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Update single_match_orchestrator.py
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Fahri Can
2026-05-05 20:59:59 +03:00
parent 4bc51cfa99
commit 56d560af08
1 changed files with 15 additions and 0 deletions
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ai-engine/services/single_match_orchestrator.py
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@@ -1059,6 +1059,21 @@ class SingleMatchOrchestrator:
return self._build_basketball_prediction_package(data, prediction) return self._build_basketball_prediction_package(data, prediction)
features = self._build_v25_features(data) features = self._build_v25_features(data)
# ── DEBUG: log critical feature values to diagnose absurd predictions ──
_debug_keys = [
'home_overall_elo', 'away_overall_elo', 'elo_diff',
'odds_ms_h', 'odds_ms_d', 'odds_ms_a',
'implied_home', 'implied_draw', 'implied_away',
'home_goals_avg', 'away_goals_avg',
'home_conceded_avg', 'away_conceded_avg',
'home_momentum_score', 'away_momentum_score',
'home_squad_quality', 'away_squad_quality',
]
print("── [DEBUG] Feature values for model input ──")
for _dk in _debug_keys:
print(f" {_dk}: {features.get(_dk, 'MISSING')}")
print(f" Total features: {len(features)}")
print("── [DEBUG END] ──")
v25_signal = self._get_v25_signal(data, features) v25_signal = self._get_v25_signal(data, features)
prediction = self._build_v25_prediction(data, features, v25_signal) prediction = self._build_v25_prediction(data, features, v25_signal)
base_package = self._build_prediction_package(data, prediction, v25_signal) base_package = self._build_prediction_package(data, prediction, v25_signal)