SZI2019SmieciarzWmi/vowpal_utils.py

85 lines
2.9 KiB
Python

import re
from config import MAP_NAME, GRID_WIDTH, GRID_HEIGHT, GC_X, GC_Y
COORDINATES_LIST = []
MOVES_LIST = []
with open( MAP_NAME, 'r' ) as map:
MAP_CONTENT = map.readlines()[2:]
MAP_CONTENT = [list(row.strip().replace(" ","")) for row in MAP_CONTENT]
moves_mapping = {
"pick_garbage": 1,
"right": 2,
"left": 3,
"up": 4,
"down": 5
}
def parse_list(whole_result,current_x,current_y):
global COORDINATES_LIST, MOVES_LIST
COORDINATES_LIST = whole_result.copy()
moves = []
print("x,y",current_x,current_y,"list",whole_result)
parser = {'[0,1]':"down",'[0,-1]':"up",'[1,0]':"right",'[-1,0]':"left"}
for x in range(len(whole_result)):
if whole_result[x]=="pick_garbage":
moves.append(whole_result[x])
else:
x_subtraction = whole_result[x][0] - current_x
y_subtraction = whole_result[x][1] - current_y
current_x = whole_result[x][0]
current_y = whole_result[x][1]
moves.append(parser[f"[{x_subtraction},{y_subtraction}]"])
print(moves)
MOVES_LIST = moves.copy()
generate_input(1.0)
return moves
def generate_input(importance):
i = 0 #we'll use it to map coords to moves
input_file_content = []
for position in COORDINATES_LIST:
coords = check_position(position, i) #set valid gc position
#vowpal config goes here
label = moves_mapping[MOVES_LIST[i]]
tag = re.findall("(map_[0-9]+|map[0-9]+_auto)", MAP_NAME)[0]
gc_position = "|GC_Position "+str(coords[0])+","+str(coords[1])
input_line = str(label) + " " + str(importance) + " " + tag + gc_position+" |GC_Area "
area = get_gc_area(coords,1)
for a in area:
input_line += a + " "
i += 1
input_file_content.append(input_line)
#save to file
filename = ".\VowPalInputData\input_" + str(tag) + ".txt"
input_file = open(filename,"w+")
for line in input_file_content:
input_file.write(line+"\n")
input_file.close()
def get_gc_area(position, radius):
area = []
for x in range(max(0, position[0] - radius), min(position[0] + radius + 1, GRID_WIDTH)): #prevents giong abroad
for y in range(max(0, position[1] - radius), min(position[1] + radius + 1, GRID_HEIGHT)):
if([x,y] == position): #we dont need gc data here
continue
area.append(MAP_CONTENT[y][x]+"("+str(x)+","+str(y)+")")
return area
def check_position(position, i):
if(type(position) is list): #if position valid, return it
return position
elif(position == "pick_garbage"): #if invalid, look for recent coords. if not found, return initial coords
for j in range(i-1,-1,-1):
if(type(COORDINATES_LIST[j]) is list):
return COORDINATES_LIST[j]
return [GC_X, GC_Y]
else: #in case sh t happened
print("An error has ocurred while processing GC position.")