Merge pull request #3 from tomchristie/master

Merge upstream

3 files changed, 11 insertions, 11 deletions

diff --git a/docs/tutorial/1-serialization.md b/docs/tutorial/1-serialization.md
index a3c19858..52c75d2c 100644
--- a/docs/tutorial/1-serialization.md
+++ b/docs/tutorial/1-serialization.md
@@ -110,21 +110,21 @@ The first thing we need to get started on our Web API is to provide a way of ser
         style = serializers.ChoiceField(choices=STYLE_CHOICES,
                                         default='friendly')
 
-        def create(self, validated_attrs):
+        def create(self, validated_data):
             """
             Create and return a new `Snippet` instance, given the validated data.
             """
-            return Snippet.objects.create(**validated_attrs)
+            return Snippet.objects.create(**validated_data)
 
-        def update(self, instance, validated_attrs):
+        def update(self, instance, validated_data):
             """
             Update and return an existing `Snippet` instance, given the validated data.
             """
-            instance.title = validated_attrs.get('title', instance.title)
-            instance.code = validated_attrs.get('code', instance.code)
-            instance.linenos = validated_attrs.get('linenos', instance.linenos)
-            instance.language = validated_attrs.get('language', instance.language)
-            instance.style = validated_attrs.get('style', instance.style)
+            instance.title = validated_data.get('title', instance.title)
+            instance.code = validated_data.get('code', instance.code)
+            instance.linenos = validated_data.get('linenos', instance.linenos)
+            instance.language = validated_data.get('language', instance.language)
+            instance.style = validated_data.get('style', instance.style)
             instance.save()
             return instance
 
diff --git a/docs/tutorial/6-viewsets-and-routers.md b/docs/tutorial/6-viewsets-and-routers.md
index 3fad509a..816e9da6 100644
--- a/docs/tutorial/6-viewsets-and-routers.md
+++ b/docs/tutorial/6-viewsets-and-routers.md
@@ -112,7 +112,7 @@ Here's our re-wired `urls.py` file.
     router.register(r'users', views.UserViewSet)
 
     # The API URLs are now determined automatically by the router.
-    # Additionally, we include the login URLs for the browseable API.
+    # Additionally, we include the login URLs for the browsable API.
     urlpatterns = [
         url(r'^', include(router.urls)),
         url(r'^api-auth/', include('rest_framework.urls', namespace='rest_framework'))
@@ -130,7 +130,7 @@ That doesn't mean it's always the right approach to take.  There's a similar set
 
 ## Reviewing our work
 
-With an incredibly small amount of code, we've now got a complete pastebin Web API, which is fully web browseable, and comes complete with authentication, per-object permissions, and multiple renderer formats.
+With an incredibly small amount of code, we've now got a complete pastebin Web API, which is fully web browsable, and comes complete with authentication, per-object permissions, and multiple renderer formats.
 
 We've walked through each step of the design process, and seen how if we need to customize anything we can gradually work our way down to simply using regular Django views.
 
diff --git a/docs/tutorial/quickstart.md b/docs/tutorial/quickstart.md
index 1c398c1f..3e1ce0a9 100644
--- a/docs/tutorial/quickstart.md
+++ b/docs/tutorial/quickstart.md
@@ -100,7 +100,7 @@ Okay, now let's wire up the API URLs.  On to `tutorial/urls.py`...
     router.register(r'groups', views.GroupViewSet)
 
     # Wire up our API using automatic URL routing.
-    # Additionally, we include login URLs for the browseable API.
+    # Additionally, we include login URLs for the browsable API.
     urlpatterns = [
         url(r'^', include(router.urls)),
         url(r'^api-auth/', include('rest_framework.urls', namespace='rest_framework'))