def create_from_ids(ids: List[str]) -> List['ReplayGroupChartData']:
stats = wrapper.get_group_stats(ids)
players = list(stats['playerStats'].keys())
if 'ensembleStats' in stats:
players.append('ensembleStats')
all_chart_data = []
for chart_metadata in player_stats_metadata:
chart_data = ReplayGroupChartData(
title=chart_metadata.stat_name,
chart_data_points=[
ChartDataPoint(
name=stats['playerStats'][player_id]['name']
if player_id in stats['playerStats'] else 'Ensemble',
value=stats['playerStats'][player_id]['average'].get(
chart_metadata.stat_name, 0)
if player_id in stats['playerStats'] else
stats[player_id]['average'].get(
chart_metadata.stat_name, 0),
) for player_id in players
],
type_=chart_metadata.type,
subcategory=chart_metadata.subcategory)
if all(chart_data_point['value'] is None
or chart_data_point['value'] == 0
for chart_data_point in chart_data.chartDataPoints):
continue
all_chart_data.append(chart_data)
return all_chart_data
def create_from_id(cls, id_: str, raw=False, rank=None, replay_ids=None, playlist=13, win=None, session=None):
game_count = player_wrapper.get_total_games(session, id_)
if game_count == 0:
raise UserHasNoReplays()
if rank is None:
rank = get_rank(id_)
try:
averaged_stats = player_stat_wrapper.get_averaged_stats(session, id_,
redis=get_redis(), raw=raw,
rank=rank, replay_ids=replay_ids,
playlist=playlist, win=win)
except NoResultFound:
raise NoReplaysForPlaylist(playlist)
spider_charts_groups = player_stat_wrapper.get_stat_spider_charts()
play_style_chart_datas: List[PlayStyleChartData] = []
for spider_chart_group in spider_charts_groups:
title = spider_chart_group['title']
chart_data_points = [
ChartDataPoint(name=explanations[name].short_name if name in explanations else name,
value=averaged_stats[name])
for name in spider_chart_group['group']
]
play_style_chart_datas.append(PlayStyleChartData(title, chart_data_points))
return PlayStyleResponse(
chart_datas=play_style_chart_datas,
show_warning=game_count <= cls.showWarningThreshold
)
def create_from_ids(ids: List[str]) -> List['ReplayGroupChartData']:
stats = wrapper.get_group_stats(ids)
player_stats = stats['playerStats']
player_names = [player['name'] for player in player_stats]
if 'ensembleStats' in stats:
player_stats.append(stats['ensembleStats'])
categories = list(player_stats[0]['stats'].keys())
all_chart_data = []
for chart_metadata in player_group_stats_metadata:
for category in categories:
chart_data_points = []
for player in player_stats:
name = player['name'] if 'name' in player and player['name'] in player_names else 'Ensemble'
value = player['stats'][category].get(chart_metadata.stat_name, 0)
is_orange = player['is_orange'] if 'is_orange' in player else None
if is_orange is not None:
chart_data_points.append(StatDataPoint(
name=name,
value=value,
is_orange=is_orange
))
else:
chart_data_points.append(ChartDataPoint(
name=name,
value=value
))
chart_data = ReplayGroupChartData(
title=chart_metadata.stat_name + ' ' + category,
chart_data_points=chart_data_points,
type_=chart_metadata.type,
subcategory=chart_metadata.subcategory
)
if all(chart_data_point['value'] is None or chart_data_point['value'] == 0 for chart_data_point in
chart_data.chartDataPoints):
continue
all_chart_data.append(chart_data)
return all_chart_data