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demo seed change 4

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This commit is contained in:
Urtzi Alfaro
2025-12-14 19:05:37 +01:00
parent 4ae5356ad1
commit 82f9622411
16 changed files with 532 additions and 55 deletions
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30
services/forecasting/app/api/internal_demo.py
View File

@@ -251,26 +251,44 @@ async def clone_demo_data(
# Set default location if not provided in seed data
location = forecast_data.get('location') or "Main Bakery"
# Get or calculate forecast date
forecast_date = forecast_data.get('forecast_date')
if not forecast_date:
forecast_date = session_time
# Calculate day_of_week from forecast_date if not provided
# day_of_week should be 0-6 (Monday=0, Sunday=6)
day_of_week = forecast_data.get('day_of_week')
if day_of_week is None and forecast_date:
day_of_week = forecast_date.weekday()
# Calculate is_weekend from day_of_week if not provided
is_weekend = forecast_data.get('is_weekend')
if is_weekend is None and day_of_week is not None:
is_weekend = day_of_week >= 5 # Saturday=5, Sunday=6
else:
is_weekend = False
new_forecast = Forecast(
id=transformed_id,
tenant_id=virtual_uuid,
inventory_product_id=inventory_product_id,
product_name=forecast_data.get('product_name'),
location=location,
forecast_date=forecast_data.get('forecast_date'),
forecast_date=forecast_date,
created_at=forecast_data.get('created_at', session_time),
predicted_demand=predicted_demand,
confidence_lower=forecast_data.get('confidence_lower', max(0.0, float(predicted_demand or 0.0) * 0.8)),
confidence_upper=forecast_data.get('confidence_upper', max(0.0, float(predicted_demand or 0.0) * 1.2)),
confidence_level=forecast_data.get('confidence_level', 0.8),
model_id=forecast_data.get('model_id'),
model_version=forecast_data.get('model_version'),
model_id=forecast_data.get('model_id') or 'default-fallback-model',
model_version=forecast_data.get('model_version') or '1.0',
algorithm=forecast_data.get('algorithm', 'prophet'),
business_type=forecast_data.get('business_type', 'individual'),
day_of_week=forecast_data.get('day_of_week'),
day_of_week=day_of_week,
is_holiday=forecast_data.get('is_holiday', False),
is_weekend=forecast_data.get('is_weekend', False),
is_weekend=is_weekend,
weather_temperature=forecast_data.get('weather_temperature'),
weather_precipitation=forecast_data.get('weather_precipitation'),
weather_description=forecast_data.get('weather_description'),

2
services/forecasting/app/services/forecasting_service.py
View File

@@ -385,7 +385,7 @@ class EnhancedForecastingService:
"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_id": model_data.get('model_id') or 'default-fallback-model',
"model_version": str(model_data.get('version', '1.0')),
"algorithm": model_data.get('algorithm', 'prophet'),
"business_type": features.get('business_type', 'individual'),