CityGrid

View examples here <—

View source code here <—

Installation (Linux, bash)

Clone the repository:

git clone https://github.com/mayushii21/the-grid.git

Navigate to the folder:

cd the-grid

Create a python virtual environment:

python -m venv gridenv

Activate the virtual environment:

source gridenv/bin/activate

Install the package from the current folder:

pip install .

Usage

Create a new jupyter notebook or navigate to the example file at /src/city_network/results.ipynb. Activate the virtual environment with the installed package.

Import the class with from city_network.citygrid import CityGrid. Create an instance of the CityGrid class with instance_var = CityGrid(n, m, obstruction_cov=0.3, seed=None)

Parameters:
n: Number of columns in the grid.
m: Number of rows in the grid.
obstruction_cov: Coverage of obstructions (default is 0.3).
seed: Seed for random number generation of obstructions (default is None).

 

Class methods:

place_tower(x, y, tower_range, display=False)

Places a tower at a specified location with a given range. Set display to True to display the tower's coverage.

Parameters:
x: X-coordinate of the tower.
y: Y-coordinate of the tower.
tower_range: Range of the tower's coverage.
display: Whether to display the tower's coverage (default is False).

 

optimize_tower_placement(tower_range)

Runs algorithm to optimize tower placement to cover all empty blocks.

Parameters:
tower_range: Range of tower coverage.

 

most_reliable_path(start_tower, end_tower, tower_range, recalculate=False)

Finds the most reliable path between two towers.

Parameters:
start_tower: Starting tower (tuple containing x, y coordinates).
end_tower: Ending tower (tuple containing x, y coordinates).
tower_range: Range of tower coverage.
recalculate: Whether to recalculate the path (default is False).

 

visualize_grid(paths=False)

Visualizes the grid, including non-obstructed blocks, obstructed blocks, towers, and coverage, with the option to display optimal data paths.

Parameters:
paths: Either "all" to display all optimal paths previously added with most_reliable_path, or a specific path to display (default is False).

 

visualize_obstructions()

Visualizes the grid with only obstructed blocks.

 

visualize_towers()

Visualizes the grid with only towers.