2022-04-28 21:32:34 +02:00
|
|
|
from operator import itemgetter
|
|
|
|
import settings
|
|
|
|
import copy
|
|
|
|
|
|
|
|
class State:
|
|
|
|
def __init__(self, direction, x, y):
|
|
|
|
self.direction = direction
|
|
|
|
self.x = x
|
|
|
|
self.y = y
|
|
|
|
|
|
|
|
def get_direction(self):
|
|
|
|
return self.direction
|
|
|
|
|
|
|
|
def set_direction(self, direction):
|
|
|
|
self.direction = direction
|
|
|
|
|
|
|
|
def get_x(self):
|
|
|
|
return self.x
|
|
|
|
|
|
|
|
def set_x(self, x):
|
|
|
|
self.x = x
|
|
|
|
|
|
|
|
def get_y(self):
|
|
|
|
return self.y
|
|
|
|
|
|
|
|
def set_y(self, y):
|
|
|
|
self.y = y
|
|
|
|
|
|
|
|
class Node:
|
|
|
|
def __init__(self, action, direction, parent, x, y):
|
2022-05-12 21:49:22 +02:00
|
|
|
self.action = action
|
2022-04-28 21:32:34 +02:00
|
|
|
self.direction = direction
|
2022-05-12 21:49:22 +02:00
|
|
|
self.parent = parent
|
2022-04-28 21:32:34 +02:00
|
|
|
self.x = x
|
|
|
|
self.y = y
|
|
|
|
|
|
|
|
def get_action(self):
|
|
|
|
return self.action
|
|
|
|
|
|
|
|
def set_action(self, action):
|
|
|
|
self.action = action
|
|
|
|
|
|
|
|
def get_direction(self):
|
|
|
|
return self.direction
|
|
|
|
|
|
|
|
def set_direction(self, direction):
|
|
|
|
self.direction = direction
|
|
|
|
|
|
|
|
def get_parent(self):
|
|
|
|
return self.parent
|
|
|
|
|
|
|
|
def set_parent(self, parent):
|
|
|
|
self.parent = parent
|
|
|
|
|
|
|
|
def get_x(self):
|
|
|
|
return self.x
|
|
|
|
|
|
|
|
def set_x(self, x):
|
|
|
|
self.x = x
|
|
|
|
|
|
|
|
def get_y(self):
|
|
|
|
return self.y
|
|
|
|
|
|
|
|
def set_y(self, y):
|
|
|
|
self.y = y
|
|
|
|
|
|
|
|
|
|
|
|
def cost(map, node):
|
|
|
|
cost = 0
|
|
|
|
x = node.get_x()
|
|
|
|
y = node.get_y()
|
|
|
|
if map[x][y] == 'dirt':
|
|
|
|
cost = 5
|
|
|
|
elif map[x][y] == 'grass':
|
|
|
|
cost = 3
|
|
|
|
elif map[x][y] == 'cobble':
|
|
|
|
cost = 1
|
|
|
|
elif map[x][y] == 'sand':
|
|
|
|
cost = 10
|
|
|
|
elif map[x][y] == 'station':
|
|
|
|
cost = 0
|
|
|
|
|
|
|
|
return cost
|
|
|
|
|
|
|
|
|
|
|
|
def f(goaltest, map, node):
|
|
|
|
return cost(map, node) + heuristic(goaltest, node)
|
|
|
|
|
|
|
|
|
|
|
|
def goal_test(element,goaltest):
|
|
|
|
if element.get_x() == goaltest[0] and element.get_y() == goaltest[1]:
|
|
|
|
return True
|
|
|
|
else:
|
|
|
|
return False
|
|
|
|
|
|
|
|
|
|
|
|
def graphsearch(explored, f, fringe, goaltest, state, map, succ):
|
|
|
|
node = Node(None, state.get_direction(), None, state.get_x(), state.get_y())
|
|
|
|
fringe.append((node, 0))
|
|
|
|
while True:
|
|
|
|
if not fringe: return False
|
|
|
|
elem = fringe.pop(0)
|
|
|
|
temp = copy.copy(elem[0])
|
|
|
|
if goal_test(elem[0], goaltest) is True:
|
|
|
|
return print_moves(elem[0])
|
|
|
|
explored.append(elem)
|
|
|
|
for (action, state) in succ(temp):
|
|
|
|
fringe_tuple = []
|
|
|
|
fringe_tuple_priority = []
|
|
|
|
explored_tuple = []
|
|
|
|
for (x, y) in fringe:
|
|
|
|
fringe_tuple.append((x.get_direction(), x.get_x(), x.get_y()))
|
|
|
|
fringe_tuple_priority.append(((x.get_direction(), x.get_x(), x.get_y()), y))
|
|
|
|
for (x, y) in explored:
|
|
|
|
explored_tuple.append((x.get_direction(), x.get_x(), x.get_y()))
|
|
|
|
x = Node(action, state[0], elem[0], state[1],
|
|
|
|
state[2])
|
|
|
|
p = f(goaltest, map, x)
|
|
|
|
if state not in fringe_tuple and state not in explored_tuple:
|
|
|
|
fringe.append((x, p))
|
|
|
|
fringe = sorted(fringe, key=itemgetter(1))
|
|
|
|
elif state in fringe_tuple:
|
|
|
|
i = 0
|
|
|
|
for (state_prio, r) in fringe_tuple_priority:
|
|
|
|
if str(state_prio) == str(state):
|
|
|
|
if r > p:
|
|
|
|
fringe.insert(i, (x, p))
|
|
|
|
fringe.pop(i + 1)
|
|
|
|
fringe = sorted(fringe, key=itemgetter(1))
|
|
|
|
break
|
|
|
|
i = i + 1
|
|
|
|
|
|
|
|
|
|
|
|
def heuristic(goaltest, node):
|
|
|
|
return abs(node.get_x() - goaltest[0]) + abs(node.get_y() - goaltest[1])
|
|
|
|
|
|
|
|
def print_moves(elem):
|
|
|
|
moves_list = []
|
|
|
|
while (elem.get_parent() != None):
|
|
|
|
moves_list.append(elem.get_action())
|
|
|
|
elem = elem.get_parent()
|
|
|
|
moves_list.reverse()
|
|
|
|
return moves_list
|
|
|
|
|
|
|
|
def is_move_allowed(node):
|
2022-05-10 20:06:15 +02:00
|
|
|
if node.get_direction() == 2 and node.get_x() + 1 < settings.Field.horizontal_count():
|
2022-04-28 21:32:34 +02:00
|
|
|
return "x + 1"
|
|
|
|
elif node.get_direction() == 1 and node.get_y() - 1 >= 0:
|
|
|
|
return "y - 1"
|
2022-05-10 20:06:15 +02:00
|
|
|
elif node.get_direction() == 3 and node.get_y() + 1 < settings.Field.vertical_count():
|
2022-04-28 21:32:34 +02:00
|
|
|
return "y + 1"
|
|
|
|
elif node.get_direction() == 4 and node.get_x() - 1 >= 0:
|
|
|
|
return "x - 1"
|
|
|
|
else:
|
|
|
|
return False
|
|
|
|
|
|
|
|
def succ(node):
|
|
|
|
actions_list = []
|
|
|
|
direction = copy.copy(node.get_direction())
|
|
|
|
if direction == 1:
|
|
|
|
direction = 4
|
|
|
|
else:
|
|
|
|
direction = direction - 1
|
|
|
|
actions_list.append(("l", (direction, node.get_x(), node.get_y())))
|
|
|
|
direction = copy.copy(node.get_direction())
|
|
|
|
|
|
|
|
if direction == 4:
|
|
|
|
direction = 1
|
|
|
|
else:
|
|
|
|
direction = direction + 1
|
|
|
|
actions_list.append(("r", (direction, node.get_x(), node.get_y())))
|
|
|
|
temp_move_south = node.get_y() + 1
|
|
|
|
temp_move_west = node.get_x() - 1
|
|
|
|
temp_move_east = node.get_x() + 1
|
|
|
|
temp_move_north = node.get_y() - 1
|
|
|
|
|
|
|
|
if is_move_allowed(node) == "x + 1":
|
|
|
|
actions_list.append(("f", (node.get_direction(), temp_move_east, node.get_y())))
|
|
|
|
elif is_move_allowed(node) == "y - 1":
|
|
|
|
actions_list.append(("f", (node.get_direction(), node.get_x(), temp_move_north)))
|
|
|
|
elif is_move_allowed(node) == "y + 1":
|
|
|
|
actions_list.append(("f", (node.get_direction(), node.get_x(), temp_move_south)))
|
|
|
|
elif is_move_allowed(node) == "x - 1":
|
|
|
|
actions_list.append(("f", (node.get_direction(), temp_move_west, node.get_y())))
|
|
|
|
return actions_list
|