def cast_to_inferred(data: Sequence, typeset: VisionsTypeset) -> Sequence:
"""Casts a DataFrame into a typeset by first performing column wise type inference against
a provided typeset
Args:
data: the DataFrame to cast
typeset: the Typeset in which we cast
Returns:
A tuple of the casted DataFrame and the types to which the columns were cast
"""
return typeset.cast_to_inferred(data)
def cast_to_inferred(data: Union[pd.Series, pd.DataFrame],
typeset: VisionsTypeset) -> Tuple[pd.DataFrame, dict]:
"""Casts a DataFrame into a typeset by first performing column wise type inference against
a provided typeset
Args:
df: the DataFrame to cast
typeset: the Typeset in which we cast
Returns:
A tuple of the casted DataFrame and the types to which the columns were cast
"""
return typeset.cast_to_inferred(data)
