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# read a map, receive a solution, determine if the solution reaches the goal
import gym
from gym.envs.toy_text.frozen_lake import generate_random_map
import random
import os
import numpy as np
# from PIL import Image
levels = [3,4,5,6,7,8]
# import ipdb; ipdb.set_trace()
for level in levels:
# level = 3
count = 0
correct = 0
invalid = 0
gt_answer_dir = "../maps/level%d/answer/"%(level)
check_answer_dir = "output/output_img/level%d/"%(level)
for test_id in range(100):
try:
# parse answer from the output
output_path = check_answer_dir + "%d.txt"%(test_id)
with open(output_path, "r") as f:
contents = f.read()
# answer_index = contents.find("<Output>")
# answer = contents[answer_index+len("<Output>"):]
# if answer_index == -1:
answer_index = contents.find("<Answer>")
answer = contents[answer_index+len("<Answer>"):]
if answer_index == -1:
answer_index = contents.find("**Answer")
answer = contents[answer_index+len("**Answer"):]
if answer_index == -1:
answer_index = contents.find("Answer")
answer = contents[answer_index+len("Answer"):]
answer = answer.replace('"', '')
answer = answer.replace('*', '')
answer = answer.replace(':', '')
answer = answer.replace("'", '')
answer = answer.replace("\n", '')
answer = answer.replace(".", '')
answer = answer.replace("(", '')
answer = answer.replace(")", '')
answer = answer.replace("<", '')
answer = answer.replace(">", '')
answer = answer.replace("`", '')
answer = answer.lstrip()
answer = answer.rstrip()
# import ipdb; ipdb.set_trace()
assert answer in ['A', 'B', 'C', 'D']
# pass
# else:
# assert
# if 'A' in answer and 'B' not in answer and 'C' not in answer and 'D' not in answer:
# answer = 'A'
# elif 'B' in answer and 'C' not in answer and 'D' not in answer:
# answer = 'B'
# elif 'C' in answer and 'D' not in answer:
# answer = 'C'
# elif 'D' in answer:
# answer = 'D'
# parse GT from recorded file
gt_path = gt_answer_dir + "%d.txt"%(test_id)
with open(gt_path, "r") as f:
contents = f.read()
rows = contents.split('\n')
assert len(rows) == 5
gt = int(rows[-1])
key_dict = {0: 'A', 1: 'B', 2: 'C', 3:'D'}
gt = key_dict[gt]
if answer == gt:
correct += 1
# else:
# print(answer, test_id)
count += 1
except:
# print(test_id)
# import ipdb; ipdb.set_trace()
invalid += 1
count += 1
pass
print("------Level %d-------"%(level))
print("Total tested: %d"%(count))
print("Total correct: %d"%(correct))
print("Total invalid: %d"%(invalid))
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