REFACTOR ALL APIs

shared/clients/training_client.py

@@ -37,12 +37,12 @@ class TrainingServiceClient(BaseServiceClient):
             "min_data_points": min_data_points,
             **kwargs
         }
-        return await self.post("jobs", data=data, tenant_id=tenant_id)
+        return await self.post("training/jobs", data=data, tenant_id=tenant_id)
     
     async def get_training_job(self, tenant_id: str, job_id: str) -> Optional[Dict[str, Any]]:
         """Get training job details"""
-        return await self.get(f"jobs/{job_id}", tenant_id=tenant_id)
-    
+        return await self.get(f"training/jobs/{job_id}/status", tenant_id=tenant_id)
+
     async def list_training_jobs(
         self,
         tenant_id: str,
@@ -53,13 +53,13 @@ class TrainingServiceClient(BaseServiceClient):
         params = {"limit": limit}
         if status:
             params["status"] = status
-        
-        result = await self.get("jobs", tenant_id=tenant_id, params=params)
+
+        result = await self.get("training/jobs", tenant_id=tenant_id, params=params)
         return result.get("jobs", []) if result else None
-    
+
     async def cancel_training_job(self, tenant_id: str, job_id: str) -> Optional[Dict[str, Any]]:
         """Cancel a training job"""
-        return await self.delete(f"jobs/{job_id}", tenant_id=tenant_id)
+        return await self.delete(f"training/jobs/{job_id}", tenant_id=tenant_id)
     
     # ================================================================
     # MODELS
@@ -67,7 +67,7 @@ class TrainingServiceClient(BaseServiceClient):
     
     async def get_model(self, tenant_id: str, model_id: str) -> Optional[Dict[str, Any]]:
         """Get model details"""
-        return await self.get(f"models/{model_id}", tenant_id=tenant_id)
+        return await self.get(f"training/models/{model_id}", tenant_id=tenant_id)
     
     async def list_models(
         self,
@@ -83,7 +83,7 @@ class TrainingServiceClient(BaseServiceClient):
         if model_type:
             params["model_type"] = model_type
         
-        result = await self.get("models", tenant_id=tenant_id, params=params)
+        result = await self.get("training/models", tenant_id=tenant_id, params=params)
         return result.get("models", []) if result else None
     
     async def get_active_model_for_product(
@@ -95,16 +95,16 @@ class TrainingServiceClient(BaseServiceClient):
         Get the active model for a specific product by inventory product ID
         This is the preferred method since models are stored per product.
         """
-        result = await self.get(f"models/{inventory_product_id}/active", tenant_id=tenant_id)
+        result = await self.get(f"training/models/{inventory_product_id}/active", tenant_id=tenant_id)
         return result
     
     async def deploy_model(self, tenant_id: str, model_id: str) -> Optional[Dict[str, Any]]:
         """Deploy a trained model"""
-        return await self.post(f"models/{model_id}/deploy", data={}, tenant_id=tenant_id)
+        return await self.post(f"training/models/{model_id}/deploy", data={}, tenant_id=tenant_id)
     
     async def delete_model(self, tenant_id: str, model_id: str) -> Optional[Dict[str, Any]]:
         """Delete a model"""
-        return await self.delete(f"models/{model_id}", tenant_id=tenant_id)
+        return await self.delete(f"training/models/{model_id}", tenant_id=tenant_id)
     
     # ================================================================
     # MODEL METRICS & PERFORMANCE
@@ -112,7 +112,7 @@ class TrainingServiceClient(BaseServiceClient):
     
     async def get_model_metrics(self, tenant_id: str, model_id: str) -> Optional[Dict[str, Any]]:
         """Get model performance metrics"""
-        return await self.get(f"models/{model_id}/metrics", tenant_id=tenant_id)
+        return await self.get(f"training/models/{model_id}/metrics", tenant_id=tenant_id)
     
     async def get_model_predictions(
         self,
@@ -128,5 +128,5 @@ class TrainingServiceClient(BaseServiceClient):
         if end_date:
             params["end_date"] = end_date
         
-        result = await self.get(f"models/{model_id}/predictions", tenant_id=tenant_id, params=params)
+        result = await self.get(f"training/models/{model_id}/predictions", tenant_id=tenant_id, params=params)
         return result.get("predictions", []) if result else None