The existing implementation of Series.div() doesn't same as pandas.
>>> pser
0 100.0
1 NaN
2 -300.0
3 NaN
4 500.0
5 -700.0
Name: Koalas, dtype: float64
>>> pser.div(0)
0 inf
1 NaN
2 -inf
3 NaN
4 inf
5 -inf
Name: Koalas, dtype: float64
>>> ks.from_pandas(pser).div(0)
0 None
1 None
2 None
3 None
4 None
5 None
Name: Koalas, dtype: object