hanabi-league/src/statistics.py

import enum
from typing import List, Tuple

from hanabi import hanab_game

from database import conn_manager


class GameOutcome(enum.Enum):
    win = 0
    discard_crit = 1
    bomb_crit = 2
    strikeout = 3
    bottom_deck = 4
    vote_to_kill = 5
    out_of_pace = 6


class GameAnalysisResult:
    def __init__(self, outcomes: List[GameOutcome], bdrs: List[Tuple[hanab_game.DeckCard, int]]):
        self.outcome = GameOutcome
        self.bdrs = bdrs


def analyze_game(instance: hanab_game.HanabiInstance, actions: List[hanab_game.Action]) -> GameAnalysisResult:
    # List of bdrs
    bdrs = []
    # This is the default value if we find no other reason why the game was lost (or won)
    outcomes = []
    game = hanab_game.GameState(instance)

    def handle_lost_card(card, game, play: bool):
        if not game.is_trash(card):
            if game.is_critical(card):
                outcomes.append(GameOutcome.bomb_crit if play else GameOutcome.discard_crit)
            elif card.rank != 1:
                if card in game.deck[game.progress:]:
                    bdrs.append((card, game.draw_pile_size))
            else:
                if game.deck[game.progress:].count(card) == 2:
                    bdrs.append((card, game.draw_pile_size))

    for action in actions:
        if action.type == hanab_game.ActionType.Discard:
            discarded_card = instance.deck[action.target]
            handle_lost_card(discarded_card, game, False)
        if action.type == hanab_game.ActionType.Play:
            played_card = instance.deck[action.target]
            if not game.is_playable(played_card) and not game.is_trash(played_card):
                bombed_card = instance.deck[action.target]
                handle_lost_card(bombed_card, game, True)
        game.make_action(action)
        if game.pace < 0 and GameOutcome.out_of_pace not in outcomes:
            outcomes.append(GameOutcome.out_of_pace)

    if game.strikes == 3:
        outcomes.append(GameOutcome.strikeout)
    elif actions[-1].type in [hanab_game.ActionType.EndGame, hanab_game.ActionType.VoteTerminate]:
        outcomes.append(GameOutcome.vote_to_kill)
    if game.score == 5 * instance.num_suits:
        outcomes.append(GameOutcome.win)

    return GameAnalysisResult(outcomes, bdrs)


def update_user_statistics(user_ids: List[int]):
    """
    Update the cumulative user statistics for this user, assuming that the corresponding game statistics have
    been computed already.
    @param user_ids:
    @return:
    """