1. Mindshift Pilferage Three algorithms

pip install -r requirements.txt

1. If you want to generate Three algorithm files for all termids, put the command this way in your terminal,

python run.py -IA '_your input allmods file path_' -IC '_your input cst file path'  -O '_output folder path_' -t 

2. If you have specific termids to run the algorithms for, put the command this way, (put space-separated termids after '-t')

python run.py -IA '_your input allmods file path_' -IC '_your input cst file path' -O '_output folder path_' -t 1204000785 1204000506

2. Mindshift Synthetic-Enriched CST algorithm :

Terminal command instruction:

python synthetic_CST.py cst_data_path (space) ignition_data_path (space) hectronics_data_path (space) output_data_path

Prerequisites:

1. You must have both cst and ign data in RDS format, only for required vehicles.

2. You must have Hectronics Dispensing data in csv format.

3. Input cst must contain mentioned columns : regNumb,termid,ts,latitude,longitude,currentFuelVolumeTank1,mine,class. (Others are optional)

4. Input ignition must contain mentioned columns : termid,strt,stop,veh. (Others are optional.)

3. Mindshift ID Event algorithm:

Terminal command instruction

python ID_event.py enriched_cst_data_path (space) ignition_data_path (space) output_data_path