streak-hunting-spreadsheet/get_sheet.py

import requests
import requests_cache
import json
import csv
import pandas

from hanabi.database import global_db_connection_manager
from hanabi.live.site_api import get

from bdr import describe_game
from endgames import analyze_game_cached

# Init db connection
global_db_connection_manager.read_config()
global_db_connection_manager.connect()

session = requests_cache.CachedSession('.hanab-live.cache',expire_after=300)

player_mapping = {
        'RamaNoVarjan': 'Ramanujan',
        'purplejoe2': 'PurpleJoe',
        'PurpleJoeVar': 'PurpleJoe',
        'yagami_blank': 'Yagami',
        'yagami_black': 'Yagami',
        'MarkusKahlsen': 'Markus',
        'NoVarkusKahlsen': 'Markus',
        'spring': 'spring',
        'str8tsknacker': 'str8tsknacker',
        'novarknacker': 'str8tsknacker',
        'StKildaFan': 'Kilda',
        'noarv': 'Arv',
        'arv': 'Arv',
        'ElenaDhynho': 'Elena',
        'ElenaDhynh0': 'Elena',
        'Elenanovar': 'Elena',
        'TimeHoodie': 'Hoodie',
        'Hoodie': 'Hoodie',
        'newduke': 'Duke',
}

allowed_team_members = ['Carunty', 'HelanaAshryvr', 'rz']

allowed_players = [s.lower() for s in player_mapping.keys()] + [s.lower() for s in allowed_team_members]

excluded_games = [1056958, 1044951]

player_cols = set()
for _, p in player_mapping.items():
    player_cols.add(p)


class Entry:
    def __init__(self, game_id, seed, score, players, bdr=0):
        self.game_id = game_id
        self.seed = seed
        self.num_players = len(players)
        self.won = 1 if score == 25 else 0
        self.players = players
        self.bdr = bdr
    

def get_player_games(player: str):
    r = session.get('https://hanab.live/api/v1/history-full/{}?start={}'.format(player, 1044446))
    if r.status_code == 200:
        return json.loads(r.text)


def collect_player_games():
    global_games = {}
    for player in player_mapping.keys():
        print('Parsing games for player {}'.format(player))
        games = get_player_games(player)
        for game in games:
            if game['options'].get('variantName', 'No Variant') != 'No Variant':
                continue

            game_id = game['id']
            players = game['playerNames']
            score = game['score']
            seed = game['seed']

            if len(players) not in [3,4,5]:
                continue

            if game_id in excluded_games:
                continue

            ok = True
            for player in players:
                if player.lower() not in allowed_players:
                    ok = False
            if ok:
                global_games[game_id] = Entry(game_id, seed, score, players)

    return global_games


def analyze_games(games):
    retval = {}
    for game_id in games.keys():
        game = get("export/" + str(game_id))
        bdrs, termination = describe_game(game)
        retval[game_id] = bdrs, termination
    return retval

def analyze_endgames(games):
    retval = {}
    for game_id in games.keys():
        print('Analysing endgames of game {}'.format(game_id))
        result = analyze_game_cached(game_id)
        retval[game_id] = result
        print(result)
    return retval


def sort_players_by_num_games(games_dict):
    nums = {}
    for _, entry in games_dict.items():
        for player in entry.players:
            col = player_mapping.get(player, None)
            if col is not None:
                num = nums.get(col, 0)
                nums[col] = num + 1
    return sorted(player_cols, key = lambda col: -nums[col])


if __name__ == "__main__":
    games = collect_player_games()
    analysis = analyze_games(games)
    endgames = analyze_endgames(games)
    streaks = {}
    fieldnames = ['Game ID', 'Seed', 'Player #', 'Result', 'BDR']
    fieldnames += sort_players_by_num_games(games)
    fieldnames += ['Other']

    with open('games.csv', 'w', newline='') as f:
        f.writelines([','.join(fieldnames), "\n"])

    with open('games.csv', 'a', newline='') as f:
        writer = csv.DictWriter(f, fieldnames=fieldnames)
        for game_id, entry in sorted(games.items()):
            bdrs, termination = analysis[game_id]
            row = {
                    'Game ID': "<a href='https://hanab.live/replay/{}'>{}</a>".format(entry.game_id, entry.game_id),
                    'Seed': "<a href='https://hanab.live/seed/{}'>{}</a>".format(entry.seed, entry.seed),
                    'Player #': entry.num_players,
                    'Result': 'Win' if entry.won else termination,
                    'BDR': len(bdrs),
                    }
            for player in entry.players:
                col = player_mapping.get(player, None)
                if col is not None:
                    if entry.won:
                        streak = streaks.get(col, 0)
                        streak += 1
                        streaks[col] = streak
                        row[col] = streak
                    else:
                        streaks[col] = 0
                        row[col] = 0
                else:
                    num_others = row.get('Other', 0)
                    row['Other'] = num_others + 1
            writer.writerow(row)

    fieldnames = ['Game ID'] + [str(i) for i in range(1, 16)]
    with open('endgames.csv', 'w', newline='') as f:
        f.writelines([','.join(fieldnames), "\n"])

    with open('endgames.csv', 'a', newline='') as f:
        writer = csv.DictWriter(f, fieldnames=fieldnames)
        for game_id, endgame in sorted(endgames.items()):
            endgame['Game ID'] = "<a href='https://hanab.live/replay/{}'>{}</a>".format(game_id, game_id)
            writer.writerow(endgame)

    a = pandas.read_csv("games.csv")
    a.to_html("games.html", escape=False)

    b = pandas.read_csv('endgames.csv')
    b.to_html("endgames.html", escape=False)