Py-Hanabi/hanabi/live/instance_finder.py

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from typing import Optional
import pebble.concurrent
import concurrent.futures
import traceback
import alive_progress
import threading
import time
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from hanabi import logger
from hanabi.solvers.sat import solve_sat
from hanabi import database
from hanabi.live import download_data
from hanabi.live import compress
from hanabi import hanab_game
from hanabi.solvers import greedy_solver
from hanabi.solvers import deck_analyzer
from hanabi.live import variants
MAX_PROCESSES = 6
def update_trivially_feasible_games(variant_id):
variant: variants.Variant = variants.Variant.from_db(variant_id)
database.cur.execute("SELECT seed FROM seeds WHERE variant_id = (%s) AND feasible is null", (variant_id,))
seeds = database.cur.fetchall()
logger.verbose('Checking variant {} (id {}), found {} seeds to check...'.format(variant.name, variant_id, len(seeds)))
with alive_progress.alive_bar(total=len(seeds), title='{} ({})'.format(variant.name, variant_id)) as bar:
for (seed,) in seeds:
database.cur.execute(
"SELECT id, deck_plays, one_extra_card, one_less_card, all_or_nothing, detrimental_characters "
"FROM games WHERE score = (%s) AND seed = (%s) ORDER BY id;",
(variant.max_score, seed)
)
res = database.cur.fetchall()
logger.debug("Checking seed {}: {:3} results".format(seed, len(res)))
for (game_id, a, b, c, d, e) in res:
if None in [a, b, c, d, e]:
logger.debug(' Game {} not found in database, exporting...'.format(game_id))
download_data.detailed_export_game(
game_id, var_id=variant_id, score=variant.max_score, seed_exists=True
)
database.cur.execute("SELECT deck_plays, one_extra_card, one_less_card, all_or_nothing, "
"detrimental_characters "
"FROM games WHERE id = (%s)",
(game_id,))
(a, b, c, d, e) = database.cur.fetchone()
else:
logger.debug(' Game {} already in database'.format(game_id))
valid = not any([a, b, c, d, e])
if valid:
print(a, b, c, d, e)
logger.verbose(
'Seed {:10} (variant {}) found to be feasible via game {:6}'.format(seed, variant_id, game_id))
database.cur.execute("UPDATE seeds SET (feasible, max_score_theoretical) = (%s, %s) WHERE seed = "
"(%s)", (True, variant.max_score, seed))
database.cur.execute(
"INSERT INTO score_lower_bounds (seed, score_lower_bound, game_id) VALUES (%s, %s, %s)",
(seed, variant.max_score, game_id)
)
database.conn.commit()
break
else:
logger.verbose(' Cheaty game {} found'.format(game_id))
bar()
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def get_decks_for_all_seeds():
cur = database.conn.database.cursor()
cur.execute("SELECT id "
"FROM games "
" INNER JOIN seeds "
" ON seeds.seed = games.seed"
" WHERE"
" seeds.deck is null"
" AND"
" games.id = ("
" SELECT id FROM games WHERE games.seed = seeds.seed LIMIT 1"
" )"
)
print("Exporting decks for all seeds")
res = cur.fetchall()
with alive_progress.alive_bar(len(res), title="Exporting decks") as bar:
for (game_id,) in res:
download_data.detailed_export_game(game_id)
bar()
mutex = threading.Lock()
def solve_instance(instance: hanab_game.HanabiInstance):
# first, sanity check on running out of pace
result = deck_analyzer.analyze(instance)
if result is not None:
assert type(result) == deck_analyzer.InfeasibilityReason
logger.debug("found infeasible deck")
return False, None, None
for num_remaining_cards in [0, 20]:
# logger.info("trying with {} remaining cards".format(num_remaining_cards))
game = hanab_game.GameState(instance)
strat = greedy_solver.GreedyStrategy(game)
# make a number of greedy moves
while not game.is_over() and not game.is_known_lost():
if num_remaining_cards != 0 and game.progress == game.deck_size - num_remaining_cards:
break # stop solution here
strat.make_move()
# check if we won already
if game.is_won():
# print("won with greedy strat")
return True, game, num_remaining_cards
# now, apply sat solver
if not game.is_over():
logger.debug("continuing greedy sol with SAT")
solvable, sol = solve_sat(game)
if solvable is None:
return True, sol, num_remaining_cards
logger.debug(
"No success with {} remaining cards, reducing number of greedy moves, failed attempt was: {}".format(
num_remaining_cards, compress.link(game)))
# print("Aborting trying with greedy strat")
logger.debug("Starting full SAT solver")
game = hanab_game.GameState(instance)
a, b = solve_sat(game)
return a, b, instance.draw_pile_size
@pebble.concurrent.process(timeout=150)
def solve_seed_with_timeout(seed, num_players, deck_compressed, var_name: Optional[str] = None):
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try:
logger.verbose("Starting to solve seed {}".format(seed))
deck = compress.decompress_deck(deck_compressed)
t0 = time.perf_counter()
solvable, solution, num_remaining_cards = solve_instance(hanab_game.HanabiInstance(deck, num_players))
t1 = time.perf_counter()
logger.verbose("Solved instance {} in {} seconds: {}".format(seed, round(t1 - t0, 2), solvable))
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mutex.acquire()
if solvable is not None:
database.cur.execute("UPDATE seeds SET feasible = (%s) WHERE seed = (%s)", (solvable, seed))
database.conn.commit()
mutex.release()
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if solvable == True:
logger.verbose("Success with {} cards left in draw by greedy solver on seed {}: {}\n".format(
num_remaining_cards, seed, compress.link(solution))
)
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elif solvable == False:
logger.debug("seed {} was not solvable".format(seed))
logger.debug('{}-player, seed {:10}, {}\n'.format(num_players, seed, var_name))
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elif solvable is None:
logger.verbose("seed {} skipped".format(seed))
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else:
raise Exception("Programming Error")
except Exception as e:
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print("exception in subprocess:")
traceback.print_exc()
def solve_seed(seed, num_players, deck_compressed, var_name: Optional[str] = None):
f = solve_seed_with_timeout(seed, num_players, deck_compressed, var_name)
try:
return f.result()
except TimeoutError:
logger.verbose("Solving on seed {} timed out".format(seed))
return
def solve_unknown_seeds(variant_id, variant_name: Optional[str] = None):
database.cur.execute(
"SELECT seed, num_players, deck FROM seeds WHERE variant_id = (%s) AND feasible IS NULL",
(variant_id,)
)
res = database.cur.fetchall()
with concurrent.futures.ProcessPoolExecutor(max_workers=MAX_PROCESSES) as executor:
fs = [executor.submit(solve_seed, r[0], r[1], r[2], variant_name) for r in res]
with alive_progress.alive_bar(len(res), title='Seed solving on {}'.format(variant_name)) as bar:
for f in concurrent.futures.as_completed(fs):
bar()