def play_round(self, players):
# moves: Nx(N-1) array
# where moves[i, j] is action of player i for player j
moves = Moves([p.play() for p in players])
for i, player in enumerate(players):
player.update_state(moves.opponent_moves(i))
scores = self.score_moves(moves)
return scores
def init(self,n_iter,n_components):
self.n_iter = n_iter
self.n_components = n_components
self.drawObj = Draw()
self.moveObj = Moves()
self.moveObj.init(n_components)
self.jp =None
self.jp_old =None
self.parameters = self.drawObj.sample_params(n_components)
def __init__(self, repetition):
from moves import Moves
self.repetition = repetition
Move.move_num = 0
self.current_move = None
self.moves = Moves([])
self.index = None
def __init__(self):
Moves.__init__(self)
self.p1 = Player('white', 'down')
self.p2 = Player('black', 'up')
self.p1.enemy = self.p2
self.p2.enemy = self.p1
self.turn = self.p1
def scramble(tempcube):
# assigning the colors to the array of zeroes
for i in range(6):
for j in range(3):
for k in range(3):
tempcube[i][j][k] = i + 1
# scrambling the array by turning random faces
for i in range(20):
face = random.randrange(0, 6)
Moves.turnFront(face, tempcube)
def collect():
key_file = open('keys.json')
key_data = json.load(key_file)
m = Moves(client_id=key_data["client_id"],
client_secret=key_data["client_secret"],
redirect_url=key_data["redirect_url"])
for (i, user) in enumerate(get_moves_db().find()):
if i != 0 and i % 10 == 0:
logging.info("Finished 10 users, sleeping for two minutes...")
sleep(2 * 60)
access_token = user['access_token']
if access_token == "Ignore_me":
logging.info("Found entry to ignore for user %s" % user)
continue
logging.info("%s: Getting data for user %s with token %s" %
(datetime.now(), user['our_uuid'], user['access_token']))
user_uuid = user['our_uuid']
# logging.debug(user_uuid)
profile = m.get_profile(token=access_token)
# logging.debug(profile)
tzStr = getTimezone(profile)
tz = pytz.timezone(tzStr)
# So the documentation both here:
# http://www.enricozini.org/2009/debian/using-python-datetime/
# and here:
# http://pytz.sourceforge.net/
# says that we should use utcnow() because now() is not reliable.
# unfortunately, using utcnow() on my desktop, where the timezone is set, causes the localized time to be wrong
# now() works
# testing with now() on the server as well
# now() didn't work on the server either
# in fact, pytz localize() (i.e. tz.localize(datetime.now()) seems broken
# fortunately, astimezone() seems to work, so we are using it here
dateFormat = "%Y-%m-%d"
# endPoint = "user/storyline/daily/%s?trackPoints=true" % ('20140303')
endPoint_today = "user/storyline/daily/%s?trackPoints=true" % (
datetime.now(pytz.utc).astimezone(tz).strftime(dateFormat))
endPoint_yesterday = "user/storyline/daily/%s?trackPoints=true" % (
(datetime.now(pytz.utc).astimezone(tz) -
timedelta(1)).strftime(dateFormat))
result_today = m.get(token=access_token, endpoint=endPoint_today)
result_yesterday = m.get(token=access_token,
endpoint=endPoint_yesterday)
logging.debug("result_today.type = %s, result_yesterday = %s" %
(type(result_today), type(result_yesterday)))
# logging.debug(json.dumps(result_yesterday))
# result=result_today+result_yesterday
processResult(user_uuid, result_today)
processResult(user_uuid, result_yesterday)
def test_acceptmove(self):
move = Moves()
move.acceptMove({'top': 'l', 'player': 1})
self.assertEqual(move.state['top'], {'l': 1, 'm':0, 'r':0})
self.assertRaises(InputError, move.acceptMove, {'top': 'l', 'player': 2})
move.acceptMove({'mid': 'm', 'player': 2})
self.assertEqual(move.state['mid'], {'l': 0, 'm':2, 'r':0})
move.acceptMove({'bot': 'r', 'player': 2})
self.assertEqual(move.state['bot'], {'l': 0, 'm':0, 'r':2})
move.acceptMove({'bot': 'm', 'player': 1})
self.assertEqual(move.state['bot'], {'l': 0, 'm':1, 'r':2})
def __init__(self, white=coords.white, black=coords.black):
self.black = Board_objects(black)
self.white = Board_objects(white)
self.turn = "black"
self.moves = Moves()
self.check = False
self.checkmate = False
self.check_pieces = []
self.safe_moves = {}
self.check_moves = {}
self.possible_check = False
self.__init_move()
def check_for_valid_movement(self):
invalid = []
valid = []
for m in self.all_moves:
c1 = m.cof.cm.have_cm # has a counter movement
c2 = m.target_reach # target reach
if c1 and c2:
valid.append(m)
else:
print('INVALID --- ', 'c1:', c1, 'c2 ', c2)
invalid.append(m)
self.valid_moves = Moves(valid)
self.invalid_moves = Moves(invalid)
def next_move(self, move_list, game):
player_pos = game.player.pos
move_prob = []
for i in range(game.grid.size[0]):
node_list = []
start = a.node((player_pos[0], player_pos[1], a.nodeState.START))
start.boundary = True
final = a.node((i, 0, a.nodeState.FINAL))
final.f = math.inf
node_list.append(start)
node_list.append(final)
y = game.barrier.h
for x in game.barrier.get_wall_x(game.grid.size):
n = a.node((x, y, a.nodeState.WALL, 1))
node_list.append(n)
path = a.astar(node_list, start, final, game.grid.size)
if path:
while path.father and path.father.state[2] != a.nodeState.START:
path = path.father
if path is not None:
player_next_pos = list(path.get_pos())
player_last_pos = list(player_pos)
trans = [
player_next_pos[0] - player_last_pos[0],
player_next_pos[1] - player_last_pos[1]
]
move = Moves.from_translation(tuple(trans))
if move in move_list:
move_prob.append(move)
s = [0, 0]
for move in move_prob:
print(move)
t = list(move.translation())
s[0] += t[0]
s[1] += t[1]
if s[0] > 0:
s[0] = 1
elif s[0] < 0:
s[0] = -1
if s[1] > 0:
s[1] = 1
elif s[1] < 0:
s[1] = -1
print(s)
return Moves.from_translation(tuple(s))
def test_showavailmoves(self):
move = Moves()
self.assertEqual(move.showAvailMoves(), {'topRow':['l','m','r'],
'midRow':['l','m','r'],
'botRow':['l','m','r']})
move.acceptMove({'mid': 'm', 'player': 2})
self.assertEqual(move.showAvailMoves()['midRow'], ['l','r'])
move.acceptMove({'mid': 'l', 'player': 1})
move.acceptMove({'mid': 'r', 'player': 2})
self.assertEqual(move.showAvailMoves()['midRow'], [])
def collect():
key_file = open('keys.json')
key_data = json.load(key_file)
m = Moves(client_id = key_data["client_id"],
client_secret = key_data["client_secret"],
redirect_url = key_data["redirect_url"])
for (i, user) in enumerate(get_moves_db().find()):
if i != 0 and i % 10 == 0:
logging.info("Finished 10 users, sleeping for two minutes...")
sleep(2 * 60)
access_token = user['access_token']
if access_token == "Ignore_me":
logging.info("Found entry to ignore for user %s" % user)
continue
logging.info("%s: Getting data for user %s with token %s" % (datetime.now(), user['our_uuid'], user['access_token']))
user_uuid=user['our_uuid']
# logging.debug(user_uuid)
profile = m.get_profile(token = access_token)
# logging.debug(profile)
tzStr = getTimezone(profile)
tz = pytz.timezone(tzStr)
# So the documentation both here:
# http://www.enricozini.org/2009/debian/using-python-datetime/
# and here:
# http://pytz.sourceforge.net/
# says that we should use utcnow() because now() is not reliable.
# unfortunately, using utcnow() on my desktop, where the timezone is set, causes the localized time to be wrong
# now() works
# testing with now() on the server as well
# now() didn't work on the server either
# in fact, pytz localize() (i.e. tz.localize(datetime.now()) seems broken
# fortunately, astimezone() seems to work, so we are using it here
dateFormat = "%Y-%m-%d"
# endPoint = "user/storyline/daily/%s?trackPoints=true" % ('20140303')
endPoint_today = "user/storyline/daily/%s?trackPoints=true" % (datetime.now(pytz.utc).astimezone(tz).strftime(dateFormat))
endPoint_yesterday="user/storyline/daily/%s?trackPoints=true" % ((datetime.now(pytz.utc).astimezone(tz)-timedelta(1)).strftime(dateFormat))
result_today = m.get(token=access_token, endpoint = endPoint_today)
result_yesterday=m.get(token=access_token, endpoint = endPoint_yesterday)
logging.debug("result_today.type = %s, result_yesterday = %s" % (type(result_today), type(result_yesterday)))
# logging.debug(json.dumps(result_yesterday))
# result=result_today+result_yesterday
processResult(user_uuid, result_today)
processResult(user_uuid, result_yesterday)
def clicked(self, block, event):
if event.button() == Qt.MouseButton.LeftButton:
if block.getPosition() not in self.maxMoves:
if self.BLACK_TURN:
if "black" not in block.getKey():
self.showPopUp("It's black turn.")
return
else:
if "white" not in block.getKey():
self.showPopUp("It's white turn.")
return
self.maxMoves = []
if not block.haveActivated():
for value in self.blocks.values():
value.setActivated(False)
if block.haveOccupied():
block.setActivated(True)
self.readyToMove = block
self.maxMoves = Moves(block, self.blocks).canRoamTo()
if self.maxMoves is None:
self.maxMoves = []
self.removeMovable()
self.printMovable(self.maxMoves)
else:
block.setActivated(False)
else:
self.maxMoves = []
self.setValues(block, block.getPosition(), self.readyToMove.getKey())
self.setValues(self.readyToMove, self.readyToMove.getPosition(), None)
self.readyToMove = None
self.removeMovable()
self.BLACK_TURN = not self.BLACK_TURN
def split_moves_by_side(self, limit, use_droplet=True):
"""creates individual moves in three categories. Left moves, right moves, both sides moves (all_moves)
----
:param use_droplet: for adult, use False
:type: bool"""
moves = Moves.from_repetition(self.rep, limit)
# print("len drops", len(self.droplets))
if use_droplet:
left_moves = LeftMoves.from_list_of_moves(moves,
droplets=self.droplets)
right_moves = RightMoves.from_list_of_moves(moves,
droplets=self.droplets)
else:
left_moves = LeftMoves.from_list_of_moves(moves)
right_moves = RightMoves.from_list_of_moves(moves)
#
# self.left_moves = left_moves
# self.right_moves = right_moves
# print(left_moves.list_id, right_moves.list_id)
left_moves.flip_moves()
right_moves.flip_angle()
self.all_moves = AllMoves.from_list_of_moves(left_moves, right_moves)
self.num_moves = len(self.all_moves)
self.all_moves.selection_sort(
) # self.left_moves.selection_sort() # self.right_moves.selection_sort()
def randomize(self, steps=15):
backward = None
while steps > 0:
moves = self.get_allowed_moves()
if backward is not None:
moves.remove(Moves(backward.value * -1))
self._move(random.choice(moves))
steps = steps - 1
def initGUI(self):
self.whiteTurn = True
self.maxDepth = 3
self.moves = Moves()
self.board = Board()
self.principalVariation = PrincipalVariation(self.moves,
self.playerIsWhite,
self.maxDepth)
self.board.initChess(self.moves, self.playerIsWhite, gui=True)
self.x_axisMap = {
0: "A",
1: "B",
2: "C",
3: "D",
4: "E",
5: "F",
6: "G",
7: "H"
}
self.highlightedPosition = []
#restore GUI data field to its initial state
self.selectedPiece = None
self.allLegalMoves = None
self.canvas = None
self.chessBoard = None
#uncomment this
# self.player_vs_player=False
# self.player_vs_AI=False
self.master.title("ChessAI")
##Initalise pieces' images
#initialise white pieces' images
self.pieceImage["whiteKing"] = ImageTk.PhotoImage(
file="pieceImage/whiteKing.png", width=32, height=32)
self.pieceImage["whiteQueen"] = ImageTk.PhotoImage(
file="pieceImage/whiteQueen.png", width=32, height=32)
self.pieceImage["whiteBishop"] = ImageTk.PhotoImage(
file="pieceImage/whiteBishop.png", width=32, height=32)
self.pieceImage["whiteKnight"] = ImageTk.PhotoImage(
file="pieceImage/whiteKnight.png", width=32, height=32)
self.pieceImage["whiteRook"] = ImageTk.PhotoImage(
file="pieceImage/whiteRook.png", width=32, height=32)
self.pieceImage["whitePawn"] = ImageTk.PhotoImage(
file="pieceImage/whitePawn.png", width=32, height=32)
#initialise black pieces' images
self.pieceImage["blackKing"] = ImageTk.PhotoImage(
file="pieceImage/blackKing.png", width=32, height=32)
self.pieceImage["blackQueen"] = ImageTk.PhotoImage(
file="pieceImage/blackQueen.png", width=32, height=32)
self.pieceImage["blackBishop"] = ImageTk.PhotoImage(
file="pieceImage/blackBishop.png", width=32, height=32)
self.pieceImage["blackKnight"] = ImageTk.PhotoImage(
file="pieceImage/blackKnight.png", width=32, height=32)
self.pieceImage["blackRook"] = ImageTk.PhotoImage(
file="pieceImage/blackRook.png", width=32, height=32)
self.pieceImage["blackPawn"] = ImageTk.PhotoImage(
file="pieceImage/blackPawn.png", width=32, height=32)
def __init__(self,
_players,
describe_att_name=None,
dtype_att=[
"COF", "COM", "C7", "angle_lower", "angle_trunk", "phase"
]):
"""Allows to calculate the mean of a move_id or mean_arr of a group of player
:parameter _players: an Instance of Players
:parameter move_id: the id of the move to look at
:parameter dtype_att: the data instance from maindata to look att
:parameter mean_att: all the instance of MeanMove to consider if move_id is None
:type _players: Players
:type move_id: int
:type dtype_att: list
:type mean_att: list
"""
self._players = deepcopy(_players)
self._players.equalise_length(mode='min')
# TODO is taking the id 0 robust? need change?
self.num_move_per_player = len(_players[0].__dict__[describe_att_name])
self.dtype_att = dtype_att
self.describe_att_name = describe_att_name
self.lst_moves = deepcopy(
list(range(0, len(_players[0].__dict__[self.describe_att_name]))))
# self.lst_moves = self.get_lst_move()
# print("players list moves", self.lst_moves)
self._mean = None # mean de tous les moves pour tous les joueurs pour le move_id
self._std = None # mean de tous les moves pour tous les joueurs pour le move_id
self.moves_mean = Moves([])
self.moves_std = Moves([])
self.add_moves_describe(self.lst_moves)
# mean de tous les joueurs pour le move_id
# std de tous les joueurs pour le move_id
self._mean_drop_end_time = None
self._mean_drop_end_time = self.mean_drop_end
self._std_drop_end_time = None
self._std_drop_end_time = self.std_drop_end
def movesCallback(code, state, our_uuid):
logging.debug('code: '+ code + ' state: '+ state + 'user: '******'state = %s with length %d' % (state, len(state)))
if (len(state) == 0):
# This is from iOS, we use the custom redirect URL
redirectUrl = ios_redirect_url
else:
# This is from android, so we use the HTTPS one
redirectUrl = https_redirect_url
m = Moves(client_id = client_id,
client_secret = client_secret,
redirect_url = redirectUrl)
token = m.auth(request_token = code)
logging.debug("token = %s" % token)
moves_access_info = m.access_json
logging.debug("Response from moves = %s" % moves_access_info)
# We got a good response from moves.
# Now we generate a uuid
saveAccessToken(moves_access_info, our_uuid)
def get_potential_games(game):
futures = []
presenter = GamePresenter(game)
for x, y in Moves(game).get_empty_positions():
log("---- generating futures -----")
log(presenter.dump_board_state())
log("active player %s" % presenter.active_symbol())
future = GameAIPresenter(game.clone())
future.move(x, y, future.active_symbol())
log("future board state is:")
log(presenter.dump_board_state())
log("future active player is: %s" % presenter.active_symbol())
futures.append(((x, y), future))
return futures
def movesCallback(code, state, our_uuid):
logging.debug('code: ' + code + ' state: ' + state + 'user: '******'state = %s with length %d' % (state, len(state)))
if (len(state) == 0):
# This is from iOS, we use the custom redirect URL
redirectUrl = ios_redirect_url
else:
# This is from android, so we use the HTTPS one
redirectUrl = https_redirect_url
m = Moves(client_id=client_id,
client_secret=client_secret,
redirect_url=redirectUrl)
token = m.auth(request_token=code)
logging.debug("token = %s" % token)
moves_access_info = m.access_json
logging.debug("Response from moves = %s" % moves_access_info)
# We got a good response from moves.
# Now we generate a uuid
saveAccessToken(moves_access_info, our_uuid)
class Sweep:
def init(self,n_iter,n_components):
self.n_iter = n_iter
self.n_components = n_components
self.drawObj = Draw()
self.moveObj = Moves()
self.moveObj.init(n_components)
self.jp =None
self.jp_old =None
self.parameters = self.drawObj.sample_params(n_components)
def main(self):
print('main code goes here')
jp = self.joint_proba()
self.accept_reject()
self.moves()
return jp
def joint_proba(self):
alpha,K, A,Z,sigma,y = self.parameters
jp = np.zeros(Z.shape)
print('self', self.n_components)
for t in range(self.n_components):
jp[t,:]=alpha[t]*K[t]*A[t,t]*Z[t,:]*sigma[t]*y[t] # confirm how to choose Z values
print('sum', jp,np.sum(jp, axis=1))
return jp
def moves(self):
print('moves here')
move = self.moveObj
move.update_A(1,2)
move.update_sigma()
#move.update_Z()
#move.update_alpha()
#move.split_comb()
#move.birth_death()
def accept_reject(self):
print('accept reject here')
def rateAttack(self, playerKing, playerQueen, playerBishop, playerKnight,
playerRook, playerPawn, opponentKing, opponentQueen,
opponentBishop, opponentKnight, opponentRook, opponentPawn):
Moves = self.Moves
counter = 0
kingPosition = None
underAttack = Moves.whiteKing_illegalMoves(
playerKing, playerQueen, playerBishop, playerKnight, playerRook,
playerPawn, opponentKing, opponentQueen, opponentBishop,
opponentKnight, opponentRook, opponentPawn)
for i in range(64):
#we check if our piece at this position is under attack by placing our king at this position
#if our king is under attack, playerPawn at this position is also under attack
if ((playerPawn >> i) & 1 == 1):
kingPosition = (1 << i)
if (underAttack & kingPosition != 0):
counter = counter - 64
#if our king is under attack, playerRook at this position is also under attack
elif ((playerRook >> i) & 1 == 1):
kingPosition = (1 << i)
if (underAttack & kingPosition != 0):
counter = counter - 500
#if our king is under attack, playerKnight at this position is also under attack
elif ((playerKnight >> i) & 1 == 1):
kingPosition = (1 << i)
if (underAttack & kingPosition != 0):
counter = counter - 300
#if our king is under attack, playerBishop at this position is also under attack
elif ((playerBishop >> i) & 1 == 1):
kingPosition = (1 << i)
if (underAttack & kingPosition != 0):
counter = counter - 300
#if our king is under attack, playerQueen at this position is also under attack
elif ((playerQueen >> i) & 1 == 1):
kingPosition = (1 << i)
if (underAttack & kingPosition != 0):
counter = counter - 900
kingPosition = playerKing
if (underAttack & kingPosition != 0):
counter = counter - 2000
#our piece under attack is less important than our piece actually being captured by opponent, so we divide it by 2
return counter / 2
def rateMoveability(self, playerKing, playerQueen, playerBishop,
playerKnight, playerRook, playerPawn, opponentKing,
opponentQueen, opponentBishop, opponentKnight,
opponentRook, opponentPawn, depth, material,
numOfPossibleMoves):
Moves = self.Moves
counter = 0
#5 points for each valid move
counter = counter + (numOfPossibleMoves * 5)
#either checkmate or stalemate
#stalemate means no square to move to, except for squares that will get king into checked
if (numOfPossibleMoves == 0):
#if king currently in checked and no place to move to, checkmate
if (playerKing & Moves.whiteKing_illegalMoves(
playerKing, playerQueen, playerBishop, playerKnight,
playerRook, playerPawn, opponentKing, opponentQueen,
opponentBishop, opponentKnight, opponentRook, opponentPawn)
!= 0):
counter = counter + (-200000 * depth)
#if king currently is not in checked and no place to move to, stalemate
else:
counter = counter + (-150000 * depth)
return counter
def play_two_groups(self, graphs1, graphs2, n_rounds=20):
players1 = [Player(graph, len(graphs2)) for graph in graphs1]
players2 = [Player(graph, len(graphs1)) for graph in graphs2]
total_scores = None
for r in range(n_rounds):
moves1 = Moves([p.play() for p in players1])
moves2 = Moves([p.play() for p in players2])
for i, player in enumerate(players1):
player.update_state(
moves2.opponent_moves(i, exclude_self=False))
for i, player in enumerate(players2):
player.update_state(
moves1.opponent_moves(i, exclude_self=False))
scores = self.score_moves(moves1, moves2)
if total_scores is None:
total_scores = scores
else:
total_scores += scores
return total_scores
import random
import torch
from game import Game
from agent import RLAgent
from moves import Moves
game = Game()
agent = RLAgent()
moves = Moves()
num_win = 0 #initialize no. of win by human
num_lose = 0 #initialize no. of win by ai but loss by human
num_tie = 0
random.seed(1000)
def check_board_and_may_update_state_values():
global num_win, num_lose, num_tie
win_or_tie = True
if game.who_wins() == -1: #human win
print("YOU WIN!!")
agent.update_state_values(0)
num_win += 1
elif game.who_wins() == 1: #ai win
print("YOU LOSE!!")
agent.update_state_values(1)
class Splitter(object):
"""cette classe gère la séparation des données. Permet de feeder une
séquence de choplo et export les moves en list."""
def __init__(self, repetition):
from moves import Moves
self.repetition = repetition
Move.move_num = 0
self.current_move = None
self.moves = Moves([])
self.index = None
def create_moves(self):
self.index = 1
while self.index < len(self.repetition):
drop_last = self.repetition.splitter_info.drop_in[self.index - 1]
vasque_last = self.repetition.splitter_info.vasque_start[self.index - 1] # could be useful someday
drop_current = self.repetition.splitter_info.drop_in[self.index]
vasque_current = self.repetition.splitter_info.vasque_start[self.index] # could be useful someday
self.on_event(drop_current, vasque_current, drop_last, vasque_last)
self.index += 1
self.save_move() # essential to save the last move
def on_event(self, drop_current, vasque_current, drop_last, vasque_last):
"""Permet d'eviter de rentrer dans les conditions a chaque index, si none.. rien ne se passe """
if drop_last == 0 and drop_current == 1:
self.drop_in()
elif drop_last == 1 and drop_current == 0:
self.drop_end()
if vasque_last==0 and vasque_current==1:
self.vasque_in()
elif vasque_last==1 and vasque_current==0:
self.vasque_out()
def drop_in(self):
if self.current_move is not None:
self.save_move()
self.initialise_move()
def drop_end(self):
# print("Drop end")
# print(self.current_move.start_index - self.index, abs(self.current_move.start_index - self.index))
self.current_move.drop_end = abs(self.current_move.drop_in_index - self.index)
def vasque_in(self):
if self.current_move is not None:
if self.current_move.vasque_in is not None:
self.current_move.vasque_in = abs(self.current_move.drop_in_index - self.index)
def vasque_out(self):
if self.current_move is not None:
if self.current_move.vasque_in is not None:
self.current_move.vasque_out = abs(self.current_move.drop_in_index - self.index)
def initialise_move(self):
self.current_move = Move()
self.current_move.drop_in_index = self.index
def save_move(self):
self.current_move.end_idx = self.index - 1
self.current_move.set_data_from_splitter(copy(self.repetition))
# print(self.current_move.drop_end)
self.moves.append(copy(self.current_move))
def get_moves(self, limit):
return self.moves.list_of_moves[:limit]
def __init__(self, x, y, dx, dy, screenRect, v = 25):
Moves.__init__(self,x,y,dx,dy,screenRect,v)
self.drawImage(self.image)
def __init__(self,
name: str,
level: int = 1,
moveset: list = [],
evolves_from: object = None):
self.pokemon = client.get_pokemon(name)
self.name = self.pokemon.name.capitalize()
self.evolves_from = evolves_from
self.species = client.get_pokemon_species(self.pokemon.id)
self.level = level if not evolves_from else evolves_from.level
self.held_item = None if not evolves_from else evolves_from.held_item
self.used_item = None
# experience needed per level
self.growth = client.get_growth_rate(
self.species.growth_rate.name).levels
# sets levels by increasing order
self.growth.reverse()
# sets inner exp
self._exp = self.growth[
self.level -
1].experience if not self.evolves_from else self.evolves_from._exp
self.state = 'Awake' if not evolves_from else evolves_from.state
self.nature = client.get_nature(random.choice(range(
1, 26))) if not evolves_from else evolves_from.nature
self.evolution_chain = client.get_evolution_chain(
self.species.evolution_chain.url.split('/')
[-2]).chain if not evolves_from else evolves_from.evolution_chain
# chain of evolution with requirements based on item, level or condition
self.evolves_to = self.get_evolution(self.evolution_chain)
# adds moves to the moveset
self.moveset = Moves(
self, moveset if not evolves_from else evolves_from.moveset)
# gets type effectiveness against self
self.type_defense = type_defense(name=self.pokemon.name, debug=False)
for stat in self.pokemon.stats:
# gets the name of each stat
param = eval('stat.stat.name')
# if is evolution, iv is the same as pre-evolution randomly chooses an IV
iv = getattr(self.evolves_from,
param)['iv'] if self.evolves_from else random.randint(
0, 16)
# checks nature modifiers
nature_mod = (1.1 if param == self.nature.increased_stat.name else
1) if hasattr(self.nature.increased_stat,
name) else 1
nature_mod = (0.9 if param == self.nature.increased_stat.name else
1) if hasattr(self.nature.increased_stat,
name) else 1
# creates a dictionary with all parameters
obj = eval(
"dict([('base', stat.base_stat), ('effort', stat.effort), ('iv', iv), ('nature', nature_mod), ('current', stat.base_stat), ('max', stat.base_stat)])"
)
# sets dict for every attribute
setattr(self, param, obj)
# sets the current stat for very attribte based on level
self.map_by_level(param)
# if self.species.has_gender_differences:
#misc attributes
self.gender = (
'Male' if self.attack['iv'] > self.species.gender_rate else
'Female') if not self.evolves_from else evolves_from.gender
self.color = self.species.color.name
self.base_happiness = self.species.base_happiness
self.capture_rate = self.species.capture_rate
self.shape = self.species.shape.name
self.is_baby = self.species.is_baby
self.height = self.pokemon.height
self.weight = self.pokemon.weight
self.attack_order = self.pokemon.order
self.abilities = self.pokemon.abilities
from moves import Moves
import csv
# create instance
moves = Moves()
print('Querying API for move information...')
moves.GetAllMoves()
print('Finished getting move information')
print('Writing file...')
with open('move_database.csv', 'w', newline='') as moveDB:
writer = csv.writer(moveDB,
delimiter=',',
quotechar='"',
quoting=csv.QUOTE_MINIMAL)
headers = [
'Name', 'Description', 'Type', 'Category', 'Power', 'Accuracy', 'PP'
]
writer.writerow(headers)
for move in moves.moves:
# get each piece of information
name = move.name
description = move.description
moveType = move.type
category = move.category
power = move.power
accuracy = move.accuracy
pp = move.pp
def __init__(self, screenRect):
print "MADE PLAYER"
Moves.__init__(self,175, 550,0,0,screenRect,40)
self.rect.topleft = 175,550
pygame.draw.circle(self.image, self.color, (self.width/2,self.height/2),12, 0)
def go(self):
mv = Moves()
movelist = []
y = 0
for line in self.board:
x = 0
for square in line:
if square=="P":
mlist = mv.pawn(x,y)
mlist2 = filter(lambda xy: not self.board[xy[1]][xy[0]].isupper(),mlist)
for x2, y2 in mlist2:
if util.isThisMoveLegal(copy.deepcopy(self.board),(square.upper(),x,x2,y,y2)):
usimove = util.rawtousi(square.lower(),x,x2,y,y2,self.sente)
if y2 < 3:
usimove += "+"
#usimove = util.rawtousi(square.lower(),x,x2,y,y2)
movelist.append(usimove)
#print(usimove)
#print("pawn at {}{} can move to {}{}".format(x+1,y+1,x2+1,y2+1))
elif square=="L":
mlist = mv.lance(x,y)
mlist2 = []
for lx,ly in mlist:
if self.board[ly][lx]=="":
mlist2.append((lx,ly))
elif self.board[ly][lx].isupper():
break
else:
mlist2.append((lx,ly))
break
for x2, y2 in mlist2:
if util.isThisMoveLegal(copy.deepcopy(self.board),(square.upper(),x,x2,y,y2)):
usimove = util.rawtousi(square.lower(),x,x2,y,y2,self.sente)
if y2 < 3:
usimove += "+"
#usimove = util.rawtousi(square.lower(),x,x2,y,y2)
movelist.append(usimove)
#print(usimove)
#print("lance at {}{} can move to {}{}".format(x+1,y+1,x2+1,y2+1))
elif square=="N":
mlist = mv.knight(x,y)
mlist2 = filter(lambda xy: not self.board[xy[1]][xy[0]].isupper(),mlist)
for x2, y2 in mlist2:
if util.isThisMoveLegal(copy.deepcopy(self.board),(square.upper(),x,x2,y,y2)):
usimove = util.rawtousi(square.lower(),x,x2,y,y2,self.sente)
if y2 < 3:
usimove += "+"
#usimove = util.rawtousi(square.lower(),x,x2,y,y2)
movelist.append(usimove)
#print(usimove)
#print("knight at {}{} can move to {}{}".format(x+1,y+1,x2+1,y2+1))
elif square=="S":
mlist = mv.silver(x,y)
mlist2 = filter(lambda xy: not self.board[xy[1]][xy[0]].isupper(),mlist)
for x2, y2 in mlist2:
if util.isThisMoveLegal(copy.deepcopy(self.board),(square.upper(),x,x2,y,y2)):
usimove = util.rawtousi(square.lower(),x,x2,y,y2,self.sente)
if y2 < 3:
usimove += "+"
#usimove = util.rawtousi(square.lower(),x,x2,y,y2)
movelist.append(usimove)
#print(usimove)
#print("silver at {}{} can move to {}{}".format(x+1,y+1,x2+1,y2+1))
elif square=="G":
mlist = mv.gold(x,y)
mlist2 = filter(lambda xy: not self.board[xy[1]][xy[0]].isupper(),mlist)
for x2, y2 in mlist2:
if util.isThisMoveLegal(copy.deepcopy(self.board),(square.upper(),x,x2,y,y2)):
usimove = util.rawtousi(square.lower(),x,x2,y,y2,self.sente)
#usimove = util.rawtousi(square.lower(),x,x2,y,y2)
movelist.append(usimove)
#print(usimove)
#print("gold at {}{} can move to {}{}".format(x+1,y+1,x2+1,y2+1))
elif square=="K":
mlist = mv.king(x,y)
mlist2 = filter(lambda xy: not self.board[xy[1]][xy[0]].isupper(),mlist)
for x2, y2 in mlist2:
if util.isThisMoveLegal(copy.deepcopy(self.board),(square.upper(),x,x2,y,y2)):
usimove = util.rawtousi(square.lower(),x,x2,y,y2,self.sente)
#usimove = util.rawtousi(square.lower(),x,x2,y,y2)
movelist.append(usimove)
#print(usimove)
#print("king at {}{} can move to {}{}".format(x+1,y+1,x2+1,y2+1))
elif square=="R":
mlist = mv.rook(x,y)
mlist2 = []
#print(mlist)
for mlpart in mlist[:4]:
for lx,ly in mlpart:
if self.board[ly][lx]=="":
mlist2.append((lx,ly))
elif self.board[ly][lx].isupper():
break
else:
mlist2.append((lx,ly))
break
for x2, y2 in mlist2:
if util.isThisMoveLegal(copy.deepcopy(self.board),(square.upper(),x,x2,y,y2)):
usimove = util.rawtousi(square.lower(),x,x2,y,y2,self.sente)
if y2 < 3:
usimove += "+"
#usimove = util.rawtousi(square.lower(),x,x2,y,y2)
movelist.append(usimove)
#print(usimove)
#print("rook at {}{} can move to {}{}".format(x+1,y+1,x2+1,y2+1))
elif square=="B":
mlist = mv.bishop(x,y)
mlist2 = []
#print(mlist)
for mlpart in mlist[:4]:
for lx,ly in mlpart:
if self.board[ly][lx]=="":
mlist2.append((lx,ly))
elif self.board[ly][lx].isupper():
break
else:
mlist2.append((lx,ly))
break
for x2, y2 in mlist2:
if util.isThisMoveLegal(copy.deepcopy(self.board),(square.upper(),x,x2,y,y2)):
usimove = util.rawtousi(square.lower(),x,x2,y,y2,self.sente)
if y2 < 3:
usimove += "+"
#usimove = util.rawtousi(square.lower(),x,x2,y,y2)
movelist.append(usimove)
#print(usimove)
#print("bishop at {}{} can move to {}{}".format(x+1,y+1,x2+1,y2+1))
elif square=="+P" or square=="+L" or square=="+N" or square=="+S":
mlist = mv.gold(x,y)
mlist2 = filter(lambda xy: not self.board[xy[1]][xy[0]].isupper(),mlist)
for x2, y2 in mlist2:
if util.isThisMoveLegal(copy.deepcopy(self.board),(square.upper(),x,x2,y,y2)):
usimove = util.rawtousi(square.lower(),x,x2,y,y2,self.sente)
#usimove = util.rawtousi(square.lower(),x,x2,y,y2)
movelist.append(usimove)
#print(usimove)
#print("narikin at {}{} can move to {}{}".format(x+1,y+1,x2+1,y2+1))
elif square=="+R":
mlist = mv.rook(x,y,dragon=True)
mlist2 = []
for mlpart in mlist[:4]:
for lx,ly in mlpart:
if self.board[ly][lx]=="":
mlist2.append((lx,ly))
elif self.board[ly][lx].isupper():
break
else:
mlist2.append((lx,ly))
break
for lx,ly in mlist[4]:
mlist2.append((lx,ly))
for x2, y2 in mlist2:
if util.isThisMoveLegal(copy.deepcopy(self.board),(square.upper(),x,x2,y,y2)):
usimove = util.rawtousi(square.lower(),x,x2,y,y2,self.sente)
#usimove = util.rawtousi(square.lower(),x,x2,y,y2)
movelist.append(usimove)
#print(usimove)
#print("dragon at {}{} can move to {}{}".format(x+1,y+1,x2+1,y2+1))
elif square=="+B":
mlist = mv.bishop(x,y,horse=True)
mlist2 = []
for mlpart in mlist[:4]:
for lx,ly in mlpart:
if self.board[ly][lx]=="":
mlist2.append((lx,ly))
elif self.board[ly][lx].isupper():
break
else:
mlist2.append((lx,ly))
break
for lx,ly in mlist[4]:
mlist2.append((lx,ly))
for x2, y2 in mlist2:
if util.isThisMoveLegal(copy.deepcopy(self.board),(square.upper(),x,x2,y,y2)):
usimove = util.rawtousi(square.lower(),x,x2,y,y2,self.sente)
#usimove = util.rawtousi(square.lower(),x,x2,y,y2)
movelist.append(usimove)
#print(usimove)
#print("horse at {}{} can move to {}{}".format(x+1,y+1,x2+1,y2+1))
x += 1
y += 1
sfeny = ["a","b","c","d","e","f","g","h","i"]
for koma in self.komadai:
for tempy in range(9):
for tempx in range(9):
if self.board[tempy][tempx]=="":
if self.sente:
usimove = "{}*{}{}".format(koma.upper(),tempx+1,sfeny[tempy])
else:
usimove = "{}*{}{}".format(koma.upper(),9-tempx,sfeny[8-tempy])
if util.isThisDropLegal(copy.deepcopy(self.board),(koma.upper(),tempx,tempy)):
movelist.append(usimove)
print(movelist)
#time.sleep(5)
if util.isCheck(self.board,"opponent"):
ismate = util.isMate(copy.deepcopy(self.board),movelist,self.sente)
if ismate[0]:
print("bestmove {}".format("resign"))
return
else:
movelist = ismate[1]
bm = random.choice(movelist)
print("bestmove {}".format(bm))
return
scoredmovelist=[]
nodes = 0
for usimove in movelist:
calcboard = copy.deepcopy(self.board)
calckmd = copy.deepcopy(self.komadai)
if usimove[1]=="*":
piece = usimove[0]
calckmd.remove(piece.lower())
if self.sente:
calcboard[self.SFD[usimove[3]]][int(usimove[2])-1] = piece
else:
calcboard[8-self.SFD[usimove[3]]][9-int(usimove[2])] = piece
else:
if self.sente:
piece = calcboard[self.SFD[usimove[1]]][int(usimove[0])-1]
if usimove[-1]=="+":
piece = "+"+piece
if calcboard[self.SFD[usimove[3]]][int(usimove[2])-1].islower():
calckmd.append(calcboard[self.SFD[usimove[3]]][int(usimove[2])-1][-1].lower())
calcboard[self.SFD[usimove[3]]][int(usimove[2])-1] = piece
calcboard[self.SFD[usimove[1]]][int(usimove[0])-1] = ""
else:
piece = calcboard[8-self.SFD[usimove[1]]][9-int(usimove[0])]
if usimove[-1]=="+":
piece = "+"+piece
if calcboard[8-self.SFD[usimove[3]]][9-int(usimove[2])].islower():
calckmd.append(calcboard[8-self.SFD[usimove[3]]][9-int(usimove[2])][-1].lower())
calcboard[8-self.SFD[usimove[3]]][9-int(usimove[2])] = piece
calcboard[8-self.SFD[usimove[1]]][9-int(usimove[0])] = ""
#okomadai = evaluation.getokomadai(calcboard,calckmd)
#score = evaluation.evaluation(calcboard,calckmd,self.okomadai,mv,turn="opponent")
score = tansaku.minimax(calcboard,calckmd,self.okomadai,mv,2,1,self.sente)
nodes += 1
print("info time 1 depth 1 nodes {} score cp {} pv {}".format(nodes,score,usimove))
scoredmovelist.append((usimove,score))
#print(scoredmovelist)
bm = max(scoredmovelist,key=lambda x:x[1])
if bm[1]>4000:
bms = util.TsumiTansaku(self.board,movelist,self.sente,"me")
if bms==[]:
bms = [usimv for usimv,sco in scoredmovelist if sco == bm[1]]
else:
bms = [usimv for usimv,sco in scoredmovelist if sco == bm[1]]
print(bms)
bm = random.choice(bms)
print("bestmove {}".format(bm))
def sample_move():
return Moves.random()
def __init__(self, x,y, dx, dy, screenRect,v = 125, c = (255,0,0)):
Moves.__init__(self,x,y,dx,dy,screenRect,v)
self.color = c
#pygame.draw.rect(self.image, self.color, self.image.get_rect(), 0)
pygame.draw.rect(self.image, self.color, Rect(0,0, self.width, self.height), 0)
@author: REDACTED
"""
#This program imports the relevant data from the Moves API
#It calculates the speeds at all points within each commute
#It then exports the data to a GeoJSON file for plotting
import datetime as dt
import json
from geopy.distance import vincenty
from moves import Moves
#Input the authorisation information for the Moves API
m = Moves("REDACTED", "REDACTED", "REDACTED")
# Set up a list of the locations we're interested in.
my_locs = [{
'name': 'home',
'lat': 51.5376610267,
'lon': -0.1334586581
}, {
'name': 'work',
'lat': 51.5245335649,
'lon': -0.134065590859
}]
# A function to check if the distance between two locations
# is less than a set distance
def update(self, dt):
if self.screenRect.colliderect(self.rect):
self.drawImage(self.image, dt)
Moves.update(self,dt)
else:
self.kill()
def __init__(self, x,y, dx,dy, screenRect, v=20):
Moves.__init__(self,x,y,dx,dy,screenRect,v)
self.image.fill((0,255,0))
self.drawImage(self.image,1000)
def update(self, dt):
if self.screenRect.colliderect(self.rect):
Moves.update(self,dt)
else:
self.kill()
# rep1 = analyse.AnalyseChildCPMultiSenso(lst_patient_id, repetition=1)
# rep2 = analyse.AnalyseChildCPMultiSenso(lst_patient_id, repetition=2)
# rep3 = analyse.AnalyseChildCPMultiSenso(lst_patient_id, repetition=3)
# rep4 = analyse.AnalyseChildCPMultiSenso(lst_patient_id, repetition=4)
#
# create_pickle("rep1_ms_cp", rep1)
# create_pickle("rep2_ms_acp", rep2)
# create_pickle("rep3_ms_cp", rep3)
# create_pickle("rep4_ms_cp", rep4)
r1 = load_pickle("rep1_ms_cp")
r2 = load_pickle("rep2_ms_cp")
r3 = load_pickle("rep3_ms_cp")
r4 = load_pickle("rep4_ms_cp")
moves = Moves.from_analysis([r1, r2, r3, r4])
df = create_df_multisenso_single_col(moves).replace('NaN', np.nan)
#
create_pickle('multisenso_df', df)
output_path = 'C:/Users/tousi/Documents/Labo_Laurent_Ballaz/Projet_ChopLo/pyChoplo_output/'
folder = 'df_excel/'
path = output_path + folder
df_success = df.loc[df['target_reach'] == 'success']
df_success_and_cm = df.loc[(df['target_reach'] == 'success')
& (df['have_cm'] == 'with_cm')]
df_success_and_cm = filter_outlier(df_success_and_cm)
def __init__(self,board=None):
if board:
self.board = board
mv = Moves()