diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy.yml
index 1cd1011..07c0766 100644
--- a/.github/workflows/deploy.yml
+++ b/.github/workflows/deploy.yml
@@ -10,11 +10,11 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-    - uses: actions/checkout@v1
-    - name: Set up Python 3.8
-      uses: actions/setup-python@v1
+    - uses: actions/checkout@v2
+    - name: Set up Python 3.9
+      uses: actions/setup-python@v2
       with:
-        python-version: 3.8
+        python-version: 3.9
     - name: Build wheel and source tarball
       run: |
         pip install wheel
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 20cf7fb..559326c 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -7,11 +7,11 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-    - uses: actions/checkout@v1
-    - name: Set up Python 3.8
-      uses: actions/setup-python@v1
+    - uses: actions/checkout@v2
+    - name: Set up Python 3.9
+      uses: actions/setup-python@v2
       with:
-        python-version: 3.8
+        python-version: 3.9
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip
diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index 90085c8..c2cdc99 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -8,13 +8,15 @@ jobs:
     strategy:
       max-parallel: 4
       matrix:
-        django: ["2.2", "3.0", "3.1"]
-        python-version: ["3.6", "3.7", "3.8"]
-
+        django: ["3.2", "4.0", "4.1"]
+        python-version: ["3.8", "3.9", "3.10"]
+        include:
+          - django: "3.2"
+            python-version: "3.7"
     steps:
-    - uses: actions/checkout@v1
+    - uses: actions/checkout@v2
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v1
+      uses: actions/setup-python@v2
       with:
         python-version: ${{ matrix.python-version }}
     - name: Install dependencies
diff --git a/Makefile b/Makefile
index b850ae8..d8ceaef 100644
--- a/Makefile
+++ b/Makefile
@@ -1,22 +1,21 @@
+.PHONY: help
+help:
+	@echo "Please use \`make <target>' where <target> is one of"
+	@grep -E '^\.PHONY: [a-zA-Z_-]+ .*?## .*$$' $(MAKEFILE_LIST) | sort | awk 'BEGIN {FS = "(: |##)"}; {printf "\033[36m%-30s\033[0m %s\n", $$2, $$3}'
+
 .PHONY: dev-setup ## Install development dependencies
 dev-setup:
 	pip install -e ".[dev]"
 
-.PHONY: install-dev
-install-dev: dev-setup  # Alias install-dev -> dev-setup
-
-.PHONY: tests
+.PHONY: tests ## Run unit tests
 tests:
 	py.test graphene_django --cov=graphene_django -vv
 
-.PHONY: test
-test: tests  # Alias test -> tests
-
-.PHONY: format
+.PHONY: format ## Format code
 format:
 	black --exclude "/migrations/" graphene_django examples setup.py
 
-.PHONY: lint
+.PHONY: lint ## Lint code
 lint:
 	flake8 graphene_django examples
 
diff --git a/README.md b/README.md
index 5045e78..6f06ccc 100644
--- a/README.md
+++ b/README.md
@@ -55,7 +55,7 @@ from graphene_django.views import GraphQLView
 
 urlpatterns = [
     # ...
-    path('graphql', GraphQLView.as_view(graphiql=True)),
+    path('graphql/', GraphQLView.as_view(graphiql=True)),
 ]
 ```
 
diff --git a/docs/authorization.rst b/docs/authorization.rst
index 387ad29..bc88cda 100644
--- a/docs/authorization.rst
+++ b/docs/authorization.rst
@@ -48,6 +48,31 @@ conversely you can use ``exclude`` meta attribute.
             exclude = ('published', 'owner')
             interfaces = (relay.Node, )
 
+
+Another pattern is to have a resolve method act as a gatekeeper, returning None
+or raising an exception if the client isn't allowed to see the data.
+
+.. code:: python
+
+    from graphene import relay
+    from graphene_django.types import DjangoObjectType
+    from .models import Post
+
+    class PostNode(DjangoObjectType):
+        class Meta:
+            model = Post
+            fields = ('title', 'content', 'owner')
+            interfaces = (relay.Node, )
+
+        def resolve_owner(self, info):
+            user = info.context.user
+            if user.is_anonymous:
+                raise PermissionDenied("Please login")
+            if not user.is_staff:
+                return None
+            return self.owner
+
+
 Queryset Filtering On Lists
 ---------------------------
 
@@ -173,7 +198,7 @@ For Django 2.2 and above:
 
     urlpatterns = [
       # some other urls
-      path('graphql', PrivateGraphQLView.as_view(graphiql=True, schema=schema)),
+      path('graphql/', PrivateGraphQLView.as_view(graphiql=True, schema=schema)),
     ]
 
 .. _LoginRequiredMixin: https://docs.djangoproject.com/en/dev/topics/auth/default/#the-loginrequired-mixin
diff --git a/docs/debug.rst b/docs/debug.rst
index 2286519..1de52f1 100644
--- a/docs/debug.rst
+++ b/docs/debug.rst
@@ -4,7 +4,7 @@ Django Debug Middleware
 You can debug your GraphQL queries in a similar way to
 `django-debug-toolbar <https://django-debug-toolbar.readthedocs.org/>`__,
 but outputting in the results in GraphQL response as fields, instead of
-the graphical HTML interface.
+the graphical HTML interface. Exceptions with their stack traces are also exposed.
 
 For that, you will need to add the plugin in your graphene schema.
 
@@ -63,6 +63,10 @@ the GraphQL request, like:
         sql {
           rawSql
         }
+        exceptions {
+          message
+          stack
+        }
       }
     }
 
diff --git a/docs/fields.rst b/docs/fields.rst
index 32ca26c..f414a4c 100644
--- a/docs/fields.rst
+++ b/docs/fields.rst
@@ -80,4 +80,6 @@ published and have a title:
 DjangoConnectionField
 ---------------------
 
-*TODO*
+``DjangoConnectionField`` acts similarly to ``DjangoListField`` but returns a
+paginated connection following the `relay spec <https://relay.dev/graphql/connections.htm>`__
+The field supports the following arguments: `first`, `last`, `offset`, `after` & `before`.
diff --git a/docs/filtering.rst b/docs/filtering.rst
index 6a57bf9..fb686a1 100644
--- a/docs/filtering.rst
+++ b/docs/filtering.rst
@@ -2,8 +2,8 @@ Filtering
 =========
 
 Graphene integrates with
-`django-filter <https://django-filter.readthedocs.io/en/master/>`__ to provide filtering of results.
-See the `usage documentation <https://django-filter.readthedocs.io/en/master/guide/usage.html#the-filter>`__
+`django-filter <https://django-filter.readthedocs.io/en/main/>`__ to provide filtering of results.
+See the `usage documentation <https://django-filter.readthedocs.io/en/main/guide/usage.html#the-filter>`__
 for details on the format for ``filter_fields``.
 
 This filtering is automatically available when implementing a ``relay.Node``.
@@ -15,7 +15,7 @@ You will need to install it manually, which can be done as follows:
 
     # You'll need to install django-filter
     pip install django-filter>=2
-    
+
 After installing ``django-filter`` you'll need to add the application in the ``settings.py`` file:
 
 .. code:: python
@@ -26,7 +26,7 @@ After installing ``django-filter`` you'll need to add the application in the ``s
     ]
 
 Note: The techniques below are demoed in the `cookbook example
-app <https://github.com/graphql-python/graphene-django/tree/master/examples/cookbook>`__.
+app <https://github.com/graphql-python/graphene-django/tree/main/examples/cookbook>`__.
 
 Filterable fields
 -----------------
@@ -34,7 +34,7 @@ Filterable fields
 The ``filter_fields`` parameter is used to specify the fields which can
 be filtered upon. The value specified here is passed directly to
 ``django-filter``, so see the `filtering
-documentation <https://django-filter.readthedocs.io/en/master/guide/usage.html#the-filter>`__
+documentation <https://django-filter.readthedocs.io/en/main/guide/usage.html#the-filter>`__
 for full details on the range of options available.
 
 For example:
@@ -192,7 +192,7 @@ in unison  with the ``filter_fields`` parameter:
         all_animals = DjangoFilterConnectionField(AnimalNode)
 
 
-The context argument is passed on as the `request argument <http://django-filter.readthedocs.io/en/master/guide/usage.html#request-based-filtering>`__
+The context argument is passed on as the `request argument <http://django-filter.readthedocs.io/en/main/guide/usage.html#request-based-filtering>`__
 in a ``django_filters.FilterSet`` instance. You can use this to customize your
 filters to be context-dependent. We could modify the ``AnimalFilter`` above to
 pre-filter animals owned by the authenticated user (set in ``context.user``).
@@ -258,3 +258,86 @@ with this set up, you can now order the users under group:
         }
       }
     }
+
+
+PostgreSQL `ArrayField`
+-----------------------
+
+Graphene provides an easy to implement filters on `ArrayField` as they are not natively supported by django_filters:
+
+.. code:: python
+
+    from django.db import models
+    from django_filters import FilterSet, OrderingFilter
+    from graphene_django.filter import ArrayFilter
+
+    class Event(models.Model):
+        name = models.CharField(max_length=50)
+        tags = ArrayField(models.CharField(max_length=50))
+
+    class EventFilterSet(FilterSet):
+        class Meta:
+            model = Event
+            fields = {
+                "name": ["exact", "contains"],
+            }
+
+        tags__contains = ArrayFilter(field_name="tags", lookup_expr="contains")
+        tags__overlap = ArrayFilter(field_name="tags", lookup_expr="overlap")
+        tags = ArrayFilter(field_name="tags", lookup_expr="exact")
+
+    class EventType(DjangoObjectType):
+        class Meta:
+            model = Event
+            interfaces = (Node,)
+            fields = "__all__"
+            filterset_class = EventFilterSet
+
+with this set up, you can now filter events by tags:
+
+.. code::
+
+    query {
+      events(tags_Overlap: ["concert", "festival"]) {
+        name
+      }
+    }
+
+
+`TypedFilter`
+-------------
+
+Sometimes the automatic detection of the filter input type is not satisfactory for what you are trying to achieve.
+You can then explicitly specify the input type you want for your filter by using a `TypedFilter`:
+
+.. code:: python
+
+    from django.db import models
+    from django_filters import FilterSet, OrderingFilter
+    import graphene
+    from graphene_django.filter import TypedFilter
+
+    class Event(models.Model):
+        name = models.CharField(max_length=50)
+
+    class EventFilterSet(FilterSet):
+        class Meta:
+            model = Event
+            fields = {
+                "name": ["exact", "contains"],
+            }
+
+        only_first = TypedFilter(input_type=graphene.Boolean, method="only_first_filter")
+
+        def only_first_filter(self, queryset, _name, value):
+            if value:
+                return queryset[:1]
+            else:
+                return queryset
+
+    class EventType(DjangoObjectType):
+        class Meta:
+            model = Event
+            interfaces = (Node,)
+            fields = "__all__"
+            filterset_class = EventFilterSet
diff --git a/docs/queries.rst b/docs/queries.rst
index 1e1ba82..8b85d45 100644
--- a/docs/queries.rst
+++ b/docs/queries.rst
@@ -151,7 +151,7 @@ For example the following ``Model`` and ``DjangoObjectType``:
 
 Results in the following GraphQL schema definition:
 
-.. code::
+.. code:: graphql
 
    type Pet {
      id: ID!
@@ -178,7 +178,7 @@ You can disable this automatic conversion by setting
             fields = ("id", "kind",)
             convert_choices_to_enum = False
 
-.. code::
+.. code:: graphql
 
   type Pet {
     id: ID!
@@ -313,7 +313,7 @@ Additionally, Resolvers will receive **any arguments declared in the field defin
             bar=graphene.Int()
         )
 
-        def resolve_question(root, info, foo, bar):
+        def resolve_question(root, info, foo=None, bar=None):
             # If `foo` or `bar` are declared in the GraphQL query they will be here, else None.
             return Question.objects.filter(foo=foo, bar=bar).first()
 
@@ -336,12 +336,12 @@ of Django's ``HTTPRequest`` in your resolve methods, such as checking for authen
     class Query(graphene.ObjectType):
         questions = graphene.List(QuestionType)
 
-    def resolve_questions(root, info):
-        # See if a user is authenticated
-        if info.context.user.is_authenticated():
-            return Question.objects.all()
-        else:
-            return Question.objects.none()
+        def resolve_questions(root, info):
+            # See if a user is authenticated
+            if info.context.user.is_authenticated():
+                return Question.objects.all()
+            else:
+                return Question.objects.none()
 
 
 DjangoObjectTypes
@@ -418,29 +418,29 @@ the core graphene pages for more information on customizing the Relay experience
 You can now execute queries like:
 
 
-.. code:: python
+.. code:: graphql
 
     {
         questions (first: 2, after: "YXJyYXljb25uZWN0aW9uOjEwNQ==") {
             pageInfo {
-            startCursor
-            endCursor
-            hasNextPage
-            hasPreviousPage
+                startCursor
+                endCursor
+                hasNextPage
+                hasPreviousPage
             }
             edges {
-            cursor
-            node {
-                id
-                question_text
-            }
+                cursor
+                node {
+                    id
+                    question_text
+                }
             }
         }
     }
 
 Which returns:
 
-.. code:: python
+.. code:: json
 
     {
         "data": {
diff --git a/docs/testing.rst b/docs/testing.rst
index df73e05..1b32352 100644
--- a/docs/testing.rst
+++ b/docs/testing.rst
@@ -28,7 +28,7 @@ Usage:
                     }
                 }
                 ''',
-                op_name='myModel'
+                operation_name='myModel'
             )
 
             content = json.loads(response.content)
@@ -49,7 +49,7 @@ Usage:
                     }
                 }
                 ''',
-                op_name='myModel',
+                operation_name='myModel',
                 variables={'id': 1}
             )
 
@@ -73,7 +73,42 @@ Usage:
                     }
                 }
                 ''',
-                op_name='myMutation',
+                operation_name='myMutation',
+                input_data={'my_field': 'foo', 'other_field': 'bar'}
+            )
+
+            # This validates the status code and if you get errors
+            self.assertResponseNoErrors(response)
+
+            # Add some more asserts if you like
+            ...
+
+
+For testing mutations that are executed within a transaction you should subclass `GraphQLTransactionTestCase`
+
+Usage:
+
+.. code:: python
+
+    import json
+
+    from graphene_django.utils.testing import GraphQLTransactionTestCase
+
+    class MyFancyTransactionTestCase(GraphQLTransactionTestCase):
+
+        def test_some_mutation_that_executes_within_a_transaction(self):
+            response = self.query(
+                '''
+                mutation myMutation($input: MyMutationInput!) {
+                    myMutation(input: $input) {
+                        my-model {
+                            id
+                            name
+                        }
+                    }
+                }
+                ''',
+                operation_name='myMutation',
                 input_data={'my_field': 'foo', 'other_field': 'bar'}
             )
 
@@ -113,7 +148,7 @@ To use pytest define a simple fixture using the query helper below
                     }
                 }
                 ''',
-                op_name='myModel'
+                operation_name='myModel'
             )
 
             content = json.loads(response.content)
diff --git a/docs/tutorial-plain.rst b/docs/tutorial-plain.rst
index 45927a5..43b6da9 100644
--- a/docs/tutorial-plain.rst
+++ b/docs/tutorial-plain.rst
@@ -35,6 +35,7 @@ Now sync your database for the first time:
 
 .. code:: bash
 
+    cd ..
     python manage.py migrate
 
 Let's create a few simple models...
@@ -77,6 +78,18 @@ Add ingredients as INSTALLED_APPS:
         "cookbook.ingredients",
     ]
 
+Make sure the app name in ``cookbook.ingredients.apps.IngredientsConfig`` is set to ``cookbook.ingredients``.
+
+.. code:: python
+
+    # cookbook/ingredients/apps.py
+
+    from django.apps import AppConfig
+    
+    
+    class IngredientsConfig(AppConfig):
+        default_auto_field = 'django.db.models.BigAutoField'
+        name = 'cookbook.ingredients'
 
 Don't forget to create & run migrations:
 
diff --git a/docs/tutorial-relay.rst b/docs/tutorial-relay.rst
index 8494da1..a27e255 100644
--- a/docs/tutorial-relay.rst
+++ b/docs/tutorial-relay.rst
@@ -70,7 +70,7 @@ Let's get started with these models:
     class Ingredient(models.Model):
         name = models.CharField(max_length=100)
         notes = models.TextField()
-        category = models.ForeignKey(Category, related_name='ingredients')
+        category = models.ForeignKey(Category, related_name='ingredients', on_delete=models.CASCADE)
 
         def __str__(self):
             return self.name
@@ -151,7 +151,7 @@ Create ``cookbook/ingredients/schema.py`` and type the following:
             interfaces = (relay.Node, )
 
 
-    class Query(graphene.ObjectType):
+    class Query(ObjectType):
         category = relay.Node.Field(CategoryNode)
         all_categories = DjangoFilterConnectionField(CategoryNode)
 
@@ -281,7 +281,7 @@ from the command line.
     $ python ./manage.py runserver
 
     Performing system checks...
-    Django version 1.11, using settings 'cookbook.settings'
+    Django version 3.1.7, using settings 'cookbook.settings'
     Starting development server at http://127.0.0.1:8000/
     Quit the server with CONTROL-C.
 
diff --git a/examples/cookbook-plain/requirements.txt b/examples/cookbook-plain/requirements.txt
index ae9ecc9..85a8963 100644
--- a/examples/cookbook-plain/requirements.txt
+++ b/examples/cookbook-plain/requirements.txt
@@ -1,4 +1,4 @@
 graphene>=2.1,<3
 graphene-django>=2.1,<3
 graphql-core>=2.1,<3
-django==3.0.7
+django==3.1.14
diff --git a/examples/cookbook/requirements.txt b/examples/cookbook/requirements.txt
index 7ae2d89..a5b0b96 100644
--- a/examples/cookbook/requirements.txt
+++ b/examples/cookbook/requirements.txt
@@ -1,5 +1,5 @@
 graphene>=2.1,<3
 graphene-django>=2.1,<3
 graphql-core>=2.1,<3
-django==3.0.7
+django==3.1.14
 django-filter>=2
diff --git a/graphene_django/__init__.py b/graphene_django/__init__.py
index 999f3de..93a697a 100644
--- a/graphene_django/__init__.py
+++ b/graphene_django/__init__.py
@@ -1,7 +1,7 @@
 from .fields import DjangoConnectionField, DjangoListField
 from .types import DjangoObjectType
 
-__version__ = "3.0.0b7"
+__version__ = "3.0.0b8"
 
 __all__ = [
     "__version__",
diff --git a/graphene_django/compat.py b/graphene_django/compat.py
index 537fd1d..1956786 100644
--- a/graphene_django/compat.py
+++ b/graphene_django/compat.py
@@ -1,5 +1,6 @@
 class MissingType(object):
-    pass
+    def __init__(self, *args, **kwargs):
+        pass
 
 
 try:
diff --git a/graphene_django/converter.py b/graphene_django/converter.py
index 1da68d5..338ab6d 100644
--- a/graphene_django/converter.py
+++ b/graphene_django/converter.py
@@ -1,5 +1,5 @@
 from collections import OrderedDict
-from functools import singledispatch, partial, wraps
+from functools import singledispatch, wraps
 
 from django.db import models
 from django.utils.encoding import force_str
@@ -23,8 +23,8 @@ from graphene import (
     Time,
     Decimal,
 )
-from graphene.types.resolver import get_default_resolver
 from graphene.types.json import JSONString
+from graphene.types.scalars import BigInt
 from graphene.utils.str_converters import to_camel_case
 from graphql import GraphQLError, assert_valid_name
 from graphql.pyutils import register_description
@@ -36,7 +36,7 @@ from .utils.str_converters import to_const
 
 
 class BlankValueField(Field):
-    def get_resolver(self, parent_resolver):
+    def wrap_resolve(self, parent_resolver):
         resolver = self.resolver or parent_resolver
 
         # create custom resolver
@@ -167,11 +167,19 @@ def convert_field_to_string(field, registry=None):
     )
 
 
+@convert_django_field.register(models.BigAutoField)
 @convert_django_field.register(models.AutoField)
 def convert_field_to_id(field, registry=None):
     return ID(description=get_django_field_description(field), required=not field.null)
 
 
+if hasattr(models, "SmallAutoField"):
+
+    @convert_django_field.register(models.SmallAutoField)
+    def convert_field_small_to_id(field, registry=None):
+        return convert_field_to_id(field, registry)
+
+
 @convert_django_field.register(models.UUIDField)
 def convert_field_to_uuid(field, registry=None):
     return UUID(
@@ -179,10 +187,14 @@ def convert_field_to_uuid(field, registry=None):
     )
 
 
+@convert_django_field.register(models.BigIntegerField)
+def convert_big_int_field(field, registry=None):
+    return BigInt(description=field.help_text, required=not field.null)
+
+
 @convert_django_field.register(models.PositiveIntegerField)
 @convert_django_field.register(models.PositiveSmallIntegerField)
 @convert_django_field.register(models.SmallIntegerField)
-@convert_django_field.register(models.BigIntegerField)
 @convert_django_field.register(models.IntegerField)
 def convert_field_to_int(field, registry=None):
     return Int(description=get_django_field_description(field), required=not field.null)
@@ -198,7 +210,9 @@ def convert_field_to_boolean(field, registry=None):
 
 @convert_django_field.register(models.DecimalField)
 def convert_field_to_decimal(field, registry=None):
-    return Decimal(description=field.help_text, required=not field.null)
+    return Decimal(
+        description=get_django_field_description(field), required=not field.null
+    )
 
 
 @convert_django_field.register(models.FloatField)
@@ -239,10 +253,7 @@ def convert_onetoone_field_to_djangomodel(field, registry=None):
         if not _type:
             return
 
-        # We do this for a bug in Django 1.8, where null attr
-        # is not available in the OneToOneRel instance
-        null = getattr(field, "null", True)
-        return Field(_type, required=not null)
+        return Field(_type, required=not field.null)
 
     return Dynamic(dynamic_type)
 
@@ -297,7 +308,24 @@ def convert_field_to_djangomodel(field, registry=None):
         if not _type:
             return
 
-        return Field(
+        class CustomField(Field):
+            def wrap_resolve(self, parent_resolver):
+                """
+                Implements a custom resolver which go through the `get_node` method to insure that
+                it goes through the `get_queryset` method of the DjangoObjectType.
+                """
+                resolver = super().wrap_resolve(parent_resolver)
+
+                def custom_resolver(root, info, **args):
+                    fk_obj = resolver(root, info, **args)
+                    if fk_obj is None:
+                        return None
+                    else:
+                        return _type.get_node(info, fk_obj.pk)
+
+                return custom_resolver
+
+        return CustomField(
             _type,
             description=get_django_field_description(field),
             required=not field.null,
diff --git a/graphene_django/debug/exception/__init__.py b/graphene_django/debug/exception/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/graphene_django/debug/exception/formating.py b/graphene_django/debug/exception/formating.py
new file mode 100644
index 0000000..0d477b3
--- /dev/null
+++ b/graphene_django/debug/exception/formating.py
@@ -0,0 +1,17 @@
+import traceback
+
+from django.utils.encoding import force_str
+
+from .types import DjangoDebugException
+
+
+def wrap_exception(exception):
+    return DjangoDebugException(
+        message=force_str(exception),
+        exc_type=force_str(type(exception)),
+        stack="".join(
+            traceback.format_exception(
+                exception, value=exception, tb=exception.__traceback__
+            )
+        ),
+    )
diff --git a/graphene_django/debug/exception/types.py b/graphene_django/debug/exception/types.py
new file mode 100644
index 0000000..3484ccb
--- /dev/null
+++ b/graphene_django/debug/exception/types.py
@@ -0,0 +1,10 @@
+from graphene import ObjectType, String
+
+
+class DjangoDebugException(ObjectType):
+    class Meta:
+        description = "Represents a single exception raised."
+
+    exc_type = String(required=True, description="The class of the exception")
+    message = String(required=True, description="The message of the exception")
+    stack = String(required=True, description="The stack trace")
diff --git a/graphene_django/debug/middleware.py b/graphene_django/debug/middleware.py
index 8621b55..804e7c8 100644
--- a/graphene_django/debug/middleware.py
+++ b/graphene_django/debug/middleware.py
@@ -3,6 +3,7 @@ from django.db import connections
 from promise import Promise
 
 from .sql.tracking import unwrap_cursor, wrap_cursor
+from .exception.formating import wrap_exception
 from .types import DjangoDebug
 
 
@@ -10,8 +11,8 @@ class DjangoDebugContext(object):
     def __init__(self):
         self.debug_promise = None
         self.promises = []
+        self.object = DjangoDebug(sql=[], exceptions=[])
         self.enable_instrumentation()
-        self.object = DjangoDebug(sql=[])
 
     def get_debug_promise(self):
         if not self.debug_promise:
@@ -19,6 +20,11 @@ class DjangoDebugContext(object):
             self.promises = []
         return self.debug_promise.then(self.on_resolve_all_promises).get()
 
+    def on_resolve_error(self, value):
+        if hasattr(self, "object"):
+            self.object.exceptions.append(wrap_exception(value))
+        return Promise.reject(value)
+
     def on_resolve_all_promises(self, values):
         if self.promises:
             self.debug_promise = None
@@ -57,6 +63,9 @@ class DjangoDebugMiddleware(object):
                 )
         if info.schema.get_type("DjangoDebug") == info.return_type:
             return context.django_debug.get_debug_promise()
-        promise = next(root, info, **args)
+        try:
+            promise = next(root, info, **args)
+        except Exception as e:
+            return context.django_debug.on_resolve_error(e)
         context.django_debug.add_promise(promise)
         return promise
diff --git a/graphene_django/debug/tests/test_query.py b/graphene_django/debug/tests/test_query.py
index d963b9c..eae94dc 100644
--- a/graphene_django/debug/tests/test_query.py
+++ b/graphene_django/debug/tests/test_query.py
@@ -272,3 +272,42 @@ def test_should_query_connectionfilter(graphene_settings, max_limit):
     assert "COUNT" in result.data["_debug"]["sql"][0]["rawSql"]
     query = str(Reporter.objects.all()[:1].query)
     assert result.data["_debug"]["sql"][1]["rawSql"] == query
+
+
+def test_should_query_stack_trace():
+    class ReporterType(DjangoObjectType):
+        class Meta:
+            model = Reporter
+            interfaces = (Node,)
+            fields = "__all__"
+
+    class Query(graphene.ObjectType):
+        reporter = graphene.Field(ReporterType)
+        debug = graphene.Field(DjangoDebug, name="_debug")
+
+        def resolve_reporter(self, info, **args):
+            raise Exception("caught stack trace")
+
+    query = """
+        query ReporterQuery {
+          reporter {
+            lastName
+          }
+          _debug {
+            exceptions {
+              message
+              stack
+            }
+          }
+        }
+    """
+    schema = graphene.Schema(query=Query)
+    result = schema.execute(
+        query, context_value=context(), middleware=[DjangoDebugMiddleware()]
+    )
+    assert result.errors
+    assert len(result.data["_debug"]["exceptions"])
+    debug_exception = result.data["_debug"]["exceptions"][0]
+    assert debug_exception["stack"].count("\n") > 1
+    assert "test_query.py" in debug_exception["stack"]
+    assert debug_exception["message"] == "caught stack trace"
diff --git a/graphene_django/debug/types.py b/graphene_django/debug/types.py
index 1cd816d..a523b4f 100644
--- a/graphene_django/debug/types.py
+++ b/graphene_django/debug/types.py
@@ -1,6 +1,7 @@
 from graphene import List, ObjectType
 
 from .sql.types import DjangoDebugSQL
+from .exception.types import DjangoDebugException
 
 
 class DjangoDebug(ObjectType):
@@ -8,3 +9,6 @@ class DjangoDebug(ObjectType):
         description = "Debugging information for the current query."
 
     sql = List(DjangoDebugSQL, description="Executed SQL queries for this API query.")
+    exceptions = List(
+        DjangoDebugException, description="Raise exceptions for this API query."
+    )
diff --git a/graphene_django/fields.py b/graphene_django/fields.py
index 8d6e995..05a7010 100644
--- a/graphene_django/fields.py
+++ b/graphene_django/fields.py
@@ -1,12 +1,14 @@
 from functools import partial
 
 from django.db.models.query import QuerySet
-from graphql_relay.connection.arrayconnection import (
+
+from graphql_relay import (
     connection_from_array_slice,
     cursor_to_offset,
     get_offset_with_default,
     offset_to_cursor,
 )
+
 from promise import Promise
 
 from graphene import Int, NonNull
@@ -61,12 +63,16 @@ class DjangoListField(Field):
         return queryset
 
     def wrap_resolve(self, parent_resolver):
+        resolver = super(DjangoListField, self).wrap_resolve(parent_resolver)
         _type = self.type
         if isinstance(_type, NonNull):
             _type = _type.of_type
         django_object_type = _type.of_type.of_type
         return partial(
-            self.list_resolver, django_object_type, parent_resolver, self.get_manager(),
+            self.list_resolver,
+            django_object_type,
+            resolver,
+            self.get_manager(),
         )
 
 
@@ -143,36 +149,40 @@ class DjangoConnectionField(ConnectionField):
         iterable = maybe_queryset(iterable)
 
         if isinstance(iterable, QuerySet):
-            list_length = iterable.count()
+            array_length = iterable.count()
         else:
-            list_length = len(iterable)
-        list_slice_length = (
-            min(max_limit, list_length) if max_limit is not None else list_length
-        )
+            array_length = len(iterable)
 
-        # If after is higher than list_length, connection_from_list_slice
+        # If after is higher than array_length, connection_from_array_slice
         # would try to do a negative slicing which makes django throw an
         # AssertionError
-        after = min(get_offset_with_default(args.get("after"), -1) + 1, list_length)
+        slice_start = min(
+            get_offset_with_default(args.get("after"), -1) + 1,
+            array_length,
+        )
+        array_slice_length = array_length - slice_start
 
-        if max_limit is not None and args.get("first", None) == None:
-            if args.get("last", None) != None:
-                after = list_length - args["last"]
-            else:
-                args["first"] = max_limit
+        # Impose the maximum limit via the `first` field if neither first or last are already provided
+        # (note that if any of them is provided they must be under max_limit otherwise an error is raised).
+        if (
+            max_limit is not None
+            and args.get("first", None) is None
+            and args.get("last", None) is None
+        ):
+            args["first"] = max_limit
 
         connection = connection_from_array_slice(
-            iterable[after:],
+            iterable[slice_start:],
             args,
-            slice_start=after,
-            array_length=list_length,
-            array_slice_length=list_slice_length,
+            slice_start=slice_start,
+            array_length=array_length,
+            array_slice_length=array_slice_length,
             connection_type=partial(connection_adapter, connection),
             edge_type=connection.Edge,
             page_info_type=page_info_adapter,
         )
         connection.iterable = iterable
-        connection.length = list_length
+        connection.length = array_length
         return connection
 
     @classmethod
diff --git a/graphene_django/filter/__init__.py b/graphene_django/filter/__init__.py
index 5de36ad..f02fc6b 100644
--- a/graphene_django/filter/__init__.py
+++ b/graphene_django/filter/__init__.py
@@ -9,10 +9,21 @@ if not DJANGO_FILTER_INSTALLED:
     )
 else:
     from .fields import DjangoFilterConnectionField
-    from .filters import GlobalIDFilter, GlobalIDMultipleChoiceFilter
+    from .filters import (
+        ArrayFilter,
+        GlobalIDFilter,
+        GlobalIDMultipleChoiceFilter,
+        ListFilter,
+        RangeFilter,
+        TypedFilter,
+    )
 
     __all__ = [
         "DjangoFilterConnectionField",
         "GlobalIDFilter",
         "GlobalIDMultipleChoiceFilter",
+        "ArrayFilter",
+        "ListFilter",
+        "RangeFilter",
+        "TypedFilter",
     ]
diff --git a/graphene_django/filter/fields.py b/graphene_django/filter/fields.py
index 244fb39..eeb197e 100644
--- a/graphene_django/filter/fields.py
+++ b/graphene_django/filter/fields.py
@@ -2,16 +2,35 @@ from collections import OrderedDict
 from functools import partial
 
 from django.core.exceptions import ValidationError
+
+from graphene.types.enum import EnumType
 from graphene.types.argument import to_arguments
 from graphene.utils.str_converters import to_snake_case
+
 from ..fields import DjangoConnectionField
 from .utils import get_filtering_args_from_filterset, get_filterset_class
 
 
+def convert_enum(data):
+    """
+    Check if the data is a enum option (or potentially nested list of enum option)
+    and convert it to its value.
+
+    This method is used to pre-process the data for the filters as they can take an
+    graphene.Enum as argument, but filters (from django_filters) expect a simple value.
+    """
+    if isinstance(data, list):
+        return [convert_enum(item) for item in data]
+    if isinstance(type(data), EnumType):
+        return data.value
+    else:
+        return data
+
+
 class DjangoFilterConnectionField(DjangoConnectionField):
     def __init__(
         self,
-        type,
+        type_,
         fields=None,
         order_by=None,
         extra_filter_meta=None,
@@ -25,7 +44,7 @@ class DjangoFilterConnectionField(DjangoConnectionField):
         self._filtering_args = None
         self._extra_filter_meta = extra_filter_meta
         self._base_args = None
-        super(DjangoFilterConnectionField, self).__init__(type, *args, **kwargs)
+        super(DjangoFilterConnectionField, self).__init__(type_, *args, **kwargs)
 
     @property
     def args(self):
@@ -43,8 +62,8 @@ class DjangoFilterConnectionField(DjangoConnectionField):
             if self._extra_filter_meta:
                 meta.update(self._extra_filter_meta)
 
-            filterset_class = self._provided_filterset_class or (
-                self.node_type._meta.filterset_class
+            filterset_class = (
+                self._provided_filterset_class or self.node_type._meta.filterset_class
             )
             self._filterset_class = get_filterset_class(filterset_class, **meta)
 
@@ -68,7 +87,7 @@ class DjangoFilterConnectionField(DjangoConnectionField):
                 if k in filtering_args:
                     if k == "order_by" and v is not None:
                         v = to_snake_case(v)
-                    kwargs[k] = v
+                    kwargs[k] = convert_enum(v)
             return kwargs
 
         qs = super(DjangoFilterConnectionField, cls).resolve_queryset(
@@ -78,7 +97,7 @@ class DjangoFilterConnectionField(DjangoConnectionField):
         filterset = filterset_class(
             data=filter_kwargs(), queryset=qs, request=info.context
         )
-        if filterset.form.is_valid():
+        if filterset.is_valid():
             return filterset.qs
         raise ValidationError(filterset.form.errors.as_json())
 
diff --git a/graphene_django/filter/filters.py b/graphene_django/filter/filters.py
deleted file mode 100644
index 58d7d08..0000000
--- a/graphene_django/filter/filters.py
+++ /dev/null
@@ -1,75 +0,0 @@
-from django.core.exceptions import ValidationError
-from django.forms import Field
-
-from django_filters import Filter, MultipleChoiceFilter
-
-from graphql_relay.node.node import from_global_id
-
-from ..forms import GlobalIDFormField, GlobalIDMultipleChoiceField
-
-
-class GlobalIDFilter(Filter):
-    """
-    Filter for Relay global ID.
-    """
-
-    field_class = GlobalIDFormField
-
-    def filter(self, qs, value):
-        """ Convert the filter value to a primary key before filtering """
-        _id = None
-        if value is not None:
-            _, _id = from_global_id(value)
-        return super(GlobalIDFilter, self).filter(qs, _id)
-
-
-class GlobalIDMultipleChoiceFilter(MultipleChoiceFilter):
-    field_class = GlobalIDMultipleChoiceField
-
-    def filter(self, qs, value):
-        gids = [from_global_id(v)[1] for v in value]
-        return super(GlobalIDMultipleChoiceFilter, self).filter(qs, gids)
-
-
-class InFilter(Filter):
-    """
-    Filter for a list of value using the `__in` Django filter.
-    """
-
-    def filter(self, qs, value):
-        """
-        Override the default filter class to check first weather the list is
-        empty or not.
-        This needs to be done as in this case we expect to get an empty output
-        (if not an exclude filter) but django_filter consider an empty list
-        to be an empty input value (see `EMPTY_VALUES`) meaning that
-        the filter does not need to be applied (hence returning the original
-        queryset).
-        """
-        if value is not None and len(value) == 0:
-            if self.exclude:
-                return qs
-            else:
-                return qs.none()
-        else:
-            return super().filter(qs, value)
-
-
-def validate_range(value):
-    """
-    Validator for range filter input: the list of value must be of length 2.
-    Note that validators are only run if the value is not empty.
-    """
-    if len(value) != 2:
-        raise ValidationError(
-            "Invalid range specified: it needs to contain 2 values.", code="invalid"
-        )
-
-
-class RangeField(Field):
-    default_validators = [validate_range]
-    empty_values = [None]
-
-
-class RangeFilter(Filter):
-    field_class = RangeField
diff --git a/graphene_django/filter/filters/__init__.py b/graphene_django/filter/filters/__init__.py
new file mode 100644
index 0000000..fcf75af
--- /dev/null
+++ b/graphene_django/filter/filters/__init__.py
@@ -0,0 +1,25 @@
+import warnings
+from ...utils import DJANGO_FILTER_INSTALLED
+
+if not DJANGO_FILTER_INSTALLED:
+    warnings.warn(
+        "Use of django filtering requires the django-filter package "
+        "be installed. You can do so using `pip install django-filter`",
+        ImportWarning,
+    )
+else:
+    from .array_filter import ArrayFilter
+    from .global_id_filter import GlobalIDFilter, GlobalIDMultipleChoiceFilter
+    from .list_filter import ListFilter
+    from .range_filter import RangeFilter
+    from .typed_filter import TypedFilter
+
+    __all__ = [
+        "DjangoFilterConnectionField",
+        "GlobalIDFilter",
+        "GlobalIDMultipleChoiceFilter",
+        "ArrayFilter",
+        "ListFilter",
+        "RangeFilter",
+        "TypedFilter",
+    ]
diff --git a/graphene_django/filter/filters/array_filter.py b/graphene_django/filter/filters/array_filter.py
new file mode 100644
index 0000000..e886cff
--- /dev/null
+++ b/graphene_django/filter/filters/array_filter.py
@@ -0,0 +1,27 @@
+from django_filters.constants import EMPTY_VALUES
+
+from .typed_filter import TypedFilter
+
+
+class ArrayFilter(TypedFilter):
+    """
+    Filter made for PostgreSQL ArrayField.
+    """
+
+    def filter(self, qs, value):
+        """
+        Override the default filter class to check first whether the list is
+        empty or not.
+        This needs to be done as in this case we expect to get the filter applied with
+        an empty list since it's a valid value but django_filter consider an empty list
+        to be an empty input value (see `EMPTY_VALUES`) meaning that
+        the filter does not need to be applied (hence returning the original
+        queryset).
+        """
+        if value in EMPTY_VALUES and value != []:
+            return qs
+        if self.distinct:
+            qs = qs.distinct()
+        lookup = "%s__%s" % (self.field_name, self.lookup_expr)
+        qs = self.get_method(qs)(**{lookup: value})
+        return qs
diff --git a/graphene_django/filter/filters/global_id_filter.py b/graphene_django/filter/filters/global_id_filter.py
new file mode 100644
index 0000000..da16585
--- /dev/null
+++ b/graphene_django/filter/filters/global_id_filter.py
@@ -0,0 +1,28 @@
+from django_filters import Filter, MultipleChoiceFilter
+
+from graphql_relay.node.node import from_global_id
+
+from ...forms import GlobalIDFormField, GlobalIDMultipleChoiceField
+
+
+class GlobalIDFilter(Filter):
+    """
+    Filter for Relay global ID.
+    """
+
+    field_class = GlobalIDFormField
+
+    def filter(self, qs, value):
+        """Convert the filter value to a primary key before filtering"""
+        _id = None
+        if value is not None:
+            _, _id = from_global_id(value)
+        return super(GlobalIDFilter, self).filter(qs, _id)
+
+
+class GlobalIDMultipleChoiceFilter(MultipleChoiceFilter):
+    field_class = GlobalIDMultipleChoiceField
+
+    def filter(self, qs, value):
+        gids = [from_global_id(v)[1] for v in value]
+        return super(GlobalIDMultipleChoiceFilter, self).filter(qs, gids)
diff --git a/graphene_django/filter/filters/list_filter.py b/graphene_django/filter/filters/list_filter.py
new file mode 100644
index 0000000..9689be3
--- /dev/null
+++ b/graphene_django/filter/filters/list_filter.py
@@ -0,0 +1,26 @@
+from .typed_filter import TypedFilter
+
+
+class ListFilter(TypedFilter):
+    """
+    Filter that takes a list of value as input.
+    It is for example used for `__in` filters.
+    """
+
+    def filter(self, qs, value):
+        """
+        Override the default filter class to check first whether the list is
+        empty or not.
+        This needs to be done as in this case we expect to get an empty output
+        (if not an exclude filter) but django_filter consider an empty list
+        to be an empty input value (see `EMPTY_VALUES`) meaning that
+        the filter does not need to be applied (hence returning the original
+        queryset).
+        """
+        if value is not None and len(value) == 0:
+            if self.exclude:
+                return qs
+            else:
+                return qs.none()
+        else:
+            return super(ListFilter, self).filter(qs, value)
diff --git a/graphene_django/filter/filters/range_filter.py b/graphene_django/filter/filters/range_filter.py
new file mode 100644
index 0000000..c2faddb
--- /dev/null
+++ b/graphene_django/filter/filters/range_filter.py
@@ -0,0 +1,24 @@
+from django.core.exceptions import ValidationError
+from django.forms import Field
+
+from .typed_filter import TypedFilter
+
+
+def validate_range(value):
+    """
+    Validator for range filter input: the list of value must be of length 2.
+    Note that validators are only run if the value is not empty.
+    """
+    if len(value) != 2:
+        raise ValidationError(
+            "Invalid range specified: it needs to contain 2 values.", code="invalid"
+        )
+
+
+class RangeField(Field):
+    default_validators = [validate_range]
+    empty_values = [None]
+
+
+class RangeFilter(TypedFilter):
+    field_class = RangeField
diff --git a/graphene_django/filter/filters/typed_filter.py b/graphene_django/filter/filters/typed_filter.py
new file mode 100644
index 0000000..2c813e4
--- /dev/null
+++ b/graphene_django/filter/filters/typed_filter.py
@@ -0,0 +1,27 @@
+from django_filters import Filter
+
+from graphene.types.utils import get_type
+
+
+class TypedFilter(Filter):
+    """
+    Filter class for which the input GraphQL type can explicitly be provided.
+    If it is not provided, when building the schema, it will try to guess
+    it from the field.
+    """
+
+    def __init__(self, input_type=None, *args, **kwargs):
+        self._input_type = input_type
+        super(TypedFilter, self).__init__(*args, **kwargs)
+
+    @property
+    def input_type(self):
+        input_type = get_type(self._input_type)
+        if input_type is not None:
+            if not callable(getattr(input_type, "get_type", None)):
+                raise ValueError(
+                    "Wrong `input_type` for {}: it only accepts graphene types, got {}".format(
+                        self.__class__.__name__, input_type
+                    )
+                )
+        return input_type
diff --git a/graphene_django/filter/filterset.py b/graphene_django/filter/filterset.py
index 64453ea..57c35af 100644
--- a/graphene_django/filter/filterset.py
+++ b/graphene_django/filter/filterset.py
@@ -1,7 +1,6 @@
 import itertools
 
 from django.db import models
-from django_filters import Filter, MultipleChoiceFilter
 from django_filters.filterset import BaseFilterSet, FilterSet
 from django_filters.filterset import FILTER_FOR_DBFIELD_DEFAULTS
 
@@ -19,8 +18,8 @@ GRAPHENE_FILTER_SET_OVERRIDES = {
 
 
 class GrapheneFilterSetMixin(BaseFilterSet):
-    """ A django_filters.filterset.BaseFilterSet with default filter overrides
-    to handle global IDs """
+    """A django_filters.filterset.BaseFilterSet with default filter overrides
+    to handle global IDs"""
 
     FILTER_DEFAULTS = dict(
         itertools.chain(
@@ -30,8 +29,7 @@ class GrapheneFilterSetMixin(BaseFilterSet):
 
 
 def setup_filterset(filterset_class):
-    """ Wrap a provided filterset in Graphene-specific functionality
-    """
+    """Wrap a provided filterset in Graphene-specific functionality"""
     return type(
         "Graphene{}".format(filterset_class.__name__),
         (filterset_class, GrapheneFilterSetMixin),
@@ -40,8 +38,7 @@ def setup_filterset(filterset_class):
 
 
 def custom_filterset_factory(model, filterset_base_class=FilterSet, **meta):
-    """ Create a filterset for the given model using the provided meta data
-    """
+    """Create a filterset for the given model using the provided meta data"""
     meta.update({"model": model})
     meta_class = type(str("Meta"), (object,), meta)
     filterset = type(
diff --git a/graphene_django/filter/tests/conftest.py b/graphene_django/filter/tests/conftest.py
index 0313645..e2bba68 100644
--- a/graphene_django/filter/tests/conftest.py
+++ b/graphene_django/filter/tests/conftest.py
@@ -9,6 +9,7 @@ import graphene
 from graphene.relay import Node
 from graphene_django import DjangoObjectType
 from graphene_django.utils import DJANGO_FILTER_INSTALLED
+from graphene_django.filter import ArrayFilter, ListFilter
 
 from ...compat import ArrayField
 
@@ -27,58 +28,71 @@ else:
 STORE = {"events": []}
 
 
-@pytest.fixture
-def Event():
-    class Event(models.Model):
-        name = models.CharField(max_length=50)
-        tags = ArrayField(models.CharField(max_length=50))
-
-    return Event
+class Event(models.Model):
+    name = models.CharField(max_length=50)
+    tags = ArrayField(models.CharField(max_length=50))
+    tag_ids = ArrayField(models.IntegerField())
+    random_field = ArrayField(models.BooleanField())
 
 
 @pytest.fixture
-def EventFilterSet(Event):
-
-    from django.contrib.postgres.forms import SimpleArrayField
-
-    class ArrayFilter(filters.Filter):
-        base_field_class = SimpleArrayField
-
+def EventFilterSet():
     class EventFilterSet(FilterSet):
         class Meta:
             model = Event
             fields = {
-                "name": ["exact"],
+                "name": ["exact", "contains"],
             }
 
+        # Those are actually usable with our Query fixture bellow
         tags__contains = ArrayFilter(field_name="tags", lookup_expr="contains")
         tags__overlap = ArrayFilter(field_name="tags", lookup_expr="overlap")
+        tags = ArrayFilter(field_name="tags", lookup_expr="exact")
+
+        # Those are actually not usable and only to check type declarations
+        tags_ids__contains = ArrayFilter(field_name="tag_ids", lookup_expr="contains")
+        tags_ids__overlap = ArrayFilter(field_name="tag_ids", lookup_expr="overlap")
+        tags_ids = ArrayFilter(field_name="tag_ids", lookup_expr="exact")
+        random_field__contains = ArrayFilter(
+            field_name="random_field", lookup_expr="contains"
+        )
+        random_field__overlap = ArrayFilter(
+            field_name="random_field", lookup_expr="overlap"
+        )
+        random_field = ArrayFilter(field_name="random_field", lookup_expr="exact")
 
     return EventFilterSet
 
 
 @pytest.fixture
-def EventType(Event, EventFilterSet):
+def EventType(EventFilterSet):
     class EventType(DjangoObjectType):
         class Meta:
             model = Event
             interfaces = (Node,)
+            fields = "__all__"
             filterset_class = EventFilterSet
 
     return EventType
 
 
 @pytest.fixture
-def Query(Event, EventType):
+def Query(EventType):
+    """
+    Note that we have to use a custom resolver to replicate the arrayfield filter behavior as
+    we are running unit tests in sqlite which does not have ArrayFields.
+    """
+
     class Query(graphene.ObjectType):
         events = DjangoFilterConnectionField(EventType)
 
         def resolve_events(self, info, **kwargs):
 
             events = [
-                Event(name="Live Show", tags=["concert", "music", "rock"],),
-                Event(name="Musical", tags=["movie", "music"],),
-                Event(name="Ballet", tags=["concert", "dance"],),
+                Event(name="Live Show", tags=["concert", "music", "rock"]),
+                Event(name="Musical", tags=["movie", "music"]),
+                Event(name="Ballet", tags=["concert", "dance"]),
+                Event(name="Speech", tags=[]),
             ]
 
             STORE["events"] = events
@@ -105,6 +119,13 @@ def Query(Event, EventType):
                             STORE["events"],
                         )
                     )
+                if "tags__exact" in kwargs:
+                    STORE["events"] = list(
+                        filter(
+                            lambda e: set(kwargs["tags__exact"]) == set(e.tags),
+                            STORE["events"],
+                        )
+                    )
 
             def mock_queryset_filter(*args, **kwargs):
                 filter_events(**kwargs)
@@ -121,7 +142,9 @@ def Query(Event, EventType):
             m_queryset.filter.side_effect = mock_queryset_filter
             m_queryset.none.side_effect = mock_queryset_none
             m_queryset.count.side_effect = mock_queryset_count
-            m_queryset.__getitem__.side_effect = STORE["events"].__getitem__
+            m_queryset.__getitem__.side_effect = lambda index: STORE[
+                "events"
+            ].__getitem__(index)
 
             return m_queryset
 
diff --git a/graphene_django/filter/tests/filters.py b/graphene_django/filter/tests/filters.py
index 43b6a87..a7443c0 100644
--- a/graphene_django/filter/tests/filters.py
+++ b/graphene_django/filter/tests/filters.py
@@ -10,7 +10,7 @@ class ArticleFilter(django_filters.FilterSet):
         fields = {
             "headline": ["exact", "icontains"],
             "pub_date": ["gt", "lt", "exact"],
-            "reporter": ["exact"],
+            "reporter": ["exact", "in"],
         }
 
     order_by = OrderingFilter(fields=("pub_date",))
diff --git a/graphene_django/filter/tests/test_contains_filter.py b/graphene_django/filter/tests/test_array_field_contains_filter.py
similarity index 74%
rename from graphene_django/filter/tests/test_contains_filter.py
rename to graphene_django/filter/tests/test_array_field_contains_filter.py
index 35e775e..4144614 100644
--- a/graphene_django/filter/tests/test_contains_filter.py
+++ b/graphene_django/filter/tests/test_array_field_contains_filter.py
@@ -6,9 +6,9 @@ from ...compat import ArrayField, MissingType
 
 
 @pytest.mark.skipif(ArrayField is MissingType, reason="ArrayField should exist")
-def test_string_contains_multiple(Query):
+def test_array_field_contains_multiple(Query):
     """
-    Test contains filter on a string field.
+    Test contains filter on a array field of string.
     """
 
     schema = Schema(query=Query)
@@ -32,9 +32,9 @@ def test_string_contains_multiple(Query):
 
 
 @pytest.mark.skipif(ArrayField is MissingType, reason="ArrayField should exist")
-def test_string_contains_one(Query):
+def test_array_field_contains_one(Query):
     """
-    Test contains filter on a string field.
+    Test contains filter on a array field of string.
     """
 
     schema = Schema(query=Query)
@@ -59,9 +59,9 @@ def test_string_contains_one(Query):
 
 
 @pytest.mark.skipif(ArrayField is MissingType, reason="ArrayField should exist")
-def test_string_contains_none(Query):
+def test_array_field_contains_empty_list(Query):
     """
-    Test contains filter on a string field.
+    Test contains filter on a array field of string.
     """
 
     schema = Schema(query=Query)
@@ -79,4 +79,9 @@ def test_string_contains_none(Query):
     """
     result = schema.execute(query)
     assert not result.errors
-    assert result.data["events"]["edges"] == []
+    assert result.data["events"]["edges"] == [
+        {"node": {"name": "Live Show"}},
+        {"node": {"name": "Musical"}},
+        {"node": {"name": "Ballet"}},
+        {"node": {"name": "Speech"}},
+    ]
diff --git a/graphene_django/filter/tests/test_array_field_exact_filter.py b/graphene_django/filter/tests/test_array_field_exact_filter.py
new file mode 100644
index 0000000..10e32ef
--- /dev/null
+++ b/graphene_django/filter/tests/test_array_field_exact_filter.py
@@ -0,0 +1,127 @@
+import pytest
+
+from graphene import Schema
+
+from ...compat import ArrayField, MissingType
+
+
+@pytest.mark.skipif(ArrayField is MissingType, reason="ArrayField should exist")
+def test_array_field_exact_no_match(Query):
+    """
+    Test exact filter on a array field of string.
+    """
+
+    schema = Schema(query=Query)
+
+    query = """
+    query {
+        events (tags: ["concert", "music"]) {
+            edges {
+                node {
+                    name
+                }
+            }
+        }
+    }
+    """
+    result = schema.execute(query)
+    assert not result.errors
+    assert result.data["events"]["edges"] == []
+
+
+@pytest.mark.skipif(ArrayField is MissingType, reason="ArrayField should exist")
+def test_array_field_exact_match(Query):
+    """
+    Test exact filter on a array field of string.
+    """
+
+    schema = Schema(query=Query)
+
+    query = """
+    query {
+        events (tags: ["movie", "music"]) {
+            edges {
+                node {
+                    name
+                }
+            }
+        }
+    }
+    """
+    result = schema.execute(query)
+    assert not result.errors
+    assert result.data["events"]["edges"] == [
+        {"node": {"name": "Musical"}},
+    ]
+
+
+@pytest.mark.skipif(ArrayField is MissingType, reason="ArrayField should exist")
+def test_array_field_exact_empty_list(Query):
+    """
+    Test exact filter on a array field of string.
+    """
+
+    schema = Schema(query=Query)
+
+    query = """
+    query {
+        events (tags: []) {
+            edges {
+                node {
+                    name
+                }
+            }
+        }
+    }
+    """
+    result = schema.execute(query)
+    assert not result.errors
+    assert result.data["events"]["edges"] == [
+        {"node": {"name": "Speech"}},
+    ]
+
+
+@pytest.mark.skipif(ArrayField is MissingType, reason="ArrayField should exist")
+def test_array_field_filter_schema_type(Query):
+    """
+    Check that the type in the filter is an array field like on the object type.
+    """
+    schema = Schema(query=Query)
+    schema_str = str(schema)
+
+    assert (
+        '''type EventType implements Node {
+  """The ID of the object"""
+  id: ID!
+  name: String!
+  tags: [String!]!
+  tagIds: [Int!]!
+  randomField: [Boolean!]!
+}'''
+        in schema_str
+    )
+
+    filters = {
+        "offset": "Int",
+        "before": "String",
+        "after": "String",
+        "first": "Int",
+        "last": "Int",
+        "name": "String",
+        "name_Contains": "String",
+        "tags_Contains": "[String!]",
+        "tags_Overlap": "[String!]",
+        "tags": "[String!]",
+        "tagsIds_Contains": "[Int!]",
+        "tagsIds_Overlap": "[Int!]",
+        "tagsIds": "[Int!]",
+        "randomField_Contains": "[Boolean!]",
+        "randomField_Overlap": "[Boolean!]",
+        "randomField": "[Boolean!]",
+    }
+    filters_str = ", ".join(
+        [f"{filter_field}: {gql_type}" for filter_field, gql_type in filters.items()]
+    )
+    assert (
+        f"type Query {{\n  events({filters_str}): EventTypeConnection\n}}" in schema_str
+    )
diff --git a/graphene_django/filter/tests/test_overlap_filter.py b/graphene_django/filter/tests/test_array_field_overlap_filter.py
similarity index 84%
rename from graphene_django/filter/tests/test_overlap_filter.py
rename to graphene_django/filter/tests/test_array_field_overlap_filter.py
index 32dfa44..5ce1576 100644
--- a/graphene_django/filter/tests/test_overlap_filter.py
+++ b/graphene_django/filter/tests/test_array_field_overlap_filter.py
@@ -6,9 +6,9 @@ from ...compat import ArrayField, MissingType
 
 
 @pytest.mark.skipif(ArrayField is MissingType, reason="ArrayField should exist")
-def test_string_overlap_multiple(Query):
+def test_array_field_overlap_multiple(Query):
     """
-    Test overlap filter on a string field.
+    Test overlap filter on a array field of string.
     """
 
     schema = Schema(query=Query)
@@ -34,9 +34,9 @@ def test_string_overlap_multiple(Query):
 
 
 @pytest.mark.skipif(ArrayField is MissingType, reason="ArrayField should exist")
-def test_string_overlap_one(Query):
+def test_array_field_overlap_one(Query):
     """
-    Test overlap filter on a string field.
+    Test overlap filter on a array field of string.
     """
 
     schema = Schema(query=Query)
@@ -61,9 +61,9 @@ def test_string_overlap_one(Query):
 
 
 @pytest.mark.skipif(ArrayField is MissingType, reason="ArrayField should exist")
-def test_string_overlap_none(Query):
+def test_array_field_overlap_empty_list(Query):
     """
-    Test overlap filter on a string field.
+    Test overlap filter on a array field of string.
     """
 
     schema = Schema(query=Query)
diff --git a/graphene_django/filter/tests/test_enum_filtering.py b/graphene_django/filter/tests/test_enum_filtering.py
new file mode 100644
index 0000000..a284d08
--- /dev/null
+++ b/graphene_django/filter/tests/test_enum_filtering.py
@@ -0,0 +1,163 @@
+import pytest
+
+import graphene
+from graphene.relay import Node
+
+from graphene_django import DjangoObjectType, DjangoConnectionField
+from graphene_django.tests.models import Article, Reporter
+from graphene_django.utils import DJANGO_FILTER_INSTALLED
+
+pytestmark = []
+
+if DJANGO_FILTER_INSTALLED:
+    from graphene_django.filter import DjangoFilterConnectionField
+else:
+    pytestmark.append(
+        pytest.mark.skipif(
+            True, reason="django_filters not installed or not compatible"
+        )
+    )
+
+
+@pytest.fixture
+def schema():
+    class ReporterType(DjangoObjectType):
+        class Meta:
+            model = Reporter
+            interfaces = (Node,)
+            fields = "__all__"
+
+    class ArticleType(DjangoObjectType):
+        class Meta:
+            model = Article
+            interfaces = (Node,)
+            fields = "__all__"
+            filter_fields = {
+                "lang": ["exact", "in"],
+                "reporter__a_choice": ["exact", "in"],
+            }
+
+    class Query(graphene.ObjectType):
+        all_reporters = DjangoConnectionField(ReporterType)
+        all_articles = DjangoFilterConnectionField(ArticleType)
+
+    schema = graphene.Schema(query=Query)
+    return schema
+
+
+@pytest.fixture
+def reporter_article_data():
+    john = Reporter.objects.create(
+        first_name="John", last_name="Doe", email="johndoe@example.com", a_choice=1
+    )
+    jane = Reporter.objects.create(
+        first_name="Jane", last_name="Doe", email="janedoe@example.com", a_choice=2
+    )
+    Article.objects.create(
+        headline="Article Node 1", reporter=john, editor=john, lang="es"
+    )
+    Article.objects.create(
+        headline="Article Node 2", reporter=john, editor=john, lang="en"
+    )
+    Article.objects.create(
+        headline="Article Node 3", reporter=jane, editor=jane, lang="en"
+    )
+
+
+def test_filter_enum_on_connection(schema, reporter_article_data):
+    """
+    Check that we can filter with enums on a connection.
+    """
+    query = """
+        query {
+            allArticles(lang: ES) {
+                edges {
+                    node {
+                        headline
+                    }
+                }
+            }
+        }
+    """
+
+    expected = {
+        "allArticles": {
+            "edges": [
+                {"node": {"headline": "Article Node 1"}},
+            ]
+        }
+    }
+
+    result = schema.execute(query)
+    assert not result.errors
+    assert result.data == expected
+
+
+def test_filter_on_foreign_key_enum_field(schema, reporter_article_data):
+    """
+    Check that we can filter with enums on a field from a foreign key.
+    """
+    query = """
+        query {
+            allArticles(reporter_AChoice: A_1) {
+                edges {
+                    node {
+                        headline
+                    }
+                }
+            }
+        }
+    """
+
+    expected = {
+        "allArticles": {
+            "edges": [
+                {"node": {"headline": "Article Node 1"}},
+                {"node": {"headline": "Article Node 2"}},
+            ]
+        }
+    }
+
+    result = schema.execute(query)
+    assert not result.errors
+    assert result.data == expected
+
+
+def test_filter_enum_field_schema_type(schema):
+    """
+    Check that the type in the filter is an enum like on the object type.
+    """
+    schema_str = str(schema)
+
+    assert (
+        '''type ArticleType implements Node {
+  """The ID of the object"""
+  id: ID!
+  headline: String!
+  pubDate: Date!
+  pubDateTime: DateTime!
+  reporter: ReporterType!
+  editor: ReporterType!
+
+  """Language"""
+  lang: TestsArticleLangChoices!
+  importance: TestsArticleImportanceChoices
+}'''
+        in schema_str
+    )
+
+    filters = {
+        "offset": "Int",
+        "before": "String",
+        "after": "String",
+        "first": "Int",
+        "last": "Int",
+        "lang": "TestsArticleLangChoices",
+        "lang_In": "[TestsArticleLangChoices]",
+        "reporter_AChoice": "TestsReporterAChoiceChoices",
+        "reporter_AChoice_In": "[TestsReporterAChoiceChoices]",
+    }
+    filters_str = ", ".join(
+        [f"{filter_field}: {gql_type}" for filter_field, gql_type in filters.items()]
+    )
+    assert f"  allArticles({filters_str}): ArticleTypeConnection\n" in schema_str
diff --git a/graphene_django/filter/tests/test_fields.py b/graphene_django/filter/tests/test_fields.py
index 9c94f06..fe4ae87 100644
--- a/graphene_django/filter/tests/test_fields.py
+++ b/graphene_django/filter/tests/test_fields.py
@@ -5,18 +5,18 @@ import pytest
 from django.db.models import TextField, Value
 from django.db.models.functions import Concat
 
-from graphene import Argument, Boolean, Field, Float, ObjectType, Schema, String
+from graphene import Argument, Boolean, Decimal, Field, ObjectType, Schema, String
 from graphene.relay import Node
 from graphene_django import DjangoObjectType
 from graphene_django.forms import GlobalIDFormField, GlobalIDMultipleChoiceField
-from graphene_django.tests.models import Article, Pet, Reporter
+from graphene_django.tests.models import Article, Person, Pet, Reporter
 from graphene_django.utils import DJANGO_FILTER_INSTALLED
 
 pytestmark = []
 
 if DJANGO_FILTER_INSTALLED:
     import django_filters
-    from django_filters import FilterSet, NumberFilter
+    from django_filters import FilterSet, NumberFilter, OrderingFilter
 
     from graphene_django.filter import (
         GlobalIDFilter,
@@ -90,6 +90,7 @@ def test_filter_explicit_filterset_arguments():
         "pub_date__gt",
         "pub_date__lt",
         "reporter",
+        "reporter__in",
     )
 
 
@@ -400,7 +401,7 @@ def test_filterset_descriptions():
     field = DjangoFilterConnectionField(ArticleNode, filterset_class=ArticleIdFilter)
     max_time = field.args["max_time"]
     assert isinstance(max_time, Argument)
-    assert max_time.type == Float
+    assert max_time.type == Decimal
     assert max_time.description == "The maximum time"
 
 
@@ -696,7 +697,7 @@ def test_should_query_filter_node_limit():
                     node {
                         id
                         firstName
-                        articles(lang: "es") {
+                        articles(lang: ES) {
                             edges {
                                 node {
                                     id
@@ -738,6 +739,7 @@ def test_order_by():
         class Meta:
             model = Reporter
             interfaces = (Node,)
+            fields = "__all__"
 
     class Query(ObjectType):
         all_reporters = DjangoFilterConnectionField(
@@ -1006,7 +1008,7 @@ def test_integer_field_filter_type():
     assert str(schema) == dedent(
         """\
         type Query {
-          pets(offset: Int = null, before: String = null, after: String = null, first: Int = null, last: Int = null, age: Int = null): PetTypeConnection
+          pets(offset: Int, before: String, after: String, first: Int, last: Int, age: Int): PetTypeConnection
         }
 
         type PetTypeConnection {
@@ -1054,8 +1056,7 @@ def test_integer_field_filter_type():
         interface Node {
           \"""The ID of the object\"""
           id: ID!
-        }
-    """
+        }"""
     )
 
 
@@ -1075,7 +1076,7 @@ def test_other_filter_types():
     assert str(schema) == dedent(
         """\
         type Query {
-          pets(offset: Int = null, before: String = null, after: String = null, first: Int = null, last: Int = null, age: Int = null, age_Isnull: Boolean = null, age_Lt: Int = null): PetTypeConnection
+          pets(offset: Int, before: String, after: String, first: Int, last: Int, age: Int, age_Isnull: Boolean, age_Lt: Int): PetTypeConnection
         }
 
         type PetTypeConnection {
@@ -1123,8 +1124,7 @@ def test_other_filter_types():
         interface Node {
           \"""The ID of the object\"""
           id: ID!
-        }
-        """
+        }"""
     )
 
 
@@ -1143,7 +1143,7 @@ def test_filter_filterset_based_on_mixin():
 
             return filters
 
-        def filter_email_in(cls, queryset, name, value):
+        def filter_email_in(self, queryset, name, value):
             return queryset.filter(**{name: [value]})
 
     class NewArticleFilter(ArticleFilterMixin, ArticleFilter):
@@ -1224,7 +1224,81 @@ def test_filter_filterset_based_on_mixin():
         }
     }
 
-    result = schema.execute(query, variable_values={"email": reporter_1.email},)
+    result = schema.execute(query, variable_values={"email": reporter_1.email})
 
     assert not result.errors
     assert result.data == expected
+
+
+def test_filter_string_contains():
+    class PersonType(DjangoObjectType):
+        class Meta:
+            model = Person
+            interfaces = (Node,)
+            fields = "__all__"
+            filter_fields = {"name": ["exact", "in", "contains", "icontains"]}
+
+    class Query(ObjectType):
+        people = DjangoFilterConnectionField(PersonType)
+
+    schema = Schema(query=Query)
+
+    Person.objects.bulk_create(
+        [
+            Person(name="Jack"),
+            Person(name="Joe"),
+            Person(name="Jane"),
+            Person(name="Peter"),
+            Person(name="Bob"),
+        ]
+    )
+    query = """query nameContain($filter: String) {
+        people(name_Contains: $filter) {
+            edges {
+                node {
+                    name
+                }
+            }
+        }
+    }"""
+
+    result = schema.execute(query, variables={"filter": "Ja"})
+    assert not result.errors
+    assert result.data == {
+        "people": {
+            "edges": [
+                {"node": {"name": "Jack"}},
+                {"node": {"name": "Jane"}},
+            ]
+        }
+    }
+
+    result = schema.execute(query, variables={"filter": "o"})
+    assert not result.errors
+    assert result.data == {
+        "people": {
+            "edges": [
+                {"node": {"name": "Joe"}},
+                {"node": {"name": "Bob"}},
+            ]
+        }
+    }
+
+
+def test_only_custom_filters():
+    class ReporterFilter(FilterSet):
+        class Meta:
+            model = Reporter
+            fields = []
+
+        some_filter = OrderingFilter(fields=("name",))
+
+    class ReporterFilterNode(DjangoObjectType):
+        class Meta:
+            model = Reporter
+            interfaces = (Node,)
+            fields = "__all__"
+            filterset_class = ReporterFilter
+
+    field = DjangoFilterConnectionField(ReporterFilterNode)
+    assert_arguments(field, "some_filter")
diff --git a/graphene_django/filter/tests/test_in_filter.py b/graphene_django/filter/tests/test_in_filter.py
index 9e9c323..7ad0286 100644
--- a/graphene_django/filter/tests/test_in_filter.py
+++ b/graphene_django/filter/tests/test_in_filter.py
@@ -1,3 +1,5 @@
+from datetime import datetime
+
 import pytest
 
 from django_filters import FilterSet
@@ -5,7 +7,8 @@ from django_filters import rest_framework as filters
 from graphene import ObjectType, Schema
 from graphene.relay import Node
 from graphene_django import DjangoObjectType
-from graphene_django.tests.models import Pet, Person
+from graphene_django.tests.models import Pet, Person, Reporter, Article, Film
+from graphene_django.filter.tests.filters import ArticleFilter
 from graphene_django.utils import DJANGO_FILTER_INSTALLED
 
 pytestmark = []
@@ -20,40 +23,77 @@ else:
     )
 
 
-class PetNode(DjangoObjectType):
-    class Meta:
-        model = Pet
-        interfaces = (Node,)
-        filter_fields = {
-            "name": ["exact", "in"],
-            "age": ["exact", "in", "range"],
-        }
+@pytest.fixture
+def query():
+    class PetNode(DjangoObjectType):
+        class Meta:
+            model = Pet
+            interfaces = (Node,)
+            fields = "__all__"
+            filter_fields = {
+                "id": ["exact", "in"],
+                "name": ["exact", "in"],
+                "age": ["exact", "in", "range"],
+            }
+
+    class ReporterNode(DjangoObjectType):
+        class Meta:
+            model = Reporter
+            interfaces = (Node,)
+            fields = "__all__"
+            # choice filter using enum
+            filter_fields = {"reporter_type": ["exact", "in"]}
+
+    class ArticleNode(DjangoObjectType):
+        class Meta:
+            model = Article
+            interfaces = (Node,)
+            fields = "__all__"
+            filterset_class = ArticleFilter
+
+    class FilmNode(DjangoObjectType):
+        class Meta:
+            model = Film
+            interfaces = (Node,)
+            fields = "__all__"
+            # choice filter not using enum
+            filter_fields = {
+                "genre": ["exact", "in"],
+            }
+            convert_choices_to_enum = False
+
+    class PersonFilterSet(FilterSet):
+        class Meta:
+            model = Person
+            fields = {"name": ["in"]}
+
+        names = filters.BaseInFilter(method="filter_names")
+
+        def filter_names(self, qs, name, value):
+            """
+            This custom filter take a string as input with comma separated values.
+            Note that the value here is already a list as it has been transformed by the BaseInFilter class.
+            """
+            return qs.filter(name__in=value)
+
+    class PersonNode(DjangoObjectType):
+        class Meta:
+            model = Person
+            interfaces = (Node,)
+            filterset_class = PersonFilterSet
+            fields = "__all__"
+
+    class Query(ObjectType):
+        pets = DjangoFilterConnectionField(PetNode)
+        people = DjangoFilterConnectionField(PersonNode)
+        articles = DjangoFilterConnectionField(ArticleNode)
+        films = DjangoFilterConnectionField(FilmNode)
+        reporters = DjangoFilterConnectionField(ReporterNode)
+
+    return Query
 
 
-class PersonFilterSet(FilterSet):
-    class Meta:
-        model = Person
-        fields = {}
-
-    names = filters.BaseInFilter(method="filter_names")
-
-    def filter_names(self, qs, name, value):
-        return qs.filter(name__in=value)
-
-
-class PersonNode(DjangoObjectType):
-    class Meta:
-        model = Person
-        interfaces = (Node,)
-        filterset_class = PersonFilterSet
-
-
-class Query(ObjectType):
-    pets = DjangoFilterConnectionField(PetNode)
-    people = DjangoFilterConnectionField(PersonNode)
-
-
-def test_string_in_filter():
+def test_string_in_filter(query):
     """
     Test in filter on a string field.
     """
@@ -61,7 +101,7 @@ def test_string_in_filter():
     Pet.objects.create(name="Mimi", age=3)
     Pet.objects.create(name="Jojo, the rabbit", age=3)
 
-    schema = Schema(query=Query)
+    schema = Schema(query=query)
 
     query = """
     query {
@@ -82,17 +122,19 @@ def test_string_in_filter():
     ]
 
 
-def test_string_in_filter_with_filterset_class():
-    """Test in filter on a string field with a custom filterset class."""
+def test_string_in_filter_with_otjer_filter(query):
+    """
+    Test in filter on a string field which has also a custom filter doing a similar operation.
+    """
     Person.objects.create(name="John")
     Person.objects.create(name="Michael")
     Person.objects.create(name="Angela")
 
-    schema = Schema(query=Query)
+    schema = Schema(query=query)
 
     query = """
     query {
-        people (names: ["John", "Michael"]) {
+        people (name_In: ["John", "Michael"]) {
             edges {
                 node {
                     name
@@ -109,7 +151,36 @@ def test_string_in_filter_with_filterset_class():
     ]
 
 
-def test_int_in_filter():
+def test_string_in_filter_with_declared_filter(query):
+    """
+    Test in filter on a string field with a custom filterset class.
+    """
+    Person.objects.create(name="John")
+    Person.objects.create(name="Michael")
+    Person.objects.create(name="Angela")
+
+    schema = Schema(query=query)
+
+    query = """
+    query {
+        people (names: "John,Michael") {
+            edges {
+                node {
+                    name
+                }
+            }
+        }
+    }
+    """
+    result = schema.execute(query)
+    assert not result.errors
+    assert result.data["people"]["edges"] == [
+        {"node": {"name": "John"}},
+        {"node": {"name": "Michael"}},
+    ]
+
+
+def test_int_in_filter(query):
     """
     Test in filter on an integer field.
     """
@@ -117,7 +188,7 @@ def test_int_in_filter():
     Pet.objects.create(name="Mimi", age=3)
     Pet.objects.create(name="Jojo, the rabbit", age=3)
 
-    schema = Schema(query=Query)
+    schema = Schema(query=query)
 
     query = """
     query {
@@ -157,7 +228,7 @@ def test_int_in_filter():
     ]
 
 
-def test_in_filter_with_empty_list():
+def test_in_filter_with_empty_list(query):
     """
     Check that using a in filter with an empty list provided as input returns no objects.
     """
@@ -165,7 +236,7 @@ def test_in_filter_with_empty_list():
     Pet.objects.create(name="Mimi", age=8)
     Pet.objects.create(name="Picotin", age=5)
 
-    schema = Schema(query=Query)
+    schema = Schema(query=query)
 
     query = """
     query {
@@ -181,3 +252,197 @@ def test_in_filter_with_empty_list():
     result = schema.execute(query)
     assert not result.errors
     assert len(result.data["pets"]["edges"]) == 0
+
+
+def test_choice_in_filter_without_enum(query):
+    """
+    Test in filter o an choice field not using an enum (Film.genre).
+    """
+
+    john_doe = Reporter.objects.create(
+        first_name="John", last_name="Doe", email="john@doe.com"
+    )
+    jean_bon = Reporter.objects.create(
+        first_name="Jean", last_name="Bon", email="jean@bon.com"
+    )
+    documentary_film = Film.objects.create(genre="do")
+    documentary_film.reporters.add(john_doe)
+    action_film = Film.objects.create(genre="ac")
+    action_film.reporters.add(john_doe)
+    other_film = Film.objects.create(genre="ot")
+    other_film.reporters.add(john_doe)
+    other_film.reporters.add(jean_bon)
+
+    schema = Schema(query=query)
+
+    query = """
+    query {
+        films (genre_In: ["do", "ac"]) {
+            edges {
+                node {
+                    genre
+                    reporters {
+                        edges {
+                            node {
+                                lastName
+                            }
+                        }
+                    }
+                }
+            }
+        }
+    }
+    """
+    result = schema.execute(query)
+    assert not result.errors
+    assert result.data["films"]["edges"] == [
+        {
+            "node": {
+                "genre": "do",
+                "reporters": {"edges": [{"node": {"lastName": "Doe"}}]},
+            }
+        },
+        {
+            "node": {
+                "genre": "ac",
+                "reporters": {"edges": [{"node": {"lastName": "Doe"}}]},
+            }
+        },
+    ]
+
+
+def test_fk_id_in_filter(query):
+    """
+    Test in filter on an foreign key relationship.
+    """
+    john_doe = Reporter.objects.create(
+        first_name="John", last_name="Doe", email="john@doe.com"
+    )
+    jean_bon = Reporter.objects.create(
+        first_name="Jean", last_name="Bon", email="jean@bon.com"
+    )
+    sara_croche = Reporter.objects.create(
+        first_name="Sara", last_name="Croche", email="sara@croche.com"
+    )
+    Article.objects.create(
+        headline="A",
+        pub_date=datetime.now(),
+        pub_date_time=datetime.now(),
+        reporter=john_doe,
+        editor=john_doe,
+    )
+    Article.objects.create(
+        headline="B",
+        pub_date=datetime.now(),
+        pub_date_time=datetime.now(),
+        reporter=jean_bon,
+        editor=jean_bon,
+    )
+    Article.objects.create(
+        headline="C",
+        pub_date=datetime.now(),
+        pub_date_time=datetime.now(),
+        reporter=sara_croche,
+        editor=sara_croche,
+    )
+
+    schema = Schema(query=query)
+
+    query = """
+    query {
+        articles (reporter_In: [%s, %s]) {
+            edges {
+                node {
+                    headline
+                    reporter {
+                        lastName
+                    }
+                }
+            }
+        }
+    }
+    """ % (
+        john_doe.id,
+        jean_bon.id,
+    )
+    result = schema.execute(query)
+    assert not result.errors
+    assert result.data["articles"]["edges"] == [
+        {"node": {"headline": "A", "reporter": {"lastName": "Doe"}}},
+        {"node": {"headline": "B", "reporter": {"lastName": "Bon"}}},
+    ]
+
+
+def test_enum_in_filter(query):
+    """
+    Test in filter on a choice field using an enum (Reporter.reporter_type).
+    """
+
+    Reporter.objects.create(
+        first_name="John", last_name="Doe", email="john@doe.com", reporter_type=1
+    )
+    Reporter.objects.create(
+        first_name="Jean", last_name="Bon", email="jean@bon.com", reporter_type=2
+    )
+    Reporter.objects.create(
+        first_name="Jane", last_name="Doe", email="jane@doe.com", reporter_type=2
+    )
+    Reporter.objects.create(
+        first_name="Jack", last_name="Black", email="jack@black.com", reporter_type=None
+    )
+
+    schema = Schema(query=query)
+
+    query = """
+    query {
+        reporters (reporterType_In: [A_1]) {
+            edges {
+                node {
+                    email
+                }
+            }
+        }
+    }
+    """
+    result = schema.execute(query)
+    assert not result.errors
+    assert result.data["reporters"]["edges"] == [
+        {"node": {"email": "john@doe.com"}},
+    ]
+
+    query = """
+    query {
+        reporters (reporterType_In: [A_2]) {
+            edges {
+                node {
+                    email
+                }
+            }
+        }
+    }
+    """
+    result = schema.execute(query)
+    assert not result.errors
+    assert result.data["reporters"]["edges"] == [
+        {"node": {"email": "jean@bon.com"}},
+        {"node": {"email": "jane@doe.com"}},
+    ]
+
+    query = """
+    query {
+        reporters (reporterType_In: [A_2, A_1]) {
+            edges {
+                node {
+                    email
+                }
+            }
+        }
+    }
+    """
+    result = schema.execute(query)
+    assert not result.errors
+    assert result.data["reporters"]["edges"] == [
+        {"node": {"email": "john@doe.com"}},
+        {"node": {"email": "jean@bon.com"}},
+        {"node": {"email": "jane@doe.com"}},
+    ]
diff --git a/graphene_django/filter/tests/test_range_filter.py b/graphene_django/filter/tests/test_range_filter.py
index 995f588..6227a70 100644
--- a/graphene_django/filter/tests/test_range_filter.py
+++ b/graphene_django/filter/tests/test_range_filter.py
@@ -25,6 +25,7 @@ class PetNode(DjangoObjectType):
     class Meta:
         model = Pet
         interfaces = (Node,)
+        fields = "__all__"
         filter_fields = {
             "name": ["exact", "in"],
             "age": ["exact", "in", "range"],
@@ -101,14 +102,14 @@ def test_range_filter_with_invalid_input():
     # Empty list
     result = schema.execute(query, variables={"rangeValue": []})
     assert len(result.errors) == 1
-    assert result.errors[0].message == f"['{expected_error}']"
+    assert result.errors[0].message == expected_error
 
     # Only one item in the list
     result = schema.execute(query, variables={"rangeValue": [1]})
     assert len(result.errors) == 1
-    assert result.errors[0].message == f"['{expected_error}']"
+    assert result.errors[0].message == expected_error
 
     # More than 2 items in the list
     result = schema.execute(query, variables={"rangeValue": [1, 2, 3]})
     assert len(result.errors) == 1
-    assert result.errors[0].message == f"['{expected_error}']"
+    assert result.errors[0].message == expected_error
diff --git a/graphene_django/filter/tests/test_typed_filter.py b/graphene_django/filter/tests/test_typed_filter.py
new file mode 100644
index 0000000..a7edc56
--- /dev/null
+++ b/graphene_django/filter/tests/test_typed_filter.py
@@ -0,0 +1,151 @@
+import pytest
+
+from django_filters import FilterSet
+
+import graphene
+from graphene.relay import Node
+
+from graphene_django import DjangoObjectType
+from graphene_django.tests.models import Article, Reporter
+from graphene_django.utils import DJANGO_FILTER_INSTALLED
+
+pytestmark = []
+
+if DJANGO_FILTER_INSTALLED:
+    from graphene_django.filter import (
+        DjangoFilterConnectionField,
+        TypedFilter,
+        ListFilter,
+    )
+else:
+    pytestmark.append(
+        pytest.mark.skipif(
+            True, reason="django_filters not installed or not compatible"
+        )
+    )
+
+
+@pytest.fixture
+def schema():
+    class ArticleFilterSet(FilterSet):
+        class Meta:
+            model = Article
+            fields = {
+                "lang": ["exact", "in"],
+            }
+
+        lang__contains = TypedFilter(
+            field_name="lang", lookup_expr="icontains", input_type=graphene.String
+        )
+        lang__in_str = ListFilter(
+            field_name="lang",
+            lookup_expr="in",
+            input_type=graphene.List(graphene.String),
+        )
+        first_n = TypedFilter(input_type=graphene.Int, method="first_n_filter")
+        only_first = TypedFilter(
+            input_type=graphene.Boolean, method="only_first_filter"
+        )
+
+        def first_n_filter(self, queryset, _name, value):
+            return queryset[:value]
+
+        def only_first_filter(self, queryset, _name, value):
+            if value:
+                return queryset[:1]
+            else:
+                return queryset
+
+    class ArticleType(DjangoObjectType):
+        class Meta:
+            model = Article
+            interfaces = (Node,)
+            fields = "__all__"
+            filterset_class = ArticleFilterSet
+
+    class Query(graphene.ObjectType):
+        articles = DjangoFilterConnectionField(ArticleType)
+
+    schema = graphene.Schema(query=Query)
+    return schema
+
+
+def test_typed_filter_schema(schema):
+    """
+    Check that the type provided in the filter is reflected in the schema.
+    """
+
+    schema_str = str(schema)
+
+    filters = {
+        "offset": "Int",
+        "before": "String",
+        "after": "String",
+        "first": "Int",
+        "last": "Int",
+        "lang": "TestsArticleLangChoices",
+        "lang_In": "[TestsArticleLangChoices]",
+        "lang_Contains": "String",
+        "lang_InStr": "[String]",
+        "firstN": "Int",
+        "onlyFirst": "Boolean",
+    }
+
+    all_articles_filters = (
+        schema_str.split("  articles(")[1]
+        .split("): ArticleTypeConnection\n")[0]
+        .split(", ")
+    )
+
+    for filter_field, gql_type in filters.items():
+        assert "{}: {}".format(filter_field, gql_type) in all_articles_filters
+
+
+def test_typed_filters_work(schema):
+    reporter = Reporter.objects.create(first_name="John", last_name="Doe", email="")
+    Article.objects.create(headline="A", reporter=reporter, editor=reporter, lang="es")
+    Article.objects.create(headline="B", reporter=reporter, editor=reporter, lang="es")
+    Article.objects.create(headline="C", reporter=reporter, editor=reporter, lang="en")
+
+    query = "query { articles (lang_In: [ES]) { edges { node { headline } } } }"
+
+    result = schema.execute(query)
+    assert not result.errors
+    assert result.data["articles"]["edges"] == [
+        {"node": {"headline": "A"}},
+        {"node": {"headline": "B"}},
+    ]
+
+    query = 'query { articles (lang_InStr: ["es"]) { edges { node { headline } } } }'
+
+    result = schema.execute(query)
+    assert not result.errors
+    assert result.data["articles"]["edges"] == [
+        {"node": {"headline": "A"}},
+        {"node": {"headline": "B"}},
+    ]
+
+    query = 'query { articles (lang_Contains: "n") { edges { node { headline } } } }'
+
+    result = schema.execute(query)
+    assert not result.errors
+    assert result.data["articles"]["edges"] == [
+        {"node": {"headline": "C"}},
+    ]
+
+    query = "query { articles (firstN: 2) { edges { node { headline } } } }"
+
+    result = schema.execute(query)
+    assert not result.errors
+    assert result.data["articles"]["edges"] == [
+        {"node": {"headline": "A"}},
+        {"node": {"headline": "B"}},
+    ]
+
+    query = "query { articles (onlyFirst: true) { edges { node { headline } } } }"
+
+    result = schema.execute(query)
+    assert not result.errors
+    assert result.data["articles"]["edges"] == [
+        {"node": {"headline": "A"}},
+    ]
diff --git a/graphene_django/filter/utils.py b/graphene_django/filter/utils.py
index 4530599..ebd2a00 100644
--- a/graphene_django/filter/utils.py
+++ b/graphene_django/filter/utils.py
@@ -1,53 +1,103 @@
 import graphene
-
-from django_filters.utils import get_model_field
+from django import forms
+from django_filters.utils import get_model_field, get_field_parts
 from django_filters.filters import Filter, BaseCSVFilter
-
+from .filters import ArrayFilter, ListFilter, RangeFilter, TypedFilter
 from .filterset import custom_filterset_factory, setup_filterset
-from .filters import InFilter, RangeFilter
+from ..forms import GlobalIDFormField, GlobalIDMultipleChoiceField
+
+
+def get_field_type(registry, model, field_name):
+    """
+    Try to get a model field corresponding Graphql type from the DjangoObjectType.
+    """
+    object_type = registry.get_type_for_model(model)
+    if object_type:
+        object_type_field = object_type._meta.fields.get(field_name)
+        if object_type_field:
+            field_type = object_type_field.type
+            if isinstance(field_type, graphene.NonNull):
+                field_type = field_type.of_type
+            return field_type
+    return None
 
 
 def get_filtering_args_from_filterset(filterset_class, type):
-    """ Inspect a FilterSet and produce the arguments to pass to
-        a Graphene Field. These arguments will be available to
-        filter against in the GraphQL
+    """
+    Inspect a FilterSet and produce the arguments to pass to a Graphene Field.
+    These arguments will be available to filter against in the GraphQL API.
     """
     from ..forms.converter import convert_form_field
 
     args = {}
     model = filterset_class._meta.model
+    registry = type._meta.registry
     for name, filter_field in filterset_class.base_filters.items():
-        form_field = None
         filter_type = filter_field.lookup_expr
+        required = filter_field.extra.get("required", False)
+        field_type = None
+        form_field = None
 
-        if name in filterset_class.declared_filters:
-            # Get the filter field from the explicitly declared filter
-            form_field = filter_field.field
-            field = convert_form_field(form_field)
+        if (
+            isinstance(filter_field, TypedFilter)
+            and filter_field.input_type is not None
+        ):
+            # First check if the filter input type has been explicitely given
+            field_type = filter_field.input_type
         else:
-            # Get the filter field with no explicit type declaration
-            model_field = get_model_field(model, filter_field.field_name)
-            if filter_type != "isnull" and hasattr(model_field, "formfield"):
-                form_field = model_field.formfield(
-                    required=filter_field.extra.get("required", False)
-                )
+            if name not in filterset_class.declared_filters or isinstance(
+                filter_field, TypedFilter
+            ):
+                # Get the filter field for filters that are no explicitly declared.
+                if filter_type == "isnull":
+                    field = graphene.Boolean(required=required)
+                else:
+                    model_field = get_model_field(model, filter_field.field_name)
 
-            # Fallback to field defined on filter if we can't get it from the
-            # model field
-            if not form_field:
-                form_field = filter_field.field
+                    # Get the form field either from:
+                    #  1. the formfield corresponding to the model field
+                    #  2. the field defined on filter
+                    if hasattr(model_field, "formfield"):
+                        form_field = model_field.formfield(required=required)
+                    if not form_field:
+                        form_field = filter_field.field
 
-            field = convert_form_field(form_field)
+                    # First try to get the matching field type from the GraphQL DjangoObjectType
+                    if model_field:
+                        if (
+                            isinstance(form_field, forms.ModelChoiceField)
+                            or isinstance(form_field, forms.ModelMultipleChoiceField)
+                            or isinstance(form_field, GlobalIDMultipleChoiceField)
+                            or isinstance(form_field, GlobalIDFormField)
+                        ):
+                            # Foreign key have dynamic types and filtering on a foreign key actually means filtering on its ID.
+                            field_type = get_field_type(
+                                registry, model_field.related_model, "id"
+                            )
+                        else:
+                            field_type = get_field_type(
+                                registry, model_field.model, model_field.name
+                            )
 
-        if filter_type in {"in", "range", "contains", "overlap"}:
-            # Replace CSV filters (`in`, `range`, `contains`, `overlap`) argument type to be a list of
-            # the same type as the field.  See comments in
-            # `replace_csv_filters` method for more details.
-            field = graphene.List(field.get_type())
+            if not field_type:
+                # Fallback on converting the form field either because:
+                #  - it's an explicitly declared filters
+                #  - we did not manage to get the type from the model type
+                form_field = form_field or filter_field.field
+                field_type = convert_form_field(form_field).get_type()
 
-        field_type = field.Argument()
-        field_type.description = str(filter_field.label) if filter_field.label else None
-        args[name] = field_type
+            if isinstance(filter_field, ListFilter) or isinstance(
+                filter_field, RangeFilter
+            ):
+                # Replace InFilter/RangeFilter filters (`in`, `range`) argument type to be a list of
+                # the same type as the field. See comments in `replace_csv_filters` method for more details.
+                field_type = graphene.List(field_type)
+
+        args[name] = graphene.Argument(
+            field_type,
+            description=filter_field.label,
+            required=required,
+        )
 
     return args
 
@@ -69,18 +119,26 @@ def get_filterset_class(filterset_class, **meta):
 
 def replace_csv_filters(filterset_class):
     """
-    Replace the "in", "contains", "overlap" and "range" filters (that are not explicitly declared) to not be BaseCSVFilter (BaseInFilter, BaseRangeFilter) objects anymore
-    but regular Filter objects that simply use the input value as filter argument on the queryset.
+    Replace the "in" and "range" filters (that are not explicitly declared)
+    to not be BaseCSVFilter (BaseInFilter, BaseRangeFilter) objects anymore
+    but our custom InFilter/RangeFilter filter class that use the input
+    value as filter argument on the queryset.
 
-    This is because those BaseCSVFilter are expecting a string as input with comma separated value but with GraphQl we
-    can actually have a list as input and have a proper type verification of each value in the list.
+    This is because those BaseCSVFilter are expecting a string as input with
+    comma separated values.
+    But with GraphQl we can actually have a list as input and have a proper
+    type verification of each value in the list.
 
     See issue https://github.com/graphql-python/graphene-django/issues/1068.
     """
     for name, filter_field in list(filterset_class.base_filters.items()):
+        # Do not touch any declared filters
+        if name in filterset_class.declared_filters:
+            continue
+
         filter_type = filter_field.lookup_expr
-        if filter_type in {"in", "contains", "overlap"}:
-            filterset_class.base_filters[name] = InFilter(
+        if filter_type == "in":
+            filterset_class.base_filters[name] = ListFilter(
                 field_name=filter_field.field_name,
                 lookup_expr=filter_field.lookup_expr,
                 label=filter_field.label,
@@ -88,7 +146,6 @@ def replace_csv_filters(filterset_class):
                 exclude=filter_field.exclude,
                 **filter_field.extra
             )
-
         elif filter_type == "range":
             filterset_class.base_filters[name] = RangeFilter(
                 field_name=filter_field.field_name,
diff --git a/graphene_django/forms/converter.py b/graphene_django/forms/converter.py
index b64e478..47eb51d 100644
--- a/graphene_django/forms/converter.py
+++ b/graphene_django/forms/converter.py
@@ -3,7 +3,19 @@ from functools import singledispatch
 from django import forms
 from django.core.exceptions import ImproperlyConfigured
 
-from graphene import ID, Boolean, Float, Int, List, String, UUID, Date, DateTime, Time
+from graphene import (
+    ID,
+    Boolean,
+    Decimal,
+    Float,
+    Int,
+    List,
+    String,
+    UUID,
+    Date,
+    DateTime,
+    Time,
+)
 
 from .forms import GlobalIDFormField, GlobalIDMultipleChoiceField
 
@@ -57,12 +69,18 @@ def convert_form_field_to_nullboolean(field):
     return Boolean(description=get_form_field_description(field))
 
 
-@convert_form_field.register(forms.DecimalField)
 @convert_form_field.register(forms.FloatField)
 def convert_form_field_to_float(field):
     return Float(description=get_form_field_description(field), required=field.required)
 
 
+@convert_form_field.register(forms.DecimalField)
+def convert_form_field_to_decimal(field):
+    return Decimal(
+        description=get_form_field_description(field), required=field.required
+    )
+
+
 @convert_form_field.register(forms.MultipleChoiceField)
 def convert_form_field_to_string_list(field):
     return List(
diff --git a/graphene_django/forms/mutation.py b/graphene_django/forms/mutation.py
index cc7d647..13e9863 100644
--- a/graphene_django/forms/mutation.py
+++ b/graphene_django/forms/mutation.py
@@ -14,10 +14,6 @@ from graphene.types.utils import yank_fields_from_attrs
 from graphene_django.constants import MUTATION_ERRORS_FLAG
 from graphene_django.registry import get_global_registry
 
-
-from django.core.exceptions import ValidationError
-from django.db import connection
-
 from ..types import ErrorType
 from .converter import convert_form_field
 
@@ -105,7 +101,10 @@ class DjangoFormMutation(BaseDjangoFormMutation):
 
     @classmethod
     def perform_mutate(cls, form, info):
-        form.save()
+        if hasattr(form, "save"):
+            # `save` method won't exist on plain Django forms, but this mutation can
+            # in theory be used with `ModelForm`s as well and we do want to save them.
+            form.save()
         return cls(errors=[], **form.cleaned_data)
 
 
@@ -118,7 +117,7 @@ class DjangoModelFormMutation(BaseDjangoFormMutation):
     class Meta:
         abstract = True
 
-    errors = graphene.List(ErrorType)
+    errors = graphene.List(graphene.NonNull(ErrorType), required=True)
 
     @classmethod
     def __init_subclass_with_meta__(
diff --git a/graphene_django/forms/tests/test_converter.py b/graphene_django/forms/tests/test_converter.py
index ccf630f..05584a5 100644
--- a/graphene_django/forms/tests/test_converter.py
+++ b/graphene_django/forms/tests/test_converter.py
@@ -6,6 +6,7 @@ from graphene import (
     String,
     Int,
     Boolean,
+    Decimal,
     Float,
     ID,
     UUID,
@@ -97,8 +98,8 @@ def test_should_float_convert_float():
     assert_conversion(forms.FloatField, Float)
 
 
-def test_should_decimal_convert_float():
-    assert_conversion(forms.DecimalField, Float)
+def test_should_decimal_convert_decimal():
+    assert_conversion(forms.DecimalField, Decimal)
 
 
 def test_should_multiple_choice_convert_list():
diff --git a/graphene_django/forms/types.py b/graphene_django/forms/types.py
index 5005040..74e275e 100644
--- a/graphene_django/forms/types.py
+++ b/graphene_django/forms/types.py
@@ -1,3 +1 @@
-import graphene
-
 from ..types import ErrorType  # noqa Import ErrorType for backwards compatability
diff --git a/graphene_django/management/commands/graphql_schema.py b/graphene_django/management/commands/graphql_schema.py
index babbf05..4165430 100644
--- a/graphene_django/management/commands/graphql_schema.py
+++ b/graphene_django/management/commands/graphql_schema.py
@@ -48,14 +48,14 @@ class CommandArguments(BaseCommand):
 class Command(CommandArguments):
     help = "Dump Graphene schema as a JSON or GraphQL file"
     can_import_settings = True
-    requires_system_checks = False
+    requires_system_checks = []
 
     def save_json_file(self, out, schema_dict, indent):
         with open(out, "w") as outfile:
             json.dump(schema_dict, outfile, indent=indent, sort_keys=True)
 
     def save_graphql_file(self, out, schema):
-        with open(out, "w") as outfile:
+        with open(out, "w", encoding="utf-8") as outfile:
             outfile.write(print_schema(schema.graphql_schema))
 
     def get_schema(self, schema, out, indent):
diff --git a/graphene_django/rest_framework/serializer_converter.py b/graphene_django/rest_framework/serializer_converter.py
index b26e5e6..9835475 100644
--- a/graphene_django/rest_framework/serializer_converter.py
+++ b/graphene_django/rest_framework/serializer_converter.py
@@ -110,11 +110,15 @@ def convert_serializer_field_to_bool(field):
 
 
 @get_graphene_type_from_serializer_field.register(serializers.FloatField)
-@get_graphene_type_from_serializer_field.register(serializers.DecimalField)
 def convert_serializer_field_to_float(field):
     return graphene.Float
 
 
+@get_graphene_type_from_serializer_field.register(serializers.DecimalField)
+def convert_serializer_field_to_decimal(field):
+    return graphene.Decimal
+
+
 @get_graphene_type_from_serializer_field.register(serializers.DateTimeField)
 def convert_serializer_field_to_datetime_time(field):
     return graphene.types.datetime.DateTime
diff --git a/graphene_django/rest_framework/tests/test_field_converter.py b/graphene_django/rest_framework/tests/test_field_converter.py
index daa8349..4858365 100644
--- a/graphene_django/rest_framework/tests/test_field_converter.py
+++ b/graphene_django/rest_framework/tests/test_field_converter.py
@@ -133,9 +133,9 @@ def test_should_float_convert_float():
     assert_conversion(serializers.FloatField, graphene.Float)
 
 
-def test_should_decimal_convert_float():
+def test_should_decimal_convert_decimal():
     assert_conversion(
-        serializers.DecimalField, graphene.Float, max_digits=4, decimal_places=2
+        serializers.DecimalField, graphene.Decimal, max_digits=4, decimal_places=2
     )
 
 
diff --git a/graphene_django/settings.py b/graphene_django/settings.py
index a0a7b3d..aa66c72 100644
--- a/graphene_django/settings.py
+++ b/graphene_django/settings.py
@@ -16,10 +16,7 @@ from __future__ import unicode_literals
 from django.conf import settings
 from django.test.signals import setting_changed
 
-try:
-    import importlib  # Available in Python 3.1+
-except ImportError:
-    from django.utils import importlib  # Will be removed in Django 1.9
+import importlib  # Available in Python 3.1+
 
 
 # Copied shamelessly from Django REST Framework
diff --git a/graphene_django/static/graphene_django/graphiql.js b/graphene_django/static/graphene_django/graphiql.js
index 8c3b5ce..f457f65 100644
--- a/graphene_django/static/graphene_django/graphiql.js
+++ b/graphene_django/static/graphene_django/graphiql.js
@@ -10,14 +10,6 @@
   history,
   location,
 ) {
-  // Parse the cookie value for a CSRF token
-  var csrftoken;
-  var cookies = ("; " + document.cookie).split("; csrftoken=");
-  if (cookies.length == 2) {
-    csrftoken = cookies.pop().split(";").shift();
-  } else {
-    csrftoken = document.querySelector("[name=csrfmiddlewaretoken]").value;
-  }
 
   // Collect the URL parameters
   var parameters = {};
@@ -68,9 +60,19 @@
     var headers = opts.headers || {};
     headers['Accept'] = headers['Accept'] || 'application/json';
     headers['Content-Type'] = headers['Content-Type'] || 'application/json';
+
+    // Parse the cookie value for a CSRF token
+    var csrftoken;
+    var cookies = ("; " + document.cookie).split("; csrftoken=");
+    if (cookies.length == 2) {
+      csrftoken = cookies.pop().split(";").shift();
+    } else {
+      csrftoken = document.querySelector("[name=csrfmiddlewaretoken]").value;
+    }
     if (csrftoken) {
       headers['X-CSRFToken'] = csrftoken
     }
+
     return fetch(fetchURL, {
       method: "post",
       headers: headers,
@@ -123,8 +125,8 @@
     if (operationType === "subscription") {
       return {
         subscribe: function (observer) {
-          subscriptionClient.request(graphQLParams).subscribe(observer);
           activeSubscription = subscriptionClient;
+          return subscriptionClient.request(graphQLParams, opts).subscribe(observer);
         },
       };
     } else {
diff --git a/graphene_django/tests/models.py b/graphene_django/tests/models.py
index 180acc5..c26a6d8 100644
--- a/graphene_django/tests/models.py
+++ b/graphene_django/tests/models.py
@@ -13,6 +13,9 @@ class Person(models.Model):
 class Pet(models.Model):
     name = models.CharField(max_length=30)
     age = models.PositiveIntegerField()
+    owner = models.ForeignKey(
+        "Person", on_delete=models.CASCADE, null=True, blank=True, related_name="pets"
+    )
 
 
 class FilmDetails(models.Model):
@@ -26,7 +29,7 @@ class Film(models.Model):
     genre = models.CharField(
         max_length=2,
         help_text="Genre",
-        choices=[("do", "Documentary"), ("ot", "Other")],
+        choices=[("do", "Documentary"), ("ac", "Action"), ("ot", "Other")],
         default="ot",
     )
     reporters = models.ManyToManyField("Reporter", related_name="films")
@@ -91,8 +94,8 @@ class CNNReporter(Reporter):
 
 class Article(models.Model):
     headline = models.CharField(max_length=100)
-    pub_date = models.DateField()
-    pub_date_time = models.DateTimeField()
+    pub_date = models.DateField(auto_now_add=True)
+    pub_date_time = models.DateTimeField(auto_now_add=True)
     reporter = models.ForeignKey(
         Reporter, on_delete=models.CASCADE, related_name="articles"
     )
diff --git a/graphene_django/tests/test_command.py b/graphene_django/tests/test_command.py
index 70116b8..11a15bc 100644
--- a/graphene_django/tests/test_command.py
+++ b/graphene_django/tests/test_command.py
@@ -53,6 +53,5 @@ def test_generate_graphql_file_on_call_graphql_schema():
         """\
         type Query {
           hi: String
-        }
-    """
+        }"""
     )
diff --git a/graphene_django/tests/test_converter.py b/graphene_django/tests/test_converter.py
index fe84e73..9158b12 100644
--- a/graphene_django/tests/test_converter.py
+++ b/graphene_django/tests/test_converter.py
@@ -10,6 +10,7 @@ from graphene import NonNull
 from graphene.relay import ConnectionField, Node
 from graphene.types.datetime import Date, DateTime, Time
 from graphene.types.json import JSONString
+from graphene.types.scalars import BigInt
 
 from ..compat import (
     ArrayField,
@@ -111,6 +112,15 @@ def test_should_auto_convert_id():
     assert_conversion(models.AutoField, graphene.ID, primary_key=True)
 
 
+def test_should_big_auto_convert_id():
+    assert_conversion(models.BigAutoField, graphene.ID, primary_key=True)
+
+
+def test_should_small_auto_convert_id():
+    if hasattr(models, "SmallAutoField"):
+        assert_conversion(models.SmallAutoField, graphene.ID, primary_key=True)
+
+
 def test_should_uuid_convert_id():
     assert_conversion(models.UUIDField, graphene.UUID)
 
@@ -131,8 +141,8 @@ def test_should_small_integer_convert_int():
     assert_conversion(models.SmallIntegerField, graphene.Int)
 
 
-def test_should_big_integer_convert_int():
-    assert_conversion(models.BigIntegerField, graphene.Int)
+def test_should_big_integer_convert_big_int():
+    assert_conversion(models.BigIntegerField, BigInt)
 
 
 def test_should_integer_convert_int():
diff --git a/graphene_django/tests/test_fields.py b/graphene_django/tests/test_fields.py
index f68470e..835de78 100644
--- a/graphene_django/tests/test_fields.py
+++ b/graphene_django/tests/test_fields.py
@@ -408,3 +408,95 @@ class TestDjangoListField:
                 {"firstName": "Debra", "articles": []},
             ]
         }
+
+    def test_resolve_list_external_resolver(self):
+        """Resolving a plain list from external resolver should work (and not call get_queryset)"""
+
+        class Reporter(DjangoObjectType):
+            class Meta:
+                model = ReporterModel
+                fields = ("first_name", "articles")
+
+            @classmethod
+            def get_queryset(cls, queryset, info):
+                # Only get reporters with at least 1 article
+                return queryset.annotate(article_count=Count("articles")).filter(
+                    article_count__gt=0
+                )
+
+        def resolve_reporters(_, info):
+            return [ReporterModel.objects.get(first_name="Debra")]
+
+        class Query(ObjectType):
+            reporters = DjangoListField(Reporter, resolver=resolve_reporters)
+
+        schema = Schema(query=Query)
+
+        query = """
+            query {
+                reporters {
+                    firstName
+                }
+            }
+        """
+
+        r1 = ReporterModel.objects.create(first_name="Tara", last_name="West")
+        ReporterModel.objects.create(first_name="Debra", last_name="Payne")
+
+        ArticleModel.objects.create(
+            headline="Amazing news",
+            reporter=r1,
+            pub_date=datetime.date.today(),
+            pub_date_time=datetime.datetime.now(),
+            editor=r1,
+        )
+
+        result = schema.execute(query)
+
+        assert not result.errors
+        assert result.data == {"reporters": [{"firstName": "Debra"}]}
+
+    def test_get_queryset_filter_external_resolver(self):
+        class Reporter(DjangoObjectType):
+            class Meta:
+                model = ReporterModel
+                fields = ("first_name", "articles")
+
+            @classmethod
+            def get_queryset(cls, queryset, info):
+                # Only get reporters with at least 1 article
+                return queryset.annotate(article_count=Count("articles")).filter(
+                    article_count__gt=0
+                )
+
+        def resolve_reporters(_, info):
+            return ReporterModel.objects.all()
+
+        class Query(ObjectType):
+            reporters = DjangoListField(Reporter, resolver=resolve_reporters)
+
+        schema = Schema(query=Query)
+
+        query = """
+            query {
+                reporters {
+                    firstName
+                }
+            }
+        """
+
+        r1 = ReporterModel.objects.create(first_name="Tara", last_name="West")
+        ReporterModel.objects.create(first_name="Debra", last_name="Payne")
+
+        ArticleModel.objects.create(
+            headline="Amazing news",
+            reporter=r1,
+            pub_date=datetime.date.today(),
+            pub_date_time=datetime.datetime.now(),
+            editor=r1,
+        )
+
+        result = schema.execute(query)
+
+        assert not result.errors
+        assert result.data == {"reporters": [{"firstName": "Tara"}]}
diff --git a/graphene_django/tests/test_get_queryset.py b/graphene_django/tests/test_get_queryset.py
new file mode 100644
index 0000000..91bdc70
--- /dev/null
+++ b/graphene_django/tests/test_get_queryset.py
@@ -0,0 +1,361 @@
+import pytest
+
+import graphene
+from graphene.relay import Node
+
+from graphql_relay import to_global_id
+
+from ..fields import DjangoConnectionField
+from ..types import DjangoObjectType
+
+from .models import Article, Reporter
+
+
+class TestShouldCallGetQuerySetOnForeignKey:
+    """
+    Check that the get_queryset method is called in both forward and reversed direction
+    of a foreignkey on types.
+    (see issue #1111)
+    """
+
+    @pytest.fixture(autouse=True)
+    def setup_schema(self):
+        class ReporterType(DjangoObjectType):
+            class Meta:
+                model = Reporter
+
+            @classmethod
+            def get_queryset(cls, queryset, info):
+                if info.context and info.context.get("admin"):
+                    return queryset
+                raise Exception("Not authorized to access reporters.")
+
+        class ArticleType(DjangoObjectType):
+            class Meta:
+                model = Article
+
+            @classmethod
+            def get_queryset(cls, queryset, info):
+                return queryset.exclude(headline__startswith="Draft")
+
+        class Query(graphene.ObjectType):
+            reporter = graphene.Field(ReporterType, id=graphene.ID(required=True))
+            article = graphene.Field(ArticleType, id=graphene.ID(required=True))
+
+            def resolve_reporter(self, info, id):
+                return (
+                    ReporterType.get_queryset(Reporter.objects, info)
+                    .filter(id=id)
+                    .last()
+                )
+
+            def resolve_article(self, info, id):
+                return (
+                    ArticleType.get_queryset(Article.objects, info).filter(id=id).last()
+                )
+
+        self.schema = graphene.Schema(query=Query)
+
+        self.reporter = Reporter.objects.create(first_name="Jane", last_name="Doe")
+
+        self.articles = [
+            Article.objects.create(
+                headline="A fantastic article",
+                reporter=self.reporter,
+                editor=self.reporter,
+            ),
+            Article.objects.create(
+                headline="Draft: My next best seller",
+                reporter=self.reporter,
+                editor=self.reporter,
+            ),
+        ]
+
+    def test_get_queryset_called_on_field(self):
+        # If a user tries to access an article it is fine as long as it's not a draft one
+        query = """
+            query getArticle($id: ID!) {
+                article(id: $id) {
+                    headline
+                }
+            }
+        """
+        # Non-draft
+        result = self.schema.execute(query, variables={"id": self.articles[0].id})
+        assert not result.errors
+        assert result.data["article"] == {
+            "headline": "A fantastic article",
+        }
+        # Draft
+        result = self.schema.execute(query, variables={"id": self.articles[1].id})
+        assert not result.errors
+        assert result.data["article"] is None
+
+        # If a non admin user tries to access a reporter they should get our authorization error
+        query = """
+            query getReporter($id: ID!) {
+                reporter(id: $id) {
+                    firstName
+                }
+            }
+        """
+
+        result = self.schema.execute(query, variables={"id": self.reporter.id})
+        assert len(result.errors) == 1
+        assert result.errors[0].message == "Not authorized to access reporters."
+
+        # An admin user should be able to get reporters
+        query = """
+            query getReporter($id: ID!) {
+                reporter(id: $id) {
+                    firstName
+                }
+            }
+        """
+
+        result = self.schema.execute(
+            query,
+            variables={"id": self.reporter.id},
+            context_value={"admin": True},
+        )
+        assert not result.errors
+        assert result.data == {"reporter": {"firstName": "Jane"}}
+
+    def test_get_queryset_called_on_foreignkey(self):
+        # If a user tries to access a reporter through an article they should get our authorization error
+        query = """
+            query getArticle($id: ID!) {
+                article(id: $id) {
+                    headline
+                    reporter {
+                        firstName
+                    }
+                }
+            }
+        """
+
+        result = self.schema.execute(query, variables={"id": self.articles[0].id})
+        assert len(result.errors) == 1
+        assert result.errors[0].message == "Not authorized to access reporters."
+
+        # An admin user should be able to get reporters through an article
+        query = """
+            query getArticle($id: ID!) {
+                article(id: $id) {
+                    headline
+                    reporter {
+                        firstName
+                    }
+                }
+            }
+        """
+
+        result = self.schema.execute(
+            query,
+            variables={"id": self.articles[0].id},
+            context_value={"admin": True},
+        )
+        assert not result.errors
+        assert result.data["article"] == {
+            "headline": "A fantastic article",
+            "reporter": {"firstName": "Jane"},
+        }
+
+        # An admin user should not be able to access draft article through a reporter
+        query = """
+            query getReporter($id: ID!) {
+                reporter(id: $id) {
+                    firstName
+                    articles {
+                        headline
+                    }
+                }
+            }
+        """
+
+        result = self.schema.execute(
+            query,
+            variables={"id": self.reporter.id},
+            context_value={"admin": True},
+        )
+        assert not result.errors
+        assert result.data["reporter"] == {
+            "firstName": "Jane",
+            "articles": [{"headline": "A fantastic article"}],
+        }
+
+
+class TestShouldCallGetQuerySetOnForeignKeyNode:
+    """
+    Check that the get_queryset method is called in both forward and reversed direction
+    of a foreignkey on types using a node interface.
+    (see issue #1111)
+    """
+
+    @pytest.fixture(autouse=True)
+    def setup_schema(self):
+        class ReporterType(DjangoObjectType):
+            class Meta:
+                model = Reporter
+                interfaces = (Node,)
+
+            @classmethod
+            def get_queryset(cls, queryset, info):
+                if info.context and info.context.get("admin"):
+                    return queryset
+                raise Exception("Not authorized to access reporters.")
+
+        class ArticleType(DjangoObjectType):
+            class Meta:
+                model = Article
+                interfaces = (Node,)
+
+            @classmethod
+            def get_queryset(cls, queryset, info):
+                return queryset.exclude(headline__startswith="Draft")
+
+        class Query(graphene.ObjectType):
+            reporter = Node.Field(ReporterType)
+            article = Node.Field(ArticleType)
+
+        self.schema = graphene.Schema(query=Query)
+
+        self.reporter = Reporter.objects.create(first_name="Jane", last_name="Doe")
+
+        self.articles = [
+            Article.objects.create(
+                headline="A fantastic article",
+                reporter=self.reporter,
+                editor=self.reporter,
+            ),
+            Article.objects.create(
+                headline="Draft: My next best seller",
+                reporter=self.reporter,
+                editor=self.reporter,
+            ),
+        ]
+
+    def test_get_queryset_called_on_node(self):
+        # If a user tries to access an article it is fine as long as it's not a draft one
+        query = """
+            query getArticle($id: ID!) {
+                article(id: $id) {
+                    headline
+                }
+            }
+        """
+        # Non-draft
+        result = self.schema.execute(
+            query, variables={"id": to_global_id("ArticleType", self.articles[0].id)}
+        )
+        assert not result.errors
+        assert result.data["article"] == {
+            "headline": "A fantastic article",
+        }
+        # Draft
+        result = self.schema.execute(
+            query, variables={"id": to_global_id("ArticleType", self.articles[1].id)}
+        )
+        assert not result.errors
+        assert result.data["article"] is None
+
+        # If a non admin user tries to access a reporter they should get our authorization error
+        query = """
+            query getReporter($id: ID!) {
+                reporter(id: $id) {
+                    firstName
+                }
+            }
+        """
+
+        result = self.schema.execute(
+            query, variables={"id": to_global_id("ReporterType", self.reporter.id)}
+        )
+        assert len(result.errors) == 1
+        assert result.errors[0].message == "Not authorized to access reporters."
+
+        # An admin user should be able to get reporters
+        query = """
+            query getReporter($id: ID!) {
+                reporter(id: $id) {
+                    firstName
+                }
+            }
+        """
+
+        result = self.schema.execute(
+            query,
+            variables={"id": to_global_id("ReporterType", self.reporter.id)},
+            context_value={"admin": True},
+        )
+        assert not result.errors
+        assert result.data == {"reporter": {"firstName": "Jane"}}
+
+    def test_get_queryset_called_on_foreignkey(self):
+        # If a user tries to access a reporter through an article they should get our authorization error
+        query = """
+            query getArticle($id: ID!) {
+                article(id: $id) {
+                    headline
+                    reporter {
+                        firstName
+                    }
+                }
+            }
+        """
+
+        result = self.schema.execute(
+            query, variables={"id": to_global_id("ArticleType", self.articles[0].id)}
+        )
+        assert len(result.errors) == 1
+        assert result.errors[0].message == "Not authorized to access reporters."
+
+        # An admin user should be able to get reporters through an article
+        query = """
+            query getArticle($id: ID!) {
+                article(id: $id) {
+                    headline
+                    reporter {
+                        firstName
+                    }
+                }
+            }
+        """
+
+        result = self.schema.execute(
+            query,
+            variables={"id": to_global_id("ArticleType", self.articles[0].id)},
+            context_value={"admin": True},
+        )
+        assert not result.errors
+        assert result.data["article"] == {
+            "headline": "A fantastic article",
+            "reporter": {"firstName": "Jane"},
+        }
+
+        # An admin user should not be able to access draft article through a reporter
+        query = """
+            query getReporter($id: ID!) {
+                reporter(id: $id) {
+                    firstName
+                    articles {
+                        edges {
+                            node {
+                                headline
+                            }
+                        }
+                    }
+                }
+            }
+        """
+
+        result = self.schema.execute(
+            query,
+            variables={"id": to_global_id("ReporterType", self.reporter.id)},
+            context_value={"admin": True},
+        )
+        assert not result.errors
+        assert result.data["reporter"] == {
+            "firstName": "Jane",
+            "articles": {"edges": [{"node": {"headline": "A fantastic article"}}]},
+        }
diff --git a/graphene_django/tests/test_query.py b/graphene_django/tests/test_query.py
index 699814d..e6ae64f 100644
--- a/graphene_django/tests/test_query.py
+++ b/graphene_django/tests/test_query.py
@@ -15,7 +15,7 @@ from ..compat import IntegerRangeField, MissingType
 from ..fields import DjangoConnectionField
 from ..types import DjangoObjectType
 from ..utils import DJANGO_FILTER_INSTALLED
-from .models import Article, CNNReporter, Film, FilmDetails, Reporter
+from .models import Article, CNNReporter, Film, FilmDetails, Person, Pet, Reporter
 
 
 def test_should_query_only_fields():
@@ -251,8 +251,8 @@ def test_should_node():
 
 
 def test_should_query_onetoone_fields():
-    film = Film(id=1)
-    film_details = FilmDetails(id=1, film=film)
+    film = Film.objects.create(id=1)
+    film_details = FilmDetails.objects.create(id=1, film=film)
 
     class FilmNode(DjangoObjectType):
         class Meta:
@@ -421,6 +421,7 @@ def test_should_query_node_filtering():
             interfaces = (Node,)
             fields = "__all__"
             filter_fields = ("lang",)
+            convert_choices_to_enum = False
 
     class Query(graphene.ObjectType):
         all_reporters = DjangoConnectionField(ReporterType)
@@ -546,6 +547,7 @@ def test_should_query_node_multiple_filtering():
             interfaces = (Node,)
             fields = "__all__"
             filter_fields = ("lang", "headline")
+            convert_choices_to_enum = False
 
     class Query(graphene.ObjectType):
         all_reporters = DjangoConnectionField(ReporterType)
@@ -1241,6 +1243,7 @@ def test_should_have_next_page(graphene_settings):
     }
 
 
+@pytest.mark.parametrize("max_limit", [100, 4])
 class TestBackwardPagination:
     def setup_schema(self, graphene_settings, max_limit):
         graphene_settings.RELAY_CONNECTION_MAX_LIMIT = max_limit
@@ -1251,6 +1254,7 @@ class TestBackwardPagination:
             class Meta:
                 model = Reporter
                 interfaces = (Node,)
+                fields = "__all__"
 
         class Query(graphene.ObjectType):
             all_reporters = DjangoConnectionField(ReporterType)
@@ -1258,8 +1262,8 @@ class TestBackwardPagination:
         schema = graphene.Schema(query=Query)
         return schema
 
-    def do_queries(self, schema):
-        # Simply last 3
+    def test_query_last(self, graphene_settings, max_limit):
+        schema = self.setup_schema(graphene_settings, max_limit=max_limit)
         query_last = """
             query {
                 allReporters(last: 3) {
@@ -1279,7 +1283,8 @@ class TestBackwardPagination:
             e["node"]["firstName"] for e in result.data["allReporters"]["edges"]
         ] == ["First 3", "First 4", "First 5"]
 
-        # Use a combination of first and last
+    def test_query_first_and_last(self, graphene_settings, max_limit):
+        schema = self.setup_schema(graphene_settings, max_limit=max_limit)
         query_first_and_last = """
             query {
                 allReporters(first: 4, last: 3) {
@@ -1299,7 +1304,8 @@ class TestBackwardPagination:
             e["node"]["firstName"] for e in result.data["allReporters"]["edges"]
         ] == ["First 1", "First 2", "First 3"]
 
-        # Use a combination of first and last and after
+    def test_query_first_last_and_after(self, graphene_settings, max_limit):
+        schema = self.setup_schema(graphene_settings, max_limit=max_limit)
         query_first_last_and_after = """
             query queryAfter($after: String) {
                 allReporters(first: 4, last: 3, after: $after) {
@@ -1314,7 +1320,8 @@ class TestBackwardPagination:
 
         after = base64.b64encode(b"arrayconnection:0").decode()
         result = schema.execute(
-            query_first_last_and_after, variable_values=dict(after=after)
+            query_first_last_and_after,
+            variable_values=dict(after=after),
         )
         assert not result.errors
         assert len(result.data["allReporters"]["edges"]) == 3
@@ -1322,20 +1329,35 @@ class TestBackwardPagination:
             e["node"]["firstName"] for e in result.data["allReporters"]["edges"]
         ] == ["First 2", "First 3", "First 4"]
 
-    def test_should_query(self, graphene_settings):
+    def test_query_last_and_before(self, graphene_settings, max_limit):
+        schema = self.setup_schema(graphene_settings, max_limit=max_limit)
+        query_first_last_and_after = """
+            query queryAfter($before: String) {
+                allReporters(last: 1, before: $before) {
+                    edges {
+                        node {
+                            firstName
+                        }
+                    }
+                }
+            }
         """
-        Backward pagination should work as expected
-        """
-        schema = self.setup_schema(graphene_settings, max_limit=100)
-        self.do_queries(schema)
 
-    def test_should_query_with_low_max_limit(self, graphene_settings):
-        """
-        When doing backward pagination (using last) in combination with a max limit higher than the number of objects
-        we should really retrieve the last ones.
-        """
-        schema = self.setup_schema(graphene_settings, max_limit=4)
-        self.do_queries(schema)
+        result = schema.execute(
+            query_first_last_and_after,
+        )
+        assert not result.errors
+        assert len(result.data["allReporters"]["edges"]) == 1
+        assert result.data["allReporters"]["edges"][0]["node"]["firstName"] == "First 5"
+
+        before = base64.b64encode(b"arrayconnection:5").decode()
+        result = schema.execute(
+            query_first_last_and_after,
+            variable_values=dict(before=before),
+        )
+        assert not result.errors
+        assert len(result.data["allReporters"]["edges"]) == 1
+        assert result.data["allReporters"]["edges"][0]["node"]["firstName"] == "First 4"
 
 
 def test_should_preserve_prefetch_related(django_assert_num_queries):
@@ -1455,6 +1477,7 @@ def test_connection_should_enable_offset_filtering():
         class Meta:
             model = Reporter
             interfaces = (Node,)
+            fields = "__all__"
 
     class Query(graphene.ObjectType):
         all_reporters = DjangoConnectionField(ReporterType)
@@ -1476,7 +1499,11 @@ def test_connection_should_enable_offset_filtering():
     result = schema.execute(query)
     assert not result.errors
     expected = {
-        "allReporters": {"edges": [{"node": {"firstName": "Some", "lastName": "Guy"}},]}
+        "allReporters": {
+            "edges": [
+                {"node": {"firstName": "Some", "lastName": "Guy"}},
+            ]
+        }
     }
     assert result.data == expected
 
@@ -1494,6 +1521,7 @@ def test_connection_should_enable_offset_filtering_higher_than_max_limit(
         class Meta:
             model = Reporter
             interfaces = (Node,)
+            fields = "__all__"
 
     class Query(graphene.ObjectType):
         all_reporters = DjangoConnectionField(ReporterType)
@@ -1516,7 +1544,9 @@ def test_connection_should_enable_offset_filtering_higher_than_max_limit(
     assert not result.errors
     expected = {
         "allReporters": {
-            "edges": [{"node": {"firstName": "Some", "lastName": "Lady"}},]
+            "edges": [
+                {"node": {"firstName": "Some", "lastName": "Lady"}},
+            ]
         }
     }
     assert result.data == expected
@@ -1527,6 +1557,7 @@ def test_connection_should_forbid_offset_filtering_with_before():
         class Meta:
             model = Reporter
             interfaces = (Node,)
+            fields = "__all__"
 
     class Query(graphene.ObjectType):
         all_reporters = DjangoConnectionField(ReporterType)
@@ -1561,6 +1592,7 @@ def test_connection_should_allow_offset_filtering_with_after():
         class Meta:
             model = Reporter
             interfaces = (Node,)
+            fields = "__all__"
 
     class Query(graphene.ObjectType):
         all_reporters = DjangoConnectionField(ReporterType)
@@ -1583,6 +1615,149 @@ def test_connection_should_allow_offset_filtering_with_after():
     result = schema.execute(query, variable_values=dict(after=after))
     assert not result.errors
     expected = {
-        "allReporters": {"edges": [{"node": {"firstName": "Jane", "lastName": "Roe"}},]}
+        "allReporters": {
+            "edges": [
+                {"node": {"firstName": "Jane", "lastName": "Roe"}},
+            ]
+        }
     }
     assert result.data == expected
+
+
+def test_connection_should_succeed_if_last_higher_than_number_of_objects():
+    class ReporterType(DjangoObjectType):
+        class Meta:
+            model = Reporter
+            interfaces = (Node,)
+            fields = "__all__"
+
+    class Query(graphene.ObjectType):
+        all_reporters = DjangoConnectionField(ReporterType)
+
+    schema = graphene.Schema(query=Query)
+    query = """
+        query ReporterPromiseConnectionQuery ($last: Int) {
+            allReporters(last: $last) {
+                edges {
+                    node {
+                        firstName
+                        lastName
+                    }
+                }
+            }
+        }
+    """
+
+    result = schema.execute(query, variable_values=dict(last=2))
+    assert not result.errors
+    expected = {"allReporters": {"edges": []}}
+    assert result.data == expected
+
+    Reporter.objects.create(first_name="John", last_name="Doe")
+    Reporter.objects.create(first_name="Some", last_name="Guy")
+    Reporter.objects.create(first_name="Jane", last_name="Roe")
+    Reporter.objects.create(first_name="Some", last_name="Lady")
+
+    result = schema.execute(query, variable_values=dict(last=2))
+    assert not result.errors
+    expected = {
+        "allReporters": {
+            "edges": [
+                {"node": {"firstName": "Jane", "lastName": "Roe"}},
+                {"node": {"firstName": "Some", "lastName": "Lady"}},
+            ]
+        }
+    }
+    assert result.data == expected
+
+    result = schema.execute(query, variable_values=dict(last=4))
+    assert not result.errors
+    expected = {
+        "allReporters": {
+            "edges": [
+                {"node": {"firstName": "John", "lastName": "Doe"}},
+                {"node": {"firstName": "Some", "lastName": "Guy"}},
+                {"node": {"firstName": "Jane", "lastName": "Roe"}},
+                {"node": {"firstName": "Some", "lastName": "Lady"}},
+            ]
+        }
+    }
+    assert result.data == expected
+
+    result = schema.execute(query, variable_values=dict(last=20))
+    assert not result.errors
+    expected = {
+        "allReporters": {
+            "edges": [
+                {"node": {"firstName": "John", "lastName": "Doe"}},
+                {"node": {"firstName": "Some", "lastName": "Guy"}},
+                {"node": {"firstName": "Jane", "lastName": "Roe"}},
+                {"node": {"firstName": "Some", "lastName": "Lady"}},
+            ]
+        }
+    }
+    assert result.data == expected
+
+
+def test_should_query_nullable_foreign_key():
+    class PetType(DjangoObjectType):
+        class Meta:
+            model = Pet
+
+    class PersonType(DjangoObjectType):
+        class Meta:
+            model = Person
+
+    class Query(graphene.ObjectType):
+        pet = graphene.Field(PetType, name=graphene.String(required=True))
+        person = graphene.Field(PersonType, name=graphene.String(required=True))
+
+        def resolve_pet(self, info, name):
+            return Pet.objects.filter(name=name).first()
+
+        def resolve_person(self, info, name):
+            return Person.objects.filter(name=name).first()
+
+    schema = graphene.Schema(query=Query)
+
+    person = Person.objects.create(name="Jane")
+    pets = [
+        Pet.objects.create(name="Stray dog", age=1),
+        Pet.objects.create(name="Jane's dog", owner=person, age=1),
+    ]
+
+    query_pet = """
+        query getPet($name: String!) {
+            pet(name: $name) {
+                owner {
+                    name
+                }
+            }
+        }
+    """
+    result = schema.execute(query_pet, variables={"name": "Stray dog"})
+    assert not result.errors
+    assert result.data["pet"] == {
+        "owner": None,
+    }
+
+    result = schema.execute(query_pet, variables={"name": "Jane's dog"})
+    assert not result.errors
+    assert result.data["pet"] == {
+        "owner": {"name": "Jane"},
+    }
+
+    query_owner = """
+        query getOwner($name: String!) {
+            person(name: $name) {
+                pets {
+                    name
+                }
+            }
+        }
+    """
+    result = schema.execute(query_owner, variables={"name": "Jane"})
+    assert not result.errors
+    assert result.data["person"] == {
+        "pets": [{"name": "Jane's dog"}],
+    }
diff --git a/graphene_django/tests/test_types.py b/graphene_django/tests/test_types.py
index cb653e1..4885917 100644
--- a/graphene_django/tests/test_types.py
+++ b/graphene_django/tests/test_types.py
@@ -183,7 +183,7 @@ def test_schema_representation():
           pets: [Reporter!]!
           aChoice: TestsReporterAChoiceChoices
           reporterType: TestsReporterReporterTypeChoices
-          articles(offset: Int = null, before: String = null, after: String = null, first: Int = null, last: Int = null): ArticleConnection!
+          articles(offset: Int, before: String, after: String, first: Int, last: Int): ArticleConnection!
         }
 
         \"""An enumeration.\"""
@@ -244,8 +244,7 @@ def test_schema_representation():
             \"""The ID of the object\"""
             id: ID!
           ): Node
-        }
-        """
+        }"""
     )
     assert str(schema) == expected
 
@@ -525,8 +524,7 @@ class TestDjangoObjectType:
               id: ID!
               kind: String!
               cuteness: Int!
-            }
-            """
+            }"""
         )
 
     def test_django_objecttype_convert_choices_enum_list(self, PetModel):
@@ -560,8 +558,7 @@ class TestDjangoObjectType:
 
               \"""Dog\"""
               DOG
-            }
-            """
+            }"""
         )
 
     def test_django_objecttype_convert_choices_enum_empty_list(self, PetModel):
@@ -586,8 +583,7 @@ class TestDjangoObjectType:
               id: ID!
               kind: String!
               cuteness: Int!
-            }
-            """
+            }"""
         )
 
     def test_django_objecttype_convert_choices_enum_naming_collisions(
@@ -621,8 +617,7 @@ class TestDjangoObjectType:
 
               \"""Dog\"""
               DOG
-            }
-            """
+            }"""
         )
 
     def test_django_objecttype_choices_custom_enum_name(
@@ -660,8 +655,7 @@ class TestDjangoObjectType:
 
               \"""Dog\"""
               DOG
-            }
-            """
+            }"""
         )
 
 
@@ -671,6 +665,7 @@ def test_django_objecttype_name_connection_propagation():
         class Meta:
             model = ReporterModel
             name = "CustomReporterName"
+            fields = "__all__"
             filter_fields = ["email"]
             interfaces = (Node,)
 
diff --git a/graphene_django/tests/test_utils.py b/graphene_django/tests/test_utils.py
index d895f46..adad00e 100644
--- a/graphene_django/tests/test_utils.py
+++ b/graphene_django/tests/test_utils.py
@@ -83,6 +83,6 @@ def client_query(client):
 
 
 def test_pytest_fixture_usage(client_query):
-    response = graphql_query("query { test }")
+    response = client_query("query { test }")
     content = json.loads(response.content)
     assert content == {"data": {"test": "Hello World"}}
diff --git a/graphene_django/tests/test_views.py b/graphene_django/tests/test_views.py
index 945fa87..c2f18c3 100644
--- a/graphene_django/tests/test_views.py
+++ b/graphene_django/tests/test_views.py
@@ -109,12 +109,10 @@ def test_reports_validation_errors(client):
             {
                 "message": "Cannot query field 'unknownOne' on type 'QueryRoot'.",
                 "locations": [{"line": 1, "column": 9}],
-                "path": None,
             },
             {
                 "message": "Cannot query field 'unknownTwo' on type 'QueryRoot'.",
                 "locations": [{"line": 1, "column": 21}],
-                "path": None,
             },
         ]
     }
@@ -135,8 +133,6 @@ def test_errors_when_missing_operation_name(client):
         "errors": [
             {
                 "message": "Must provide operation name if query contains multiple operations.",
-                "locations": None,
-                "path": None,
             }
         ]
     }
@@ -477,7 +473,6 @@ def test_handles_syntax_errors_caught_by_graphql(client):
             {
                 "locations": [{"column": 1, "line": 1}],
                 "message": "Syntax Error: Unexpected Name 'syntaxerror'.",
-                "path": None,
             }
         ]
     }
diff --git a/graphene_django/tests/urls.py b/graphene_django/tests/urls.py
index 66b3fc4..3702ce5 100644
--- a/graphene_django/tests/urls.py
+++ b/graphene_django/tests/urls.py
@@ -1,8 +1,8 @@
-from django.conf.urls import url
+from django.urls import path
 
 from ..views import GraphQLView
 
 urlpatterns = [
-    url(r"^graphql/batch", GraphQLView.as_view(batch=True)),
-    url(r"^graphql", GraphQLView.as_view(graphiql=True)),
+    path("graphql/batch", GraphQLView.as_view(batch=True)),
+    path("graphql", GraphQLView.as_view(graphiql=True)),
 ]
diff --git a/graphene_django/tests/urls_inherited.py b/graphene_django/tests/urls_inherited.py
index 6fa8019..1e65da0 100644
--- a/graphene_django/tests/urls_inherited.py
+++ b/graphene_django/tests/urls_inherited.py
@@ -1,4 +1,4 @@
-from django.conf.urls import url
+from django.urls import path
 
 from ..views import GraphQLView
 from .schema_view import schema
@@ -10,4 +10,4 @@ class CustomGraphQLView(GraphQLView):
     pretty = True
 
 
-urlpatterns = [url(r"^graphql/inherited/$", CustomGraphQLView.as_view())]
+urlpatterns = [path("graphql/inherited/", CustomGraphQLView.as_view())]
diff --git a/graphene_django/tests/urls_pretty.py b/graphene_django/tests/urls_pretty.py
index 1133c87..6275934 100644
--- a/graphene_django/tests/urls_pretty.py
+++ b/graphene_django/tests/urls_pretty.py
@@ -1,6 +1,6 @@
-from django.conf.urls import url
+from django.urls import path
 
 from ..views import GraphQLView
 from .schema_view import schema
 
-urlpatterns = [url(r"^graphql", GraphQLView.as_view(schema=schema, pretty=True))]
+urlpatterns = [path("graphql", GraphQLView.as_view(schema=schema, pretty=True))]
diff --git a/graphene_django/types.py b/graphene_django/types.py
index 53c4d23..0ebb7d3 100644
--- a/graphene_django/types.py
+++ b/graphene_django/types.py
@@ -2,11 +2,8 @@ import warnings
 from collections import OrderedDict
 from typing import Type
 
-from django.db.models import Model
-from django.utils.functional import SimpleLazyObject
-
 import graphene
-from graphene import Field
+from django.db.models import Model
 from graphene.relay import Connection, Node
 from graphene.types.objecttype import ObjectType, ObjectTypeOptions
 from graphene.types.utils import yank_fields_from_attrs
@@ -21,7 +18,6 @@ from .utils import (
     is_valid_django_model,
 )
 
-
 ALL_FIELDS = "__all__"
 
 
@@ -108,12 +104,7 @@ def validate_fields(type_, model, fields, only_fields, exclude_fields):
                 (
                     'Excluding the custom field "{field_name}" on DjangoObjectType "{type_}" has no effect. '
                     'Either remove the custom field or remove the field from the "exclude" list.'
-                ).format(
-                    field_name=name,
-                    app_label=model._meta.app_label,
-                    object_name=model._meta.object_name,
-                    type_=type_,
-                )
+                ).format(field_name=name, type_=type_)
             )
         else:
             if not hasattr(model, name):
@@ -131,7 +122,7 @@ def validate_fields(type_, model, fields, only_fields, exclude_fields):
 
 
 class DjangoObjectTypeOptions(ObjectTypeOptions):
-    model = None  # type: Model
+    model = None  # type: Type[Model]
     registry = None  # type: Registry
     connection = None  # type: Type[Connection]
 
@@ -225,14 +216,14 @@ class DjangoObjectType(ObjectType):
                 "Creating a DjangoObjectType without either the `fields` "
                 "or the `exclude` option is deprecated. Add an explicit `fields "
                 "= '__all__'` option on DjangoObjectType {class_name} to use all "
-                "fields".format(class_name=cls.__name__,),
+                "fields".format(class_name=cls.__name__),
                 DeprecationWarning,
                 stacklevel=2,
             )
 
         django_fields = yank_fields_from_attrs(
             construct_fields(model, registry, fields, exclude, convert_choices_to_enum),
-            _as=Field,
+            _as=graphene.Field,
         )
 
         if use_connection is None and interfaces:
diff --git a/graphene_django/utils/testing.py b/graphene_django/utils/testing.py
index 84a8c1a..63d41fa 100644
--- a/graphene_django/utils/testing.py
+++ b/graphene_django/utils/testing.py
@@ -1,10 +1,10 @@
 import json
 import warnings
 
-from django.test import Client, TestCase
+from django.test import Client, TestCase, TransactionTestCase
 
 from graphene_django.settings import graphene_settings
-
+DEFAULT_GRAPHQL_URL = "/graphql"
 
 def graphql_query(
     query,
@@ -19,7 +19,7 @@ def graphql_query(
     Args:
         query (string)              - GraphQL query to run
         operation_name (string)     - If the query is a mutation or named query, you must
-                                      supply the op_name.  For annon queries ("{ ... }"),
+                                      supply the operation_name.  For annon queries ("{ ... }"),
                                       should be None (default).
         input_data (dict)           - If provided, the $input variable in GraphQL will be set
                                       to this value. If both ``input_data`` and ``variables``,
@@ -28,7 +28,9 @@ def graphql_query(
         variables (dict)            - If provided, the "variables" field in GraphQL will be
                                       set to this value.
         headers (dict)              - If provided, the headers in POST request to GRAPHQL_URL
-                                      will be set to this value.
+                                      will be set to this value. Keys should be prepended with
+                                      "HTTP_" (e.g. to specify the "Authorization" HTTP header,
+                                      use "HTTP_AUTHORIZATION" as the key).
         client (django.test.Client) - Test client. Defaults to django.test.Client.
         graphql_url (string)        - URL to graphql endpoint. Defaults to "/graphql".
 
@@ -61,7 +63,7 @@ def graphql_query(
     return resp
 
 
-class GraphQLTestCase(TestCase):
+class GraphQLTestMixin(object):
     """
     Based on: https://www.sam.today/blog/testing-graphql-with-graphene-django/
     """
@@ -76,7 +78,7 @@ class GraphQLTestCase(TestCase):
         Args:
             query (string)    - GraphQL query to run
             operation_name (string)  - If the query is a mutation or named query, you must
-                                supply the op_name.  For annon queries ("{ ... }"),
+                                supply the operation_name.  For annon queries ("{ ... }"),
                                 should be None (default).
             input_data (dict) - If provided, the $input variable in GraphQL will be set
                                 to this value. If both ``input_data`` and ``variables``,
@@ -85,7 +87,9 @@ class GraphQLTestCase(TestCase):
             variables (dict)  - If provided, the "variables" field in GraphQL will be
                                 set to this value.
             headers (dict)    - If provided, the headers in POST request to GRAPHQL_URL
-                                will be set to this value.
+                                will be set to this value. Keys should be prepended with
+                                "HTTP_" (e.g. to specify the "Authorization" HTTP header,
+                                use "HTTP_AUTHORIZATION" as the key).
 
         Returns:
             Response object from client
@@ -139,3 +143,11 @@ class GraphQLTestCase(TestCase):
         """
         content = json.loads(resp.content)
         self.assertIn("errors", list(content.keys()), msg or content)
+
+
+class GraphQLTestCase(GraphQLTestMixin, TestCase):
+    pass
+
+
+class GraphQLTransactionTestCase(GraphQLTestMixin, TransactionTestCase):
+    pass
diff --git a/graphene_django/utils/tests/test_str_converters.py b/graphene_django/utils/tests/test_str_converters.py
index 6460c4e..d3d33c2 100644
--- a/graphene_django/utils/tests/test_str_converters.py
+++ b/graphene_django/utils/tests/test_str_converters.py
@@ -6,4 +6,4 @@ def test_to_const():
 
 
 def test_to_const_unicode():
-    assert to_const(u"Skoða þetta unicode stöff") == "SKODA_THETTA_UNICODE_STOFF"
+    assert to_const("Skoða þetta unicode stöff") == "SKODA_THETTA_UNICODE_STOFF"
diff --git a/graphene_django/views.py b/graphene_django/views.py
index 8341fc4..f533f70 100644
--- a/graphene_django/views.py
+++ b/graphene_django/views.py
@@ -11,7 +11,6 @@ from django.views.decorators.csrf import ensure_csrf_cookie
 from django.views.generic import View
 from graphql import OperationType, get_operation_ast, parse, validate
 from graphql.error import GraphQLError
-from graphql.error import format_error as format_graphql_error
 from graphql.execution import ExecutionResult
 
 from graphene import Schema
@@ -58,23 +57,23 @@ class GraphQLView(View):
     graphiql_template = "graphene/graphiql.html"
 
     # Polyfill for window.fetch.
-    whatwg_fetch_version = "3.2.0"
-    whatwg_fetch_sri = "sha256-l6HCB9TT2v89oWbDdo2Z3j+PSVypKNLA/nqfzSbM8mo="
+    whatwg_fetch_version = "3.6.2"
+    whatwg_fetch_sri = "sha256-+pQdxwAcHJdQ3e/9S4RK6g8ZkwdMgFQuHvLuN5uyk5c="
 
     # React and ReactDOM.
-    react_version = "16.13.1"
-    react_sri = "sha256-yUhvEmYVhZ/GGshIQKArLvySDSh6cdmdcIx0spR3UP4="
-    react_dom_sri = "sha256-vFt3l+illeNlwThbDUdoPTqF81M8WNSZZZt3HEjsbSU="
+    react_version = "17.0.2"
+    react_sri = "sha256-Ipu/TQ50iCCVZBUsZyNJfxrDk0E2yhaEIz0vqI+kFG8="
+    react_dom_sri = "sha256-nbMykgB6tsOFJ7OdVmPpdqMFVk4ZsqWocT6issAPUF0="
 
     # The GraphiQL React app.
-    graphiql_version = "1.0.3"
-    graphiql_sri = "sha256-VR4buIDY9ZXSyCNFHFNik6uSe0MhigCzgN4u7moCOTk="
-    graphiql_css_sri = "sha256-LwqxjyZgqXDYbpxQJ5zLQeNcf7WVNSJ+r8yp2rnWE/E="
+    graphiql_version = "1.4.1"  # "1.0.3"
+    graphiql_sri = "sha256-JUMkXBQWZMfJ7fGEsTXalxVA10lzKOS9loXdLjwZKi4="  # "sha256-VR4buIDY9ZXSyCNFHFNik6uSe0MhigCzgN4u7moCOTk="
+    graphiql_css_sri = "sha256-Md3vdR7PDzWyo/aGfsFVF4tvS5/eAUWuIsg9QHUusCY="  # "sha256-LwqxjyZgqXDYbpxQJ5zLQeNcf7WVNSJ+r8yp2rnWE/E="
 
     # The websocket transport library for subscriptions.
-    subscriptions_transport_ws_version = "0.9.17"
+    subscriptions_transport_ws_version = "0.9.18"
     subscriptions_transport_ws_sri = (
-        "sha256-kCDzver8iRaIQ/SVlfrIwxaBQ/avXf9GQFJRLlErBnk="
+        "sha256-i0hAXd4PdJ/cHX3/8tIy/Q/qKiWr5WSTxMFuL9tACkw="
     )
 
     schema = None
@@ -84,6 +83,7 @@ class GraphQLView(View):
     pretty = False
     batch = False
     subscription_path = None
+    execution_context_class = None
 
     def __init__(
         self,
@@ -386,7 +386,7 @@ class GraphQLView(View):
     @staticmethod
     def format_error(error):
         if isinstance(error, GraphQLError):
-            return format_graphql_error(error)
+            return error.formatted
 
         return {"message": str(error)}
 
diff --git a/setup.py b/setup.py
index 4750671..d9aefef 100644
--- a/setup.py
+++ b/setup.py
@@ -14,22 +14,22 @@ rest_framework_require = ["djangorestframework>=3.6.3"]
 
 
 tests_require = [
-    "pytest>=3.6.3",
+    "pytest>=7.1.3",
     "pytest-cov",
     "pytest-random-order",
     "coveralls",
     "mock",
     "pytz",
-    "django-filter>=2",
-    "pytest-django>=3.3.2",
+    "django-filter>=22.1",
+    "pytest-django>=4.5.2",
 ] + rest_framework_require
 
 
 dev_requires = [
-    "black==19.10b0",
-    "flake8==3.7.9",
-    "flake8-black==0.1.1",
-    "flake8-bugbear==20.1.4",
+    "black==22.8.0",
+    "flake8==5.0.4",
+    "flake8-black==0.3.3",
+    "flake8-bugbear==22.9.11",
 ] + tests_require
 
 setup(
@@ -46,21 +46,23 @@ setup(
         "Intended Audience :: Developers",
         "Topic :: Software Development :: Libraries",
         "Programming Language :: Python :: 3",
-        "Programming Language :: Python :: 3.6",
         "Programming Language :: Python :: 3.7",
         "Programming Language :: Python :: 3.8",
+        "Programming Language :: Python :: 3.9",
+        "Programming Language :: Python :: 3.10",
         "Programming Language :: Python :: Implementation :: PyPy",
         "Framework :: Django",
-        "Framework :: Django :: 1.11",
-        "Framework :: Django :: 2.2",
-        "Framework :: Django :: 3.0",
+        "Framework :: Django :: 3.2",
+        "Framework :: Django :: 4.0",
+        "Framework :: Django :: 4.1",
     ],
     keywords="api graphql protocol rest relay graphene",
     packages=find_packages(exclude=["tests", "examples", "examples.*"]),
     install_requires=[
-        "graphene>=3.0.0b5,<4",
+        "graphene>=3.0,<4",
         "graphql-core>=3.1.0,<4",
-        "Django>=2.2",
+        "graphql-relay>=3.1.1,<4",
+        "Django>=3.2",
         "promise>=2.1",
         "text-unidecode",
     ],
diff --git a/tox.ini b/tox.ini
index 4fd5a1b..11b4893 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,20 +1,22 @@
 [tox]
 envlist =
-    py{36,37,38}-django{22,30,31,master},
+    py{37,38,39,310}-django32,
+    py{38,39,310}-django{40,41,main},
     black,flake8
 
 [gh-actions]
 python =
-    3.6: py36
     3.7: py37
     3.8: py38
+    3.9: py39
+    3.10: py310
 
 [gh-actions:env]
 DJANGO =
-    2.2: django22
-    3.0: django30
-    3.1: django31
-    master: djangomaster
+    3.2: django32
+    4.0: django40
+    4.1: django41
+    main: djangomain
 
 [testenv]
 passenv = *
@@ -24,24 +26,20 @@ setenv =
 deps =
     -e.[test]
     psycopg2-binary
-    django111: Django>=1.11,<2.0
-    django111: djangorestframework<3.12
-    django20: Django>=2.0,<2.1
-    django21: Django>=2.1,<2.2
-    django22: Django>=2.2,<3.0
-    django30: Django>=3.0a1,<3.1
-    django31: Django>=3.1,<3.2
-    djangomaster: https://github.com/django/django/archive/master.zip
+    django32: Django>=3.2,<4.0
+    django40: Django>=4.0,<4.1
+    django41: Django>=4.1,<4.2
+    djangomain: https://github.com/django/django/archive/main.zip
 commands = {posargs:py.test --cov=graphene_django graphene_django examples}
 
 [testenv:black]
-basepython = python3.8
+basepython = python3.9
 deps = -e.[dev]
 commands  =
     black --exclude "/migrations/" graphene_django examples setup.py --check
 
 [testenv:flake8]
-basepython = python3.8
+basepython = python3.9
 deps = -e.[dev]
 commands =
     flake8 graphene_django examples setup.py