Update config.py

config.py

@@ -1,21 +1,56 @@
-from pydantic import BaseSettings
+from pydantic import BaseSettings, Field
 
 class Settings(BaseSettings):
-    dataset: str = "senga-ml/dnotes-dataset-v6"
-    base_config: str = "naver-clova-ix/donut-base"
-    base_processor: str = "naver-clova-ix/donut-base"
-    base_model: str = "naver-clova-ix/donut-base"
-
-    def get_model_config(self, shipper_id: str):
-        if shipper_id in ["61", "81", "139"]:
-            model = "senga-ml/donut-16"
-            processor = "senga-ml/donut-16"
-        elif shipper_id in ["165", "127", "145"]:
-            model = "senga-ml/donut-17"
-            processor = "senga-ml/donut-17"
-        else:
-            model = self.base_model
-            processor = self.base_processor
-        return model, processor
+    # Default values for the processor and model
+    processor: str = Field(default="senga-ml/donut-v16")
+    model: str = Field(default="senga-ml/donut-v16")
+    dataset: str = Field(default="senga-ml/dnotes-data-v6")
+    base_config: str = Field(default="naver-clova-ix/donut-base")
+    base_processor: str = Field(default="naver-clova-ix/donut-base")
+    base_model: str = Field(default="naver-clova-ix/donut-base")
+    inference_stats_file: str = Field(default="data/donut_inference_stats.json")
+    training_stats_file: str = Field(default="data/donut_training_stats.json")
+    evaluate_stats_file: str = Field(default="data/donut_evaluate_stats.json")
+    
+    # The shipper_id to dynamically select model and processor
+    shipper_id: str = Field(default="default_shipper")
+    
+    class Config:
+        # This enables the automatic reloading of values when they change
+        validate_assignment = True
+    
+    def __init__(self, **kwargs):
+        super().__init__(**kwargs)
+        self.set_model()
+    
+    # Function to dynamically select model and processor based on shipper_id
+    def set_model(self):
+        shipper_model_map = {
+            "61": {"model": "senga-ml/donut-16", "processor": "senga-ml/donut-16"},
+            "81": {"model": "senga-ml/donut-16", "processor": "senga-ml/donut-16"},
+            "139": {"model": "senga-ml/donut-16", "processor": "senga-ml/donut-16"},
+            "165": {"model": "senga-ml/donut-17", "processor": "senga-ml/donut-17"},
+            "127": {"model": "senga-ml/donut-17", "processor": "senga-ml/donut-17"},
+            "145": {"model": "senga-ml/donut-17", "processor": "senga-ml/donut-17"},
+        }
+        
+        config = shipper_model_map.get(
+            self.shipper_id, 
+            {"model": self.base_model, "processor": self.base_processor}
+        )
+        
+        self.model = config["model"]
+        self.processor = config["processor"]
+        
+        # For debugging
+        print(f"Selected model for shipper {self.shipper_id}: {self.model}")
+        print(f"Selected processor for shipper {self.shipper_id}: {self.processor}")
 
+# Create a singleton instance
 settings = Settings()
+
+# Example of how to update shipper_id and trigger model change
+def update_shipper(new_shipper_id):
+    settings.shipper_id = new_shipper_id
+    settings.set_model()
+    return settings.model, settings.processor