Cartopy and Modules Error about pyesd HOT 3 CLOSED

Installing cartopy on windows is sometimes complicated. I did not add it to the dependecies in the setup for the pip installation because of that. I will modify the code to only use cartopy when its properly installed and needed. The modeling framework does not require cartopy.

Things to troubleshoot:

1. Try importing cartopy directly when you activate the environment. If its successful, try to use it with a simple example to see if it works well. Otherwise trying installing it with
   conda install -c conda-forge cartopy

2. You can install the pyESD package in edit model with the -e flag, then comment out the import cartopy line in the ESD_utils

Please update me when you try this while I try to fix the package. Thanks for the raising this issue

from pyesd.

Hi Dan, Sorry for re-opening, I couldn't actually check when you asked me to.
But this is strange error here.
Installing

from pyESD.standardizer import MonthlyStandardizer, StandardScaling
from pyESD.ESD_utils import store_pickle, store_csv
from pyESD.splitter import KFold
from pyESD.ESD_utils import Dataset

import pandas as pd 

shows no error.
Where as:

from pyESD.Weatherstation import read_weatherstationnames

gives the following error:

ModuleNotFoundError                       Traceback (most recent call last)
~\AppData\Roaming\Python\Python39\site-packages\pyESD\predictand.py in <module>
     18 try:
---> 19     from standardizer import MonthlyStandardizer, NoStandardizer
     20     from feature_selection import RecursiveFeatureElimination, TreeBasedSelection, SequentialFeatureSelection

ModuleNotFoundError: No module named 'standardizer'

During handling of the above exception, another exception occurred:

ImportError                               Traceback (most recent call last)
~\AppData\Roaming\Python\Python39\site-packages\pyESD\StationOperator.py in <module>
     18     from .standardizer import MonthlyStandardizer
---> 19     from .predictand import PredictandTimeseries
     20     from .teleconnections import NAO, SCAN, EA, EAWR, MEI

~\AppData\Roaming\Python\Python39\site-packages\pyESD\predictand.py in <module>
     28     from .feature_selection import RecursiveFeatureElimination, TreeBasedSelection, SequentialFeatureSelection
---> 29     from .models import Regressors
     30     from .ensemble_models import EnsembleRegressor

~\AppData\Roaming\Python\Python39\site-packages\pyESD\models.py in <module>
     24 from sklearn.ensemble import RandomForestRegressor, ExtraTreesRegressor, BaggingRegressor, AdaBoostRegressor
---> 25 from sklearn.ensemble import HistGradientBoostingRegressor, GradientBoostingRegressor
     26 from sklearn.model_selection import cross_val_score, cross_validate, cross_val_predict

ImportError: cannot import name 'HistGradientBoostingRegressor' from 'sklearn.ensemble' (C:\Windows\Anaconda3-2021.11\lib\site-packages\sklearn\ensemble\__init__.py)

During handling of the above exception, another exception occurred:

ModuleNotFoundError                       Traceback (most recent call last)
~\AppData\Roaming\Python\Python39\site-packages\pyESD\Weatherstation.py in <module>
     24 try:
---> 25     from .StationOperator import StationOperator
     26 except:

~\AppData\Roaming\Python\Python39\site-packages\pyESD\StationOperator.py in <module>
     21 except:
---> 22     from Predictor_Generator import *
     23     from standardizer import MonthlyStandardizer

ModuleNotFoundError: No module named 'Predictor_Generator'

During handling of the above exception, another exception occurred:

ModuleNotFoundError                       Traceback (most recent call last)
~\AppData\Local\Temp/ipykernel_3120/1331661768.py in <module>
----> 1 from pyESD.Weatherstation import read_weatherstationnames

~\AppData\Roaming\Python\Python39\site-packages\pyESD\Weatherstation.py in <module>
     25     from .StationOperator import StationOperator
     26 except:
---> 27     from StationOperator import StationOperator
     28 
     29 

ModuleNotFoundError: No module named 'StationOperator'

For a very long time it was "Cartopy"
Now it is the one mentioned above, and the one below:

from pyESD.Weatherstation import read_station_csv

Error:

ModuleNotFoundError                       Traceback (most recent call last)
~\AppData\Roaming\Python\Python39\site-packages\pyESD\predictand.py in <module>
     18 try:
---> 19     from standardizer import MonthlyStandardizer, NoStandardizer
     20     from feature_selection import RecursiveFeatureElimination, TreeBasedSelection, SequentialFeatureSelection

ModuleNotFoundError: No module named 'standardizer'

During handling of the above exception, another exception occurred:

ImportError                               Traceback (most recent call last)
~\AppData\Roaming\Python\Python39\site-packages\pyESD\StationOperator.py in <module>
     18     from .standardizer import MonthlyStandardizer
---> 19     from .predictand import PredictandTimeseries
     20     from .teleconnections import NAO, SCAN, EA, EAWR, MEI

~\AppData\Roaming\Python\Python39\site-packages\pyESD\predictand.py in <module>
     28     from .feature_selection import RecursiveFeatureElimination, TreeBasedSelection, SequentialFeatureSelection
---> 29     from .models import Regressors
     30     from .ensemble_models import EnsembleRegressor

~\AppData\Roaming\Python\Python39\site-packages\pyESD\models.py in <module>
     24 from sklearn.ensemble import RandomForestRegressor, ExtraTreesRegressor, BaggingRegressor, AdaBoostRegressor
---> 25 from sklearn.ensemble import HistGradientBoostingRegressor, GradientBoostingRegressor
     26 from sklearn.model_selection import cross_val_score, cross_validate, cross_val_predict

ImportError: cannot import name 'HistGradientBoostingRegressor' from 'sklearn.ensemble' (C:\Windows\Anaconda3-2021.11\lib\site-packages\sklearn\ensemble\__init__.py)

During handling of the above exception, another exception occurred:

ModuleNotFoundError                       Traceback (most recent call last)
~\AppData\Roaming\Python\Python39\site-packages\pyESD\Weatherstation.py in <module>
     24 try:
---> 25     from .StationOperator import StationOperator
     26 except:

~\AppData\Roaming\Python\Python39\site-packages\pyESD\StationOperator.py in <module>
     21 except:
---> 22     from Predictor_Generator import *
     23     from standardizer import MonthlyStandardizer

ModuleNotFoundError: No module named 'Predictor_Generator'

During handling of the above exception, another exception occurred:

ModuleNotFoundError                       Traceback (most recent call last)
~\AppData\Local\Temp/ipykernel_3120/1431239707.py in <module>
----> 1 from pyESD.Weatherstation import read_station_csv

~\AppData\Roaming\Python\Python39\site-packages\pyESD\Weatherstation.py in <module>
     25     from .StationOperator import StationOperator
     26 except:
---> 27     from StationOperator import StationOperator
     28 
     29 

ModuleNotFoundError: No module named 'StationOperator'

Is it something to do with station data?

Also, do I need to download ERA5 data manually and use that for ERA5_Direc?

from pyesd.

Hi Dan, Sorry for re-opening, I couldn't actually check when you asked me to. But this is strange error here. Installing

from pyESD.standardizer import MonthlyStandardizer, StandardScaling
from pyESD.ESD_utils import store_pickle, store_csv
from pyESD.splitter import KFold
from pyESD.ESD_utils import Dataset

import pandas as pd 

shows no error. Where as:

from pyESD.Weatherstation import read_weatherstationnames

gives the following error:

ModuleNotFoundError                       Traceback (most recent call last)
~\AppData\Roaming\Python\Python39\site-packages\pyESD\predictand.py in <module>
     18 try:
---> 19     from standardizer import MonthlyStandardizer, NoStandardizer
     20     from feature_selection import RecursiveFeatureElimination, TreeBasedSelection, SequentialFeatureSelection

ModuleNotFoundError: No module named 'standardizer'

During handling of the above exception, another exception occurred:

ImportError                               Traceback (most recent call last)
~\AppData\Roaming\Python\Python39\site-packages\pyESD\StationOperator.py in <module>
     18     from .standardizer import MonthlyStandardizer
---> 19     from .predictand import PredictandTimeseries
     20     from .teleconnections import NAO, SCAN, EA, EAWR, MEI

~\AppData\Roaming\Python\Python39\site-packages\pyESD\predictand.py in <module>
     28     from .feature_selection import RecursiveFeatureElimination, TreeBasedSelection, SequentialFeatureSelection
---> 29     from .models import Regressors
     30     from .ensemble_models import EnsembleRegressor

~\AppData\Roaming\Python\Python39\site-packages\pyESD\models.py in <module>
     24 from sklearn.ensemble import RandomForestRegressor, ExtraTreesRegressor, BaggingRegressor, AdaBoostRegressor
---> 25 from sklearn.ensemble import HistGradientBoostingRegressor, GradientBoostingRegressor
     26 from sklearn.model_selection import cross_val_score, cross_validate, cross_val_predict

ImportError: cannot import name 'HistGradientBoostingRegressor' from 'sklearn.ensemble' (C:\Windows\Anaconda3-2021.11\lib\site-packages\sklearn\ensemble\__init__.py)

During handling of the above exception, another exception occurred:

ModuleNotFoundError                       Traceback (most recent call last)
~\AppData\Roaming\Python\Python39\site-packages\pyESD\Weatherstation.py in <module>
     24 try:
---> 25     from .StationOperator import StationOperator
     26 except:

~\AppData\Roaming\Python\Python39\site-packages\pyESD\StationOperator.py in <module>
     21 except:
---> 22     from Predictor_Generator import *
     23     from standardizer import MonthlyStandardizer

ModuleNotFoundError: No module named 'Predictor_Generator'

During handling of the above exception, another exception occurred:

ModuleNotFoundError                       Traceback (most recent call last)
~\AppData\Local\Temp/ipykernel_3120/1331661768.py in <module>
----> 1 from pyESD.Weatherstation import read_weatherstationnames

~\AppData\Roaming\Python\Python39\site-packages\pyESD\Weatherstation.py in <module>
     25     from .StationOperator import StationOperator
     26 except:
---> 27     from StationOperator import StationOperator
     28 
     29 

ModuleNotFoundError: No module named 'StationOperator'

For a very long time it was "Cartopy" Now it is the one mentioned above, and the one below:

from pyESD.Weatherstation import read_station_csv

Error:

ModuleNotFoundError                       Traceback (most recent call last)
~\AppData\Roaming\Python\Python39\site-packages\pyESD\predictand.py in <module>
     18 try:
---> 19     from standardizer import MonthlyStandardizer, NoStandardizer
     20     from feature_selection import RecursiveFeatureElimination, TreeBasedSelection, SequentialFeatureSelection

ModuleNotFoundError: No module named 'standardizer'

During handling of the above exception, another exception occurred:

ImportError                               Traceback (most recent call last)
~\AppData\Roaming\Python\Python39\site-packages\pyESD\StationOperator.py in <module>
     18     from .standardizer import MonthlyStandardizer
---> 19     from .predictand import PredictandTimeseries
     20     from .teleconnections import NAO, SCAN, EA, EAWR, MEI

~\AppData\Roaming\Python\Python39\site-packages\pyESD\predictand.py in <module>
     28     from .feature_selection import RecursiveFeatureElimination, TreeBasedSelection, SequentialFeatureSelection
---> 29     from .models import Regressors
     30     from .ensemble_models import EnsembleRegressor

~\AppData\Roaming\Python\Python39\site-packages\pyESD\models.py in <module>
     24 from sklearn.ensemble import RandomForestRegressor, ExtraTreesRegressor, BaggingRegressor, AdaBoostRegressor
---> 25 from sklearn.ensemble import HistGradientBoostingRegressor, GradientBoostingRegressor
     26 from sklearn.model_selection import cross_val_score, cross_validate, cross_val_predict

ImportError: cannot import name 'HistGradientBoostingRegressor' from 'sklearn.ensemble' (C:\Windows\Anaconda3-2021.11\lib\site-packages\sklearn\ensemble\__init__.py)

During handling of the above exception, another exception occurred:

ModuleNotFoundError                       Traceback (most recent call last)
~\AppData\Roaming\Python\Python39\site-packages\pyESD\Weatherstation.py in <module>
     24 try:
---> 25     from .StationOperator import StationOperator
     26 except:

~\AppData\Roaming\Python\Python39\site-packages\pyESD\StationOperator.py in <module>
     21 except:
---> 22     from Predictor_Generator import *
     23     from standardizer import MonthlyStandardizer

ModuleNotFoundError: No module named 'Predictor_Generator'

During handling of the above exception, another exception occurred:

ModuleNotFoundError                       Traceback (most recent call last)
~\AppData\Local\Temp/ipykernel_3120/1431239707.py in <module>
----> 1 from pyESD.Weatherstation import read_station_csv

~\AppData\Roaming\Python\Python39\site-packages\pyESD\Weatherstation.py in <module>
     25     from .StationOperator import StationOperator
     26 except:
---> 27     from StationOperator import StationOperator
     28 
     29 

ModuleNotFoundError: No module named 'StationOperator'

Is it something to do with station data?

Also, do I need to download ERA5 data manually and use that for ERA5_Direc?

@Dan-Boat

from pyesd.