In a jupyter notebook, I have
import modin.pandas as pd
import utils
utils.py
has import pandas as pd
Does the pd
in utils.py
import pandas
, or modin.pandas
? If the former, is there a way for me to make utils.py
use modin.pandas
from the jupyter notebook, without changing it in the code of utils.py
The utils
module will always import pandas as pd
, using the utils
module in another module will not change this even if you import modins.pandas as pd
in another module. This is because the symbol pd
is tied to the module dictionary and this module dictionary is isolated from another module's dictionary, which essentially represents the core idea of having different namespaces for different modules.
The way to use modins.pandas
in utils
is by updating the symbol pd
. You can easily do this by replacing the old symbol with new symbol using the setattr
method:
import modin.pandas as pd
import utils
setattr(utils, 'pd', pd)