VagueTripCompensationIdentifier

Data Mining Project 2023-2024

Project Structure

src/
├── classes # All classes used in the project
│  ├── ActRoute.py
│  ├── Driver.py
│  ├── StdRoute.py
│  └── Trip.py
├── data # Dataset
├── dataset_generator
│  ├── actRoute_generator.py
│  ├── drivers_generator.py
│  └── stdRoute_generator.py
├── generate_dataset.py # File that generates dataset
├── point_1 # Point 1 solution
│  └── rec_standard.py
├── point_2 # Point 2 solution
│  └── top_similarities.py
├── point_3 # Point 3 solution
│  └── perfectRoute.py
├── README.txt
├── results # Generated results
├── solution.py # File that generates results
├── some_dataset_tests.py
├── test_act_for_driver_inc_launcher.sh
├── test_act_for_driver_win_inc_launcher.sh
├── test_crazy_inc_launcher.sh
├── tests # Tests for dataset generator
│  ├── driversTests.py
│  └── routesTests.py
└── tools
   ├── __init__.py
   ├── cities_products.py
   ├── parameters.py # Parameters for dataset and solutions
   ├── parameters_local.py
   └── utils.py

Requirements

• python 3.10.12 +

Getting started

1. Clone this repository with

git clone https://github.comStefanoDalMasVagueTripCompensationIdentifier.git

cd VagueTripCompensationIdentifier/src

2. Setup virtual environment

# Create virtual enviroment
python3 -m venv .venv

# Activate virtual enviroment
source .venv/bin/activate

3. Install dependencies

pip install -r requirements.txt

How to start the program

1. At this point it is possible to create the dataset with our generator(i.) or you can insert yours in the data folder(ii.):

   1. It is possible to play with some parameters that guide our generator to create the dataset. You can find them in the tools/parameters.py file. To launch the generator run

   python3 generate_dataset.py

   2. Copy your actual.json and standard.json files in the data folder. You can use the command:

   cp -r <your_data_folder_path> ./

2. run the following command to calculate the solutions on the given dataset

python3 solution.py