lint

semantic_router/layer.py

@@ -75,9 +75,7 @@ class RouteLayer:
             scores, idx = top_scores(sim, top_k)
             # get the utterance categories (route names)
             routes = self.categories[idx] if self.categories is not None else []
-            return [
-                {"route": d, "score": s.item()} for d, s in zip(routes, scores)
-            ]
+            return [{"route": d, "score": s.item()} for d, s in zip(routes, scores)]
         else:
             return []
 
@@ -92,9 +90,7 @@ class RouteLayer:
                 scores_by_class[route] = [score]
 
         # Calculate total score for each class
-        total_scores = {
-            route: sum(scores) for route, scores in scores_by_class.items()
-        }
+        total_scores = {route: sum(scores) for route, scores in scores_by_class.items()}
         top_class = max(total_scores, key=lambda x: total_scores[x], default=None)
 
         # Return the top class and its associated scores
@@ -201,9 +197,7 @@ class HybridRouteLayer:
             scores = total_sim[idx]
             # get the utterance categories (route names)
             routes = self.categories[idx] if self.categories is not None else []
-            return [
-                {"route": d, "score": s.item()} for d, s in zip(routes, scores)
-            ]
+            return [{"route": d, "score": s.item()} for d, s in zip(routes, scores)]
         else:
             return []
 
@@ -224,9 +218,7 @@ class HybridRouteLayer:
                 scores_by_class[route] = [score]
 
         # Calculate total score for each class
-        total_scores = {
-            route: sum(scores) for route, scores in scores_by_class.items()
-        }
+        total_scores = {route: sum(scores) for route, scores in scores_by_class.items()}
         top_class = max(total_scores, key=lambda x: total_scores[x], default=None)
 
         # Return the top class and its associated scores

tests/unit/test_layer.py

@@ -117,9 +117,7 @@ class TestRouteLayer:
 
 class TestHybridRouteLayer:
     def test_initialization(self, openai_encoder, routes):
-        route_layer = HybridRouteLayer(
-            encoder=openai_encoder, routes=routes
-        )
+        route_layer = HybridRouteLayer(encoder=openai_encoder, routes=routes)
         assert route_layer.score_threshold == 0.82
         assert len(route_layer.index) == 5
         assert len(set(route_layer.categories)) == 2
@@ -146,9 +144,7 @@ class TestHybridRouteLayer:
         assert len(set(route_layer.categories)) == 2
 
     def test_query_and_classification(self, openai_encoder, routes):
-        route_layer = HybridRouteLayer(
-            encoder=openai_encoder, routes=routes
-        )
+        route_layer = HybridRouteLayer(encoder=openai_encoder, routes=routes)
         query_result = route_layer("Hello")
         assert query_result in ["Route 1", "Route 2"]
 
@@ -157,9 +153,7 @@ class TestHybridRouteLayer:
         assert route_layer("Anything") is None
 
     def test_semantic_classify(self, openai_encoder, routes):
-        route_layer = HybridRouteLayer(
-            encoder=openai_encoder, routes=routes
-        )
+        route_layer = HybridRouteLayer(encoder=openai_encoder, routes=routes)
         classification, score = route_layer._semantic_classify(
             [
                 {"route": "Route 1", "score": 0.9},
@@ -170,9 +164,7 @@ class TestHybridRouteLayer:
         assert score == [0.9]
 
     def test_semantic_classify_multiple_routes(self, openai_encoder, routes):
-        route_layer = HybridRouteLayer(
-            encoder=openai_encoder, routes=routes
-        )
+        route_layer = HybridRouteLayer(encoder=openai_encoder, routes=routes)
         classification, score = route_layer._semantic_classify(
             [
                 {"route": "Route 1", "score": 0.9},

tests/unit/test_schema.py

@@ -49,9 +49,7 @@ class TestSemanticSpaceDataclass:
         assert semantic_space.routes == []
 
     def test_semanticspace_add_route(self):
-        route = Route(
-            name="test", utterances=["hello", "hi"], description="greeting"
-        )
+        route = Route(name="test", utterances=["hello", "hi"], description="greeting")
         semantic_space = SemanticSpace()
         semantic_space.add(route)