From c85028f9ed94474c7410fe147e6f2cd8b6ae04b9 Mon Sep 17 00:00:00 2001
From: gersmann <stefan@gersmann.de>
Date: Mon, 8 Jul 2024 20:07:34 +0200
Subject: [PATCH] chore: fixes for mongo queries (new django 5 expressions,
 objectid field for PG, date with timezone) (#8)

* chore: support new integer lookups fully + isNull lookup

* fix: objectid field postgresql support

* fix: properly handle datetime fields timezones, even if not supported by mongodb
---
 README.md                    |   3 +
 django_mongodb/compiler.py   |  14 ++
 django_mongodb/cursor.py     |   2 +-
 django_mongodb/features.py   |   1 +
 django_mongodb/managers.py   |  29 +++-
 django_mongodb/models.py     |  14 +-
 django_mongodb/operations.py |   9 ++
 django_mongodb/query.py      |  37 ++++-
 poetry.lock                  | 286 +++++++++++++++--------------------
 pyproject.toml               |   4 +-
 test/conftest.py             |   7 +
 test/test_models.py          |  56 +++++--
 testapp/models.py            |   1 +
 13 files changed, 268 insertions(+), 195 deletions(-)

diff --git a/README.md b/README.md
index 956281e..8947039 100644
--- a/README.md
+++ b/README.md
@@ -132,6 +132,9 @@ MyModel.objects.select_related("same_table_child", "extends").all()
 
 # simple aggregations
 MyModel.objects.filter(name_in=["foo", "bar"]).count()
+
+# raw mongo filter
+MyModel.objects.filter(RawMongoDBQuery({"name": "1"})).delete()
 ```
 
 ### Search
diff --git a/django_mongodb/compiler.py b/django_mongodb/compiler.py
index 2f7a1c0..9c5edff 100644
--- a/django_mongodb/compiler.py
+++ b/django_mongodb/compiler.py
@@ -72,6 +72,8 @@ def as_operation(self, with_limits=True, with_col_aliases=False):  # noqa: C901
             or mongo_where.requires_search()
         ) and not self.query.distinct  # search not supported / efficient for distinct queries
 
+        self._extend_with_stage(pipeline, "prepend")
+
         has_attname_as_key = False
         if mongo_where and build_search_pipeline:
             search = mongo_where.get_mongo_search(self, self.connection)
@@ -88,6 +90,8 @@ def as_operation(self, with_limits=True, with_col_aliases=False):  # noqa: C901
                 {"$match": mongo_where.get_mongo_query(self, self.connection, is_search=False)}
             )
 
+        self._extend_with_stage(pipeline, "pre-sort")
+
         if self.query.distinct:
             has_attname_as_key = True
             pipeline.extend(self.get_distinct_clause())
@@ -102,6 +106,8 @@ def as_operation(self, with_limits=True, with_col_aliases=False):  # noqa: C901
         if with_limit_offset and self.query.high_mark:
             pipeline.append({"$limit": self.query.high_mark - self.query.low_mark})
 
+        self._extend_with_stage(pipeline, "append")
+
         if (select_cols := self.select + extra_select) and not has_attname_as_key:
             select_pipeline = MongoSelect(select_cols, self.mongo_meta).get_mongo()
             pipeline.extend(select_pipeline)
@@ -114,6 +120,14 @@ def as_operation(self, with_limits=True, with_col_aliases=False):  # noqa: C901
             ],
         }
 
+    def _extend_with_stage(self, pipeline, position):
+        if not hasattr(self.query, "aggregation_stages"):
+            return
+        if self.query.aggregation_stages and any(
+            stages := [stage for pos, stage in self.query.aggregation_stages if pos == position]
+        ):
+            pipeline.extend(stages)
+
     @cached_property
     def mongo_meta(self):
         if hasattr(self.query.model, "MongoMeta"):
diff --git a/django_mongodb/cursor.py b/django_mongodb/cursor.py
index 61e8091..83c9072 100644
--- a/django_mongodb/cursor.py
+++ b/django_mongodb/cursor.py
@@ -57,7 +57,7 @@ def rowcount(self):
                 return -1
             return self.result.retrieved
         if isinstance(self.result, UpdateResult):
-            return self.result.modified_count
+            return self.result.matched_count  # update might be a no-op in case there are no changes
         raise NotSupportedError
 
     @property
diff --git a/django_mongodb/features.py b/django_mongodb/features.py
index a7cde6d..f45cbde 100644
--- a/django_mongodb/features.py
+++ b/django_mongodb/features.py
@@ -6,3 +6,4 @@ class DatabaseFeatures(BaseDatabaseFeatures):
     supports_explaining_query_execution = False
     supports_json_field = True
     has_native_json_field = True
+    supports_unlimited_charfield = True
diff --git a/django_mongodb/managers.py b/django_mongodb/managers.py
index c28c2ed..667ad9e 100644
--- a/django_mongodb/managers.py
+++ b/django_mongodb/managers.py
@@ -1,14 +1,17 @@
-from typing import TypeVar
+from typing import Generic, Literal, TypeVar
 
 from django.db import models
 
+T = TypeVar("T")
+
 
-class MongoQuerySet(models.QuerySet):
+class MongoQuerySet(Generic[T], models.QuerySet[T]):
     """QuerySet which uses MongoDB as backend"""
 
     def __init__(self, *args, **kwargs):
         super().__init__(*args, **kwargs)
         self._prefer_search = False
+        self._aggregation_stages = []
 
     def prefer_search(self, prefer_search=True):
         obj = self._chain()
@@ -16,6 +19,16 @@ def prefer_search(self, prefer_search=True):
         obj.query.prefer_search = prefer_search
         return obj
 
+    def add_aggregation_stage(
+        self,
+        stage: dict,
+        position: Literal["prepend", "pre-sort", "append"] = "prepend",
+    ):
+        obj = self._chain()
+        obj._aggregation_stages.append((position, stage))
+        obj.query.aggregation_stages = obj._aggregation_stages
+        return obj
+
     def _chain(self):
         """
         Add the _prefer_search hint to the chained query
@@ -23,22 +36,22 @@ def _chain(self):
         obj = super()._chain()
         if obj._prefer_search:
             obj.query.prefer_search = obj._prefer_search
+        if obj._aggregation_stages:
+            obj.query.aggregation_stages = obj._aggregation_stages
         return obj
 
     def _clone(self):
         obj = super()._clone()
         obj._prefer_search = self._prefer_search
+        obj._aggregation_stages = self._aggregation_stages
         return obj
 
 
-T = TypeVar("T")
-
-
-class MongoManager(models.Manager[T]):
+class MongoManager(Generic[T], models.Manager[T]):
     """Manager which uses MongoDB as backend"""
 
-    def get_queryset(self):
+    def get_queryset(self) -> MongoQuerySet[T]:
         return MongoQuerySet(self.model, using=self._db)
 
-    def prefer_search(self, require_search=True):
+    def prefer_search(self, require_search=True) -> MongoQuerySet[T]:
         return self.get_queryset().prefer_search(require_search)
diff --git a/django_mongodb/models.py b/django_mongodb/models.py
index 2667716..17f1601 100644
--- a/django_mongodb/models.py
+++ b/django_mongodb/models.py
@@ -16,7 +16,7 @@ def validators(self):
         return self._validators
 
     def db_type(self, connection):
-        return "ObjectId"
+        return "ObjectId" if "ObjectIdField" in connection.data_types else "CHAR(24)"
 
     def to_python(self, value):
         if value is None or isinstance(value, bson.ObjectId):
@@ -24,6 +24,9 @@ def to_python(self, value):
         else:
             return bson.ObjectId(value)
 
+    def from_db_value(self, value, expression, connection):
+        return self.to_python(value)
+
     def get_prep_value(self, value):
         if value is None:
             return None
@@ -31,11 +34,14 @@ def get_prep_value(self, value):
             return bson.ObjectId(value)
         return bson.ObjectId(value)
 
+    def get_db_prep_value(self, value, connection, prepared=False):
+        return (
+            self.get_prep_value(value) if "ObjectIdField" in connection.data_types else str(value)
+        )
+
 
 class ObjectIdField(ObjectIdFieldMixin, models.CharField):
-    def __init__(self, *args, **kwargs):
-        kwargs["max_length"] = 24
-        super().__init__(*args, **kwargs)
+    pass
 
 
 class ObjectIdAutoField(ObjectIdFieldMixin, AutoField, metaclass=AutoFieldMeta):
diff --git a/django_mongodb/operations.py b/django_mongodb/operations.py
index 3a0fcd1..11a441e 100644
--- a/django_mongodb/operations.py
+++ b/django_mongodb/operations.py
@@ -1,7 +1,9 @@
 import datetime
 
 from bson import ObjectId
+from django.conf import settings
 from django.db.backends.base.operations import BaseDatabaseOperations
+from django.utils.timezone import is_aware, make_aware
 
 
 class DatabaseOperations(BaseDatabaseOperations):
@@ -52,6 +54,11 @@ def convert_date_value(self, value, expression, connection):
             return value.date()
         return value
 
+    def convert_datetime_value(self, value, expression, connection):
+        if settings.USE_TZ and isinstance(value, datetime.datetime) and not is_aware(value):
+            return make_aware(value)
+        return value
+
     def get_db_converters(self, expression):
         converters = super().get_db_converters(expression)
         internal_type = expression.output_field.get_internal_type()
@@ -60,4 +67,6 @@ def get_db_converters(self, expression):
                 converters.append(self.convert_time_value)
             case "DateField":
                 converters.append(self.convert_date_value)
+            case "DateTimeField":
+                converters.append(self.convert_datetime_value)
         return converters
diff --git a/django_mongodb/query.py b/django_mongodb/query.py
index 0cb7b17..68a8dc5 100644
--- a/django_mongodb/query.py
+++ b/django_mongodb/query.py
@@ -12,6 +12,11 @@
     GreaterThanOrEqual,
     In,
     IntegerFieldExact,
+    IntegerGreaterThan,
+    IntegerGreaterThanOrEqual,
+    IntegerLessThan,
+    IntegerLessThanOrEqual,
+    IsNull,
     LessThan,
     LessThanOrEqual,
     Lookup,
@@ -147,14 +152,24 @@ class MongoEqualityComparison(MongoLookup):
 
     def __init__(
         self,
-        operator: LessThan | LessThanOrEqual | GreaterThan | GreaterThanOrEqual,
+        operator: LessThan
+        | LessThanOrEqual
+        | GreaterThan
+        | GreaterThanOrEqual
+        | IntegerLessThan
+        | IntegerLessThanOrEqual
+        | IntegerGreaterThan,
         mongo_meta,
     ):
         super().__init__(operator, mongo_meta)
         self.filter_operator = {
+            IntegerLessThan: "$lt",
             LessThan: "$lt",
+            IntegerLessThanOrEqual: "$lt",
             LessThanOrEqual: "$lte",
+            IntegerGreaterThan: "$gt",
             GreaterThan: "$gt",
+            IntegerGreaterThanOrEqual: "$gte",
             GreaterThanOrEqual: "$gte",
         }[type(operator)]
 
@@ -167,6 +182,21 @@ def _get_mongo_search(self, compiler, connection) -> dict:
         }
 
 
+class MongoIsNull(MongoLookup):
+    def _get_mongo_query(self, compiler, connection, is_search=False) -> dict:
+        return {self.lhs.target.column: None if self.rhs else {"$ne": None}}
+
+    def _get_mongo_search(self, compiler, connection) -> dict:
+        if self.lhs.target.attname not in self.mongo_meta["search_fields"]:
+            return {}
+        return {
+            "exists": {
+                "path": self.lhs.target.column,
+                "value": self.rhs,
+            }
+        }
+
+
 class SearchNode(Node):
     """MongoDB Search Query Base Node"""
 
@@ -264,11 +294,16 @@ class MongoWhereNode:
         RelatedExact: MongoExact,
         In: MongoIn,
         LessThan: MongoEqualityComparison,
+        IntegerLessThan: MongoEqualityComparison,
         LessThanOrEqual: MongoEqualityComparison,
+        IntegerLessThanOrEqual: MongoEqualityComparison,
         GreaterThan: MongoEqualityComparison,
+        IntegerGreaterThan: MongoEqualityComparison,
         GreaterThanOrEqual: MongoEqualityComparison,
+        IntegerGreaterThanOrEqual: MongoEqualityComparison,
         SearchVectorExact: MongoSearchVectorExact,
         RawMongoDBQuery: RawMongoQueryExpression,
+        IsNull: MongoIsNull,
     }
 
     def __init__(self, where: WhereNode, mongo_meta):
diff --git a/poetry.lock b/poetry.lock
index 6996537..5fc3521 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
 [[package]]
 name = "asgiref"
@@ -60,13 +60,13 @@ files = [
 
 [[package]]
 name = "django"
-version = "5.0.4"
+version = "5.0.6"
 description = "A high-level Python web framework that encourages rapid development and clean, pragmatic design."
 optional = false
 python-versions = ">=3.10"
 files = [
-    {file = "Django-5.0.4-py3-none-any.whl", hash = "sha256:916423499d75d62da7aa038d19aef23d23498d8df229775eb0a6309ee1013775"},
-    {file = "Django-5.0.4.tar.gz", hash = "sha256:4bd01a8c830bb77a8a3b0e7d8b25b887e536ad17a81ba2dce5476135c73312bd"},
+    {file = "Django-5.0.6-py3-none-any.whl", hash = "sha256:8363ac062bb4ef7c3f12d078f6fa5d154031d129a15170a1066412af49d30905"},
+    {file = "Django-5.0.6.tar.gz", hash = "sha256:ff1b61005004e476e0aeea47c7f79b85864c70124030e95146315396f1e7951f"},
 ]
 
 [package.dependencies]
@@ -114,29 +114,29 @@ wmi = ["wmi (>=1.5.1)"]
 
 [[package]]
 name = "filelock"
-version = "3.13.3"
+version = "3.15.4"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "filelock-3.13.3-py3-none-any.whl", hash = "sha256:5ffa845303983e7a0b7ae17636509bc97997d58afeafa72fb141a17b152284cb"},
-    {file = "filelock-3.13.3.tar.gz", hash = "sha256:a79895a25bbefdf55d1a2a0a80968f7dbb28edcd6d4234a0afb3f37ecde4b546"},
+    {file = "filelock-3.15.4-py3-none-any.whl", hash = "sha256:6ca1fffae96225dab4c6eaf1c4f4f28cd2568d3ec2a44e15a08520504de468e7"},
+    {file = "filelock-3.15.4.tar.gz", hash = "sha256:2207938cbc1844345cb01a5a95524dae30f0ce089eba5b00378295a17e3e90cb"},
 ]
 
 [package.extras]
 docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.25.2)"]
-testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8.0.1)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8.0.1)", "pytest (>=7.4.3)", "pytest-asyncio (>=0.21)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)", "virtualenv (>=20.26.2)"]
 typing = ["typing-extensions (>=4.8)"]
 
 [[package]]
 name = "identify"
-version = "2.5.35"
+version = "2.5.36"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "identify-2.5.35-py2.py3-none-any.whl", hash = "sha256:c4de0081837b211594f8e877a6b4fad7ca32bbfc1a9307fdd61c28bfe923f13e"},
-    {file = "identify-2.5.35.tar.gz", hash = "sha256:10a7ca245cfcd756a554a7288159f72ff105ad233c7c4b9c6f0f4d108f5f6791"},
+    {file = "identify-2.5.36-py2.py3-none-any.whl", hash = "sha256:37d93f380f4de590500d9dba7db359d0d3da95ffe7f9de1753faa159e71e7dfa"},
+    {file = "identify-2.5.36.tar.gz", hash = "sha256:e5e00f54165f9047fbebeb4a560f9acfb8af4c88232be60a488e9b68d122745d"},
 ]
 
 [package.extras]
@@ -155,53 +155,51 @@ files = [
 
 [[package]]
 name = "nodeenv"
-version = "1.8.0"
+version = "1.9.1"
 description = "Node.js virtual environment builder"
 optional = false
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 files = [
-    {file = "nodeenv-1.8.0-py2.py3-none-any.whl", hash = "sha256:df865724bb3c3adc86b3876fa209771517b0cfe596beff01a92700e0e8be4cec"},
-    {file = "nodeenv-1.8.0.tar.gz", hash = "sha256:d51e0c37e64fbf47d017feac3145cdbb58836d7eee8c6f6d3b6880c5456227d2"},
+    {file = "nodeenv-1.9.1-py2.py3-none-any.whl", hash = "sha256:ba11c9782d29c27c70ffbdda2d7415098754709be8a7056d79a737cd901155c9"},
+    {file = "nodeenv-1.9.1.tar.gz", hash = "sha256:6ec12890a2dab7946721edbfbcd91f3319c6ccc9aec47be7c7e6b7011ee6645f"},
 ]
 
-[package.dependencies]
-setuptools = "*"
-
 [[package]]
 name = "packaging"
-version = "24.0"
+version = "24.1"
 description = "Core utilities for Python packages"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "packaging-24.0-py3-none-any.whl", hash = "sha256:2ddfb553fdf02fb784c234c7ba6ccc288296ceabec964ad2eae3777778130bc5"},
-    {file = "packaging-24.0.tar.gz", hash = "sha256:eb82c5e3e56209074766e6885bb04b8c38a0c015d0a30036ebe7ece34c9989e9"},
+    {file = "packaging-24.1-py3-none-any.whl", hash = "sha256:5b8f2217dbdbd2f7f384c41c628544e6d52f2d0f53c6d0c3ea61aa5d1d7ff124"},
+    {file = "packaging-24.1.tar.gz", hash = "sha256:026ed72c8ed3fcce5bf8950572258698927fd1dbda10a5e981cdf0ac37f4f002"},
 ]
 
 [[package]]
 name = "platformdirs"
-version = "4.2.0"
-description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+version = "4.2.2"
+description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "platformdirs-4.2.0-py3-none-any.whl", hash = "sha256:0614df2a2f37e1a662acbd8e2b25b92ccf8632929bc6d43467e17fe89c75e068"},
-    {file = "platformdirs-4.2.0.tar.gz", hash = "sha256:ef0cc731df711022c174543cb70a9b5bd22e5a9337c8624ef2c2ceb8ddad8768"},
+    {file = "platformdirs-4.2.2-py3-none-any.whl", hash = "sha256:2d7a1657e36a80ea911db832a8a6ece5ee53d8de21edd5cc5879af6530b1bfee"},
+    {file = "platformdirs-4.2.2.tar.gz", hash = "sha256:38b7b51f512eed9e84a22788b4bce1de17c0adb134d6becb09836e37d8654cd3"},
 ]
 
 [package.extras]
 docs = ["furo (>=2023.9.10)", "proselint (>=0.13)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.25.2)"]
 test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)"]
+type = ["mypy (>=1.8)"]
 
 [[package]]
 name = "pluggy"
-version = "1.4.0"
+version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "pluggy-1.4.0-py3-none-any.whl", hash = "sha256:7db9f7b503d67d1c5b95f59773ebb58a8c1c288129a88665838012cfb07b8981"},
-    {file = "pluggy-1.4.0.tar.gz", hash = "sha256:8c85c2876142a764e5b7548e7d9a0e0ddb46f5185161049a79b7e974454223be"},
+    {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"},
+    {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"},
 ]
 
 [package.extras]
@@ -210,13 +208,13 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "pre-commit"
-version = "3.7.0"
+version = "3.7.1"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "pre_commit-3.7.0-py2.py3-none-any.whl", hash = "sha256:5eae9e10c2b5ac51577c3452ec0a490455c45a0533f7960f993a0d01e59decab"},
-    {file = "pre_commit-3.7.0.tar.gz", hash = "sha256:e209d61b8acdcf742404408531f0c37d49d2c734fd7cff2d6076083d191cb060"},
+    {file = "pre_commit-3.7.1-py2.py3-none-any.whl", hash = "sha256:fae36fd1d7ad7d6a5a1c0b0d5adb2ed1a3bda5a21bf6c3e5372073d7a11cd4c5"},
+    {file = "pre_commit-3.7.1.tar.gz", hash = "sha256:8ca3ad567bc78a4972a3f1a477e94a79d4597e8140a6e0b651c5e33899c3654a"},
 ]
 
 [package.dependencies]
@@ -228,101 +226,70 @@ virtualenv = ">=20.10.0"
 
 [[package]]
 name = "pymongo"
-version = "4.6.3"
+version = "4.8.0"
 description = "Python driver for MongoDB <http://www.mongodb.org>"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "pymongo-4.6.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e344d0afdd7c06c1f1e66a4736593293f432defc2191e6b411fc9c82fa8c5adc"},
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 [package.dependencies]
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 [package.extras]
-aws = ["pymongo-auth-aws (<2.0.0)"]
-encryption = ["certifi", "pymongo[aws]", "pymongocrypt (>=1.6.0,<2.0.0)"]
+aws = ["pymongo-auth-aws (>=1.1.0,<2.0.0)"]
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 gssapi = ["pykerberos", "winkerberos (>=0.5.0)"]
 ocsp = ["certifi", "cryptography (>=2.5)", "pyopenssl (>=17.2.0)", "requests (<3.0.0)", "service-identity (>=18.1.0)"]
 snappy = ["python-snappy"]
@@ -331,23 +298,23 @@ zstd = ["zstandard"]
 
 [[package]]
 name = "pytest"
-version = "8.1.1"
+version = "8.2.2"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
 iniconfig = "*"
 packaging = "*"
-pluggy = ">=1.4,<2.0"
+pluggy = ">=1.5,<2.0"
 
 [package.extras]
-testing = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
 [[package]]
 name = "pytest-django"
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 ]
 
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-
 [[package]]
 name = "sqlparse"
-version = "0.4.4"
+version = "0.5.0"
 description = "A non-validating SQL parser."
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.8"
 files = [
-    {file = "sqlparse-0.4.4-py3-none-any.whl", hash = "sha256:5430a4fe2ac7d0f93e66f1efc6e1338a41884b7ddf2a350cedd20ccc4d9d28f3"},
-    {file = "sqlparse-0.4.4.tar.gz", hash = "sha256:d446183e84b8349fa3061f0fe7f06ca94ba65b426946ffebe6e3e8295332420c"},
+    {file = "sqlparse-0.5.0-py3-none-any.whl", hash = "sha256:c204494cd97479d0e39f28c93d46c0b2d5959c7b9ab904762ea6c7af211c8663"},
+    {file = "sqlparse-0.5.0.tar.gz", hash = "sha256:714d0a4932c059d16189f58ef5411ec2287a4360f17cdd0edd2d09d4c5087c93"},
 ]
 
 [package.extras]
-dev = ["build", "flake8"]
+dev = ["build", "hatch"]
 doc = ["sphinx"]
-test = ["pytest", "pytest-cov"]
 
 [[package]]
 name = "tzdata"
@@ -512,13 +462,13 @@ files = [
 
 [[package]]
 name = "virtualenv"
-version = "20.25.1"
+version = "20.26.3"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "virtualenv-20.25.1-py3-none-any.whl", hash = "sha256:961c026ac520bac5f69acb8ea063e8a4f071bcc9457b9c1f28f6b085c511583a"},
-    {file = "virtualenv-20.25.1.tar.gz", hash = "sha256:e08e13ecdca7a0bd53798f356d5831434afa5b07b93f0abdf0797b7a06ffe197"},
+    {file = "virtualenv-20.26.3-py3-none-any.whl", hash = "sha256:8cc4a31139e796e9a7de2cd5cf2489de1217193116a8fd42328f1bd65f434589"},
+    {file = "virtualenv-20.26.3.tar.gz", hash = "sha256:4c43a2a236279d9ea36a0d76f98d84bd6ca94ac4e0f4a3b9d46d05e10fea542a"},
 ]
 
 [package.dependencies]
@@ -527,10 +477,10 @@ filelock = ">=3.12.2,<4"
 platformdirs = ">=3.9.1,<5"
 
 [package.extras]
-docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
+docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
 test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"]
 
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.11"
-content-hash = "e0038bd45d67f96d711bfda68c9f56728d565b7f299df1e2b3bc3661c661dea3"
+content-hash = "5a15cdbe0798eff9cd08f77d78fe88357a384e00c3e5b85588ce0f54de2a5541"
diff --git a/pyproject.toml b/pyproject.toml
index 9f08a7c..e077347 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -15,7 +15,7 @@ classifiers = [
     "Intended Audience :: Developers",
     "Operating System :: OS Independent",
 ]
-version = "0.26"
+version = "0.27.2"
 description = ""
 authors = ["gersmann"]
 readme = "README.md"
@@ -33,7 +33,7 @@ python-dotenv = "^1.0"
 django-jsonform = "^2.22"
 pytest = "^8.1"
 pytest-django = "^4.8"
-ruff = "^0.3.5"
+ruff = "^0.4.5"
 pre-commit = "^3.7"
 
 [tool.pytest.ini_options]
diff --git a/test/conftest.py b/test/conftest.py
index 931f09e..307bc79 100644
--- a/test/conftest.py
+++ b/test/conftest.py
@@ -4,6 +4,13 @@
 from django.db import connections
 from pymongo.operations import SearchIndexModel
 
+from testapp.models import FooModel
+
+
+@pytest.fixture(autouse=True)
+def clean_db():
+    FooModel.objects.all().delete()
+
 
 @pytest.fixture()
 def search_index():
diff --git a/test/test_models.py b/test/test_models.py
index 97647ed..9115e83 100644
--- a/test/test_models.py
+++ b/test/test_models.py
@@ -22,27 +22,28 @@
 
 @pytest.mark.django_db(databases=["mongodb"])
 def test_mongo_model():
-    now = datetime.datetime.now().replace(microsecond=0)
+    fixed_now = now().replace(microsecond=0)
     item = FooModel.objects.create(
         name="test",
         json_field={"foo": "bar"},
     )
     assert item.id is not None
     FooModel.objects.filter(name="test").update(
-        datetime_field=now, date_field=now.date(), time_field=now.time()
+        datetime_field=fixed_now,
+        date_field=fixed_now.date(),
+        time_field=fixed_now.time(),
     )
     item.refresh_from_db()
     assert item.json_field == {"foo": "bar"}
     assert item.name == "test"
     assert isinstance(item.datetime_field, datetime.datetime)
-    assert item.datetime_field == now
-    assert item.date_field == now.date()
-    assert item.time_field == now.time()
+    assert item.datetime_field == fixed_now
+    assert item.date_field == fixed_now.date()
+    assert item.time_field == fixed_now.time()
 
 
 @pytest.mark.django_db(databases=["mongodb"])
 def test_db_prep():
-    FooModel.objects.all().delete()
     item = FooModel.objects.create(
         name="test",
         json_field={"foo": "bar"},
@@ -50,9 +51,23 @@ def test_db_prep():
     assert len(FooModel.objects.filter(id=str(item.id)).all()) == 1
 
 
+@pytest.mark.django_db(databases=["mongodb"])
+def test_datatime_load_save():
+    fixed_now = now()
+    fixed_now = fixed_now.replace(microsecond=0)  # Mongo does not support this resolution
+    item = FooModel.objects.create(
+        name="test",
+    )
+    item.datetime_field = fixed_now
+    item.save()
+    item = FooModel.objects.get(pk=item.pk)
+    assert item.datetime_field.tzinfo is not None
+    assert str(item.datetime_field) == str(fixed_now)
+    item.save()
+
+
 @pytest.mark.django_db(databases=["mongodb"])
 def test_manager_methods():
-    FooModel.objects.all().delete()
     item1 = FooModel.objects.get_or_create(name="test", defaults={"json_field": {"foo": "bar"}})
     item2 = FooModel.objects.get_or_create(name="test", defaults={"json_field": {"foo": "bar"}})
     assert item1[0] is not None
@@ -61,14 +76,11 @@ def test_manager_methods():
 
 @pytest.mark.django_db(databases=["mongodb"])
 def test_mongo_emtpy():
-    FooModel.objects.all().delete()
     assert len(list(FooModel.objects.none())) == 0
 
 
 @pytest.mark.django_db(databases=["mongodb"])
 def test_mongo_lookup():
-    FooModel.objects.all().delete()
-
     FooModel.objects.create(name="test", json_field={"foo": "bar"})
     FooModel.objects.create(name="test2", json_field={"foo": "bar"})
 
@@ -76,6 +88,16 @@ def test_mongo_lookup():
     assert len(list(FooModel.objects.filter(name="test"))) == 1
 
 
+@pytest.mark.django_db(databases=["mongodb"])
+def test_mongo_int_isnull():
+    FooModel.objects.create(name="test", json_field={"foo": "bar"})
+    assert len(list(FooModel.objects.filter(int_field__isnull=True))) == 0
+    assert len(list(FooModel.objects.filter(name2__isnull=True))) == 1
+
+    assert len(list(FooModel.objects.exclude(int_field__isnull=True))) == 1
+    assert len(list(FooModel.objects.exclude(name2__isnull=True))) == 0
+
+
 @pytest.mark.django_db(databases=["mongodb"])
 def test_mongo_model_filter_delete():
     FooModel.objects.all().delete()
@@ -263,7 +285,19 @@ def test_mongo_raw_query():
     assert len(FooModel.objects.all()) == 1
 
 
-@pytest.mark.django_db(databases=["default"])
+@pytest.mark.django_db(databases=["mongodb"])
+def test_mongo_stages():
+    FooModel.objects.all().delete()
+    FooModel.objects.create(name="1", json_field={"foo": "bar"}, date_field=datetime.date.today())
+    FooModel.objects.create(name="2", json_field={"foo": "bar"}, date_field=datetime.date.today())
+    assert FooModel.objects.all().add_aggregation_stage({"$match": {"name": "1"}}).count() == 1
+    FooModel.objects.all().add_aggregation_stage({"$match": {"name": "1"}}).delete()
+    assert len(FooModel.objects.all()) == 1
+    FooModel.objects.all().add_aggregation_stage({"$match": {"name": {"$in": ["1", "2"]}}}).delete()
+    assert len(FooModel.objects.all()) == 0
+
+
+@pytest.mark.django_db(databases=["default", "mongodb"])
 def test_reference_model():
     RefModel.objects.create(name="foo", json={"foo": "bar"})
     assert len(RefModel.objects.all()) == 1
diff --git a/testapp/models.py b/testapp/models.py
index 6ab80fa..1d27b2f 100644
--- a/testapp/models.py
+++ b/testapp/models.py
@@ -10,6 +10,7 @@ class FooModel(models.Model):
     json_field = JSONField()
     name = models.CharField(max_length=100)
     name2 = models.CharField(max_length=100, null=True, db_column="name_2")
+    int_field = models.IntegerField(default=0)
     datetime_field = models.DateTimeField(auto_now_add=True)
     time_field = models.TimeField(auto_now_add=True)
     date_field = models.DateField(auto_now_add=True)