Improve training test 3
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@@ -22,6 +22,7 @@ import warnings
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warnings.filterwarnings('ignore')
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from sqlalchemy.ext.asyncio import AsyncSession
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from sqlalchemy import text
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from app.models.training import TrainedModel
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from app.core.database import get_db_session
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@@ -565,19 +566,27 @@ class BakeryProphetManager:
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"""Deactivate previous models for the same product"""
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if self.db_session:
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try:
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# Update previous models to inactive
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query = """
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# ✅ FIX: Wrap SQL string with text() for SQLAlchemy 2.0
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query = text("""
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UPDATE trained_models
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SET is_active = false, is_production = false
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WHERE tenant_id = :tenant_id AND product_name = :product_name
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"""
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""")
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await self.db_session.execute(query, {
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"tenant_id": tenant_id,
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"product_name": product_name
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})
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# ✅ ADD: Commit the transaction
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await self.db_session.commit()
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logger.info(f"Successfully deactivated previous models for {product_name}")
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except Exception as e:
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logger.error(f"Failed to deactivate previous models: {str(e)}")
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# ✅ ADD: Rollback on error
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await self.db_session.rollback()
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# Keep all existing methods unchanged
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async def generate_forecast(self,
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