BUILD: cant use pandas without bottleneck
### 

- [X] I have read the [installation guide](https://pandas.pydata.org/pandas-docs/stable/getting_started/install.html#installing-pandas).


### Platform

mac 10.15.7

### Installation Method

pip install

### pandas Version

1.3.2

### Python Version

3.8

### Installation Logs

Hi,
im want to use pandas for a simple python project.
needed to import pd in a python module, in the simplest way and without install more requirements such as bottleneck.
im doing:
`import pandas as pd
`
and i tried to set 
`pd.set_option("compute.use_bottleneck", False)
`
after the import, but it still throw error
`ImportError: Can't determine version for bottleneck
`
appreciate your help using pandas.


full log:
`Traceback (most recent call last):
  File "/Users/xxx/github/xx/linb_kpi/visualize.py", line 5, in <module>
    import pandas as pd
  File "/Users/xx/github/commonvenv-new/lib/python3.8/site-packages/pandas/__init__.py", line 50, in <module>
    from pandas.core.api import (
  File "/Users/xx/github/commonvenv-new/lib/python3.8/site-packages/pandas/core/api.py", line 29, in <module>
    from pandas.core.arrays import Categorical
  File "/Users/xx/github/commonvenv-new/lib/python3.8/site-packages/pandas/core/arrays/__init__.py", line 6, in <module>
    from pandas.core.arrays.boolean import BooleanArray
  File "/Users/xx/github/commonvenv-new/lib/python3.8/site-packages/pandas/core/arrays/boolean.py", line 36, in <module>
    from pandas.core.arrays.masked import (
  File "/Users/xx/github/commonvenv-new/lib/python3.8/site-packages/pandas/core/arrays/masked.py", line 46, in <module>
    from pandas.core import (
  File "/Users/xx/github/commonvenv-new/lib/python3.8/site-packages/pandas/core/nanops.py", line 59, in <module>
    bn = import_optional_dependency("bottleneck", errors="warn")
  File "/Users/xx/github/commonvenv-new/lib/python3.8/site-packages/pandas/compat/_optional.py", line 131, in import_optional_dependency
    version = get_version(module_to_get)
  File "/Users/xx/github/commonvenv-new/lib/python3.8/site-packages/pandas/compat/_optional.py", line 60, in get_version
    raise ImportError(f"Can't determine version for {module.__name__}")
ImportError: Can't determine version for bottleneck`