reformatted + added types to dijkstra.py

This commit is contained in:
Louis Heredero 2024-06-30 18:55:42 +02:00
parent ff2c184c65
commit 68b1496427
Signed by: HEL
GPG Key ID: 8D83DE470F8544E7

View File

@ -1,38 +1,41 @@
from math import inf
from typing import Iterator, Optional
class Edge:
length = 0
def __init__(self, start, end, length):
self.length = length
self.start = start
self.end = end
class Node:
def __init__(self, x: int, y: int):
self.x: int = x
self.y: int = y
class Edge:
def __init__(self, start: int, end: int, length: float):
self.length: float = length
self.start: int = start
self.end: int = end
def __init__(self, xpos, ypos):
self.xpos = xpos
self.ypos = ypos
class Graph:
def __init__(self):
self.edges = list()
self.nodes = list()
self.edges: list[Edge] = []
self.nodes: list[Node] = []
def add_node(self, xpos, ypos):
self.nodes.append(Node(xpos, ypos))
def add_node(self, x: int, y: int) -> None:
self.nodes.append(Node(x, y))
def add_edge(self, start_index, end_index, length):
def add_edge(self, start_index: int, end_index: int, length: float) -> None:
self.edges.append(Edge(start_index, end_index, length))
def edges_adjacent_to(self, node_i: int) -> Iterator[Edge]:
return filter(lambda e: e.start == node_i or e.end == node_i, self.edges)
def Dijkstra(graph, source_index, target_index):
def dijkstra(self, source_index: int, target_index: int) -> Optional[list[int]]:
n = len(self.nodes)
n = len(graph.nodes)
if source_index < 0 or source_index >= n:
return None
if (target_index >= n):
if target_index < 0 or target_index >= n:
return None
unvisited = list(range(n))
@ -40,24 +43,18 @@ def Dijkstra(graph, source_index, target_index):
distances_from_start = [inf] * n
distances_from_start[source_index] = 0
node_sequences = [list() for i in range(n)]
node_sequences = [[] for _ in range(n)]
node_sequences[source_index] = [source_index]
while(True):
try:
current_index = min(unvisited, key = lambda i: distances_from_start[i])
except ValueError:
break
while True:
current_index = min(unvisited, key=lambda i: distances_from_start[i])
if current_index == target_index:
break
unvisited.remove(current_index)
for edge in filter(
lambda e: e.start == current_index or e.end == current_index,
graph.edges):
for edge in self.edges_adjacent_to(current_index):
start = current_index
end = edge.end if edge.start == current_index else edge.start
@ -69,18 +66,23 @@ def Dijkstra(graph, source_index, target_index):
return node_sequences[target_index]
graph = Graph()
def main() -> None:
graph = Graph()
graph.add_node(1, 2)
graph.add_node(4, 7)
graph.add_node(3,1)
graph.add_node(-2,0)
graph.add_node(0,0)
graph.add_node(1, 2)
graph.add_node(4, 7)
graph.add_node(3, 1)
graph.add_node(-2, 0)
graph.add_node(0, 0)
graph.add_edge(0, 1, 1)
graph.add_edge(1, 2, 2)
graph.add_edge(2, 3, 3)
graph.add_edge(3, 0, 1)
graph.add_edge(1, 3, 3)
graph.add_edge(0, 1, 1)
graph.add_edge(1, 2, 2)
graph.add_edge(2, 3, 3)
graph.add_edge(3, 0, 1)
graph.add_edge(1, 3, 3)
print(Dijkstra(graph, 0, 5))
print(graph.dijkstra(0, 3))
if __name__ == "__main__":
main()