scripts/dev/3.11_connect_the_dots.py

import os
import sys
import json
import networkx as nx
import matplotlib.pyplot as plt

# Path setup
sys.path.append(os.path.join(os.path.dirname(__file__), "../"))
from app.services.agn_service.build_expanded_graph import build_expanded_graph
from app.services.agn_service.visualize_graph import visualize_graph

# Paths to files
index_file_path = "graphs/config.json"  # Use the updated config file
output_image = "expanded_graph_visualization.png"

# Load index data
def load_index_data(file_path):
    with open(file_path, "r") as file:
        return json.load(file)

# Main execution to build and visualize the expanded graph
if __name__ == "__main__":
    # Load index data from the config
    data = load_index_data(index_file_path)

    # Build the graph using the updated build_graph function
    G = build_expanded_graph(data)

    if G:
        visualize_graph(G, output_file=output_image)
        print(f"Expanded graph visualization saved as {output_image}")
    else:
        print("Failed to build expanded graph.")