jnsll / laprediction Goto Github PK

There are two cases to use the data for the prediction:

1. the rates are [1,2,7,30,90,182,365,730,3652]
2. the rates are extended to have 30 different rates in total

The code should be changed to make the scripts use the files corresponding to the related case thanks to an option.
Scripts to change:

• Basic_pred.py
• AllFeaturesForASite.py
• OneGlobalFeatureFileAllSites.py

At the moment, the permeability value has been fixed at 86.4 m/d. So in all the names of folders/models/etc, the string contains "Permeability_86.4".
It now should be adapted to "permeability" + str(permeability).

/!\ What's more, there is an issue with the location where the maps (depth, amp, etc) are stored. At the moment, they are all stored in the model_time_0_geo_0_thick_1_K_86.4_Sy_0.1_Step1_site1_Chronicle0 folder. The depth map that is not linked to specific values of the initial reference simulation (K=86.4) should not be stored inside that folder. Especially, now that, for example, the folder for the reference simulation with permeability=8.64 does not exist. The depth map is only using the topology values from the reference simulation but those are identical for all the simulations.

• Script vulnerabilityMaps.py: lines 34, 96, 106.

Some scripts used for concatenating data from the simulations (exec_time, H ind, etc) are located in the Modflops project and should be present in this project instead.
Scripts :

• ExecTimeAllSites.py
• GlobalIndicatorFileCreation.py
• global_file_all_sites.sh
• VulnerabiltyMaps.py (?)

Save the numbers of the subcatchs of each site. It will enable some computations (e.g., loops) to be done for the exact number of subcatchs and not more than that.
It can be stored as a python object (pickled dictionary?) or in a file (csv to be opened as a pandas dataframe ?).

At the moment, there are several helpers.py files. Actually, there is one in every subfolder of src. A common helpers.py file should be used instead. It will prevent having some mismatch between the different files.

In every script calling helpers.py, the path to the helpers folder should be added with something like this:
sys.path.append(os.path.join(os.path.dirname(__file__), '..', 'helpers'))