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def __getattr__(key: str):
# These imports need to be lazy to avoid circular import errors
if key == "hash_array":
from pandas.core.util.hashing import hash_array
return hash_array
if key == "hash_pandas_object":
from pandas.core.util.hashing import hash_pandas_object
return hash_pandas_object
if key == "Appender":
from pandas.util._decorators import Appender
return Appender
if key == "Substitution":
from pandas.util._decorators import Substitution
return Substitution
if key == "cache_readonly":
from pandas.util._decorators import cache_readonly
return cache_readonly
raise AttributeError(f"module 'pandas.util' has no attribute '{key}'")
def capitalize_first_letter(s):
return s[:1].upper() + s[1:]
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