def test_canExtractPlayers(self):
sc2reader.configure(debug=True)
print os.getcwd()
replay = sc2reader.load_replay('data/Akilon Wastes (2).SC2Replay', load_level=4)
for player in replay.players:
#if player.is_human:
print "Player: %s (%s) - %s" % (player.name, player.play_race, player.result)
def __init__(self, *args, **kwargs):
super(Command, self).__init__(*args, **kwargs)
self.import_count = {
'Map': 0,
'Player': 0,
'Game': 0,
'GameTeam': 0,
'GamePlayer': 0,
}
sc2reader.configure(directory='', exclude=['Customs',], followLinks=False, depth=10)
def main():
paths = sys.argv[1:]
#You can create a factory with a custom configuration
sc2 = SC2Factory(
directory=replaypath,
exclude=['Customs','Pros'],
followlinks=True
)
sc2.configure(depth=1)
#Or configure the default factory:
sc2reader.configure(
directory=mainpath,
exclude=['Customs','Pros'],
depth=1, #Max recursion depth
followlinks=True #Recurse on subdirectories
)
replay = sc2reader.load_replay('derp.SC2Replay')
#replays = sc2reader.load_replays()
#replays = sc2reader.load_replays(replaypath)
#Print out all event types and and example of their attributes
#print json.dumps(getEventTypes(replay, "game"), indent = 2)
#Print out the attributes contained in the sc2reader class
#printFormattedList(getAttributesWithValues(replay, True))
#Print out the abilities used in the replay
#print json.dumps(getAbilityIDs(replay), indent = 2)
#Print out command events in the replay in chronological order
#print printFormattedList(getCommandEvents(replay))
#Add new ability IDs to the json archive
archiveAbilityIDs('abilities.txt')
def test_canOpenReplay(self):
sc2reader.configure(debug=True)
print os.getcwd()
replay = sc2reader.load_replay('data/Akilon Wastes (2).SC2Replay')
print replay
def ExtractGameInformation(cls, file_name, match_id=None):
"""
Creates a Game object from a replay file.
If match_id is not specified a new match will be created based on data from provided replay.
"""
sc2reader.configure(debug=True)
replay = sc2reader.load_replay(file_name, load_level=4)
# TODO: delete this logging
logging.info('Game Type: ' + replay.game_type)
logging.info('Category: ' + replay.category)
for rplayer in replay.players:
logging.info('Archon Leader Id: ' + str(rplayer.archon_leader_id))
season_id = lookup_current_season().season_id
#Gather the player performance stats
all_player_stats = []
winning_player_ranks = []
losing_player_ranks = []
is_archon_mode = False
# compile list of players while filtering out ai/observers/referees
replay_players = [replay_player for replay_player in replay.players
if replay_player.is_human and not replay_player.is_observer and not replay_player.is_referee]
for replay_player in replay_players:
player_stats = PlayerStatsModel()
player_stats.battle_net_name = replay_player.name
player_stats.was_random = replay_player.pick_race.lower() == Keys.RANDOM
player_stats.race = replay_player.play_race
if not replay_player.result:
raise ValueError('Replay must be uploaded by winning player(s).')
player_stats.won = replay_player.result.lower() == Keys.WIN
player_stats.handicap = replay_player.handicap
player_stats.season_id = season_id
all_player_stats.append(player_stats)
# create player and rank for this season if one does not exist
PlayerModel.get_or_create(battle_net_name=replay_player.name)
player_rank = PlayerRankModel.get_or_create(player_stats.battle_net_name, season_id)
player_rank.last_game_played = replay.start_time
if replay.game_type == '2v2':
player_rank.last_2v2_game_played = replay.start_time
if player_stats.won:
winning_player_ranks.append(player_rank)
else:
losing_player_ranks.append(player_rank)
logging.debug("Player: %s (%s) - %s" % (replay_player.name, replay_player.play_race, replay_player.result))
if replay_player.archon_leader_id:
# if one of the players is an archon leader than game was played in archon mode
is_archon_mode = True
player_rank.put()
# if no match was provided then create a new one from replay information
if match_id:
match = get_match(match_id, season_id)
else:
match = create_match([rank.battle_net_name for rank in winning_player_ranks],
[rank.battle_net_name for rank in losing_player_ranks])
player_names = [player.name for player in replay.players]
game_key = GameModel.generate_key(replay.start_time, player_names, match.match_id, season_id)
existing_game = game_key.get()
if existing_game:
raise ValueError('This replay has already been uploaded.')
#Gather the game stats
game = GameModel(key=game_key)
game.game_length_seconds = replay.real_length.seconds
game.game_time = replay.start_time
game.release = replay.release_string
game.map_name = replay.map_name
game.speed = replay.speed
game.players = all_player_stats
game.type = replay.real_type
game.is_archon_mode = is_archon_mode
game.put()
replay_entity = ReplayModel()
file_name.seek(0)
replay_entity.replay_file = file_name.read()
replay_entity.key = ReplayModel.build_key(game.game_id)
replay_entity.put()
# update_player_ranks(winning_player_ranks, losing_player_ranks)
match.games_played += 1
winning_battle_net_names = [player.battle_net_name for player in game.players if player.won]
if any([bnet_name for bnet_name in match.team1_battle_net_names if bnet_name in winning_battle_net_names]):
match.team1_wins += 1
elif any([bnet_name for bnet_name in match.team2_battle_net_names if bnet_name in winning_battle_net_names]):
match.team2_wins += 1
match.put()
#Return the game model
return game
def main(argv):
test_flag = False
help_message = """
Available options are:
-h help: Help (display this message)
-t test: Run a test on a single replay"
"""
sc2reader.configure(depth=1)
replays = sc2reader.load_replays('/home/steve/starcraft_replays',
load_level=2)
history = {
"steve": {
"protoss": [],
"terran": [],
"zerg": []
},
"ryan_s": {
"protoss": [],
"terran": [],
"zerg": []
},
"kevin": {
"protoss": [],
"terran": [],
"zerg": []
},
"stephen": {
"protoss": [],
"terran": [],
"zerg": []
},
"laura": {
"protoss": [],
"terran": [],
"zerg": []
},
"j": {
"protoss": [],
"terran": [],
"zerg": []
},
"colin": {
"protoss": [],
"terran": [],
"zerg": []
},
"bo": {
"protoss": [],
"terran": [],
"zerg": []
},
"george": {
"protoss": [],
"terran": [],
"zerg": []
},
"ryan_k": {
"protoss": [],
"terran": [],
"zerg": []
},
"ai_very_easy": {
"protoss": [],
"terran": [],
"zerg": []
},
"ai_easy": {
"protoss": [],
"terran": [],
"zerg": []
},
"ai_medium": {
"protoss": [],
"terran": [],
"zerg": []
},
"ai_hard": {
"protoss": [],
"terran": [],
"zerg": []
},
"ai_harder": {
"protoss": [],
"terran": [],
"zerg": []
},
"ai_very_hard": {
"protoss": [],
"terran": [],
"zerg": []
},
"ai_elite": {
"protoss": [],
"terran": [],
"zerg": []
},
"ai_insane": {
"protoss": [],
"terran": [],
"zerg": []
}
}
valid_replay_length = 0
sorted_replays = sorted(replays, key=attrgetter('unix_timestamp'))
for replay in sorted_replays:
pprint(
f"Date: {datetime.utcfromtimestamp(replay.unix_timestamp).strftime('%Y-%m-%d %H:%M:%S')}"
)
pprint(f"Teams: {replay.teams}")
if replay.winner is None:
pprint("No winner found?")
continue
pprint(f"Winner: {replay.winner.players}")
rating_groups = []
if not check_if_valid_teams(replay):
continue
for team in replay.teams:
ratings_group = {}
for p in team.players:
if p.is_human and p.name in players:
ratings_group[p] = getattr(
players[p.name], p.play_race.lower()).current_trueskill
elif not p.is_human:
ratings_group[p] = getattr(
players[f"A.I. ({p.difficulty})"],
p.play_race.lower()).current_trueskill
else:
break
if team.result == 'Win':
rating_groups.insert(0, ratings_group)
else:
rating_groups.append(ratings_group)
if len(ratings_group) > 1:
rated_rating_groups = rate(rating_groups)
else:
continue
valid_replay_length += 1
for i, team in enumerate(rated_rating_groups):
for player, rating in team.items():
if player.is_human:
player_race = getattr(players[player.name],
player.play_race.lower())
else:
player_race = getattr(
players[f"A.I. ({player.difficulty})"],
player.play_race.lower())
player_race.current_trueskill = rating
history["steve"]["protoss"].append(steve.protoss.current_trueskill.mu)
history["steve"]["terran"].append(steve.terran.current_trueskill.mu)
history["steve"]["zerg"].append(steve.zerg.current_trueskill.mu)
history["ryan_s"]["protoss"].append(
ryan_s.protoss.current_trueskill.mu)
history["ryan_s"]["terran"].append(ryan_s.terran.current_trueskill.mu)
history["ryan_s"]["zerg"].append(ryan_s.zerg.current_trueskill.mu)
history["kevin"]["protoss"].append(kevin.protoss.current_trueskill.mu)
history["kevin"]["terran"].append(kevin.terran.current_trueskill.mu)
history["kevin"]["zerg"].append(kevin.zerg.current_trueskill.mu)
history["stephen"]["protoss"].append(
stephen.protoss.current_trueskill.mu)
history["stephen"]["terran"].append(
stephen.terran.current_trueskill.mu)
history["stephen"]["zerg"].append(stephen.zerg.current_trueskill.mu)
history["laura"]["protoss"].append(laura.protoss.current_trueskill.mu)
history["laura"]["terran"].append(laura.terran.current_trueskill.mu)
history["laura"]["zerg"].append(laura.zerg.current_trueskill.mu)
history["j"]["protoss"].append(j.protoss.current_trueskill.mu)
history["j"]["terran"].append(j.terran.current_trueskill.mu)
history["j"]["zerg"].append(j.zerg.current_trueskill.mu)
history["colin"]["protoss"].append(colin.protoss.current_trueskill.mu)
history["colin"]["terran"].append(colin.terran.current_trueskill.mu)
history["colin"]["zerg"].append(colin.zerg.current_trueskill.mu)
history["bo"]["protoss"].append(bo.protoss.current_trueskill.mu)
history["bo"]["terran"].append(bo.terran.current_trueskill.mu)
history["bo"]["zerg"].append(bo.zerg.current_trueskill.mu)
history["george"]["protoss"].append(
george.protoss.current_trueskill.mu)
history["george"]["terran"].append(george.terran.current_trueskill.mu)
history["george"]["zerg"].append(george.zerg.current_trueskill.mu)
history["ryan_k"]["protoss"].append(
ryan_k.protoss.current_trueskill.mu)
history["ryan_k"]["terran"].append(ryan_k.terran.current_trueskill.mu)
history["ryan_k"]["zerg"].append(ryan_k.zerg.current_trueskill.mu)
history["ai_very_easy"]["protoss"].append(
ai_very_easy.protoss.current_trueskill.mu)
history["ai_very_easy"]["terran"].append(
ai_very_easy.terran.current_trueskill.mu)
history["ai_very_easy"]["zerg"].append(
ai_very_easy.zerg.current_trueskill.mu)
history["ai_easy"]["protoss"].append(
ai_easy.protoss.current_trueskill.mu)
history["ai_easy"]["terran"].append(
ai_easy.terran.current_trueskill.mu)
history["ai_easy"]["zerg"].append(ai_easy.zerg.current_trueskill.mu)
history["ai_medium"]["protoss"].append(
ai_medium.protoss.current_trueskill.mu)
history["ai_medium"]["terran"].append(
ai_medium.terran.current_trueskill.mu)
history["ai_medium"]["zerg"].append(
ai_medium.zerg.current_trueskill.mu)
history["ai_hard"]["protoss"].append(
ai_hard.protoss.current_trueskill.mu)
history["ai_hard"]["terran"].append(
ai_hard.terran.current_trueskill.mu)
history["ai_hard"]["zerg"].append(ai_hard.zerg.current_trueskill.mu)
history["ai_harder"]["protoss"].append(
ai_harder.protoss.current_trueskill.mu)
history["ai_harder"]["terran"].append(
ai_harder.terran.current_trueskill.mu)
history["ai_harder"]["zerg"].append(
ai_harder.zerg.current_trueskill.mu)
history["ai_very_hard"]["protoss"].append(
ai_very_hard.protoss.current_trueskill.mu)
history["ai_very_hard"]["terran"].append(
ai_very_hard.terran.current_trueskill.mu)
history["ai_very_hard"]["zerg"].append(
ai_very_hard.zerg.current_trueskill.mu)
history["ai_elite"]["protoss"].append(
ai_elite.protoss.current_trueskill.mu)
history["ai_elite"]["terran"].append(
ai_elite.terran.current_trueskill.mu)
history["ai_elite"]["zerg"].append(ai_elite.zerg.current_trueskill.mu)
history["ai_insane"]["protoss"].append(
ai_insane.protoss.current_trueskill.mu)
history["ai_insane"]["terran"].append(
ai_insane.terran.current_trueskill.mu)
history["ai_insane"]["zerg"].append(
ai_insane.zerg.current_trueskill.mu)
for player in history:
ax_num = 0
fig = plt.figure(figsize=(12, 12))
for race in ["protoss", "terran", "zerg"]:
ax_num += 1
ax = fig.add_subplot(3, 1, ax_num)
ax.set(xlim=(1, valid_replay_length + 1), ylim=(0, 50))
ax.set_ylabel('TrueSkill')
ax.plot(range(0, valid_replay_length),
list(
map(lambda x: x.current_trueskill,
history[player][race])),
label=f"{player} as {race}")
ax.set_title(f"{player} as {race}")
pprint(
f"{player} as {race} TrueSkill mu: {round(history[player][race][-1].current_trueskill.mu, 2)}, sigma: {round(history[player][race][-1].current_trueskill.sigma, 2)}"
)
image_file = Path(f"plots/{player.replace(' ', '_')}")
fig.savefig(image_file)
try:
opts, args = getopt.getopt(argv, "", [
"help", "test", "steve=", "ryan_s=", "ryan_k=", "colin=", "bo=",
"j=", "laura=", "kevin=", "stephen=", "george="
])
except getopt.GetoptError:
print(help_message)
sys.exit(2)
players_array = []
for opt, arg in opts:
if opt in ("--steve"):
player_name = "steve"
elif opt in ("--ryan_s"):
player_name = "ryan_s"
elif opt in ("--ryan_k"):
player_name = "ryan_k"
elif opt in ("--colin"):
player_name = "colin"
elif opt in ("--bo"):
player_name = "bo"
elif opt in ("--j"):
player_name = "j"
elif opt in ("--laura"):
player_name = "laura"
elif opt in ("--kevin"):
player_name = "kevin"
elif opt in ("--stephen"):
player_name = "stephen"
elif opt in ("--george"):
player_name = "george"
if arg == "protoss":
player_race = "protoss"
elif arg == "terran":
player_race = "terran"
elif arg == "zerg":
player_race = "zerg"
players_array.append({
"name":
player_name,
"race":
player_race,
"rating":
getattr(globals()[player_name], player_race).current_trueskill
})
total_sum = sum(map(lambda x: x['rating'].mu, players_array))
teams = []
for i in range(1, len(players_array)):
combinations = itertools.combinations(players_array, i)
for combo in combinations:
for player in combo:
print(f"{player['name']} {player['race']}", end=", ")
team_1_sum = sum(map(lambda x: x['rating'].mu, combo))
print(team_1_sum)
team_2_sum = total_sum - team_1_sum
difference = team_1_sum - team_2_sum
print(f"Difference: {difference}")
teams.append({
'team': (list(map(lambda x: x['name'],
combo)), list(map(lambda x: x['race'],
combo))),
'difference':
abs(difference)
})
sorted_teams = sorted(teams, key=lambda x: x['difference'])
for i, team in enumerate(sorted_teams):
if i % 2 == 0:
print(
f"Team {int((i / 2) + 1)}: {sorted_teams[i]['team']}, difference: {sorted_teams[i]['difference']}"
)