Question: Can I get help with the worst case time and space complexity of the following code please. In big - O notation preferably from collections
Can I get help with the worst case time and space complexity of the following code please. In bigO notation preferably
from collections import deque
class TreeMap:
def initself roads, solulus:
self.graph # Initialize an empty graph
self.solulus # Initialize an empty dictionary for Solulu trees
# Add roads to the graph
for road in roads:
u v w road
if u not in self.graph:
self.graphu
self.graphuappendv w
# Add solulus to the dictionary
for solulu in solulus:
x y z solulu
self.solulusxy z
def escapeself start, exits:
# Initialize queue with paths containing only the start node
queue dequestartstart False # node path, time, solulubroken
# While there are paths to explore
while queue:
node, path, time, solulubroken queue.popleft
# If the current node is an exit and a Solulu tree has been broken, return the path
if node in exits and solulubroken:
return time, path
# Explore all neighbors
for neighbor, traveltime in self.graph.getnode:
# If the neighbor is a Solulu tree
if neighbor in self.solulus:
soluludestroytime, teleportdestination self.solulusneighbor
if not solulubroken:
# Break the Solulu tree and continue
queue.appendteleportdestination, path teleportdestination time traveltime soluludestroytime, True
# Continue without breaking the Solulu tree
queue.appendteleportdestination, path teleportdestination time traveltime, solulubroken
else:
# Regular node traversal
queue.appendneighbor path neighbor time traveltime, solulubroken
# If no valid path is found
return None
# Example
# The roads represented as a list of tuples
roads
# The solulus represented as a list of tuples
solulus
# Creating a TreeMap object based on the given roads
myforest TreeMaproads solulus
# Example
start
exits
printmyforestescapestart exits
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