diff --git a/app/models.py b/app/models.py
index b757e4d..37815b7 100644
--- a/app/models.py
+++ b/app/models.py
@@ -18,6 +18,8 @@ class XZNSH(models.Model):
     is_violation = models.BooleanField(verbose_name='是否违规', null=True, blank=True)
     # 违规原因
     violation_reason = models.CharField(max_length=255, verbose_name='违规原因', null=True, blank=True)
+    # 相对时间
+    relative_time = models.FloatField(default=0, verbose_name='相对时间')
     # 缩略图
     thumbnail = models.CharField(max_length=100, verbose_name='缩略图')
     # 视频路径
diff --git a/app/serializers.py b/app/serializers.py
index ff92bd3..df0cbbc 100644
--- a/app/serializers.py
+++ b/app/serializers.py
@@ -30,7 +30,7 @@ class SerialFilter(FilterSet):
     end_time = django_filters.DateTimeFilter(field_name='record_time', method='time_range_filter')
     # todo bug: start_time 和 end_time同一天的情况   done
     violation = django_filters.NumberFilter(field_name='is_violation', method='is_violation_query')
-    violation_type = django_filters.CharFilter(field_name='ai_analysis', lookup_expr='icontains')
+    violation_type = django_filters.CharFilter(field_name='violation_reason', lookup_expr='icontains')
 
     def time_range_filter(self, queryset, name, value):
         """
diff --git a/app/urls.py b/app/urls.py
index 933144f..b05f915 100644
--- a/app/urls.py
+++ b/app/urls.py
@@ -25,5 +25,7 @@ urlpatterns = [
     path('', include(router.urls)),
     path('add_user', views.RegisterLoginViewSet.as_view({"post": "register"})),
     path('login', views.LoginView.as_view({"post": "login"})),
-    path('events', views.XZNSHModelViewSet.as_view({"get": "get_events"}))
+    path('events', views.XZNSHModelViewSet.as_view({"get": "get_events"})),
+    path('scenes', views.XZNSHModelViewSet.as_view({"get": "get_scenes"})),
+    path('violation_reasons', views.XZNSHModelViewSet.as_view({"get": "get_violation_reason"}))
 ]
diff --git a/app/views.py b/app/views.py
index b4724f4..b429763 100644
--- a/app/views.py
+++ b/app/views.py
@@ -27,17 +27,32 @@ class XZNSHModelViewSet(viewsets.ModelViewSet):
     filterset_class = SerialFilter
 
     def get_events(self, request, *args, **kwargs):
-        res = self.queryset.values('event_type').annotate(count=Count('event_type')).order_by('-count')
-        result = list(res)
+        res = self.queryset.values("event_type").filter(event_type__isnull=False).annotate(count=Count("event_type")).order_by('-count')
+        response = self.filter_filed("event_type", res)
+        return Response(response)
+
+    def get_scenes(self, request, *args, **kwargs):
+        res = self.queryset.values("scene").filter(scene__isnull=False).annotate(count=Count("scene")).order_by('-count')
+        response = self.filter_filed("scene", res)
+        return Response(response)
+
+    def get_violation_reason(self, request, *args, **kwargs):
+        res = self.queryset.values("violation_reason").filter(violation_reason__isnull=False).annotate(count=Count("violation_reason")).order_by('-count')
+        response = self.filter_filed("violation_reason", res)
+        return Response(response)
+
+    @staticmethod
+    def filter_filed(filed_name, query_set):
+        result = list(query_set)
         data = dict()
         for index, item in enumerate(result, 1):
-            data[index] = item.get('event_type')
+            data[index] = item.get(filed_name)
         response = {
             'success': True,
             'msg': '查询成功',
             'data': data
         }
-        return Response(response)
+        return response
 
 
 class RegisterLoginViewSet(viewsets.ModelViewSet):
diff --git a/mymiddleware/middleware.py b/mymiddleware/middleware.py
index 6004c95..5585e29 100644
--- a/mymiddleware/middleware.py
+++ b/mymiddleware/middleware.py
@@ -15,7 +15,7 @@ class CheckTokenMiddleware(MiddlewareMixin):
     def process_request(self, request):
         # todo 登录时不需要校验token
         path_info = request.path_info
-        if path_info.endswith('login'):
+        if path_info.endswith('login') or path_info.endswith('add_user'):
             return
         my_auth = request.META.get('HTTP_TOKEN')
         if not my_auth: