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demo seed change 3

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This commit is contained in:
Urtzi Alfaro
2025-12-14 16:04:16 +01:00
parent a030bd14c8
commit 4ae5356ad1
25 changed files with 2969 additions and 1645 deletions
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16
services/forecasting/app/services/forecasting_service.py
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@@ -382,8 +382,8 @@ class EnhancedForecastingService:
"location": request.location,
"forecast_date": forecast_datetime,
"predicted_demand": adjusted_prediction['prediction'],
"confidence_lower": adjusted_prediction.get('lower_bound', adjusted_prediction['prediction'] * 0.8),
"confidence_upper": adjusted_prediction.get('upper_bound', adjusted_prediction['prediction'] * 1.2),
"confidence_lower": adjusted_prediction.get('lower_bound', max(0.0, float(adjusted_prediction.get('prediction') or 0.0) * 0.8)),
"confidence_upper": adjusted_prediction.get('upper_bound', max(0.0, float(adjusted_prediction.get('prediction') or 0.0) * 1.2)),
"confidence_level": request.confidence_level,
"model_id": model_data['model_id'],
"model_version": str(model_data.get('version', '1.0')),
@@ -410,8 +410,8 @@ class EnhancedForecastingService:
location=request.location,
forecast_date=forecast_datetime,
predicted_demand=adjusted_prediction['prediction'],
confidence_lower=adjusted_prediction.get('lower_bound', adjusted_prediction['prediction'] * 0.8),
confidence_upper=adjusted_prediction.get('upper_bound', adjusted_prediction['prediction'] * 1.2),
confidence_lower=adjusted_prediction.get('lower_bound', max(0.0, float(adjusted_prediction.get('prediction') or 0.0) * 0.8)),
confidence_upper=adjusted_prediction.get('upper_bound', max(0.0, float(adjusted_prediction.get('prediction') or 0.0) * 1.2)),
model_id=model_data['model_id'],
expires_in_hours=24
)
@@ -652,8 +652,8 @@ class EnhancedForecastingService:
"location": request.location,
"forecast_date": forecast_datetime,
"predicted_demand": adjusted_prediction['prediction'],
"confidence_lower": adjusted_prediction.get('lower_bound', adjusted_prediction['prediction'] * 0.8),
"confidence_upper": adjusted_prediction.get('upper_bound', adjusted_prediction['prediction'] * 1.2),
"confidence_lower": adjusted_prediction.get('lower_bound', max(0.0, float(adjusted_prediction.get('prediction') or 0.0) * 0.8)),
"confidence_upper": adjusted_prediction.get('upper_bound', max(0.0, float(adjusted_prediction.get('prediction') or 0.0) * 1.2)),
"confidence_level": request.confidence_level,
"model_id": model_data['model_id'],
"model_version": str(model_data.get('version', '1.0')),
@@ -679,8 +679,8 @@ class EnhancedForecastingService:
location=request.location,
forecast_date=forecast_datetime,
predicted_demand=adjusted_prediction['prediction'],
confidence_lower=adjusted_prediction.get('lower_bound', adjusted_prediction['prediction'] * 0.8),
confidence_upper=adjusted_prediction.get('upper_bound', adjusted_prediction['prediction'] * 1.2),
confidence_lower=adjusted_prediction.get('lower_bound', max(0.0, float(adjusted_prediction.get('prediction') or 0.0) * 0.8)),
confidence_upper=adjusted_prediction.get('upper_bound', max(0.0, float(adjusted_prediction.get('prediction') or 0.0) * 1.2)),
model_id=model_data['model_id'],
expires_in_hours=24
)