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eval.py

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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]
+for level in levels:
+    count = 0
+    correct = 0
+    invalid = 0
+
+    yes_c = 0
+    yes_w = 0
+
+    gt_answer_dir = "maps/level%d/answer/"%(level)
+    check_answer_dir = "output/output_pure_text/level%d/"%(level)
+
+    # import ipdb; ipdb.set_trace()
+    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:"):]
+                answer = answer.replace('"', '')
+                answer = answer.replace("'", '')
+                answer = answer.replace("\n", '')
+                answer = answer.replace(".", '')
+                answer = answer.replace("(", '')
+                answer = answer.replace(")", '')
+                answer = answer.lstrip()
+                answer = answer.rstrip()
+                answer = answer.lower()
+                # import ipdb; ipdb.set_trace()
+                assert answer in ['yes', 'no']
+            # import ipdb; ipdb.set_trace()
+            # parse GT from recorded file
+            gt_path = gt_answer_dir + "%d.txt"%(test_id)
+            with open(gt_path, "r") as f:
+                gt = f.read()
+                key_dict = {'Y': 'yes', 'N': 'no'}
+                gt = key_dict[gt]
+            if answer == gt:
+                correct += 1
+                if answer == 'yes':
+                    yes_c += 1
+            else:
+                if answer == 'yes':
+                    yes_w += 1
+            count += 1
+            # print(answer)
+        except:
+            # import ipdb; ipdb.set_trace()
+            invalid += 1
+            count += 1
+            pass
+
+    # print(yes_c)
+    # print(yes_w)
+    print("=====Curr Level: %d======"%(level))
+    print("Total tested: %d"%(count))
+    print("Total correct: %d"%(correct))
+    print("Total invalid: %d"%(invalid))

maps/level3/answer/0.txt

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+Y

maps/level3/answer/1.txt

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+N

maps/level3/answer/10.txt

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+Y

maps/level3/answer/11.txt

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+N

maps/level3/answer/12.txt

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+N

maps/level3/answer/13.txt

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+Y

maps/level3/answer/14.txt

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+Y

maps/level3/answer/15.txt

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+Y

maps/level3/answer/16.txt

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+Y

maps/level3/answer/17.txt

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+Y

maps/level3/answer/18.txt

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+Y

maps/level3/answer/19.txt

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+N

maps/level3/answer/2.txt

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+Y

maps/level3/answer/20.txt

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+Y

maps/level3/answer/21.txt

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+N

maps/level3/answer/22.txt

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+N

maps/level3/answer/23.txt

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+Y

maps/level3/answer/24.txt

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+N

maps/level3/answer/25.txt

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+Y

maps/level3/answer/26.txt

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+N

maps/level3/answer/27.txt

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+Y

maps/level3/answer/28.txt

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+N

maps/level3/answer/29.txt

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+Y

maps/level3/answer/3.txt

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+N

maps/level3/answer/30.txt

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+Y

maps/level3/answer/31.txt

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+Y

maps/level3/answer/32.txt

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+N

maps/level3/answer/33.txt

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+Y

maps/level3/answer/34.txt

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+Y

maps/level3/answer/35.txt

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+N

maps/level3/answer/36.txt

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+Y

maps/level3/answer/37.txt

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+N

maps/level3/answer/38.txt

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+N

maps/level3/answer/39.txt

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+N

maps/level3/answer/4.txt

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+Y

maps/level3/answer/40.txt

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+N

maps/level3/answer/41.txt

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+Y

maps/level3/answer/42.txt

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+Y

maps/level3/answer/43.txt

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+Y

maps/level3/answer/44.txt

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+N

maps/level3/answer/45.txt

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+Y

maps/level3/answer/46.txt

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+Y

maps/level3/answer/47.txt

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+Y

maps/level3/answer/48.txt

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+Y