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Add warning for deep copy #1531

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Sep 23, 2024
Merged

Add warning for deep copy #1531

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5 changes: 5 additions & 0 deletions dspy/primitives/module.py
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Original file line number Diff line number Diff line change
@@ -1,4 +1,5 @@
import copy
import logging
from collections import deque
from collections.abc import Generator

Expand Down Expand Up @@ -125,6 +126,10 @@ def deepcopy(self):
# Try to deep copy the attribute
setattr(new_instance, attr, copy.deepcopy(value))
except Exception:
logging.warning(
f"Failed to deep copy attribute '{attr}' of {self.__class__.__name__}, "
"falling back to shallow copy or reference copy."
)
try:
# Fallback to shallow copy if deep copy fails
setattr(new_instance, attr, copy.copy(value))
Expand Down
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