type):
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"""
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Annotates a Proxy object with a given type.
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This function annotates a val with a given type if a type of the val is a torch.fx.Proxy object
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Args:
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val (object): An object to be annotated if its type is torch.fx.Proxy.
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type (object): A type to be assigned to a given proxy object as val.
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Returns:
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The given val.
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Raises:
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RuntimeError: If a val already has a type in its node.
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"""
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if isinstance(val, Proxy):
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if val.node.type:
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raise RuntimeError(f"Tried to annotate a value that already had a type on it!"
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f" Existing type is {val.node.type} "
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f"and new type is {type}. "
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f"This could happen if you tried to annotate a function parameter "
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f"value (in which case you should use the type slot "
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f"on the function signature) or you called "
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f"annotate on the same value twice")
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else:
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val.node.type = type
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return val
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else:
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return val
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