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modin 'Series' object has no attribute 'asi8'

See original GitHub issue

System information

OS X 11.6.4 Modin version ‘0.15.2’ Python 3.9.12

Describe the problem

Subtracting a DatetimeIndex and a modin Series fails since modin Series doesn’t have asi8 attribute.

Source code / logs

>>> import modin.pandas as pd
>>> df = pd.DataFrame({'date':[1,2,3,4]})
UserWarning: Distributing <class 'dict'> object. This may take some time.
>>> df['dob'] = pd.date_range(start='1/1/1930', periods=len(df), freq='D')
>>> df['date'] = pd.date_range(start='1/1/1982', periods=len(df), freq='D')
>>> df.set_index('date', inplace=True)
>>> print(type(df.index))
<class 'pandas.core.indexes.datetimes.DatetimeIndex'>
>>> print(type(df.dob))
<class 'modin.pandas.series.Series'>
>>> df.index - df.dob
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/usr/local/Caskroom/miniforge/base/envs/enobase3/lib/python3.9/site-packages/pandas/core/ops/common.py", line 70, in new_method
    return method(self, other)
  File "/usr/local/Caskroom/miniforge/base/envs/enobase3/lib/python3.9/site-packages/pandas/core/arraylike.py", line 108, in __sub__
    return self._arith_method(other, operator.sub)
  File "/usr/local/Caskroom/miniforge/base/envs/enobase3/lib/python3.9/site-packages/pandas/core/indexes/base.py", line 6717, in _arith_method
    return super()._arith_method(other, op)
  File "/usr/local/Caskroom/miniforge/base/envs/enobase3/lib/python3.9/site-packages/pandas/core/base.py", line 1295, in _arith_method
    result = ops.arithmetic_op(lvalues, rvalues, op)
  File "/usr/local/Caskroom/miniforge/base/envs/enobase3/lib/python3.9/site-packages/pandas/core/ops/array_ops.py", line 216, in arithmetic_op
    res_values = op(left, right)
  File "/usr/local/Caskroom/miniforge/base/envs/enobase3/lib/python3.9/site-packages/pandas/core/ops/common.py", line 70, in new_method
    return method(self, other)
  File "/usr/local/Caskroom/miniforge/base/envs/enobase3/lib/python3.9/site-packages/pandas/core/arrays/datetimelike.py", line 1340, in __sub__
    result = self._sub_datetime_arraylike(other)
  File "/usr/local/Caskroom/miniforge/base/envs/enobase3/lib/python3.9/site-packages/pandas/core/arrays/datetimes.py", line 738, in _sub_datetime_arraylike
    other_i8 = other.asi8
  File "/usr/local/Caskroom/miniforge/base/envs/enobase3/lib/python3.9/site-packages/modin/logging/logger_metaclass.py", line 68, in log_wrap
    return method(*args, **kwargs)
  File "/usr/local/Caskroom/miniforge/base/envs/enobase3/lib/python3.9/site-packages/modin/pandas/series.py", line 335, in __getattr__
    raise e
  File "/usr/local/Caskroom/miniforge/base/envs/enobase3/lib/python3.9/site-packages/modin/pandas/series.py", line 331, in __getattr__
    return object.__getattribute__(self, key)
AttributeError: 'Series' object has no attribute 'asi8'

Issue Analytics

State:
Created a year ago
Comments:15 (15 by maintainers)

Top GitHub Comments

1reaction

jbrockmendelcommented, Jul 6, 2022

we can try to subclass pd.Index instead

This is ostensibly supported but really not advisable https://github.com/pandas-dev/pandas/issues/45289

1reaction

jbrockmendelcommented, Jul 6, 2022

Looks like the fundamental problem here is that pd.Index.__sub__(ModinSeries) is not returning NotImplemented. The reversed op df["dob"].__rsub__(df.index) works as expected.

A hacky-but-feasible solution would be to implement Series.asi8 to return ser.to_numpy().view(“i8”).

The correct solution is going to have to live upstream, same underlying issue as https://github.com/pandas-dev/pandas/issues/38946

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