diff --git a/src/drf_yasg/generators.py b/src/drf_yasg/generators.py
index 522d27d..3f1979f 100644
--- a/src/drf_yasg/generators.py
+++ b/src/drf_yasg/generators.py
@@ -1,15 +1,13 @@
 import re
 from collections import defaultdict, OrderedDict
 
-import django.db.models
 import uritemplate
-from coreapi.compat import force_text
 from rest_framework.schemas.generators import SchemaGenerator, EndpointEnumerator as _EndpointEnumerator
-from rest_framework.schemas.inspectors import get_pk_description
 
 from . import openapi
 from .inspectors import SwaggerAutoSchema
 from .openapi import ReferenceResolver
+from .utils import inspect_model_field, get_model_field
 
 PATH_PARAMETER_RE = re.compile(r'{(?P<parameter>\w+)}')
 
@@ -82,9 +80,9 @@ class OpenAPISchemaGenerator(object):
         :return: the generated Swagger specification
         :rtype: openapi.Swagger
         """
-        endpoints = self.get_endpoints(None if public else request)
+        endpoints = self.get_endpoints(request)
         components = ReferenceResolver(openapi.SCHEMA_DEFINITIONS)
-        paths = self.get_paths(endpoints, components)
+        paths = self.get_paths(endpoints, components, public)
 
         url = self._gen.url
         if not url and request is not None:
@@ -114,9 +112,9 @@ class OpenAPISchemaGenerator(object):
         return view
 
     def get_endpoints(self, request=None):
-        """Iterate over all the registered endpoints in the API.
+        """Iterate over all the registered endpoints in the API and return a fake view with the right parameters.
 
-        :param rest_framework.request.Request request: used for returning only endpoints available to the given request
+        :param rest_framework.request.Request request: request to bind to the endpoint views
         :return: {path: (view_class, list[(http_method, view_instance)])
         :rtype: dict
         """
@@ -151,11 +149,12 @@ class OpenAPISchemaGenerator(object):
         """
         return self._gen.get_keys(subpath, method, view)
 
-    def get_paths(self, endpoints, components):
+    def get_paths(self, endpoints, components, public):
         """Generate the Swagger Paths for the API from the given endpoints.
 
         :param dict endpoints: endpoints as returned by get_endpoints
         :param ReferenceResolver components: resolver/container for Swagger References
+        :param bool public: if True, all endpoints are included regardless of access through `request`
         :rtype: openapi.Paths
         """
         if not endpoints:
@@ -169,7 +168,7 @@ class OpenAPISchemaGenerator(object):
             path_parameters = self.get_path_parameters(path, view_cls)
             operations = {}
             for method, view in methods:
-                if not self._gen.has_view_permissions(path, method, view):
+                if not public and not self._gen.has_view_permissions(path, method, view):
                     continue
 
                 operation_keys = self.get_operation_keys(path[len(prefix):], method, view)
@@ -209,36 +208,20 @@ class OpenAPISchemaGenerator(object):
         :rtype: list[openapi.Parameter]
         """
         parameters = []
+        queryset = getattr(view_cls, 'queryset', None)
         model = getattr(getattr(view_cls, 'queryset', None), 'model', None)
 
         for variable in uritemplate.variables(path):
-            pattern = None
-            type = openapi.TYPE_STRING
-            description = None
-            if model is not None:
-                # Attempt to infer a field description if possible.
-                try:
-                    model_field = model._meta.get_field(variable)
-                except Exception:  # pragma: no cover
-                    model_field = None
-
-                if model_field is not None and model_field.help_text:
-                    description = force_text(model_field.help_text)
-                elif model_field is not None and model_field.primary_key:
-                    description = get_pk_description(model, model_field)
-
-                if hasattr(view_cls, 'lookup_value_regex') and getattr(view_cls, 'lookup_field', None) == variable:
-                    pattern = view_cls.lookup_value_regex
-                elif isinstance(model_field, django.db.models.AutoField):
-                    type = openapi.TYPE_INTEGER
+            model, model_field = get_model_field(queryset, variable)
+            attrs = inspect_model_field(model, model_field)
+            if hasattr(view_cls, 'lookup_value_regex') and getattr(view_cls, 'lookup_field', None) == variable:
+                attrs['pattern'] = view_cls.lookup_value_regex
 
             field = openapi.Parameter(
                 name=variable,
                 required=True,
                 in_=openapi.IN_PATH,
-                type=type,
-                pattern=pattern,
-                description=description,
+                **attrs
             )
             parameters.append(field)
 
diff --git a/src/drf_yasg/openapi.py b/src/drf_yasg/openapi.py
index 7e6e34b..8b3d3b0 100644
--- a/src/drf_yasg/openapi.py
+++ b/src/drf_yasg/openapi.py
@@ -309,6 +309,7 @@ class Items(SwaggerDict):
         :param .Items items: only valid if `type` is ``array``
         """
         super(Items, self).__init__(**extra)
+        assert type is not None, "type is required!"
         self.type = type
         self.format = format
         self.enum = enum
@@ -372,6 +373,7 @@ class Schema(SwaggerDict):
             # common error
             raise AssertionError(
                 "the `requires` attribute of schema must be an array of required properties, not a boolean!")
+        assert type is not None, "type is required!"
         self.description = description
         self.required = required
         self.type = type
diff --git a/src/drf_yasg/templates/drf-yasg/swagger-ui.html b/src/drf_yasg/templates/drf-yasg/swagger-ui.html
index 12ac96a..0a2ad2a 100644
--- a/src/drf_yasg/templates/drf-yasg/swagger-ui.html
+++ b/src/drf_yasg/templates/drf-yasg/swagger-ui.html
@@ -163,7 +163,14 @@
             plugins: [
                 SwaggerUIBundle.plugins.DownloadUrl
             ],
-            layout: "StandaloneLayout"
+            layout: "StandaloneLayout",
+            filter: true,
+            requestInterceptor: function(request) {
+                console.log(request);
+                var headers = request.headers || {};
+                headers["X-CSRFToken"] = document.querySelector("[name=csrfmiddlewaretoken]").value;
+                return request;
+            }
         };
 
         var swaggerSettings = {};
diff --git a/src/drf_yasg/utils.py b/src/drf_yasg/utils.py
index 3a74ae8..01a2642 100644
--- a/src/drf_yasg/utils.py
+++ b/src/drf_yasg/utils.py
@@ -1,14 +1,20 @@
+import logging
 from collections import OrderedDict
 
 from django.core.validators import RegexValidator
+from django.db import models
 from django.utils.encoding import force_text
 from rest_framework import serializers
 from rest_framework.mixins import RetrieveModelMixin, DestroyModelMixin, UpdateModelMixin
+from rest_framework.schemas.inspectors import get_pk_description
 from rest_framework.settings import api_settings
+from rest_framework.utils import json, encoders
 
 from . import openapi
 from .errors import SwaggerGenerationError
 
+logger = logging.getLogger(__name__)
+
 #: used to forcibly remove the body of a request via :func:`.swagger_auto_schema`
 no_body = object()
 
@@ -157,6 +163,87 @@ def swagger_auto_schema(method=None, methods=None, auto_schema=None, request_bod
     return decorator
 
 
+def get_model_field(queryset, field_name):
+    """Try to get information about a model and model field from a queryset.
+
+    :param queryset: the queryset
+    :param field_name: the target field name
+    :returns: the model and target field from the queryset as a 2-tuple; both elements can be ``None``
+    :rtype: tuple
+    """
+    model = getattr(queryset, 'model', None)
+    try:
+        model_field = model._meta.get_field(field_name)
+    except Exception:  # pragma: no cover
+        model_field = None
+
+    return model, model_field
+
+
+model_field_to_swagger_type = [
+    (models.AutoField, (openapi.TYPE_INTEGER, None)),
+    (models.BinaryField, (openapi.TYPE_STRING, openapi.FORMAT_BINARY)),
+    (models.BooleanField, (openapi.TYPE_BOOLEAN, None)),
+    (models.NullBooleanField, (openapi.TYPE_BOOLEAN, None)),
+    (models.DateTimeField, (openapi.TYPE_STRING, openapi.FORMAT_DATETIME)),
+    (models.DateField, (openapi.TYPE_STRING, openapi.FORMAT_DATE)),
+    (models.DecimalField, (openapi.TYPE_NUMBER, None)),
+    (models.DurationField, (openapi.TYPE_INTEGER, None)),
+    (models.FloatField, (openapi.TYPE_NUMBER, None)),
+    (models.IntegerField, (openapi.TYPE_INTEGER, None)),
+    (models.IPAddressField, (openapi.TYPE_STRING, openapi.FORMAT_IPV4)),
+    (models.GenericIPAddressField, (openapi.TYPE_STRING, openapi.FORMAT_IPV6)),
+    (models.SlugField, (openapi.TYPE_STRING, openapi.FORMAT_SLUG)),
+    (models.TextField, (openapi.TYPE_STRING, None)),
+    (models.TimeField, (openapi.TYPE_STRING, None)),
+    (models.UUIDField, (openapi.TYPE_STRING, openapi.FORMAT_UUID)),
+    (models.CharField, (openapi.TYPE_STRING, None)),
+]
+
+
+def inspect_model_field(model, model_field):
+    """Extract information from a django model field instance.
+
+    :param model: the django model
+    :param model_field: a field on the model
+    :return: description, type, format and pattern extracted from the model field
+    :rtype: OrderedDict
+    """
+    if model is not None and model_field is not None:
+        for model_field_class, tf in model_field_to_swagger_type:
+            if isinstance(model_field, model_field_class):
+                swagger_type, format = tf
+                break
+        else:
+            swagger_type, format = None, None
+
+        if format is None or format == openapi.FORMAT_SLUG:
+            pattern = find_regex(model_field)
+        else:
+            pattern = None
+
+        if model_field.help_text:
+            description = force_text(model_field.help_text)
+        elif model_field.primary_key:
+            description = get_pk_description(model, model_field)
+        else:
+            description = None
+    else:
+        description = None
+        swagger_type = None
+        format = None
+        pattern = None
+
+    result = OrderedDict([
+        ('description', description),
+        ('type', swagger_type or openapi.TYPE_STRING),
+        ('format', format),
+        ('pattern', pattern)
+    ])
+    # TODO: filter none
+    return result
+
+
 def serializer_field_to_swagger(field, swagger_object_type, definitions=None, **kwargs):
     """Convert a drf Serializer or Field instance into a Swagger object.
 
@@ -176,17 +263,50 @@ def serializer_field_to_swagger(field, swagger_object_type, definitions=None, **
     description = force_text(field.help_text) if field.help_text else None
     description = description if swagger_object_type != openapi.Items else None  # Items has no description either
 
-    def SwaggerType(**instance_kwargs):
+    def SwaggerType(existing_object=None, **instance_kwargs):
         if swagger_object_type == openapi.Parameter and 'required' not in instance_kwargs:
             instance_kwargs['required'] = field.required
         if swagger_object_type != openapi.Items and 'default' not in instance_kwargs:
             default = getattr(field, 'default', serializers.empty)
             if default is not serializers.empty:
-                instance_kwargs['default'] = default
+                if callable(default):
+                    try:
+                        if hasattr(default, 'set_context'):
+                            default.set_context(field)
+                        default = default()
+                    except Exception as e:
+                        logger.warning("default for %s is callable but it raised an exception when "
+                                       "called; 'default' field will not be added to schema", field, exc_info=True)
+                        default = None
+
+                if default is not None:
+                    try:
+                        default = field.to_representation(default)
+                        # JSON roundtrip ensures that the value is valid JSON;
+                        # for example, sets get transformed into lists
+                        default = json.loads(json.dumps(default, cls=encoders.JSONEncoder))
+                    except Exception:
+                        logger.warning("'default' on schema for %s will not be set because "
+                                       "to_representation raised an exception", field, exc_info=True)
+                        default = None
+
+                if default is not None:
+                    instance_kwargs['default'] = default
+
         if swagger_object_type == openapi.Schema and 'read_only' not in instance_kwargs:
             if field.read_only:
                 instance_kwargs['read_only'] = True
         instance_kwargs.update(kwargs)
+        instance_kwargs.pop('title', None)
+        instance_kwargs.pop('description', None)
+
+        if existing_object is not None:
+            existing_object.title = title
+            existing_object.description = description
+            for attr, val in instance_kwargs.items():
+                setattr(existing_object, attr, val)
+            return existing_object
+
         return swagger_object_type(title=title, description=description, **instance_kwargs)
 
     # arrays in Schema have Schema elements, arrays in Parameter and Items have Items elements
@@ -238,8 +358,29 @@ def serializer_field_to_swagger(field, swagger_object_type, definitions=None, **
             items=child_schema,
             unique_items=True,  # is this OK?
         )
+    elif isinstance(field, serializers.PrimaryKeyRelatedField):
+        if field.pk_field:
+            result = serializer_field_to_swagger(field.pk_field, swagger_object_type, definitions, **kwargs)
+            return SwaggerType(existing_object=result)
+
+        attrs = {'type': openapi.TYPE_STRING}
+        try:
+            model = field.queryset.model
+            pk_field = model._meta.pk
+        except Exception:
+            logger.warning("an exception was raised when attempting to extract the primary key related to %s; "
+                           "falling back to plain string" % field, exc_info=True)
+        else:
+            attrs.update(inspect_model_field(model, pk_field))
+
+        return SwaggerType(**attrs)
+    elif isinstance(field, serializers.HyperlinkedRelatedField):
+        return SwaggerType(type=openapi.TYPE_STRING, format=openapi.FORMAT_URI)
+    elif isinstance(field, serializers.SlugRelatedField):
+        model, model_field = get_model_field(field.queryset, field.slug_field)
+        attrs = inspect_model_field(model, model_field)
+        return SwaggerType(**attrs)
     elif isinstance(field, serializers.RelatedField):
-        # TODO: infer type for PrimaryKeyRelatedField?
         return SwaggerType(type=openapi.TYPE_STRING)
     # ------ CHOICES
     elif isinstance(field, serializers.MultipleChoiceField):
@@ -253,7 +394,7 @@ def serializer_field_to_swagger(field, swagger_object_type, definitions=None, **
     elif isinstance(field, serializers.ChoiceField):
         return SwaggerType(type=openapi.TYPE_STRING, enum=list(field.choices.keys()))
     # ------ BOOL
-    elif isinstance(field, serializers.BooleanField):
+    elif isinstance(field, (serializers.BooleanField, serializers.NullBooleanField)):
         return SwaggerType(type=openapi.TYPE_BOOLEAN)
     # ------ NUMERIC
     elif isinstance(field, (serializers.DecimalField, serializers.FloatField)):
@@ -262,6 +403,8 @@ def serializer_field_to_swagger(field, swagger_object_type, definitions=None, **
     elif isinstance(field, serializers.IntegerField):
         # TODO: min_value max_value
         return SwaggerType(type=openapi.TYPE_INTEGER)
+    elif isinstance(field, serializers.DurationField):
+        return SwaggerType(type=openapi.TYPE_INTEGER)
     # ------ STRING
     elif isinstance(field, serializers.EmailField):
         return SwaggerType(type=openapi.TYPE_STRING, format=openapi.FORMAT_EMAIL)
@@ -308,8 +451,10 @@ def serializer_field_to_swagger(field, swagger_object_type, definitions=None, **
             type=openapi.TYPE_OBJECT,
             additional_properties=child_schema
         )
+    elif isinstance(field, serializers.ModelField):
+        return SwaggerType(type=openapi.TYPE_STRING)
 
-    # TODO unhandled fields: TimeField DurationField HiddenField ModelField NullBooleanField? JSONField
+    # TODO unhandled fields: TimeField HiddenField JSONField
 
     # everything else gets string by default
     return SwaggerType(type=openapi.TYPE_STRING)
diff --git a/testproj/articles/migrations/0001_initial.py b/testproj/articles/migrations/0001_initial.py
index 75452fd..6d82083 100644
--- a/testproj/articles/migrations/0001_initial.py
+++ b/testproj/articles/migrations/0001_initial.py
@@ -1,6 +1,8 @@
-# Generated by Django 2.0 on 2017-12-05 04:05
+# Generated by Django 2.0 on 2017-12-23 09:07
 
+from django.conf import settings
 from django.db import migrations, models
+import django.db.models.deletion
 
 
 class Migration(migrations.Migration):
@@ -8,6 +10,7 @@ class Migration(migrations.Migration):
     initial = True
 
     dependencies = [
+        migrations.swappable_dependency(settings.AUTH_USER_MODEL),
     ]
 
     operations = [
@@ -15,12 +18,13 @@ class Migration(migrations.Migration):
             name='Article',
             fields=[
                 ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
-                ('title', models.CharField(help_text='Main article headline', max_length=255, unique=True)),
-                ('body', models.TextField(help_text='Article content', max_length=5000)),
-                ('slug', models.SlugField(blank=True, help_text='Unique URL slug identifying the article', unique=True)),
+                ('title', models.CharField(help_text='title model help_text', max_length=255, unique=True)),
+                ('body', models.TextField(help_text='article model help_text', max_length=5000)),
+                ('slug', models.SlugField(blank=True, help_text='slug model help_text', unique=True)),
                 ('date_created', models.DateTimeField(auto_now_add=True)),
                 ('date_modified', models.DateTimeField(auto_now=True)),
                 ('cover', models.ImageField(blank=True, upload_to='article/original/')),
+                ('author', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='articles', to=settings.AUTH_USER_MODEL)),
             ],
         ),
     ]
diff --git a/testproj/articles/models.py b/testproj/articles/models.py
index 3031616..24878b8 100644
--- a/testproj/articles/models.py
+++ b/testproj/articles/models.py
@@ -7,5 +7,6 @@ class Article(models.Model):
     slug = models.SlugField(help_text="slug model help_text", unique=True, blank=True)
     date_created = models.DateTimeField(auto_now_add=True)
     date_modified = models.DateTimeField(auto_now=True)
+    author = models.ForeignKey('auth.User', related_name='articles', on_delete=models.CASCADE)
 
     cover = models.ImageField(upload_to='article/original/', blank=True)
diff --git a/testproj/articles/serializers.py b/testproj/articles/serializers.py
index a01ad8c..ee90e2c 100644
--- a/testproj/articles/serializers.py
+++ b/testproj/articles/serializers.py
@@ -7,17 +7,26 @@ class ArticleSerializer(serializers.ModelSerializer):
     references = serializers.DictField(
         help_text="this is a really bad example",
         child=serializers.URLField(help_text="but i needed to test these 2 fields somehow"),
+        read_only=True,
     )
-    uuid = serializers.UUIDField(help_text="should articles have UUIDs?")
+    uuid = serializers.UUIDField(help_text="should articles have UUIDs?", read_only=True)
     cover_name = serializers.FileField(use_url=False, source='cover', read_only=True)
 
     class Meta:
         model = Article
-        fields = ('title', 'body', 'slug', 'date_created', 'date_modified',
+        fields = ('title', 'author', 'body', 'slug', 'date_created', 'date_modified',
                   'references', 'uuid', 'cover', 'cover_name')
-        read_only_fields = ('date_created', 'date_modified')
+        read_only_fields = ('date_created', 'date_modified',
+                            'references', 'uuid', 'cover_name')
         lookup_field = 'slug'
-        extra_kwargs = {'body': {'help_text': 'body serializer help_text'}}
+        extra_kwargs = {
+            'body': {'help_text': 'body serializer help_text'},
+            'author': {
+                'default': serializers.CurrentUserDefault(),
+                'help_text': "The ID of the user that created this article; if none is provided, "
+                             "defaults to the currently logged in user."
+            },
+        }
 
 
 class ImageUploadSerializer(serializers.Serializer):
diff --git a/testproj/articles/views.py b/testproj/articles/views.py
index 3a15d9d..860e681 100644
--- a/testproj/articles/views.py
+++ b/testproj/articles/views.py
@@ -20,6 +20,11 @@ class NoPagingAutoSchema(SwaggerAutoSchema):
         return False
 
 
+class ArticlePagination(LimitOffsetPagination):
+    default_limit = 5
+    max_limit = 25
+
+
 @method_decorator(name='list', decorator=swagger_auto_schema(
     operation_description="description from swagger_auto_schema via method_decorator"
 ))
@@ -41,12 +46,11 @@ class ArticleViewSet(viewsets.ModelViewSet):
     lookup_value_regex = r'[a-z0-9]+(?:-[a-z0-9]+)'
     serializer_class = serializers.ArticleSerializer
 
-    pagination_class = LimitOffsetPagination
-    max_page_size = 5
+    pagination_class = ArticlePagination
     filter_backends = (DjangoFilterBackend, OrderingFilter)
     filter_fields = ('title',)
-    ordering_fields = ('date_modified',)
-    ordering = ('username',)
+    ordering_fields = ('date_modified', 'date_created')
+    ordering = ('date_created',)
 
     @swagger_auto_schema(auto_schema=NoPagingAutoSchema)
     @list_route(methods=['get'])
diff --git a/testproj/db.sqlite3 b/testproj/db.sqlite3
index 40d2009..532719e 100644
Binary files a/testproj/db.sqlite3 and b/testproj/db.sqlite3 differ
diff --git a/testproj/snippets/migrations/0001_initial.py b/testproj/snippets/migrations/0001_initial.py
index ad6451d..57ae038 100644
--- a/testproj/snippets/migrations/0001_initial.py
+++ b/testproj/snippets/migrations/0001_initial.py
@@ -1,8 +1,8 @@
-# -*- coding: utf-8 -*-
-# Generated by Django 1.11.7 on 2017-11-29 21:28
-from __future__ import unicode_literals
+# Generated by Django 2.0 on 2017-12-23 09:07
 
+from django.conf import settings
 from django.db import migrations, models
+import django.db.models.deletion
 
 
 class Migration(migrations.Migration):
@@ -10,6 +10,7 @@ class Migration(migrations.Migration):
     initial = True
 
     dependencies = [
+        migrations.swappable_dependency(settings.AUTH_USER_MODEL),
     ]
 
     operations = [
@@ -19,10 +20,11 @@ class Migration(migrations.Migration):
                 ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
                 ('created', models.DateTimeField(auto_now_add=True)),
                 ('title', models.CharField(blank=True, default='', max_length=100)),
-                ('code', models.TextField()),
+                ('code', models.TextField(help_text='code model help text')),
                 ('linenos', models.BooleanField(default=False)),
                 ('language', models.CharField(choices=[('abap', 'ABAP'), ('abnf', 'ABNF'), ('ada', 'Ada'), ('adl', 'ADL'), ('agda', 'Agda'), ('aheui', 'Aheui'), ('ahk', 'autohotkey'), ('alloy', 'Alloy'), ('ampl', 'Ampl'), ('antlr', 'ANTLR'), ('antlr-as', 'ANTLR With ActionScript Target'), ('antlr-cpp', 'ANTLR With CPP Target'), ('antlr-csharp', 'ANTLR With C# Target'), ('antlr-java', 'ANTLR With Java Target'), ('antlr-objc', 'ANTLR With ObjectiveC Target'), ('antlr-perl', 'ANTLR With Perl Target'), ('antlr-python', 'ANTLR With Python Target'), ('antlr-ruby', 'ANTLR With Ruby Target'), ('apacheconf', 'ApacheConf'), ('apl', 'APL'), ('applescript', 'AppleScript'), ('arduino', 'Arduino'), ('as', 'ActionScript'), ('as3', 'ActionScript 3'), ('aspectj', 'AspectJ'), ('aspx-cs', 'aspx-cs'), ('aspx-vb', 'aspx-vb'), ('asy', 'Asymptote'), ('at', 'AmbientTalk'), ('autoit', 'AutoIt'), ('awk', 'Awk'), ('basemake', 'Base Makefile'), ('bash', 'Bash'), ('bat', 'Batchfile'), ('bbcode', 'BBCode'), ('bc', 'BC'), ('befunge', 'Befunge'), ('bib', 'BibTeX'), ('blitzbasic', 'BlitzBasic'), ('blitzmax', 'BlitzMax'), ('bnf', 'BNF'), ('boo', 'Boo'), ('boogie', 'Boogie'), ('brainfuck', 'Brainfuck'), ('bro', 'Bro'), ('bst', 'BST'), ('bugs', 'BUGS'), ('c', 'C'), ('c-objdump', 'c-objdump'), ('ca65', 'ca65 assembler'), ('cadl', 'cADL'), ('camkes', 'CAmkES'), ('capdl', 'CapDL'), ('capnp', "Cap'n Proto"), ('cbmbas', 'CBM BASIC V2'), ('ceylon', 'Ceylon'), ('cfc', 'Coldfusion CFC'), ('cfengine3', 'CFEngine3'), ('cfm', 'Coldfusion HTML'), ('cfs', 'cfstatement'), ('chai', 'ChaiScript'), ('chapel', 'Chapel'), ('cheetah', 'Cheetah'), ('cirru', 'Cirru'), ('clay', 'Clay'), ('clean', 'Clean'), ('clojure', 'Clojure'), ('clojurescript', 'ClojureScript'), ('cmake', 'CMake'), ('cobol', 'COBOL'), ('cobolfree', 'COBOLFree'), ('coffee-script', 'CoffeeScript'), ('common-lisp', 'Common Lisp'), ('componentpascal', 'Component Pascal'), ('console', 'Bash Session'), ('control', 'Debian Control file'), ('coq', 'Coq'), ('cpp', 'C++'), ('cpp-objdump', 'cpp-objdump'), ('cpsa', 'CPSA'), ('cr', 'Crystal'), ('crmsh', 'Crmsh'), ('croc', 'Croc'), ('cryptol', 'Cryptol'), ('csharp', 'C#'), ('csound', 'Csound Orchestra'), ('csound-document', 'Csound Document'), ('csound-score', 'Csound Score'), ('css', 'CSS'), ('css+django', 'CSS+Django/Jinja'), ('css+erb', 'CSS+Ruby'), ('css+genshitext', 'CSS+Genshi Text'), ('css+lasso', 'CSS+Lasso'), ('css+mako', 'CSS+Mako'), ('css+mozpreproc', 'CSS+mozpreproc'), ('css+myghty', 'CSS+Myghty'), ('css+php', 'CSS+PHP'), ('css+smarty', 'CSS+Smarty'), ('cucumber', 'Gherkin'), ('cuda', 'CUDA'), ('cypher', 'Cypher'), ('cython', 'Cython'), ('d', 'D'), ('d-objdump', 'd-objdump'), ('dart', 'Dart'), ('delphi', 'Delphi'), ('dg', 'dg'), ('diff', 'Diff'), ('django', 'Django/Jinja'), ('docker', 'Docker'), ('doscon', 'MSDOS Session'), ('dpatch', 'Darcs Patch'), ('dtd', 'DTD'), ('duel', 'Duel'), ('dylan', 'Dylan'), ('dylan-console', 'Dylan session'), ('dylan-lid', 'DylanLID'), ('earl-grey', 'Earl Grey'), ('easytrieve', 'Easytrieve'), ('ebnf', 'EBNF'), ('ec', 'eC'), ('ecl', 'ECL'), ('eiffel', 'Eiffel'), ('elixir', 'Elixir'), ('elm', 'Elm'), ('emacs', 'EmacsLisp'), ('erb', 'ERB'), ('erl', 'Erlang erl session'), ('erlang', 'Erlang'), ('evoque', 'Evoque'), ('extempore', 'xtlang'), ('ezhil', 'Ezhil'), ('factor', 'Factor'), ('fan', 'Fantom'), ('fancy', 'Fancy'), ('felix', 'Felix'), ('fish', 'Fish'), ('flatline', 'Flatline'), ('forth', 'Forth'), ('fortran', 'Fortran'), ('fortranfixed', 'FortranFixed'), ('foxpro', 'FoxPro'), ('fsharp', 'FSharp'), ('gap', 'GAP'), ('gas', 'GAS'), ('genshi', 'Genshi'), ('genshitext', 'Genshi Text'), ('glsl', 'GLSL'), ('gnuplot', 'Gnuplot'), ('go', 'Go'), ('golo', 'Golo'), ('gooddata-cl', 'GoodData-CL'), ('gosu', 'Gosu'), ('groff', 'Groff'), ('groovy', 'Groovy'), ('gst', 'Gosu Template'), ('haml', 'Haml'), ('handlebars', 'Handlebars'), ('haskell', 'Haskell'), ('haxeml', 'Hxml'), ('hexdump', 'Hexdump'), ('hsail', 'HSAIL'), ('html', 'HTML'), ('html+cheetah', 'HTML+Cheetah'), ('html+django', 'HTML+Django/Jinja'), ('html+evoque', 'HTML+Evoque'), ('html+genshi', 'HTML+Genshi'), ('html+handlebars', 'HTML+Handlebars'), ('html+lasso', 'HTML+Lasso'), ('html+mako', 'HTML+Mako'), ('html+myghty', 'HTML+Myghty'), ('html+ng2', 'HTML + Angular2'), ('html+php', 'HTML+PHP'), ('html+smarty', 'HTML+Smarty'), ('html+twig', 'HTML+Twig'), ('html+velocity', 'HTML+Velocity'), ('http', 'HTTP'), ('hx', 'Haxe'), ('hybris', 'Hybris'), ('hylang', 'Hy'), ('i6t', 'Inform 6 template'), ('idl', 'IDL'), ('idris', 'Idris'), ('iex', 'Elixir iex session'), ('igor', 'Igor'), ('inform6', 'Inform 6'), ('inform7', 'Inform 7'), ('ini', 'INI'), ('io', 'Io'), ('ioke', 'Ioke'), ('irc', 'IRC logs'), ('isabelle', 'Isabelle'), ('j', 'J'), ('jags', 'JAGS'), ('jasmin', 'Jasmin'), ('java', 'Java'), ('javascript+mozpreproc', 'Javascript+mozpreproc'), ('jcl', 'JCL'), ('jlcon', 'Julia console'), ('js', 'JavaScript'), ('js+cheetah', 'JavaScript+Cheetah'), ('js+django', 'JavaScript+Django/Jinja'), ('js+erb', 'JavaScript+Ruby'), ('js+genshitext', 'JavaScript+Genshi Text'), ('js+lasso', 'JavaScript+Lasso'), ('js+mako', 'JavaScript+Mako'), ('js+myghty', 'JavaScript+Myghty'), ('js+php', 'JavaScript+PHP'), ('js+smarty', 'JavaScript+Smarty'), ('jsgf', 'JSGF'), ('json', 'JSON'), ('json-object', 'JSONBareObject'), ('jsonld', 'JSON-LD'), ('jsp', 'Java Server Page'), ('julia', 'Julia'), ('juttle', 'Juttle'), ('kal', 'Kal'), ('kconfig', 'Kconfig'), ('koka', 'Koka'), ('kotlin', 'Kotlin'), ('lagda', 'Literate Agda'), ('lasso', 'Lasso'), ('lcry', 'Literate Cryptol'), ('lean', 'Lean'), ('less', 'LessCss'), ('lhs', 'Literate Haskell'), ('lidr', 'Literate Idris'), ('lighty', 'Lighttpd configuration file'), ('limbo', 'Limbo'), ('liquid', 'liquid'), ('live-script', 'LiveScript'), ('llvm', 'LLVM'), ('logos', 'Logos'), ('logtalk', 'Logtalk'), ('lsl', 'LSL'), ('lua', 'Lua'), ('make', 'Makefile'), ('mako', 'Mako'), ('maql', 'MAQL'), ('mask', 'Mask'), ('mason', 'Mason'), ('mathematica', 'Mathematica'), ('matlab', 'Matlab'), ('matlabsession', 'Matlab session'), ('md', 'markdown'), ('minid', 'MiniD'), ('modelica', 'Modelica'), ('modula2', 'Modula-2'), ('monkey', 'Monkey'), ('monte', 'Monte'), ('moocode', 'MOOCode'), ('moon', 'MoonScript'), ('mozhashpreproc', 'mozhashpreproc'), ('mozpercentpreproc', 'mozpercentpreproc'), ('mql', 'MQL'), ('mscgen', 'Mscgen'), ('mupad', 'MuPAD'), ('mxml', 'MXML'), ('myghty', 'Myghty'), ('mysql', 'MySQL'), ('nasm', 'NASM'), ('ncl', 'NCL'), ('nemerle', 'Nemerle'), ('nesc', 'nesC'), ('newlisp', 'NewLisp'), ('newspeak', 'Newspeak'), ('ng2', 'Angular2'), ('nginx', 'Nginx configuration file'), ('nim', 'Nimrod'), ('nit', 'Nit'), ('nixos', 'Nix'), ('nsis', 'NSIS'), ('numpy', 'NumPy'), ('nusmv', 'NuSMV'), ('objdump', 'objdump'), ('objdump-nasm', 'objdump-nasm'), ('objective-c', 'Objective-C'), ('objective-c++', 'Objective-C++'), ('objective-j', 'Objective-J'), ('ocaml', 'OCaml'), ('octave', 'Octave'), ('odin', 'ODIN'), ('ooc', 'Ooc'), ('opa', 'Opa'), ('openedge', 'OpenEdge ABL'), ('pacmanconf', 'PacmanConf'), ('pan', 'Pan'), ('parasail', 'ParaSail'), ('pawn', 'Pawn'), ('perl', 'Perl'), ('perl6', 'Perl6'), ('php', 'PHP'), ('pig', 'Pig'), ('pike', 'Pike'), ('pkgconfig', 'PkgConfig'), ('plpgsql', 'PL/pgSQL'), ('postgresql', 'PostgreSQL SQL dialect'), ('postscript', 'PostScript'), ('pot', 'Gettext Catalog'), ('pov', 'POVRay'), ('powershell', 'PowerShell'), ('praat', 'Praat'), ('prolog', 'Prolog'), ('properties', 'Properties'), ('protobuf', 'Protocol Buffer'), ('ps1con', 'PowerShell Session'), ('psql', 'PostgreSQL console (psql)'), ('pug', 'Pug'), ('puppet', 'Puppet'), ('py3tb', 'Python 3.0 Traceback'), ('pycon', 'Python console session'), ('pypylog', 'PyPy Log'), ('pytb', 'Python Traceback'), ('python', 'Python'), ('python3', 'Python 3'), ('qbasic', 'QBasic'), ('qml', 'QML'), ('qvto', 'QVTO'), ('racket', 'Racket'), ('ragel', 'Ragel'), ('ragel-c', 'Ragel in C Host'), ('ragel-cpp', 'Ragel in CPP Host'), ('ragel-d', 'Ragel in D Host'), ('ragel-em', 'Embedded Ragel'), ('ragel-java', 'Ragel in Java Host'), ('ragel-objc', 'Ragel in Objective C Host'), ('ragel-ruby', 'Ragel in Ruby Host'), ('raw', 'Raw token data'), ('rb', 'Ruby'), ('rbcon', 'Ruby irb session'), ('rconsole', 'RConsole'), ('rd', 'Rd'), ('rebol', 'REBOL'), ('red', 'Red'), ('redcode', 'Redcode'), ('registry', 'reg'), ('resource', 'ResourceBundle'), ('rexx', 'Rexx'), ('rhtml', 'RHTML'), ('rnc', 'Relax-NG Compact'), ('roboconf-graph', 'Roboconf Graph'), ('roboconf-instances', 'Roboconf Instances'), ('robotframework', 'RobotFramework'), ('rql', 'RQL'), ('rsl', 'RSL'), ('rst', 'reStructuredText'), ('rts', 'TrafficScript'), ('rust', 'Rust'), ('sas', 'SAS'), ('sass', 'Sass'), ('sc', 'SuperCollider'), ('scala', 'Scala'), ('scaml', 'Scaml'), ('scheme', 'Scheme'), ('scilab', 'Scilab'), ('scss', 'SCSS'), ('shen', 'Shen'), ('silver', 'Silver'), ('slim', 'Slim'), ('smali', 'Smali'), ('smalltalk', 'Smalltalk'), ('smarty', 'Smarty'), ('sml', 'Standard ML'), ('snobol', 'Snobol'), ('snowball', 'Snowball'), ('sourceslist', 'Debian Sourcelist'), ('sp', 'SourcePawn'), ('sparql', 'SPARQL'), ('spec', 'RPMSpec'), ('splus', 'S'), ('sql', 'SQL'), ('sqlite3', 'sqlite3con'), ('squidconf', 'SquidConf'), ('ssp', 'Scalate Server Page'), ('stan', 'Stan'), ('stata', 'Stata'), ('swift', 'Swift'), ('swig', 'SWIG'), ('systemverilog', 'systemverilog'), ('tads3', 'TADS 3'), ('tap', 'TAP'), ('tasm', 'TASM'), ('tcl', 'Tcl'), ('tcsh', 'Tcsh'), ('tcshcon', 'Tcsh Session'), ('tea', 'Tea'), ('termcap', 'Termcap'), ('terminfo', 'Terminfo'), ('terraform', 'Terraform'), ('tex', 'TeX'), ('text', 'Text only'), ('thrift', 'Thrift'), ('todotxt', 'Todotxt'), ('trac-wiki', 'MoinMoin/Trac Wiki markup'), ('treetop', 'Treetop'), ('ts', 'TypeScript'), ('tsql', 'Transact-SQL'), ('turtle', 'Turtle'), ('twig', 'Twig'), ('typoscript', 'TypoScript'), ('typoscriptcssdata', 'TypoScriptCssData'), ('typoscripthtmldata', 'TypoScriptHtmlData'), ('urbiscript', 'UrbiScript'), ('vala', 'Vala'), ('vb.net', 'VB.net'), ('vcl', 'VCL'), ('vclsnippets', 'VCLSnippets'), ('vctreestatus', 'VCTreeStatus'), ('velocity', 'Velocity'), ('verilog', 'verilog'), ('vgl', 'VGL'), ('vhdl', 'vhdl'), ('vim', 'VimL'), ('wdiff', 'WDiff'), ('whiley', 'Whiley'), ('x10', 'X10'), ('xml', 'XML'), ('xml+cheetah', 'XML+Cheetah'), ('xml+django', 'XML+Django/Jinja'), ('xml+erb', 'XML+Ruby'), ('xml+evoque', 'XML+Evoque'), ('xml+lasso', 'XML+Lasso'), ('xml+mako', 'XML+Mako'), ('xml+myghty', 'XML+Myghty'), ('xml+php', 'XML+PHP'), ('xml+smarty', 'XML+Smarty'), ('xml+velocity', 'XML+Velocity'), ('xquery', 'XQuery'), ('xslt', 'XSLT'), ('xtend', 'Xtend'), ('xul+mozpreproc', 'XUL+mozpreproc'), ('yaml', 'YAML'), ('yaml+jinja', 'YAML+Jinja'), ('zephir', 'Zephir')], default='python', max_length=100)),
                 ('style', models.CharField(choices=[('abap', 'abap'), ('algol', 'algol'), ('algol_nu', 'algol_nu'), ('arduino', 'arduino'), ('autumn', 'autumn'), ('borland', 'borland'), ('bw', 'bw'), ('colorful', 'colorful'), ('default', 'default'), ('emacs', 'emacs'), ('friendly', 'friendly'), ('fruity', 'fruity'), ('igor', 'igor'), ('lovelace', 'lovelace'), ('manni', 'manni'), ('monokai', 'monokai'), ('murphy', 'murphy'), ('native', 'native'), ('paraiso-dark', 'paraiso-dark'), ('paraiso-light', 'paraiso-light'), ('pastie', 'pastie'), ('perldoc', 'perldoc'), ('rainbow_dash', 'rainbow_dash'), ('rrt', 'rrt'), ('tango', 'tango'), ('trac', 'trac'), ('vim', 'vim'), ('vs', 'vs'), ('xcode', 'xcode')], default='friendly', max_length=100)),
+                ('owner', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='snippets', to=settings.AUTH_USER_MODEL)),
             ],
             options={
                 'ordering': ('created',),
diff --git a/testproj/snippets/migrations/0002_auto_20171205_0505.py b/testproj/snippets/migrations/0002_auto_20171205_0505.py
deleted file mode 100644
index 59b29c8..0000000
--- a/testproj/snippets/migrations/0002_auto_20171205_0505.py
+++ /dev/null
@@ -1,27 +0,0 @@
-# Generated by Django 2.0 on 2017-12-05 04:05
-
-from django.conf import settings
-from django.db import migrations, models
-import django.db.models.deletion
-
-
-class Migration(migrations.Migration):
-
-    dependencies = [
-        migrations.swappable_dependency(settings.AUTH_USER_MODEL),
-        ('snippets', '0001_initial'),
-    ]
-
-    operations = [
-        migrations.AddField(
-            model_name='snippet',
-            name='owner',
-            field=models.ForeignKey(default='', on_delete=django.db.models.deletion.CASCADE, related_name='snippets', to=settings.AUTH_USER_MODEL),
-            preserve_default=False,
-        ),
-        migrations.AlterField(
-            model_name='snippet',
-            name='code',
-            field=models.TextField(help_text='code model help text'),
-        ),
-    ]
diff --git a/testproj/snippets/serializers.py b/testproj/snippets/serializers.py
index c149917..eaa5798 100644
--- a/testproj/snippets/serializers.py
+++ b/testproj/snippets/serializers.py
@@ -1,3 +1,4 @@
+from django.contrib.auth import get_user_model
 from rest_framework import serializers
 
 from snippets.models import Snippet, LANGUAGE_CHOICES, STYLE_CHOICES
@@ -23,20 +24,35 @@ class SnippetSerializer(serializers.Serializer):
     create: docstring for create from serializer classdoc
     """
     id = serializers.IntegerField(read_only=True, help_text="id serializer help text")
-    owner = serializers.ReadOnlyField(source='owner.username')
+    owner = serializers.PrimaryKeyRelatedField(
+        queryset=get_user_model().objects.all(),
+        default=serializers.CurrentUserDefault(),
+        help_text="The ID of the user that created this snippet; if none is provided, "
+                  "defaults to the currently logged in user."
+    )
+    owner_as_string = serializers.PrimaryKeyRelatedField(
+        help_text="The ID of the user that created this snippet.",
+        pk_field=serializers.CharField(help_text="this help text should not show up"),
+        read_only=True,
+        source='owner',
+    )
     title = serializers.CharField(required=False, allow_blank=True, max_length=100)
     code = serializers.CharField(style={'base_template': 'textarea.html'})
     linenos = serializers.BooleanField(required=False)
     language = LanguageSerializer(help_text="Sample help text for language")
     styles = serializers.MultipleChoiceField(choices=STYLE_CHOICES, default=['friendly'])
     lines = serializers.ListField(child=serializers.IntegerField(), allow_empty=True, allow_null=True, required=False)
-    example_projects = serializers.ListSerializer(child=ExampleProjectSerializer())
-    difficulty_factor = serializers.FloatField(help_text="this is here just to test FloatField")
+    example_projects = serializers.ListSerializer(child=ExampleProjectSerializer(), read_only=True)
+    difficulty_factor = serializers.FloatField(help_text="this is here just to test FloatField",
+                                               read_only=True, default=lambda: 6.9)
 
     def create(self, validated_data):
         """
         Create and return a new `Snippet` instance, given the validated data.
         """
+        del validated_data['styles']
+        del validated_data['lines']
+        del validated_data['difficulty_factor']
         return Snippet.objects.create(**validated_data)
 
     def update(self, instance, validated_data):
diff --git a/testproj/users/serializers.py b/testproj/users/serializers.py
index 65694ae..87cc87c 100644
--- a/testproj/users/serializers.py
+++ b/testproj/users/serializers.py
@@ -6,14 +6,16 @@ from snippets.models import Snippet
 
 class UserSerializerrr(serializers.ModelSerializer):
     snippets = serializers.PrimaryKeyRelatedField(many=True, queryset=Snippet.objects.all())
+    article_slugs = serializers.SlugRelatedField(read_only=True, slug_field='slug', many=True, source='articlessss')
     last_connected_ip = serializers.IPAddressField(help_text="i'm out of ideas", protocol='ipv4', read_only=True)
     last_connected_at = serializers.DateField(help_text="really?", read_only=True)
 
     class Meta:
         model = User
-        fields = ('id', 'username', 'email', 'snippets', 'last_connected_ip', 'last_connected_at')
+        fields = ('id', 'username', 'email', 'articles', 'snippets',
+                  'last_connected_ip', 'last_connected_at', 'article_slugs')
 
 
 class UserListQuerySerializer(serializers.Serializer):
-    username = serializers.CharField(help_text="this field is generated from a query_serializer")
-    is_staff = serializers.BooleanField(help_text="this one too!")
+    username = serializers.CharField(help_text="this field is generated from a query_serializer", required=False)
+    is_staff = serializers.BooleanField(help_text="this one too!", required=False)
diff --git a/tests/conftest.py b/tests/conftest.py
index d4efdb1..ff80891 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -3,6 +3,9 @@ import json
 import os
 
 import pytest
+from django.contrib.auth.models import User
+from rest_framework.test import APIRequestFactory
+from rest_framework.views import APIView
 from ruamel import yaml
 
 from drf_yasg import openapi, codecs
@@ -10,11 +13,16 @@ from drf_yasg.generators import OpenAPISchemaGenerator
 
 
 @pytest.fixture
-def generator():
-    return OpenAPISchemaGenerator(
-        info=openapi.Info(title="Test generator", default_version="v1"),
-        version="v2",
-    )
+def mock_schema_request(db):
+    from rest_framework.test import force_authenticate
+
+    factory = APIRequestFactory()
+    user = User.objects.create_user(username='admin', is_staff=True, is_superuser=True)
+
+    request = factory.get('/swagger.json')
+    force_authenticate(request, user=user)
+    request = APIView().initialize_request(request)
+    return request
 
 
 @pytest.fixture
@@ -28,19 +36,22 @@ def codec_yaml():
 
 
 @pytest.fixture
-def swagger(generator):
-    return generator.get_schema(None, True)
+def swagger(mock_schema_request):
+    generator = OpenAPISchemaGenerator(
+        info=openapi.Info(title="Test generator", default_version="v1"),
+        version="v2",
+    )
+    return generator.get_schema(mock_schema_request, True)
 
 
 @pytest.fixture
-def swagger_dict(generator):
-    swagger = generator.get_schema(None, True)
+def swagger_dict(swagger):
     json_bytes = codec_json().encode(swagger)
     return json.loads(json_bytes.decode('utf-8'))
 
 
 @pytest.fixture
-def validate_schema():
+def validate_schema(db):
     def validate_schema(swagger):
         from flex.core import parse as validate_flex
         from swagger_spec_validator.validator20 import validate_spec as validate_ssv
diff --git a/tests/reference.yaml b/tests/reference.yaml
index ac7f253..b36e1ff 100644
--- a/tests/reference.yaml
+++ b/tests/reference.yaml
@@ -178,6 +178,7 @@ paths:
         description: slug model help_text
         required: true
         type: string
+        format: slug
         pattern: '[a-z0-9]+(?:-[a-z0-9]+)'
   /articles/{slug}/image/:
     get:
@@ -231,6 +232,7 @@ paths:
         description: slug model help_text
         required: true
         type: string
+        format: slug
         pattern: '[a-z0-9]+(?:-[a-z0-9]+)'
   /plain/:
     get:
@@ -355,12 +357,12 @@ paths:
         - name: username
           in: query
           description: this field is generated from a query_serializer
-          required: true
+          required: false
           type: string
         - name: is_staff
           in: query
           description: this one too!
-          required: true
+          required: false
           type: boolean
       responses:
         '200':
@@ -459,13 +461,16 @@ definitions:
     required:
       - title
       - body
-      - references
-      - uuid
     type: object
     properties:
       title:
         description: title model help_text
         type: string
+      author:
+        description: The ID of the user that created this article; if none is provided,
+          defaults to the currently logged in user.
+        type: integer
+        default: 1
       body:
         description: body serializer help_text
         type: string
@@ -489,14 +494,16 @@ definitions:
           description: but i needed to test these 2 fields somehow
           type: string
           format: uri
+        readOnly: true
       uuid:
         description: should articles have UUIDs?
         type: string
         format: uuid
+        readOnly: true
       cover:
         type: string
-        format: uri
         readOnly: true
+        format: uri
       cover_name:
         type: string
         readOnly: true
@@ -516,8 +523,6 @@ definitions:
     required:
       - code
       - language
-      - example_projects
-      - difficulty_factor
     type: object
     properties:
       id:
@@ -525,6 +530,12 @@ definitions:
         type: integer
         readOnly: true
       owner:
+        description: The ID of the user that created this snippet; if none is provided,
+          defaults to the currently logged in user.
+        type: integer
+        default: 1
+      owner_as_string:
+        description: The ID of the user that created this snippet.
         type: string
         readOnly: true
       title:
@@ -1020,12 +1031,16 @@ definitions:
         type: array
         items:
           $ref: '#/definitions/Project'
+        readOnly: true
       difficulty_factor:
         description: this is here just to test FloatField
         type: number
+        default: 6.9
+        readOnly: true
   UserSerializerrr:
     required:
       - username
+      - articles
       - snippets
     type: object
     properties:
@@ -1039,10 +1054,15 @@ definitions:
       email:
         type: string
         format: email
+      articles:
+        type: array
+        items:
+          type: integer
+        uniqueItems: true
       snippets:
         type: array
         items:
-          type: string
+          type: integer
         uniqueItems: true
       last_connected_ip:
         description: i'm out of ideas
@@ -1054,6 +1074,13 @@ definitions:
         type: string
         format: date
         readOnly: true
+      article_slugs:
+        type: array
+        items:
+          type: string
+          readOnly: true
+        uniqueItems: true
+        readOnly: true
 securityDefinitions:
   basic:
     type: basic
diff --git a/tests/test_reference_schema.py b/tests/test_reference_schema.py
index 5ffc982..d3bd8a0 100644
--- a/tests/test_reference_schema.py
+++ b/tests/test_reference_schema.py
@@ -2,7 +2,6 @@ from datadiff.tools import assert_equal
 
 
 def test_reference_schema(swagger_dict, reference_schema):
-    # formatted better than pytest diff
     swagger_dict = dict(swagger_dict)
     reference_schema = dict(reference_schema)
     ignore = ['info', 'host', 'schemes', 'basePath', 'securityDefinitions']
@@ -10,4 +9,5 @@ def test_reference_schema(swagger_dict, reference_schema):
         swagger_dict.pop(attr, None)
         reference_schema.pop(attr, None)
 
+    # formatted better than pytest diff
     assert_equal(swagger_dict, reference_schema)
diff --git a/tests/test_schema_generator.py b/tests/test_schema_generator.py
index 5be3455..62b4f80 100644
--- a/tests/test_schema_generator.py
+++ b/tests/test_schema_generator.py
@@ -7,16 +7,11 @@ from drf_yasg import openapi, codecs
 from drf_yasg.generators import OpenAPISchemaGenerator
 
 
-def test_schema_generates_without_errors(generator):
-    generator.get_schema(None, True)
-
-
-def test_schema_is_valid(generator, codec_yaml):
-    swagger = generator.get_schema(request=None, public=False)
+def test_schema_is_valid(swagger, codec_yaml):
     codec_yaml.encode(swagger)
 
 
-def test_invalid_schema_fails(codec_json):
+def test_invalid_schema_fails(codec_json, mock_schema_request):
     # noinspection PyTypeChecker
     bad_generator = OpenAPISchemaGenerator(
         info=openapi.Info(
@@ -26,40 +21,37 @@ def test_invalid_schema_fails(codec_json):
         version="v2",
     )
 
-    swagger = bad_generator.get_schema(None, True)
+    swagger = bad_generator.get_schema(mock_schema_request, True)
     with pytest.raises(codecs.SwaggerValidationError):
         codec_json.encode(swagger)
 
 
-def test_json_codec_roundtrip(codec_json, generator, validate_schema):
-    swagger = generator.get_schema(None, True)
+def test_json_codec_roundtrip(codec_json, swagger, validate_schema):
     json_bytes = codec_json.encode(swagger)
     validate_schema(json.loads(json_bytes.decode('utf-8')))
 
 
-def test_yaml_codec_roundtrip(codec_yaml, generator, validate_schema):
-    swagger = generator.get_schema(None, True)
+def test_yaml_codec_roundtrip(codec_yaml, swagger, validate_schema):
     yaml_bytes = codec_yaml.encode(swagger)
     assert b'omap' not in yaml_bytes  # ensure no ugly !!omap is outputted
     assert b'&id' not in yaml_bytes and b'*id' not in yaml_bytes  # ensure no YAML references are generated
     validate_schema(yaml.safe_load(yaml_bytes.decode('utf-8')))
 
 
-def test_yaml_and_json_match(codec_yaml, codec_json, generator):
-    swagger = generator.get_schema(None, True)
+def test_yaml_and_json_match(codec_yaml, codec_json, swagger):
     yaml_schema = yaml.safe_load(codec_yaml.encode(swagger).decode('utf-8'))
     json_schema = json.loads(codec_json.encode(swagger).decode('utf-8'))
     assert yaml_schema == json_schema
 
 
-def test_basepath_only():
+def test_basepath_only(mock_schema_request):
     generator = OpenAPISchemaGenerator(
         info=openapi.Info(title="Test generator", default_version="v1"),
         version="v2",
         url='/basepath/',
     )
 
-    swagger = generator.get_schema(None, public=True)
+    swagger = generator.get_schema(mock_schema_request, public=True)
     assert 'host' not in swagger
     assert 'schemes' not in swagger
     assert swagger['basePath'] == '/'  # base path is not implemented for now
diff --git a/tox.ini b/tox.ini
index a254d67..5d5c09f 100644
--- a/tox.ini
+++ b/tox.ini
@@ -30,7 +30,7 @@ deps =
     -rrequirements/test.txt
 
 commands =
-    pytest --cov-config .coveragerc --cov-append --cov
+    pytest --cov-config .coveragerc --cov-append --cov {posargs}
 
 [testenv:py36-drfmaster]
 pip_pre = True