Merge branch 'main' of https://github.com/KonohaT/magnusVcarlsen_HF

model-runner.py

@@ -0,0 +1,138 @@
+from transformers import pipeline
+import chess
+
+generator2 = pipeline('text-generation', model='BlueSunflower/gpt2-medium-chess')
+generator = pipeline('text-generation', model='gpt2')
+
+def cleanup_output(text, prompt, extra_len):
+        section = text[len(prompt):]
+        print("Proposed Move: %s" % section)
+        valid_letters = ['A','a','B','b','C','c','D','d','E','e','F','f','G','g','H','h']
+        valid_pieces = ['p','P','k','K','q','Q','r','R','b','B', 'n', 'N']
+        valid_numbers = ['1','2','3','4','5','6','7','8']
+
+        #if there are any syntatically moves in this string for pieces
+        countr = 0
+        while countr < len(section) - 3:
+          if(section[countr] in valid_pieces and section[countr + 1] in valid_letters and section[countr + 2] in valid_numbers):
+            #print(section[countr:countr+3])
+            return ' ' + section[countr:countr+3]
+          countr+=1
+        
+        #variant for capturing!
+        countr = 0
+        while countr < len(section) - 4:
+          if(section[countr] in valid_pieces and section[countr + 1] == 'x' and section[countr + 2] in valid_letters and section[countr + 3] in valid_numbers):
+            #print(section[countr:countr+3])
+            return ' ' + section[countr:countr+5]
+          countr+=1
+
+        #same as moves but for pawns
+        countr = 0
+        while countr < len(section) - 2:
+          if(section[countr] in valid_letters and section[countr+1] in valid_numbers):
+            #print(section[countr:countr+2])
+            return ' ' + section[countr:countr+2]
+          countr+=1
+
+        #variant for capturing!
+        countr = 0
+        while countr < len(section) -4:
+          if(section[countr] in valid_letters and section[countr+1] == 'x' and section[countr+2] in valid_letters and section[countr + 3] in valid_numbers):
+            #print(section[countr:countr+2])
+            return ' ' + section[countr:countr+4]
+          countr+=1
+        
+        return ' e8'
+
+class AInstance:
+    def __init__(self, type, generator):
+        self.type = type
+        self.game_end = False
+        self.generator = generator        
+
+    #All this does it take the gamestate and add the ai-generated result to it
+    def move(self, game_state):
+        if(self.type == "gpt2-medium-chess"):
+            prompt = "1-0 2700 1350 " + game_state
+            extra_len = 7
+        else:
+            prompt = game_state
+            extra_len = 5
+        countr = 0
+        while True:
+            generated_text = self.generator(prompt, max_length=len(prompt) + extra_len, num_return_sequences=1)[0]['generated_text']
+            selected_move = cleanup_output(generated_text, prompt, extra_len)
+            
+            #if this move is valid then return it
+            proposed_board = game_state + selected_move
+            if(verify_move(proposed_board)):
+                return proposed_board
+            countr+=1
+            #goes fifty times until the AInstance object flags itself as "ended" (fundamentally unable to make a valid move)
+            if(countr > 50):
+                self.game_end = True
+                break
+
+    def check_if_end(self):
+        return self.game_end
+
+def verify_move(string):
+    board = chess.Board()
+    print("Board: %s\n" % string)
+    for move in string.split():
+      #if this move makes no sense it will return false and the game will try again to generate a good move
+      try:
+        board.push_san(move)
+      except:
+        return False
+    if(board.is_valid):
+      return True
+    return False
+
+def check_mate(string):
+  #simulates mate idk
+    if(random.randrange(0,100) == 4):
+        print("H")
+        return True
+    return False
+
+def print_game(string):
+    print("Some kind of visualization for the chess board based on this string: %s" % string)
+
+def make_move(instance, game_state):
+    print("%s's move" % instance.type)
+    return_state = game_state
+    return_state = instance.move(game_state)
+    game_ongoing = True
+    if(instance.check_if_end()):
+        print("This player claims they can't make a valid move after 50 tries: %s" % instance.type)
+        game_ongoing = False
+    if(check_mate(return_state)):
+        print("This player claims mates: %s" % instance.type)
+        game_ongoing = False
+    return(return_state, game_ongoing)
+
+
+def main():
+    if(random.randint(0,1) == 1):
+        white = AInstance("gpt2", generator)
+        black = AInstance("gpt2-medium-chess", generator2)
+        print("Gpt2 is White and Gpt2 Optimized is Black\n")
+    else:
+        white = AInstance("gpt2-medium-chess", generator2)
+        black = AInstance("gpt2", generator)
+        print("Gpt2 is Black and Gpt2 Optimized is White\n")
+
+    game_state = "e4 e5"
+    game_ongoing = True
+    while game_ongoing:
+        game_state, game_ongoing = make_move(white, game_state)
+        if not game_ongoing:
+            print_game(game_state)
+            break
+        game_state, game_ongoing = make_move(black, game_state)
+        if not game_ongoing:
+            print_game(game_state)
+            break
+main()