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3.0.0 : Reconstructed Database System.

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This commit is contained in:
Jacky Yang
2026-01-29 02:21:44 +08:00
parent 1642adb00e
commit 04ee957af6
69 changed files with 10258 additions and 6546 deletions
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127
web/routes/teams.py
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@@ -40,7 +40,7 @@ def api_search():
'steam_id': p_dict['steam_id_64'],
'name': p_dict['username'],
'avatar': p_dict['avatar_url'] or 'https://avatars.steamstatic.com/fef49e7fa7e1997310d705b2a6158ff8dc1cdfeb_full.jpg',
'rating': (f['basic_avg_rating'] if f else 0.0),
'rating': (f['core_avg_rating'] if f else 0.0),
'matches': matches_played
})
@@ -163,63 +163,72 @@ def list_view():
@bp.route('/<int:lineup_id>')
def detail(lineup_id):
lineup = WebService.get_lineup(lineup_id)
if not lineup:
return "Lineup not found", 404
p_ids = json.loads(lineup['player_ids_json'])
players = StatsService.get_players_by_ids(p_ids)
# Shared Matches
shared_matches = StatsService.get_shared_matches(p_ids)
# Calculate Aggregate Stats
agg_stats = {
'avg_rating': 0,
'avg_kd': 0,
'avg_kast': 0
}
radar_data = {
'STA': 0, 'BAT': 0, 'HPS': 0, 'PTL': 0, 'SIDE': 0, 'UTIL': 0
}
player_features = []
if players:
count = len(players)
total_rating = 0
total_kd = 0
total_kast = 0
# Radar totals
r_totals = {k: 0 for k in radar_data}
for p in players:
# Fetch L3 features for each player
f = FeatureService.get_player_features(p['steam_id_64'])
if f:
player_features.append(f)
total_rating += f['basic_avg_rating'] or 0
total_kd += f['basic_avg_kd'] or 0
total_kast += f['basic_avg_kast'] or 0
# Radar accumulation
r_totals['STA'] += f['basic_avg_rating'] or 0
r_totals['BAT'] += f['bat_avg_duel_win_rate'] or 0
r_totals['HPS'] += f['hps_clutch_win_rate_1v1'] or 0
r_totals['PTL'] += f['ptl_pistol_win_rate'] or 0
r_totals['SIDE'] += f['side_rating_ct'] or 0
r_totals['UTIL'] += f['util_usage_rate'] or 0
else:
player_features.append(None)
if count > 0:
agg_stats['avg_rating'] = total_rating / count
agg_stats['avg_kd'] = total_kd / count
agg_stats['avg_kast'] = total_kast / count
try:
lineup = WebService.get_lineup(lineup_id)
if not lineup:
return "Lineup not found", 404
for k in radar_data:
radar_data[k] = r_totals[k] / count
p_ids = json.loads(lineup['player_ids_json'])
players = StatsService.get_players_by_ids(p_ids)
# Shared Matches
shared_matches = StatsService.get_shared_matches(p_ids)
# Calculate Aggregate Stats
agg_stats = {
'avg_rating': 0,
'avg_kd': 0,
'avg_kast': 0
}
radar_data = {
'STA': 0, 'BAT': 0, 'HPS': 0, 'PTL': 0, 'SIDE': 0, 'UTIL': 0
}
player_features = []
if players:
count = len(players)
total_rating = 0
total_kd = 0
total_kast = 0
# Radar totals
r_totals = {k: 0 for k in radar_data}
for p in players:
# Fetch L3 features for each player
f = FeatureService.get_player_features(p['steam_id_64'])
if f:
# Attach stats to player object for template
p['rating'] = f.get('core_avg_rating') or 0
p['stats'] = f
player_features.append(f)
total_rating += f.get('core_avg_rating') or 0
total_kd += f.get('core_avg_kd') or 0
total_kast += f.get('core_avg_kast') or 0
# Radar accumulation (L3 Mapping)
r_totals['STA'] += f.get('core_avg_rating') or 0 # Rating (Scale ~1.0)
r_totals['BAT'] += (f.get('tac_opening_duel_winrate') or 0) * 2 # WinRate (0.5 -> 1.0) Scale to match Rating?
r_totals['HPS'] += (f.get('tac_clutch_1v1_rate') or 0) * 2 # WinRate (0.5 -> 1.0)
r_totals['PTL'] += ((f.get('score_pistol') or 0) / 50.0) # Score (0-100 -> 0-2.0)
r_totals['SIDE'] += f.get('meta_side_ct_rating') or 0 # Rating (Scale ~1.0)
r_totals['UTIL'] += f.get('tac_util_usage_rate') or 0 # Usage Rate (Count? or Rate?)
else:
player_features.append(None)
p['rating'] = 0
if count > 0:
agg_stats['avg_rating'] = total_rating / count
agg_stats['avg_kd'] = total_kd / count
agg_stats['avg_kast'] = total_kast / count
for k in radar_data:
radar_data[k] = r_totals[k] / count
return render_template('teams/detail.html', lineup=lineup, players=players, agg_stats=agg_stats, shared_matches=shared_matches, radar_data=radar_data)
return render_template('teams/detail.html', lineup=lineup, players=players, agg_stats=agg_stats, shared_matches=shared_matches, radar_data=radar_data)
except Exception as e:
import traceback
return f"<pre>{traceback.format_exc()}</pre>", 500