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Refactor the traffic fetching system

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Urtzi Alfaro
2025-08-10 18:32:47 +02:00
parent 3c2acc934a
commit 8d125ab0d5
10 changed files with 1356 additions and 1574 deletions
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13
services/forecasting/app/services/forecasting_service.py
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@@ -639,10 +639,17 @@ class EnhancedForecastingService:
if precipitation > 2.0:
adjustment_factor *= 0.7
# Apply adjustments
# Apply adjustments to prediction
adjusted_prediction = max(0, base_prediction * adjustment_factor)
adjusted_lower = max(0, lower_bound * adjustment_factor)
adjusted_upper = max(0, upper_bound * adjustment_factor)
# For confidence bounds, preserve relative interval width while respecting minimum bounds
original_interval = upper_bound - lower_bound
adjusted_interval = original_interval * adjustment_factor
# Ensure minimum reasonable lower bound (at least 20% of prediction or 5, whichever is larger)
min_lower_bound = max(adjusted_prediction * 0.2, 5.0)
adjusted_lower = max(min_lower_bound, adjusted_prediction - (adjusted_interval / 2))
adjusted_upper = max(adjusted_lower + 10, adjusted_prediction + (adjusted_interval / 2))
return {
"prediction": adjusted_prediction,