AI_PROJECT/App.py

190 lines
20 KiB
Python

import pygame
import Colors
import Tractor
import Pole
import time
import displayControler as dCon
import Image
import Osprzet
import Ui
import BFS
import AStar
import neuralnetwork
import json
bfs1_flag=False
bfs2_flag=False #Change this lines to show different bfs implementation
bfs3_flag=False
Astar = False
Astar2 = False
if bfs3_flag or Astar or Astar2:
Pole.stoneFlag = True
TreeFlag=False
nnFlag=False
newModel=False
finalFlag = True
pygame.init()
show_console=True
screen = pygame.display.set_mode((dCon.getScreenWidth(show_console), dCon.getScreenHeihgt()))
FPS=5
clock=pygame.time.Clock()
image_loader=Image.Image()
image_loader.load_images()
goalTreasure = AStar.getRandomGoalTreasure() # nie wiem czy to najlepsze miejsce, obecnie pole zawiera pole gasStation, które służy do renderowania odpowiedniego zdjęcia
pole=Pole.Pole(screen,image_loader, goalTreasure)
pole.draw_grid(nnFlag) #musi byc tutaj wywołane ponieważ inicjalizuje sloty do slownika
ui=Ui.Ui(screen)
#Tractor creation
traktor_slot = pole.get_slot_from_cord((0, 0))
traktor = Tractor.Tractor(traktor_slot, screen, Osprzet.opryskiwacz,clock,bfs2_flag)
def init_demo(): #Demo purpose
old_info=""
traktor.draw_tractor()
time.sleep(2)
if not finalFlag:
pole.randomize_colors(nnFlag)
else:
population = 120
iterat = 2500
roulette = True
with open(f'pole_pop{population}_iter{iterat}_{roulette}.json', 'r') as file:
garden_data = json.load(file)
pole.setPlantsByList(garden_data)
traktor.draw_tractor()
start_flag=True
while True:
clock.tick(FPS)
if(start_flag):
#ui.render_text_to_console(string_to_print="Przejazd inicjalizujacy- traktor sprawdza poziom nawodnienia")
if not bfs1_flag:
time.sleep(2)
else:
traktor.initial_move(pole)
traktor.reset_pos(pole)
clock.tick(20)
ui.clear_console()
clock.tick(20)
#ui.render_text_to_console("Obliczanie sciezki przy uzyciu BFS")
for event in pygame.event.get():
if event.type == pygame.QUIT:
quit()
if(bfs1_flag):
bfsRoot1 = BFS.BFS1({"x": 0, "y": 0, "direction": "E", "hydradeIndex": traktor.slot_hydrate_dict})
#displayControler: NUM_X: 6, NUM_Y: 3 (klasyczne) CHANGE THIS BY HAND
bfsRoot1.reverse()
#print_to_console("Traktor porusza sie obliczona sciezka BFS")
traktor.move_by_root(bfsRoot1, pole, [traktor.irrigateSlot])
if(bfs2_flag):
bfsRoot2 = [[{'x': 2, 'y': 2, 'direction': 'N', 'hydradeIndex': {(0, 0): -1, (1, 0): 1, (2, 0): 1, (3, 0): 1, (4, 0): 1, (5, 0): 1, (6, 0): 1, (7, 0): 1, (8, 0): 1, (9, 0): 1, (0, 1): 1, (1, 1): 1, (2, 1): 0, (3, 1): 1, (4, 1): 1, (5, 1): 1, (6, 1): 1, (7, 1): 1, (8, 1): 1, (9, 1): 1, (0, 2): 1, (1, 2): 1, (2, 2): 1, (3, 2): 1, (4, 2): 1, (5, 2): 1, (6, 2): 1, (7, 2): 1, (8, 2): 1, (9, 2): 1, (0, 3): 1, (1, 3): 1, (2, 3): 1, (3, 3): 1, (4, 3): 1, (5, 3): 1, (6, 3): 1, (7, 3): 1, (8, 3): 1, (9, 3): 1, (0, 4): 1, (1, 4): 1, (2, 4): 1, (3, 4): 1, (4, 4): 1, (5, 4): 1, (6, 4): 1, (7, 4): 1, (8, 4): 1, (9, 4): 1}}, 'forward'], [{'x': 2, 'y': 2, 'direction': 'E', 'hydradeIndex': {(0, 0): -1, (1, 0): 1, (2, 0): 1, (3, 0): 1, (4, 0): 1, (5, 0): 1, (6, 0): 1, (7, 0): 1, (8, 0): 1, (9, 0): 1, (0, 1): 1, (1, 1): 1, (2, 1): 0, (3, 1): 1, (4, 1): 1, (5, 1): 1, (6, 1): 1, (7, 1): 1, (8, 1): 1, (9, 1): 1, (0, 2): 1, (1, 2): 1, (2, 2): 1, (3, 2): 1, (4, 2): 1, (5, 2): 1, (6, 2): 1, (7, 2): 1, (8, 2): 1, (9, 2): 1, (0, 3): 1, (1, 3): 1, (2, 3): 1, (3, 3): 1, (4, 3): 1, (5, 3): 1, (6, 3): 1, (7, 3): 1, (8, 3): 1, (9, 3): 1, (0, 4): 1, (1, 4): 1, (2, 4): 1, (3, 4): 1, (4, 4): 1, (5, 4): 1, (6, 4): 1, (7, 4): 1, (8, 4): 1, (9, 4): 1}}, 'left'], [{'x': 1, 'y': 2, 'direction': 'E', 'hydradeIndex': {(0, 0): -1, (1, 0): 1, (2, 0): 1, (3, 0): 1, (4, 0): 1, (5, 0): 1, (6, 0): 1, (7, 0): 1, (8, 0): 1, (9, 0): 1, (0, 1): 1, (1, 1): 1, (2, 1): 0, (3, 1): 1, (4, 1): 1, (5, 1): 1, (6, 1): 1, (7, 1): 1, (8, 1): 1, (9, 1): 1, (0, 2): 1, (1, 2): 1, (2, 2): 0, (3, 2): 1, (4, 2): 1, (5, 2): 1, (6, 2): 1, (7, 2): 1, (8, 2): 1, (9, 2): 1, (0, 3): 1, (1, 3): 1, (2, 3): 1, (3, 3): 1, (4, 3): 1, (5, 3): 1, (6, 3): 1, (7, 3): 1, (8, 3): 1, (9, 3): 1, (0, 4): 1, (1, 4): 1, (2, 4): 1, (3, 4): 1, (4, 4): 1, (5, 4): 1, (6, 4): 1, (7, 4): 1, (8, 4): 1, (9, 4): 1}}, 'forward'], [{'x': 0, 'y': 2, 'direction': 'E', 'hydradeIndex': {(0, 0): -1, (1, 0): 1, (2, 0): 1, (3, 0): 1, (4, 0): 1, (5, 0): 1, (6, 0): 1, (7, 0): 1, (8, 0): 1, (9, 0): 1, (0, 1): 1, (1, 1): 1, (2, 1): 0, (3, 1): 1, (4, 1): 1, (5, 1): 1, (6, 1): 1, (7, 1): 1, (8, 1): 1, (9, 1): 1, (0, 2): 1, (1, 2): 1, (2, 2): 0, (3, 2): 1, (4, 2): 1, (5, 2): 1, (6, 2): 1, (7, 2): 1, (8, 2): 1, (9, 2): 1, (0, 3): 1, (1, 3): 1, (2, 3): 1, (3, 3): 1, (4, 3): 1, (5, 3): 1, (6, 3): 1, (7, 3): 1, (8, 3): 1, (9, 3): 1, (0, 4): 1, (1, 4): 1, (2, 4): 1, (3, 4): 1, (4, 4): 1, (5, 4): 1, (6, 4): 1, (7, 4): 1, (8, 4): 1, (9, 4): 1}}, 'forward'], [{'x': 0, 'y': 2, 'direction': 'N', 'hydradeIndex': {(0, 0): -1, (1, 0): 1, (2, 0): 1, (3, 0): 1, (4, 0): 1, (5, 0): 1, (6, 0): 1, (7, 0): 1, (8, 0): 1, (9, 0): 1, (0, 1): 1, (1, 1): 1, (2, 1): 0, (3, 1): 1, (4, 1): 1, (5, 1): 1, (6, 1): 1, (7, 1): 1, (8, 1): 1, (9, 1): 1, (0, 2): 1, (1, 2): 1, (2, 2): 0, (3, 2): 1, (4, 2): 1, (5, 2): 1, (6, 2): 1, (7, 2): 1, (8, 2): 1, (9, 2): 1, (0, 3): 1, (1, 3): 1, (2, 3): 1, (3, 3): 1, (4, 3): 1, (5, 3): 1, (6, 3): 1, (7, 3): 1, (8, 3): 1, (9, 3): 1, (0, 4): 1, (1, 4): 1, (2, 4): 1, (3, 4): 1, (4, 4): 1, (5, 4): 1, (6, 4): 1, (7, 4): 1, (8, 4): 1, (9, 4): 1}}, 'right'], [{'x': 0, 'y': 3, 'direction': 'N', 'hydradeIndex': {(0, 0): -1, (1, 0): 1, (2, 0): 1, (3, 0): 1, (4, 0): 1, (5, 0): 1, (6, 0): 1, (7, 0): 1, (8, 0): 1, (9, 0): 1, (0, 1): 1, (1, 1): 1, (2, 1): 0, (3, 1): 1, (4, 1): 1, (5, 1): 1, (6, 1): 1, (7, 1): 1, (8, 1): 1, (9, 1): 1, (0, 2): 0, (1, 2): 1, (2, 2): 0, (3, 2): 1, (4, 2): 1, (5, 2): 1, (6, 2): 1, (7, 2): 1, (8, 2): 1, (9, 2): 1, (0, 3): 1, (1, 3): 1, (2, 3): 1, (3, 3): 1, (4, 3): 1, (5, 3): 1, (6, 3): 1, (7, 3): 1, (8, 3): 1, (9, 3): 1, (0, 4): 1, (1, 4): 1, (2, 4): 1, (3, 4): 1, (4, 4): 1, (5, 4): 1, (6, 4): 1, (7, 4): 1, (8, 4): 1, (9, 4): 1}}, 'forward'], [{'x': 0, 'y': 3, 'direction': 'W', 'hydradeIndex': {(0, 0): -1, (1, 0): 1, (2, 0): 1, (3, 0): 1, (4, 0): 1, (5, 0): 1, (6, 0): 1, (7, 0): 1, (8, 0): 1, (9, 0): 1, (0, 1): 1, (1, 1): 1, (2, 1): 0, (3, 1): 1, (4, 1): 1, (5, 1): 1, (6, 1): 1, (7, 1): 1, (8, 1): 1, (9, 1): 1, (0, 2): 0, (1, 2): 1, (2, 2): 0, (3, 2): 1, (4, 2): 1, (5, 2): 1, (6, 2): 1, (7, 2): 1, (8, 2): 1, (9, 2): 1, (0, 3): 1, (1, 3): 1, (2, 3): 1, (3, 3): 1, (4, 3): 1, (5, 3): 1, (6, 3): 1, (7, 3): 1, (8, 3): 1, (9, 3): 1, (0, 4): 1, (1, 4): 1, (2, 4): 1, (3, 4): 1, (4, 4): 1, (5, 4): 1, (6, 4): 1, (7, 4): 1, (8, 4): 1, (9, 4): 1}}, 'right'], [{'x': 1, 'y': 3, 'direction': 'W', 'hydradeIndex': {(0, 0): -1, (1, 0): 1, (2, 0): 1, (3, 0): 1, (4, 0): 1, (5, 0): 1, (6, 0): 1, (7, 0): 1, (8, 0): 1, (9, 0): 1, (0, 1): 1, (1, 1): 1, (2, 1): 0, (3, 1): 1, (4, 1): 1, (5, 1): 1, (6, 1): 1, (7, 1): 1, (8, 1): 1, (9, 1): 1, (0, 2): 0, (1, 2): 1, (2, 2): 0, (3, 2): 1, (4, 2): 1, (5, 2): 1, (6, 2): 1, (7, 2): 1, (8, 2): 1, (9, 2): 1, (0, 3): 1, (1, 3): 1, (2, 3): 1, (3, 3): 1, (4, 3): 1, (5, 3): 1, (6, 3): 1, (7, 3): 1, (8, 3): 1, (9, 3): 1, (0, 4): 1, (1, 4): 1, (2, 4): 1, (3, 4): 1, (4, 4): 1, (5, 4): 1, (6, 4): 1, (7, 4): 1, (8, 4): 1, (9, 4): 1}}, 'forward'], [{'x': 2, 'y': 3, 'direction': 'W', 'hydradeIndex': {(0, 0): -1, (1, 0): 1, (2, 0): 1, (3, 0): 1, (4, 0): 1, (5, 0): 1, (6, 0): 1, (7, 0): 1, (8, 0): 1, (9, 0): 1, (0, 1): 1, (1, 1): 1, (2, 1): 0, (3, 1): 1, (4, 1): 1, (5, 1): 1, (6, 1): 1, (7, 1): 1, (8, 1): 1, (9, 1): 1, (0, 2): 0, (1, 2): 1, (2, 2): 0, (3, 2): 1, (4, 2): 1, (5, 2): 1, (6, 2): 1, (7, 2): 1, (8, 2): 1, (9, 2): 1, (0, 3): 1, (1, 3): 0, (2, 3): 1, (3, 3): 1, (4, 3): 1, (5, 3): 1, (6, 3): 1, (7, 3): 1, (8, 3): 1, (9, 3): 1, (0, 4): 1, (1, 4): 1, (2, 4): 1, (3, 4): 1, (4, 4): 1, (5, 4): 1, (6, 4): 1, (7, 4): 1, (8, 4): 1, (9, 4): 1}}, 'forward'], [{'x': 3, 'y': 3, 'direction': 'W', 'hydradeIndex': {(0, 0): -1, (1, 0): 1, (2, 0): 1, (3, 0): 1, (4, 0): 1, (5, 0): 1, (6, 0): 1, (7, 0): 1, (8, 0): 1, (9, 0): 1, (0, 1): 1, (1, 1): 1, (2, 1): 0, (3, 1): 1, (4, 1): 1, (5, 1): 1, (6, 1): 1, (7, 1): 1, (8, 1): 1, (9, 1): 1, (0, 2): 0, (1, 2): 1, (2, 2): 0, (3, 2): 1, (4, 2): 1, (5, 2): 1, (6, 2): 1, (7, 2): 1, (8, 2): 1, (9, 2): 1, (0, 3): 1, (1, 3): 0, (2, 3): 0, (3, 3): 1, (4, 3): 1, (5, 3): 1, (6, 3): 1, (7, 3): 1, (8, 3): 1, (9, 3): 1, (0, 4): 1, (1, 4): 1, (2, 4): 1, (3, 4): 1, (4, 4): 1, (5, 4): 1, (6, 4): 1, (7, 4): 1, (8, 4): 1, (9, 4): 1}}, 'forward'], [{'x': 4, 'y': 3, 'direction': 'W', 'hydradeIndex': {(0, 0): -1, (1, 0): 1, (2, 0): 1, (3, 0): 1, (4, 0): 1, (5, 0): 1, (6, 0): 1, (7, 0): 1, (8, 0): 1, (9, 0): 1, (0, 1): 1, (1, 1): 1, (2, 1): 0, (3, 1): 1, (4, 1): 1, (5, 1): 1, (6, 1): 1, (7, 1): 1, (8, 1): 1, (9, 1): 1, (0, 2): 0, (1, 2): 1, (2, 2): 0, (3, 2): 1, (4, 2): 1, (5, 2): 1, (6, 2): 1, (7, 2): 1, (8, 2): 1, (9, 2): 1, (0, 3): 1, (1, 3): 0, (2, 3): 0, (3, 3): 0, (4, 3): 1, (5, 3): 1, (6, 3): 1, (7, 3): 1, (8, 3): 1, (9, 3): 1, (0, 4): 1, (1, 4): 1, (2, 4): 1, (3, 4): 1, (4, 4): 1, (5, 4): 1, (6, 4): 1, (7, 4): 1, (8, 4): 1, (9, 4): 1}}, 'forward'], [{'x': 4, 'y': 3, 'direction': 'S', 'hydradeIndex': {(0, 0): -1, (1, 0): 1, (2, 0): 1, (3, 0): 1, (4, 0): 1, (5, 0): 1, (6, 0): 1, (7, 0): 1, (8, 0): 1, (9, 0): 1, (0, 1): 1, (1, 1): 1, (2, 1): 0, (3, 1): 1, (4, 1): 1, (5, 1): 1, (6, 1): 1, (7, 1): 1, (8, 1): 1, (9, 1): 1, (0, 2): 0, (1, 2): 1, (2, 2): 0, (3, 2): 1, (4, 2): 1, (5, 2): 1, (6, 2): 1, (7, 2): 1, (8, 2): 1, (9, 2): 1, (0, 3): 1, (1, 3): 0, (2, 3): 0, (3, 3): 0, (4, 3): 1, (5, 3): 1, (6, 3): 1, (7, 3): 1, (8, 3): 1, (9, 3): 1, (0, 4): 1, (1, 4): 1, (2, 4): 1, (3, 4): 1, (4, 4): 1, (5, 4): 1, (6, 4): 1, (7, 4): 1, (8, 4): 1, (9, 4): 1}}, 'right'], [{'x': 4, 'y': 2, 'direction': 'S', 'hydradeIndex': {(0, 0): -1, (1, 0): 1, (2, 0): 1, (3, 0): 1, (4, 0): 1, (5, 0): 1, (6, 0): 1, (7, 0): 1, (8, 0): 1, (9, 0): 1, (0, 1): 1, (1, 1): 1, (2, 1): 0, (3, 1): 1, (4, 1): 1, (5, 1): 1, (6, 1): 1, (7, 1): 1, (8, 1): 1, (9, 1): 1, (0, 2): 0, (1, 2): 1, (2, 2): 0, (3, 2): 1, (4, 2): 1, (5, 2): 1, (6, 2): 1, (7, 2): 1, (8, 2): 1, (9, 2): 1, (0, 3): 1, (1, 3): 0, (2, 3): 0, (3, 3): 0, (4, 3): 0, (5, 3): 1, (6, 3): 1, (7, 3): 1, (8, 3): 1, (9, 3): 1, (0, 4): 1, (1, 4): 1, (2, 4): 1, (3, 4): 1, (4, 4): 1, (5, 4): 1, (6, 4): 1, (7, 4): 1, (8, 4): 1, (9, 4): 1}}, 'forward'], [{'x': 4, 'y': 1, 'direction': 'S', 'hydradeIndex': {(0, 0): -1, (1, 0): 1, (2, 0): 1, (3, 0): 1, (4, 0): 1, (5, 0): 1, (6, 0): 1, (7, 0): 1, (8, 0): 1, (9, 0): 1, (0, 1): 1, (1, 1): 1, (2, 1): 0, (3, 1): 1, (4, 1): 1, (5, 1): 1, (6, 1): 1, (7, 1): 1, (8, 1): 1, (9, 1): 1, (0, 2): 0, (1, 2): 1, (2, 2): 0, (3, 2): 1, (4, 2): 0, (5, 2): 1, (6, 2): 1, (7, 2): 1, (8, 2): 1, (9, 2): 1, (0, 3): 1, (1, 3): 0, (2, 3): 0, (3, 3): 0, (4, 3): 0, (5, 3): 1, (6, 3): 1, (7, 3): 1, (8, 3): 1, (9, 3): 1, (0, 4): 1, (1, 4): 1, (2, 4): 1, (3, 4): 1, (4, 4): 1, (5, 4): 1, (6, 4): 1, (7, 4): 1, (8, 4): 1, (9, 4): 1}}, 'forward'], [{'x': 4, 'y': 0, 'direction': 'S', 'hydradeIndex': {(0, 0): -1, (1, 0): 1, (2, 0): 1, (3, 0): 1, (4, 0): 1, (5, 0): 1, (6, 0): 1, (7, 0): 1, (8, 0): 1, (9, 0): 1, (0, 1): 1, (1, 1): 1, (2, 1): 0, (3, 1): 1, (4, 1): 0, (5, 1): 1, (6, 1): 1, (7, 1): 1, (8, 1): 1, (9, 1): 1, (0, 2): 0, (1, 2): 1, (2, 2): 0, (3, 2): 1, (4, 2): 0, (5, 2): 1, (6, 2): 1, (7, 2): 1, (8, 2): 1, (9, 2): 1, (0, 3): 1, (1, 3): 0, (2, 3): 0, (3, 3): 0, (4, 3): 0, (5, 3): 1, (6, 3): 1, (7, 3): 1, (8, 3): 1, (9, 3): 1, (0, 4): 1, (1, 4): 1, (2, 4): 1, (3, 4): 1, (4, 4): 1, (5, 4): 1, (6, 4): 1, (7, 4): 1, (8, 4): 1, (9, 4): 1}}, 'forward'], [{'x': 4, 'y': 0, 'direction': 'E', 'hydradeIndex': {(0, 0): -1, (1, 0): 1, (2, 0): 1, (3, 0): 1, (4, 0): 1, (5, 0): 1, (6, 0): 1, (7, 0): 1, (8, 0): 1, (9, 0): 1, (0, 1): 1, (1, 1): 1, (2, 1): 0, (3, 1): 1, (4, 1): 0, (5, 1): 1, (6, 1): 1, (7, 1): 1, (8, 1): 1, (9, 1): 1, (0, 2): 0, (1, 2): 1, (2, 2): 0, (3, 2): 1, (4, 2): 0, (5, 2): 1, (6, 2): 1, (7, 2): 1, (8, 2): 1, (9, 2): 1, (0, 3): 1, (1, 3): 0, (2, 3): 0, (3, 3): 0, (4, 3): 0, (5, 3): 1, (6, 3): 1, (7, 3): 1, (8, 3): 1, (9, 3): 1, (0, 4): 1, (1, 4): 1, (2, 4): 1, (3, 4): 1, (4, 4): 1, (5, 4): 1, (6, 4): 1, (7, 4): 1, (8, 4): 1, (9, 4): 1}}, 'right'], [{'x': 3, 'y': 0, 'direction': 'E', 'hydradeIndex': {(0, 0): -1, (1, 0): 1, (2, 0): 1, (3, 0): 1, (4, 0): 0, (5, 0): 1, (6, 0): 1, (7, 0): 1, (8, 0): 1, (9, 0): 1, (0, 1): 1, (1, 1): 1, (2, 1): 0, (3, 1): 1, (4, 1): 0, (5, 1): 1, (6, 1): 1, (7, 1): 1, (8, 1): 1, (9, 1): 1, (0, 2): 0, (1, 2): 1, (2, 2): 0, (3, 2): 1, (4, 2): 0, (5, 2): 1, (6, 2): 1, (7, 2): 1, (8, 2): 1, (9, 2): 1, (0, 3): 1, (1, 3): 0, (2, 3): 0, (3, 3): 0, (4, 3): 0, (5, 3): 1, (6, 3): 1, (7, 3): 1, (8, 3): 1, (9, 3): 1, (0, 4): 1, (1, 4): 1, (2, 4): 1, (3, 4): 1, (4, 4): 1, (5, 4): 1, (6, 4): 1, (7, 4): 1, (8, 4): 1, (9, 4): 1}}, 'forward'], [{'x': 2, 'y': 0, 'direction': 'E', 'hydradeIndex': {(0, 0): -1, (1, 0): 1, (2, 0): 1, (3, 0): 0, (4, 0): 0, (5, 0): 1, (6, 0): 1, (7, 0): 1, (8, 0): 1, (9, 0): 1, (0, 1): 1, (1, 1): 1, (2, 1): 0, (3, 1): 1, (4, 1): 0, (5, 1): 1, (6, 1): 1, (7, 1): 1, (8, 1): 1, (9, 1): 1, (0, 2): 0, (1, 2): 1, (2, 2): 0, (3, 2): 1, (4, 2): 0, (5, 2): 1, (6, 2): 1, (7, 2): 1, (8, 2): 1, (9, 2): 1, (0, 3): 1, (1, 3): 0, (2, 3): 0, (3, 3): 0, (4, 3): 0, (5, 3): 1, (6, 3): 1, (7, 3): 1, (8, 3): 1, (9, 3): 1, (0, 4): 1, (1, 4): 1, (2, 4): 1, (3, 4): 1, (4, 4): 1, (5, 4): 1, (6, 4): 1, (7, 4): 1, (8, 4): 1, (9, 4): 1}}, 'forward'], [{'x': 1, 'y': 0, 'direction': 'E', 'hydradeIndex': {(0, 0): -1, (1, 0): 1, (2, 0): 0, (3, 0): 0, (4, 0): 0, (5, 0): 1, (6, 0): 1, (7, 0): 1, (8, 0): 1, (9, 0): 1, (0, 1): 1, (1, 1): 1, (2, 1): 0, (3, 1): 1, (4, 1): 0, (5, 1): 1, (6, 1): 1, (7, 1): 1, (8, 1): 1, (9, 1): 1, (0, 2): 0, (1, 2): 1, (2, 2): 0, (3, 2): 1, (4, 2): 0, (5, 2): 1, (6, 2): 1, (7, 2): 1, (8, 2): 1, (9, 2): 1, (0, 3): 1, (1, 3): 0, (2, 3): 0, (3, 3): 0, (4, 3): 0, (5, 3): 1, (6, 3): 1, (7, 3): 1, (8, 3): 1, (9, 3): 1, (0, 4): 1, (1, 4): 1, (2, 4): 1, (3, 4): 1, (4, 4): 1, (5, 4): 1, (6, 4): 1, (7, 4): 1, (8, 4): 1, (9, 4): 1}}, 'forward'], [{'x': 0, 'y': 0, 'direction': 'E', 'hydradeIndex': {(0, 0): -1, (1, 0): 0, (2, 0): 0, (3, 0): 0, (4, 0): 0, (5, 0): 1, (6, 0): 1, (7, 0): 1, (8, 0): 1, (9, 0): 1, (0, 1): 1, (1, 1): 1, (2, 1): 0, (3, 1): 1, (4, 1): 0, (5, 1): 1, (6, 1): 1, (7, 1): 1, (8, 1): 1, (9, 1): 1, (0, 2): 0, (1, 2): 1, (2, 2): 0, (3, 2): 1, (4, 2): 0, (5, 2): 1, (6, 2): 1, (7, 2): 1, (8, 2): 1, (9, 2): 1, (0, 3): 1, (1, 3): 0, (2, 3): 0, (3, 3): 0, (4, 3): 0, (5, 3): 1, (6, 3): 1, (7, 3): 1, (8, 3): 1, (9, 3): 1, (0, 4): 1, (1, 4): 1, (2, 4): 1, (3, 4): 1, (4, 4): 1, (5, 4): 1, (6, 4): 1, (7, 4): 1, (8, 4): 1, (9, 4): 1}}, 'forward']]
#displayControler: NUM_X: 10, NUM_Y: 5 (klasyczne - duże) CHANGE THIS IN DCON !!!
bfsRoot2.reverse()
print_to_console("Traktor porusza sie obliczona sciezka BFS")
traktor.move_by_root(bfsRoot2, pole, [traktor.irrigateSlot])
if(bfs3_flag):
bfsRoot3 = BFS.BFS3({'x': 0, 'y': 0, 'direction': "E"})
#displayControler: NUM_X: 20, NUM_Y: 12 (skarb) CHANGE THIS IN DCON BY HAND!!!!!!!!
bfsRoot3.reverse()
print_to_console("Traktor porusza sie obliczona sciezka BFS")
traktor.move_by_root(bfsRoot3, pole, [traktor.irrigateSlot])
if (Astar):
aStarRoot,cost_list,total_cost= AStar.A_star({'x': 0, 'y': 0, 'direction': "E"}, pole, goalTreasure)
if aStarRoot:
print("Pełna ścieżka agenta:")
aStarRoot.reverse()
cost_list.reverse()
i=0
for node in aStarRoot:
state = node[0].state # Pobranie stanu z obiektu Node
action = node[1] # Pobranie akcji
print("Współrzędne pola:", state['x'], state['y'], "- Akcja:",action,"- Koszt: ",cost_list[i])
i=i+1
print_to_console("Traktor porusza się obliczoną ścieżką A*")
traktor.move_by_root(aStarRoot, pole, [traktor.irrigateSlot])
print("Koszt:", total_cost)
else:
print_to_console("Nie można znaleźć ścieżki A*") # Wyświetl komunikat, jeśli nie znaleziono ścieżki
if (Astar2):
aStarRoot2,cost_list, total_cost= AStar.A_star2({'x': 0, 'y': 0, 'direction': "E"}, pole, goalTreasure)
if aStarRoot2:
print("Pełna ścieżka agenta:")
aStarRoot2.reverse()
cost_list.reverse()
i=0
for node in aStarRoot2:
state = node[0].state # Pobranie stanu z obiektu Node
action = node[1] # Pobranie akcji
print("Współrzędne pola:", state['x'], state['y'], "- Akcja:",action,"- Koszt: ",cost_list[i])
i=i+1
print_to_console("Traktor porusza się obliczoną ścieżką A*")
traktor.move_by_root(aStarRoot2, pole, [traktor.irrigateSlot])
print("Koszt:", total_cost)
else:
print_to_console("Nie można znaleźć ścieżki A*") # Wyświetl komunikat, jeśli nie znaleziono ścieżki
if(TreeFlag):
traktor.move_forward(pole)
traktor.tree_move(pole)
if(nnFlag):
global model
if (newModel):
print_to_console("uczenie sieci neuronowej")
model = neuralnetwork.trainNewModel()
neuralnetwork.saveModel(model, 'model.pth')
print_to_console("sieć nuronowa nauczona")
print('model został wygenerowany')
else:
model = neuralnetwork.loadModel('model_500_hidden.pth')
print_to_console("model został załądowny")
testset = neuralnetwork.getDataset(False)
print(neuralnetwork.accuracy(model, testset))
traktor.snake_move_predict_plant(pole, model, headers=['Coords','Real plant','Predicted plant','Result','Fertilizer'], actions=[traktor.fertilize_slot])
if(finalFlag):
pass
model = neuralnetwork.loadModel('model_500_hidden.pth')
Tractor.drzewo.treeLearn()
traktor.snake_move_predict_plant(pole, model, headers=['Coords','Real plant','Predicted plant','Result','Water decision'], actions=[traktor.irigate_slot_NN])
start_flag=False
# demo_move()
old_info=get_info(old_info)
for event in pygame.event.get():
if event.type == pygame.QUIT:
quit()
def init(demo):
pygame.display.update()
if(demo==True):
init_demo()
#TODO: Implement
def print_to_console(text):
clock.tick(5)
ui.clear_console()
clock.tick(5)
ui.render_text_to_console(text)
def demo_move():
current_slot = traktor.slot
if current_slot:
current_slot.redraw_image() # Przerysowanie obrazu dla aktualnego slotu
traktor.random_move(pole)
def get_info(old_info):
try:
(x,y)=pygame.mouse.get_pos()
new_info=pole.check_collision(x,y)
if(old_info!=new_info):
print(new_info)
return new_info
except:
pass