from kivy.storage.jsonstore import JsonStore class Move: GTP_COORD = "ABCDEFGHJKLMNOPQRSTUVWYXYZ" PLAYERS = "BW" SGF_COORD = [chr(i) for i in range(97, 123)] def __init__(self, player, coords=None, gtpcoords=None, sgfcoords=None, robot=False): self.player = player self.robot = robot self.coords = coords or (gtpcoords and self.gtp2ix(gtpcoords)) or self.sgf2ix(sgfcoords) self.analysis = None self.outdated_evaluation = None self.pass_analysis = None self.evaluation = None self.ownership = None self.points_lost = 0 self.previous_temperature = None self.undos = [] self.comment = "" def __repr__(self): return f"{Move.PLAYERS[self.player]}{self.gtp()}" def temperature(self): if self.analysis: best_score = float(self.analysis[0]["scoreMean"]) worst_score = -float(self.pass_analysis[0]["scoreMean"]) return best_score - worst_score else: return 0 def evaluate(self, previous_move): best_score = float(previous_move.analysis[0]["scoreMean"]) worst_score = -float(previous_move.pass_analysis[0]["scoreMean"]) last_move_score = -float(self.analysis[0]["scoreMean"]) self.previous_temperature = best_score - worst_score self.points_lost = best_score - last_move_score prev_analysis_current_move = [d for d in previous_move.analysis if d["move"] == self.gtp()] if abs(self.previous_temperature) > 0.5: self.evaluation = (last_move_score - worst_score) / (best_score - worst_score) self.move_options = [previous_move.analysis[0]["scoreMean"]] else: self.evaluation = None if self.evaluation: self.comment = f"Evaluation: {100*self.evaluation:.1f}%{' (AI Move)' if self.robot else ''}\n" if prev_analysis_current_move: self.outdated_evaluation = (prev_analysis_current_move[0]["scoreMean"] - worst_score) / (best_score - worst_score) self.comment += f"(Was considered last move as: {100 * self.outdated_evaluation:.1f}%)\n" else: self.comment = "Temperature too low for evaluation\n" self.comment += f"Estimate point loss: {self.points_lost:.1f}\n" self.comment += f"Last move score was {last_move_score:.1f}\n" self.comment += f"Score of top move was {previous_move.analysis[0]['scoreMean']:.1f} @ {previous_move.analysis[0]['move']}\n" self.comment += f"Pass score was {worst_score:.1f}\n" def gtp2ix(self, gtpmove): if "pass" in gtpmove: return (None, None) return Move.GTP_COORD.index(gtpmove[0]), int(gtpmove[1:]) - 1 def sgf2ix(self, sgfmove_with_boardsize): sgfmove, boardsize = sgfmove_with_boardsize if sgfmove == "": return (None, None) return Move.SGF_COORD.index(sgfmove[0]), boardsize - Move.SGF_COORD.index(sgfmove[1]) - 1 def gtp(self): if self.coords[0] is None: return "pass" return Move.GTP_COORD[self.coords[0]] + str(self.coords[1] + 1) def sgfcoords(self, boardsize): return f"{Move.SGF_COORD[self.coords[0]]}{Move.SGF_COORD[boardsize - self.coords[1] - 1]}" def sgf(self, boardsize): if self.coords[0] is None: return f"{Move.PLAYERS[self.player]}[]" else: return f"{Move.PLAYERS[self.player]}[{self.sgfcoords(boardsize)}]"