import networkx as nx

G = nx.read_graphml("campus_map.graphml")

def get_weight(u, v, data):
    congestion_factor = data.get("predicted_congestion", 1)
    return data['distance'] * congestion_factor

path = nx.dijkstra_path(G, source='A', target='B', weight=get_weight)