gamev10_v8_1_fevertime_migration.py

# v8 logic =
# v7 logic + set pooling + different algos for each mode - skimming(incompatible with v8 logic)
# basically have a set of dead pools
# once a board dies, it goes into the hashed set
# taking of set union lookup O(1)

# v8.1
# removed atrocious deepcopy from the code

# v10 migration
# put the whole file in main (yeah not the most genius move ik)


from copy import Error
from typing import List
import itertools
from itertools import repeat
import numpy as np
import pprint
import heapq
import copy

import numpy
import time


# improved branching algorithm by creating local and global pools, releasing memory on local pools when they are found useless


# practicing the logic in fevertime before applying it to the main game






def main(board):

	start = time.time()



	MAX_INT=15

	REMOVED_FROM_MEMORY=None


	class Path:
		# only used to show a non-zero lost path
		def __init__(self, sel:int, tar:int) -> None:
			self.sel=sel
			self.tar=tar
		def __repr__(self) -> str:
			return f"<Path {self.sel}->{self.tar}>"


	class BoardLoc:
		def __init__(self, lost:int, id:int) -> None:
			self.lost=lost
			self.id=id
		def __repr__(self) -> str:
			return f"({self.lost}, {self.id})"
		# def is_origin(self) -> bool:
		# 	return (self.lost==0) and (self.id==0)


	class B_path:
		def __init__(self, id:BoardLoc=BoardLoc(0,0), paths:List[Path]=[]) -> None:
			self.id=id
			# list of paths
			self.paths=paths[:]
		def __repr__(self) -> str:
			return f"<B_path id={self.id} paths={self.paths}>"
		
	# a board class
	# a board always has its id but its never stored inside the id

	class FeverBoard:
		# completely changed in form
		def __init__(self, board, last_board:BoardLoc) -> None:
			self.board=board
			self.last_board=last_board
			self.hash=hash(board.tobytes())
		
		def __repr__(self) -> str:
			return f"<FeverBoard {self.board} last_board={self.last_board}>"


		def get_valid_moves(self, loc:BoardLoc):
			# advantages of having a path group
			# share same id and reduce the amount of evaluation at a given time
			"""returns a list of B_paths which is also a list\n
			will be concatnated later\n
			ex)\n
			[\n
				0: [int,int,int]
				1: B_path
				2: B_path
				...\n
			]\n
			Remember to not append 0 length path values"""
			rt = [[]]+[B_path(loc) for x in repeat(None, MAX_INT)]
			# 15 elements
			# print(rt)

			nonzero=np.where(self.board != 0)[0]
			if len(nonzero) == 0:
				raise Error("ASKED TO FIND PATHS ON AN EMPTY BOARD")
			if len(nonzero) == 1:
				# there are multiple cases here
				if self.board[nonzero[0]] == 1:
					# if there is only 1 number
					rt[nonzero[0]+1].paths.append(Path(np.byte(nonzero[0]), np.byte(nonzero[0])))
					return rt
				rt[0].append(nonzero[0])
				return rt
			for key, select in enumerate(nonzero):
				# print("-- select --")
				# print(select)
				if self.board[select] > 1:
					# print("tile appears more than twice. adding paired")
					rt[0].append(np.byte(select)) # in c, it would be presented as a single byte
				# print("-- target --")
				for target in nonzero[key+1:]:
					# print(target)
					rt[min(target, select)+1].paths.append(Path(np.byte(select), np.byte(target)))
			return rt

		# methods to do stuff
		def copy_do_move_pair_move(self, loc:BoardLoc, sel:int):
			"""
			this method does a move thats "paired" and returns a new instance
			"""
			board=copy.copy(self.board)
			# board elements are primitives.
			# shallow copy will work as well
			board[sel]-=2
			# change the value
			return FeverBoard(board, loc)
		def copy_do_move_lost(self, loc:BoardLoc, sel:int, tar:int):
			"""
			this method does a move where "sel" and "tar" are different and returns a new instance
			"""
			board=copy.copy(self.board)
			if sel == tar:
				# the only time it is the same is when the board only has 1 number
				# otherwise, its going to be a paired move with lost 0
				board[sel]-=1
			else:
				board[sel]-=1
				board[tar]-=1
				board[tar-sel-1]+=1
			# board elements are primitives.
			# shallow copy will work as well
			# change the value
			return FeverBoard(board, loc)



		def __hash__(self):
			return self.hash
		def __eq__(self, other: object) -> bool:
			return self.hash==other.hash

		def is_finished(self) -> bool:
			return not np.any(self.board, 0)

		def format_board(board):
			return_board=np.zeros(MAX_INT, numpy.byte) # extremely efficient
			for tile in board:
				return_board[tile-1]+=1
			return return_board




	hash_dict={}
	# stores hash
	# {
	# 	__hash__:BoardLoc
	# 	__hash__:BoardLoc
	# }

	# used to look up instances
	# BoardLoc contains the attribute lost which can be used to evalutate which board is better


	global_board_pool=[[] for _ in repeat(None, 60)]
	global_path_pool=[[] for _ in repeat(None, 60)]


	# we dont evaluate paths until needed
	# evalutate boards
	# evalutate paths
	# repeat



	# print("="*100)
	original_board=FeverBoard(FeverBoard.format_board(board), None)
	# print(original_board)
	global_board_pool[0].append(original_board)
	hash_dict[original_board.hash]=BoardLoc(0,0)


	# pprint.pprint(global_board_pool)
	# pprint.pprint(hash_dict)

	# pprint.pprint(FeverBoard(FeverBoard.format_board([3]), None).get_valid_moves(BoardLoc(0,0)))

	# new_board=original_board.copy_do_move_pair_move(BoardLoc(0,0), 0)
	# new_board=FeverBoard(FeverBoard.format_board([6,10,6,7,15,9,7,3,4,8]), BoardLoc(1,2))
	# print(original_board.hash)
	# print(new_board.hash)


	# exit()

	cut=0
	def board_eval_recursive(root_board, board_lost):
		# print(root_board.hash)
		if root_board.is_finished() == True:
			# print(f"found at cut {cut}")
			# print("time took")
			# print(time.time()-start)
			# pprint.pprint(construct_boards(root_board))
			return cut
		bl=BoardLoc(board_lost, len(global_board_pool[board_lost]))
		if root_board.hash in hash_dict:
			if hash_dict[root_board.hash].lost < board_lost:
				# raise Error("AN EXISTING HASH DICTIONARY HAD LOWER LOST THAN NEW")
				# this statement should also return the funciton
				# i just wanted to test some theory
				return
			if hash_dict[root_board.hash].lost > board_lost:
				# print("DEBUG: dictionary board had higher lost than new board. replacing...")
				global_board_pool[hash_dict[root_board.hash].lost][hash_dict[root_board.hash].id]=None
				# set the original board to a compromised board = "None"
				# this is a bad practice but memorywise better
				hash_dict[root_board.hash]=bl
			else:
				return
		else:
			hash_dict[root_board.hash]=bl
		# print(bl)
		global_board_pool[bl.lost].append(root_board)
		moves=root_board.get_valid_moves(bl)
		for move in moves[0]:
			board_eval_recursive(root_board.copy_do_move_pair_move(bl, move), board_lost)
		path_lost=board_lost
		for bpath in moves[1:]:
			# get the remaining paths
			path_lost+=1
			if len(bpath.paths) > 0:
				global_path_pool[path_lost].append(bpath)
		# means we didnt find a solution
		return None
	def construct_boards(board):
		boards=[board]
		board=global_board_pool[board.last_board.lost][board.last_board.id]
		while board.last_board != None:
			boards.append(board)
			board=global_board_pool[board.last_board.lost][board.last_board.id]
		boards.append(global_board_pool[0][0])
		return boards[::-1]
	for _ in repeat(None, 40):
		# print("----------")
		# print(f"cut={cut}")
		# evaluate all 0 boards
		#                                                this shallow copy will allow the board to not get interuppted by the for loop
		for id, board in enumerate(global_board_pool[cut][:]):
			if board is None: continue
			bl=BoardLoc(cut, id)
			# print(f"Looping board id {bl}")
			moves=board.get_valid_moves(bl)
			for paired_move in moves[0]:
				result = board_eval_recursive(board.copy_do_move_pair_move(bl, paired_move), cut)
				if result is not None:
					return result
			path_lost=cut
			for bpath in moves[1:]:
				# get the remaining paths
				path_lost+=1
				if len(bpath.paths) > 0:
					global_path_pool[path_lost].append(bpath)
		
		# print("="*100)
		# print("board pool")
		# pprint.pprint(global_board_pool)
		# print("="*100)
		# # print("path pool")
		# # pprint.pprint(global_path_pool)
		# print("="*100)
		# print("dict pool")
		# pprint.pprint(hash_dict)

		# print("-----")
		# print(f"failed to find within cut:{cut}")
		cut+=1
		# print(f"cut is now {cut}")
		# print("generating new boards...")
		for bpath in global_path_pool[cut]:
			# print(f"evaluating board at loc {bpath.id}")
			stem_board=global_board_pool[bpath.id.lost][bpath.id.id]
			for p in bpath.paths:
				bl=BoardLoc(cut, len(global_board_pool[cut]))
				new_board=stem_board.copy_do_move_lost(bpath.id, p.sel, p.tar)
				# check hash before adding a board
				# probably optimize this in v9
				if new_board.is_finished() == True:
					# print(f"found at cut {cut}")
					# print("time took")
					# print(time.time()-start)
					# pprint.pprint(construct_boards(new_board))

					return cut
				if new_board.hash in hash_dict:
					if hash_dict[new_board.hash].lost < cut+1:
						# raise Error("AN EXISTING HASH DICTIONARY HAD LOWER LOST THAN NEW")
						# # this statement should also return the funciton
						# # i just wanted to test some theory
						# do nothing
						pass
					if hash_dict[new_board.hash].lost > cut+1:
						# print("DEBUG: dictionary board had higher lost than new board. replacing...")
						global_board_pool[hash_dict[new_board.hash].lost][hash_dict[new_board.hash].id]=None
						# set the original board to a compromised board = "None"
						# this is a bad practice but memorywise better
						hash_dict[new_board.hash]=bl
						# append because this is a better board
						global_board_pool[cut].append(new_board)
					# if hash_dict[new_board.hash].lost == new_board:
					# 	print("++++++++++++++++++++++++++")
				else:
					hash_dict[new_board.hash]=bl
					# append if hash was different
					global_board_pool[cut].append(new_board)
		global_path_pool[cut]=REMOVED_FROM_MEMORY
		# print("done adding boards")
		# print("="*100)
		# print("board pool")
		# pprint.pprint(global_board_pool)
		# print("="*100)
		# print("path pool")
		# pprint.pprint(global_path_pool)
		# print("="*100)
		# print("dict pool")
		# pprint.pprint(hash_dict)



if __name__ == "__main__":
	print("running main test")
	print(main([6,10,6,7,15,9,7,3,4,8]))