featurebyte.Target.astype

astype(

new_type: Union[Type[int], Type[float], Type[str], Literal["int", "float", "str"]]

) -> FrozenSeriesT

Description

Convert a Series to have a new type. This is useful for converting a series between a string, and numerical types, or vice-versa.

Parameters

• new_type: Union[Type[int], Type[float], Type[str], Literal["int", "float", "str"]]
  Desired type after conversion. Type can be provided directly, or as a string.
  
  

Returns

• FrozenSeriesT
  A new Series with converted variable type.
  
  

Raises

• TypeError
  If the Series dtype does not support type conversion.
  
  

Examples

Convert a numerical series to a string series, and back to an int series.

>>> event_view = catalog.get_view("GROCERYINVOICE")
>>> event_view["Amount"] = event_view["Amount"].astype(str)
>>> event_view["Amount"] = event_view["Amount"].astype(int)