def __init__(self, match_id: int):
''' Calls the API and creates a match representation from result.
Args:
match_id: Dota match ID
'''
if not isinstance(match_id, int):
raise TypeError('`match_id` must have type int.')
else:
self.id = match_id
response = api.get_match_details(match_id=match_id)
# TODO: check supported modes, rewrote this
if response['game_mode'] != 2 and response['game_mode'] != 16:
raise NotImplementedError(
'Sorry, Match currently' +
' does not support {}'.format(response['game_mode_name']) +
' game mode.')
self.radiant = Heroes()
self.dire = Heroes()
self.radiant_win = response['radiant_win']
# select picks and add heroes to appropriate teams
for pick in filter(lambda x: x['is_pick'], response['picks_bans']):
if pick['team'] == 0:
self.radiant.add(Hero(pick['hero_id']))
else:
self.dire.add(Hero(pick['hero_id']))
hero1, hero2 = sorted([next_hero_id, picked_hero])
total_connection += winrate.loc[hero1][hero2]
for enemy in against:
total_connection -= lose_rate.loc[next_hero_id][enemy]
if total_connection > best_connection:
best_hero = next_hero_id
best_connection = total_connection
return best_hero.item()
# In[25]:
pick = Heroes()
pick.add(Hero.from_name(''))
ban = Heroes()
ban.add(Hero.from_name('Shadow Fiend'))
ban.add(Hero.from_name('Invoker'))
against = Heroes()
against.add(Hero.from_name('Slardar'))
against.add(Hero.from_name('Witch Doctor'))
while len(pick) < 5:
next_hero = get_next_hero(list(pick.get_ids()),
ban=list(ban.get_ids()),
against=list(against.get_ids()))
pick.add(Hero(next_hero))