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Copy pathzobrist.py
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1160 lines (1143 loc) · 66.2 KB
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""" Zobrist hash calculation.
used/imported by go.Position
"""
import enum
from collections import namedtuple
from typing import Optional, Iterable, Dict, Tuple, TYPE_CHECKING
import numpy as np
import go
class Player(enum.Enum):
black = 1
white = 2
class Point(namedtuple('Point', 'row col')):
pass
class ZobristHash:
def __init__(self, board_size: int):
self.ztable = self.initialize_ztable(DLGO_ZOBRIST_HASH, board_size)
self.EMPTY_BOARD_HASH = np.uint64(EMPTY_BOARD_HASH_19)
@staticmethod
def initialize_ztable(hmap: Dict[Tuple[Point, Player], np.uint64], n: int) -> np.ndarray:
"""
how to lookup the final table: ztable[move[0], move[1], to_play + 1]
ztable[:, :, 0/1/2] is hash for white/empty/black
"""
PLAYER_MAP = [Player.white, None, Player.black]
ztable = np.ndarray(shape=(n, n, 3), dtype=np.uint64)
for i in range(n):
for j in range(n):
for k in range(3):
ztable[(i, j, k)] = hmap[Point(i+1, j+1), PLAYER_MAP[k]]
# the most common op when playing/undo a move needs to apply "empty" hash
ztable[(i, j, 0)] ^= ztable[(i, j, 1)]
ztable[(i, j, 2)] ^= ztable[(i, j, 1)]
return ztable
def board_hash_slow(self, board: np.ndarray) -> np.uint64:
""" compute board hash stone by stone """
h = np.uint64(self.EMPTY_BOARD_HASH)
for i, j in np.argwhere(board != 0):
color = board[i, j]
h ^= self.ztable[(i, j, 1 + color)]
return h
def board_hash(self, board: np.ndarray) -> np.uint64:
""" compute board hash array style """
h = np.uint64(self.EMPTY_BOARD_HASH)
black_hashes = self.ztable[:, :, 2][board == 1]
white_hashes = self.ztable[:, :, 0][board == -1]
return h ^ np.bitwise_xor.reduce(black_hashes) ^ np.bitwise_xor.reduce(white_hashes)
def hash_after_move(self, pos: 'go.Position', move: Optional[tuple], captured: Iterable[tuple]) -> np.uint64:
start_hash = pos.zobrist_hash
if move is None:
return start_hash
to_play = pos.to_play # -1/1
h = start_hash
h ^= self.ztable[(move[0], move[1], 1 + to_play)]
for p in captured:
h ^= self.ztable[(p[0], p[1], 1 - to_play)]
return h
# below is clipped from dlgo zobrist code
DLGO_ZOBRIST_HASH = {
(Point(row=1, col=1), None): 6402364705153495313,
(Point(row=1, col=1), Player.black): 444191475187629924,
(Point(row=1, col=1), Player.white): 3180807544946524599,
(Point(row=1, col=2), None): 3474352554071515715,
(Point(row=1, col=2), Player.black): 4452486373405451057,
(Point(row=1, col=2), Player.white): 2625197482182378633,
(Point(row=1, col=3), None): 4301395653233812397,
(Point(row=1, col=3), Player.black): 1052743445463685251,
(Point(row=1, col=3), Player.white): 4333922193950527979,
(Point(row=1, col=4), None): 579019433439089653,
(Point(row=1, col=4), Player.black): 6933861647704254864,
(Point(row=1, col=4), Player.white): 7471883531373616369,
(Point(row=1, col=5), None): 6620703135527919578,
(Point(row=1, col=5), Player.black): 266726669874565249,
(Point(row=1, col=5), Player.white): 971215397166039728,
(Point(row=1, col=6), None): 4901139204652546593,
(Point(row=1, col=6), Player.black): 3661296273230053320,
(Point(row=1, col=6), Player.white): 2091383563393534946,
(Point(row=1, col=7), None): 5841479823883894579,
(Point(row=1, col=7), Player.black): 1343795425674087019,
(Point(row=1, col=7), Player.white): 7027629093182269949,
(Point(row=1, col=8), None): 6974526363558785031,
(Point(row=1, col=8), Player.black): 3308889409935951416,
(Point(row=1, col=8), Player.white): 8001375756973022700,
(Point(row=1, col=9), None): 3326669231944330056,
(Point(row=1, col=9), Player.black): 182527627536217527,
(Point(row=1, col=9), Player.white): 647055117537790819,
(Point(row=1, col=10), None): 6580632857085978264,
(Point(row=1, col=10), Player.black): 6659120627973877329,
(Point(row=1, col=10), Player.white): 6957515196384025093,
(Point(row=1, col=11), None): 9041661876709162103,
(Point(row=1, col=11), Player.black): 9191630649994762430,
(Point(row=1, col=11), Player.white): 7667317760915857375,
(Point(row=1, col=12), None): 1146547653441411500,
(Point(row=1, col=12), Player.black): 4291861776441109562,
(Point(row=1, col=12), Player.white): 5261049327471094678,
(Point(row=1, col=13), None): 2778587950653512497,
(Point(row=1, col=13), Player.black): 465534554861083261,
(Point(row=1, col=13), Player.white): 3865103907397000387,
(Point(row=1, col=14), None): 4402854031209572266,
(Point(row=1, col=14), Player.black): 2607843465059610177,
(Point(row=1, col=14), Player.white): 5449307550544736426,
(Point(row=1, col=15), None): 52
10BC8
05560982133491164,
(Point(row=1, col=15), Player.black): 1757319192084209670,
(Point(row=1, col=15), Player.white): 2204336175311806893,
(Point(row=1, col=16), None): 6377548462923823584,
(Point(row=1, col=16), Player.black): 5370945101679060223,
(Point(row=1, col=16), Player.white): 2750848819294718078,
(Point(row=1, col=17), None): 1922634541266613353,
(Point(row=1, col=17), Player.black): 3035185049417693555,
(Point(row=1, col=17), Player.white): 9116106208682090693,
(Point(row=1, col=18), None): 9132932969976328558,
(Point(row=1, col=18), Player.black): 9192639340869719841,
(Point(row=1, col=18), Player.white): 5306307051004961905,
(Point(row=1, col=19), None): 1273340342344806167,
(Point(row=1, col=19), Player.black): 4527122623697748155,
(Point(row=1, col=19), Player.white): 3428488706066419650,
(Point(row=2, col=1), None): 6449118728834868339,
(Point(row=2, col=1), Player.black): 1585640068930406174,
(Point(row=2, col=1), Player.white): 9134544091463577840,
(Point(row=2, col=2), None): 8328734357465609043,
(Point(row=2, col=2), Player.black): 3825472901644543968,
(Point(row=2, col=2), Player.white): 4331833334881670434,
(Point(row=2, col=3), None): 7939176487324947983,
(Point(row=2, col=3), Player.black): 8678508756355018553,
(Point(row=2, col=3), Player.white): 5235979586169535941,
(Point(row=2, col=4), None): 7263218545755892903,
(Point(row=2, col=4), Player.black): 4448713833350756341,
(Point(row=2, col=4), Player.white): 4465157666470120555,
(Point(row=2, col=5), None): 3239965565957128280,
(Point(row=2, col=5), Player.black): 4557763796869350033,
(Point(row=2, col=5), Player.white): 8842890046215258149,
(Point(row=2, col=6), None): 3769355537864191299,
(Point(row=2, col=6), Player.black): 6885240998881489694,
(Point(row=2, col=6), Player.white): 4415950635220041552,
(Point(row=2, col=7), None): 7621263210603790530,
(Point(row=2, col=7), Player.black): 7256234720016582174,
(Point(row=2, col=7), Player.white): 499138474184864094,
(Point(row=2, col=8), None): 5025506371434802894,
(Point(row=2, col=8), Player.black): 2778062765892278994,
(Point(row=2, col=8), Player.white): 3712877991078905475,
(Point(row=2, col=9), None): 840509165269696992,
(Point(row=2, col=9), Player.black): 8647746146718318171,
(Point(row=2, col=9), Player.white): 535387047113016018,
(Point(row=2, col=10), None): 8708635127468887087,
(Point(row=2, col=10), Player.black): 975639018856529464,
(Point(row=2, col=10), Player.white): 12436055714459141,
(Point(row=2, col=11), None): 8895395780204337051,
(Point(row=2, col=11), Player.black): 4412612752235080739,
(Point(row=2, col=11), Player.white): 3784840302641714006,
(Point(row=2, col=12), None): 577424424841274797,
(Point(row=2, col=12), Player.black): 4746030903634755766,
(Point(row=2, col=12), Player.white): 6316652347533303429,
(Point(row=2, col=13), None): 6441043060651851472,
(Point(row=2, col=13), Player.black): 8551628441633633049,
(Point(row=2, col=13), Player.white): 6158877703276773492,
(Point(row=2, col=14), None): 7740666914240334555,
(Point(row=2, col=14), Player.black): 6148556273867368376,
(Point(row=2, col=14), Player.white): 2671810666463534590,
(Point(row=2, col=15), None): 3756484191730342703,
(Point(row=2, col=15), Player.black): 3556222011996989557,
(Point(row=2, col=15), Player.white): 3861437304505402972,
(Point(row=2, col=16), None): 236496246506091899,
(Point(row=2, col=16), Player.black): 818014148096696419,
(Point(row=2, col=16), Player.white): 6468780300745379509,
(Point(row=2, col=17), None): 399155553254586720,
(Point(row=2, col=17), Player.black): 3702070310203979897,
(Point(row=2, col=17), Player.white): 593549611371714409,
(Point(row=2, col=18), None): 8767893947804512198,
(Point(row=2, col=18), Player.black): 5133383106902779321,
(Point(row=2, col=18), Player.white): 6828977111791572903,
(Point(row=2, col=19), None): 4592011223739099001,
(Point(row=2, col=19), Player.black): 7614885855104742178,
(Point(row=2, col=19), Player.white): 1065785641268353102,
(Point(row=3, col=1), None): 3214339223890817952,
(Point(row=3, col=1), Player.black): 1804735232890689478,
(Point(row=3, col=1), Player.white): 5530191433834147475,
(Point(row=3, col=2), None): 2459542802743141529,
(Point(row=3, col=2), Player.black): 7430710132699508883,
(Point(row=3, col=2), Player.white): 5227922030234559936,
(Point(row=3, col=3), None): 8310487749316464853,
(Point(row=3, col=3), Player.black): 6539250671230328204,
(Point(row=3, col=3), Player.white): 1636391802322895807,
(Point(row=3, col=4), None): 3201605223513475804,
(Point(row=3, col=4), Player.black): 4693922249704781826,
(Point(row=3, col=4), Player.white): 1779229419151637822,
(Point(row=3, col=5), None): 558201485475450064,
(Point(row=3, col=5), Player.black): 4865685331756308707,
(Point(row=3, col=5), Player.white): 7052208577881940555,
(Point(row=3, col=6), None): 4805567071864461468,
(Point(row=3, col=6), Player.black): 7559097505437019193,
(Point(row=3, col=6), Player.white): 4643844473324317561,
(Point(row=3, col=7), None): 1519687966931990918,
(Point(row=3, col=7), Player.black): 6786702668528296933,
(Point(row=3, col=7), Player.white): 3684977632621123172,
(Point(row=3, col=8), None): 2610234951903747791,
(Point(row=3, col=8), Player.black): 7104169818985152575,
(Point(row=3, col=8), Player.white): 4560982823209099388,
(Point(row=3, col=9), None): 159142264817205456,
(Point(row=3, col=9), Player.black): 781602136172868089,
(Point(row=3, col=9), Player.white): 5569741163936435548,
(Point(row=3, col=10), None): 9067722428313912262,
(Point(row=3, col=10), Player.black): 4723369690040452091,
(Point(row=3, col=10), Player.white): 6378019894347085307,
(Point(row=3, col=11), None): 460746804383889904,
(Point(row=3, col=11), Player.black): 8100714703851785038,
(Point(row=3, col=11), Player.white): 305499469080745306,
(Point(row=3, col=12), None): 5297676611173878612,
(Point(row=3, col=12), Player.black): 1927546534823338275,
(Point(row=3, col=12), Player.white): 896019098429197548,
(Point(row=3, col=13), None): 1286564752928684810,
(Point(row=3, col=13), Player.black): 3212624103038956378,
(Point(row=3, col=13), Player.white): 1020352911642252781,
(Point(row=3, col=14), None): 5449294960749378567,
(Point(row=3, col=14), Player.black): 1189228143402220965,
(Point(row=3, col=14), Player.white): 7591720174038768320,
(Point(row=3, col=15), None): 6931960571125079076,
(Point(row=3, col=15), Player.black): 1055891884634482278,
(Point(row=3, col=15), Player.white): 3800778189645971447,
(Point(row=3, col=16), None): 715891830713545573,
(Point(row=3, col=16), Player.black): 7852768451293332371,
(Point(row=3, col=16), Player.white): 5078429455126308573,
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