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imporve features

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This commit is contained in:
Urtzi Alfaro
2025-11-14 07:23:56 +01:00
parent 9bc048d360
commit a8d8828935
32 changed files with 5436 additions and 271 deletions
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20
services/forecasting/app/ml/predictor.py
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@@ -56,21 +56,17 @@ class BakeryForecaster:
from app.services.poi_feature_service import POIFeatureService
self.poi_feature_service = POIFeatureService()
# Initialize enhanced data processor from shared module
if use_enhanced_features:
# Import enhanced data processor from training service
import sys
import os
# Add training service to path
training_path = os.path.join(os.path.dirname(__file__), '../../../training')
if training_path not in sys.path:
sys.path.insert(0, training_path)
try:
from app.ml.data_processor import EnhancedBakeryDataProcessor
self.data_processor = EnhancedBakeryDataProcessor(database_manager)
logger.info("Enhanced features enabled for forecasting")
from shared.ml.data_processor import EnhancedBakeryDataProcessor
self.data_processor = EnhancedBakeryDataProcessor(region='MD')
logger.info("Enhanced features enabled using shared data processor")
except ImportError as e:
logger.warning(f"Could not import EnhancedBakeryDataProcessor: {e}, falling back to basic features")
logger.warning(
f"Could not import EnhancedBakeryDataProcessor from shared module: {e}. "
"Falling back to basic features."
)
self.use_enhanced_features = False
self.data_processor = None
else: