notebook_06

Note: Notebooks 4, 5, 6 are integrated into notebook 7

Inputs :

 input_DNV_A_B_C.csv = '/home/gqc/git/gqc/gqc-utility-notebooks/data/input_DNV_A_B_C_version_3_(row_per_pipe_id).csv'

 BEST_MODEL_PARAMETER = /home/gqc/git/gqc/gqc-utility-notebooks/data/best_model_parameter
 eg: (dnv-catboost-None-y=I.pkl, dnv-catboost-None-y=Structural_defect_I.pkl)

 SanMain.shp = '/home/gqc/git/gqc/gqc-utility-notebooks/data/shapefiles/SanMain_shp/SanMain.shp'
 SanHistMain.shp = '/home/gqc/git/gqc/gqc-utility-notebooks/data/shapefiles/SanHistMain_shp/SanHistMain.shp'

Output :

Shape file infiltration_prediction :  '/home/gqc/git/gqc/gqc-utility-notebooks/data/output_shape_files/infiltration_prediction/infiltration_prediction.shp'

Shape file structural_defect_prediction :  '/home/gqc/git/gqc/gqc-utility-notebooks/data/output_shape_files/structural_defect_prediction/structural_defect_prediction.shp'