Start fixing forecast service API 5

services/forecasting/app/schemas/forecasts.py

@@ -24,7 +24,12 @@ class ForecastRequest(BaseModel):
     """Request schema for generating forecasts"""
     tenant_id: str = Field(..., description="Tenant ID")
     product_name: str = Field(..., description="Product name")
-    forecast_date: date = Field(..., description="Date for which to generate forecast")
+    forecast_date: date = Field(..., description="Starting date for forecast")
+    forecast_days: int = Field(1, ge=1, le=30, description="Number of days to forecast")
+    location: str = Field(..., description="Location identifier")
+    
+    # Optional parameters - internally handled
+    confidence_level: float = Field(0.8, ge=0.5, le=0.95, description="Confidence level")
     
     @validator('forecast_date')
     def validate_forecast_date(cls, v):
@@ -37,14 +42,7 @@ class BatchForecastRequest(BaseModel):
     tenant_id: str = Field(..., description="Tenant ID")
     batch_name: str = Field(..., description="Batch name for tracking")
     products: List[str] = Field(..., description="List of product names")
-    location: str = Field(..., description="Location identifier")
     forecast_days: int = Field(7, ge=1, le=30, description="Number of days to forecast")
-    business_type: BusinessType = Field(BusinessType.INDIVIDUAL, description="Business model type")
-    
-    # Options
-    include_weather: bool = Field(True, description="Include weather data")
-    include_traffic: bool = Field(True, description="Include traffic data")
-    confidence_level: float = Field(0.8, ge=0.5, le=0.95, description="Confidence level")
 
 class ForecastResponse(BaseModel):
     """Response schema for forecast results"""