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55from azureml .core .run import Run
66from azureml .core .experiment import Experiment
7- from sklearn .externals import joblib
87from azureml .core .dataset import Dataset
98from azureml .train .automl .runtime .automl_explain_utilities import AutoMLExplainerSetupClass , \
109 automl_setup_model_explanations , automl_check_model_if_explainable
1110from azureml .explain .model .mimic .models .lightgbm_model import LGBMExplainableModel
1211from azureml .explain .model .mimic_wrapper import MimicWrapper
1312from azureml .automl .core .shared .constants import MODEL_PATH
14- from azureml .explain .model .scoring .scoring_explainer import TreeScoringExplainer , save
15-
13+ from azureml .explain .model .scoring .scoring_explainer import TreeScoringExplainer
14+ import joblib
1615
1716OUTPUT_DIR = './outputs/'
1817os .makedirs (OUTPUT_DIR , exist_ok = True )
7473scoring_explainer = TreeScoringExplainer (explainer .explainer , feature_maps = [automl_explainer_setup_obj .feature_map ])
7574
7675# Pickle scoring explainer locally
77- save (scoring_explainer , exist_ok = True )
76+ with open ('scoring_explainer.pkl' , 'wb' ) as stream :
77+ joblib .dump (scoring_explainer , stream )
7878
7979# Upload the scoring explainer to the automl run
8080automl_run .upload_file ('outputs/scoring_explainer.pkl' , 'scoring_explainer.pkl' )
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