A* implementation
This commit is contained in:
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5a40f4eb81
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120
Astar.py
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120
Astar.py
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class Node:
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"""A node class for A* Pathfinding"""
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def __init__(self, parent=None, position=None):
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self.parent = parent
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self.position = position
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self.g = 0
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self.h = 0
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self.f = 0
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def __eq__(self, other):
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return self.position == other.position
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def astar(maze, start, end):
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"""Returns a list of tuples as a path from the given start to the given end in the given maze"""
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# Create start and end node
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start_node = Node(None, start)
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start_node.g = start_node.h = start_node.f = 0
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end_node = Node(None, end)
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end_node.g = end_node.h = end_node.f = 0
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# Initialize both open and closed list
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open_list = []
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closed_list = []
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# Add the start node
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open_list.append(start_node)
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# Loop until you find the end
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while len(open_list) > 0:
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# Get the current node
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current_node = open_list[0]
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current_index = 0
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for index, item in enumerate(open_list):
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if item.f < current_node.f:
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current_node = item
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current_index = index
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# Pop current off open list, add to closed list
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open_list.pop(current_index)
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closed_list.append(current_node)
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# Found the goal
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if current_node == end_node:
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path = []
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current = current_node
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while current is not None:
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path.append(current.position)
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current = current.parent
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return path[::-1] # Return reversed path
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# Generate children
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children = []
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for new_position in [(0, -1), (0, 1), (-1, 0), (1, 0)]: # Adjacent squares
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# Get node position
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node_position = (current_node.position[0] + new_position[0], current_node.position[1] + new_position[1])
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# Make sure within range
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if node_position[0] > (len(maze) - 1) or node_position[0] < 0 or node_position[1] > (len(maze[len(maze)-1]) -1) or node_position[1] < 0:
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continue
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# Make sure walkable terrain
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if maze[node_position[0]][node_position[1]] != 0:
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continue
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# Create new node
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new_node = Node(current_node, node_position)
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# Append
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children.append(new_node)
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# Loop through children
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for child in children:
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# Child is on the closed list
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for closed_child in closed_list:
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if child == closed_child:
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continue
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# Create the f, g, and h values
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child.g = current_node.g + 1
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child.h = ((child.position[0] - end_node.position[0]) ** 2) + ((child.position[1] - end_node.position[1]) ** 2)
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child.f = child.g + child.h
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# Child is already in the open list
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for open_node in open_list:
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if child == open_node and child.g > open_node.g:
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continue
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# Add the child to the open list
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open_list.append(child)
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def main():
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maze = [[0, 0, 0, 0, 1, 0, 0, 0, 0, 0],
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[0, 0, 0, 0, 1, 0, 0, 0, 0, 0],
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[0, 0, 0, 0, 1, 0, 0, 0, 0, 0],
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[0, 0, 0, 0, 1, 0, 0, 0, 0, 0],
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[0, 0, 0, 0, 1, 0, 0, 0, 0, 0],
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[0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
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[0, 0, 0, 0, 1, 0, 0, 0, 0, 0],
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[0, 0, 0, 0, 1, 0, 0, 0, 0, 0],
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[0, 0, 0, 0, 1, 0, 0, 0, 0, 0],
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[0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]
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start = (0, 0)
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end = (7, 6)
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path = astar(maze, start, end)
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print(path)
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if __name__ == '__main__':
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main()
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43
agent.py
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43
agent.py
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import pygame as pg
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import sys
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import numpy as np
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from tile import Tile
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from config import *
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class Agent:
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def __init__(self):
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self.prev = (4, 4)
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self.pos = (4, 4)
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self.dir = "E"
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def turn(self, a, b):
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x_mov = a[0] - b[0]
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y_mov = a[1] - b[1]
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if (x_mov, y_mov) == (0, 1):
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self.dir = "S"
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if (x_mov, y_mov) == (0, -1):
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self.dir = "N"
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if (x_mov, y_mov) == (1, 0):
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self.dir = "E"
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if (x_mov, y_mov) == (-1, 0):
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self.dir = "W"
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def display(self, step=None):
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pg.time.delay(150)
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agent_img = pg.image.load('tractor.png').convert_alpha()
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if step is not None:
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self.prev = self.pos
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self.pos = step
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self.turn(self.pos, self.prev)
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if self.dir == "N":
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angle = 270
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elif self.dir == "E":
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angle = 180
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elif self.dir == "S":
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angle = 90
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elif self.dir == "W":
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angle = 0
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agent_img = pg.transform.rotate(agent_img, angle)
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screen.blit(agent_img, (self.pos[0] * tile_size, self.pos[1] * tile_size))
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pg.display.flip()
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BIN
barn.png
BIN
barn.png
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Before Width: | Height: | Size: 4.8 KiB After Width: | Height: | Size: 4.4 KiB |
60
config.py
60
config.py
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import pygame as pg
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import numpy as np
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screen_height = 560
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screen_width = 700
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screen_height = 890
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screen_width = 720
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tile_size = 80
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screen = pg.display.set_mode([screen_width, screen_height])
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black_surface = pg.Surface((720, 170))
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black_surface.fill((0, 0, 0))
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# agent
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agent_img = pg.image.load('tractor.png').convert()
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# # agent
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# agent_img = pg.image.load('tractor.png').convert_alpha()
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# background
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road = 0
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ground = 1
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wall = 2
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bg_textures = {
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road: pg.image.load('road.png').convert(),
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ground: pg.image.load('ground.png').convert()}
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ground: pg.image.load('ground.png').convert(),
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wall: pg.image.load('wall.png').convert()}
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background = np.array([[1, 1, 1, 0, 1, 1, 1],
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[1, 1, 1, 0, 1, 1, 1],
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[1, 1, 1, 0, 1, 1, 1],
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[0, 0, 0, 0, 0, 0, 0],
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[1, 1, 1, 0, 1, 1, 1],
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[1, 1, 1, 0, 1, 1, 1],
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[1, 1, 1, 0, 1, 1, 1]])
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background = np.array([[1, 1, 1, 0, 0, 0, 1, 1, 1],
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[1, 1, 1, 2, 0, 2, 1, 1, 1],
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[1, 1, 1, 2, 0, 2, 1, 1, 1],
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[0, 2, 2, 2, 0, 2, 2, 2, 0],
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[0, 0, 0, 0, 0, 0, 0, 0, 0],
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[0, 2, 2, 2, 0, 2, 2, 2, 0],
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[1, 1, 1, 2, 0, 2, 1, 1, 1],
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[1, 1, 1, 2, 0, 2, 1, 1, 1],
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[1, 1, 1, 0, 0, 0, 1, 1, 1]])
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# objects
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rose = 2
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tulip = 3
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orchid = 4
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sunflower = 5
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barn = 6
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disease = 7
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rose = 3
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tulip = 4
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orchid = 5
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sunflower = 6
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barn = 7
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ob_textures = {
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0: pg.image.load('none.png').convert_alpha(),
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@ -40,13 +45,14 @@ ob_textures = {
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tulip: pg.image.load('tulip.png').convert_alpha(),
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orchid: pg.image.load('orchid.png').convert_alpha(),
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sunflower: pg.image.load('sunflower.png').convert_alpha(),
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barn: pg.image.load('barn.png').convert(),
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disease: pg.image.load('disease.png').convert_alpha()}
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barn: pg.image.load('barn.png').convert()}
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objects = np.array([[2, 2, 2, 0, 3, 3, 3],
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[2, 2, 2, 0, 3, 3, 3],
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[2, 2, 2, 0, 3, 3, 3],
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[0, 0, 0, 6, 0, 0, 0],
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[4, 4, 4, 0, 5, 5, 5],
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[4, 4, 4, 0, 5, 5, 5],
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[4, 4, 4, 0, 5, 5, 5]])
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objects = np.array([[3, 3, 3, 0, 0, 0, 4, 4, 4],
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[3, 3, 3, 0, 0, 0, 4, 4, 4],
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[3, 3, 3, 0, 0, 0, 4, 4, 4],
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[0, 0, 0, 0, 0, 0, 0, 0, 0],
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[0, 0, 0, 0, 7, 0, 0, 0, 0],
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[0, 0, 0, 0, 0, 0, 0, 0, 0],
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[5, 5, 5, 0, 0, 0, 6, 6, 6],
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[5, 5, 5, 0, 0, 0, 6, 6, 6],
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[5, 5, 5, 0, 0, 0, 6, 6, 6]])
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126
main.py
126
main.py
@ -3,36 +3,128 @@ import sys
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import numpy as np
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from tile import Tile
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from config import *
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from agent import Agent
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from Astar import *
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done = False
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clock = pg.time.Clock()
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pg.display.set_caption('Intelligent Tractor')
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tiles = []
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for y in range(0, 7):
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for x in range(0, 7):
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t = Tile(background[x][y], objects[x][y], x, y)
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tiles.append(t)
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pg.init()
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pg.font.init()
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def display_background():
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for tile in tiles:
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screen.blit(bg_textures[tile.ground], (tile.x * tile_size, tile.y * tile_size))
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class Game:
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def __init__(self):
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self.tiles = []
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self.water_lvl = []
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self.day = 1
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for y in range(0, 9):
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for x in range(0, 9):
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pos = (x, y)
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t = Tile(background[x][y], objects[x][y], pos)
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t.water_usage()
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self.tiles.append(t)
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def display_background(self):
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for tile in self.tiles:
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screen.blit(bg_textures[tile.ground], (tile.x * tile_size, tile.y * tile_size))
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def display_objects(self):
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for tile in self.tiles:
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screen.blit(ob_textures[tile.object], (tile.x * tile_size, tile.y * tile_size))
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def display_legend(self):
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screen.blit(black_surface, (0, 720))
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self.water_lvl = []
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for tile in self.tiles:
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if tile.pos == (1, 1):
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rose_w = tile.w
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self.water_lvl.append((rose_w, (0, 3)))
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if tile.pos == (7, 1):
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orchid_w = tile.w
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self.water_lvl.append((orchid_w, (5, 0)))
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if tile.pos == (1, 7):
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tulip_w = tile.w
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self.water_lvl.append((tulip_w, (3, 8)))
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if tile.pos == (7, 7):
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sunflower_w = tile.w
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self.water_lvl.append((sunflower_w, (8, 5)))
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font = pg.font.SysFont('ubuntumono', 40)
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text = font.render("water levels", 1, (255, 255, 255))
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text1 = font.render("roses: " + str(rose_w) + "%", 1, (255, 255, 255))
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text2 = font.render("orchids: " + str(orchid_w) + "%", 1, (255, 255, 255))
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text3 = font.render("tulips: " + str(tulip_w) + "%", 1, (255, 255, 255))
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text4 = font.render("sunflowers: " + str(sunflower_w) + "%", 1, (255, 255, 255))
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text5 = font.render("day: " + str(self.day), 1, (255, 255, 255))
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screen.blit(text, (10, 720))
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screen.blit(text1, (10, 760))
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screen.blit(text2, (360, 760))
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screen.blit(text3, (10, 800))
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screen.blit(text4, (360, 800))
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screen.blit(text5, (10, 840))
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def water_target(self):
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o = None
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for lvl in self.water_lvl:
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if lvl[0] < 10:
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o = lvl[1]
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break
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return o
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def watering(self, plants):
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if plants == (0, 3):
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for tile in self.tiles:
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if tile.object == rose:
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tile.w = 100
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if plants == (5, 0):
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for tile in self.tiles:
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if tile.object == orchid:
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tile.w = 100
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if plants == (3, 8):
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for tile in self.tiles:
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if tile.object == tulip:
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tile.w = 100
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if plants == (8, 5):
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for tile in self.tiles:
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if tile.object == sunflower:
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tile.w = 100
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def add_day(self):
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pg.time.delay(1000)
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self.day = self.day + 1
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for tile in self.tiles:
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tile.w = tile.w - tile.wu
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if tile.w < 0:
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tile.w = 0
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def display_objects():
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for tile in tiles:
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screen.blit(ob_textures[tile.object], (tile.x * tile_size, tile.y * tile_size))
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pg.display.flip()
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def game_loop():
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path = None
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g.display_background()
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g.display_objects()
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g.display_legend()
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if g.water_target() is None:
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g.add_day()
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else:
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path = astar(background, a.pos, g.water_target())
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if path is not None:
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if len(path) == 1:
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g.watering(path[0])
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path = None
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else:
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a.display(path[1])
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a.display()
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clock.tick(60)
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g = Game()
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a = Agent()
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while not done:
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for event in pg.event.get():
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if event.type == pg.QUIT:
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done = True
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display_background()
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display_objects()
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clock.tick(60)
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game_loop()
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pg.quit()
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pg.quit()
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BIN
road.png
BIN
road.png
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Before Width: | Height: | Size: 241 B After Width: | Height: | Size: 284 B |
23
tile.py
23
tile.py
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from config import *
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class Tile:
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def __init__(self, a, b, x, y):
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def __init__(self, a, b, pos, parent=None):
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self.ground = a
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self.object = b
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self.x = x
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self.y = y
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self.h = 0
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self.pos = pos
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self.x = self.pos[0]
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self.y = self.pos[1]
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self.w = 100
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self.wu = 0
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def water_usage(self):
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if self.object == rose:
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self.wu = 30
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elif self.object == tulip:
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self.wu = 10
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elif self.object == orchid:
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self.wu = 20
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elif self.object == sunflower:
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self.wu = 40
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