pd.to_numeric

pandas.to_numeric(arg, errors="raise", downcast=None)

Supported Arguments

argument	datatypes	other requirements
arg	Series or Array
downcast	String and one of ('integer', 'signed', 'unsigned', 'float')	Must be constant at Compile Time

Note

• Output type is float64 by default
• Unlike Pandas, Bodo does not dynamically determine output type, and does not downcast to the smallest numerical type.
• downcast parameter should be used for type annotation of output.

Example Usage

>>> @bodo.jit
... def f(S):
...     return pd.to_numeric(S, errors="coerce", downcast="integer")

>>> S = pd.Series(["1", "3", "12", "4", None, "-555"])
>>> f(S)

0       1
1       3
2      12
3       4
4    <NA>
5    -555
dtype: Int64