add 4 new relation signales, add 4 new aggr methods, wip to cleanup

ormar/__init__.py

@@ -24,9 +24,13 @@ from ormar.decorators import (  # noqa: I100
     post_delete,
     post_save,
     post_update,
+    post_relation_add,
+    post_relation_remove,
     pre_delete,
     pre_save,
     pre_update,
+    pre_relation_add,
+    pre_relation_remove,
     property_field,
 )
 from ormar.exceptions import (  # noqa: I100
@@ -102,9 +106,13 @@ __all__ = [
     "post_delete",
     "post_save",
     "post_update",
+    "post_relation_add",
+    "post_relation_remove",
     "pre_delete",
     "pre_save",
     "pre_update",
+    "pre_relation_remove",
+    "pre_relation_add",
     "Signal",
     "BaseField",
     "ManyToManyField",

ormar/decorators/__init__.py

@@ -12,9 +12,13 @@ from ormar.decorators.signals import (
     post_delete,
     post_save,
     post_update,
+    post_relation_add,
+    post_relation_remove,
     pre_delete,
     pre_save,
     pre_update,
+    pre_relation_add,
+    pre_relation_remove,
 )
 
 __all__ = [
@@ -25,4 +29,8 @@ __all__ = [
     "pre_delete",
     "pre_save",
     "pre_update",
+    "post_relation_remove",
+    "post_relation_add",
+    "pre_relation_remove",
+    "pre_relation_add",
 ]

ormar/decorators/signals.py

@@ -22,7 +22,7 @@ def receiver(
     def _decorator(func: Callable) -> Callable:
         """
 
-        Internal decorator that does all the registeriing.
+        Internal decorator that does all the registering.
 
         :param func: function to register as receiver
         :type func: Callable
@@ -117,3 +117,57 @@ def pre_delete(senders: Union[Type["Model"], List[Type["Model"]]]) -> Callable:
     :rtype: Callable
     """
     return receiver(signal="pre_delete", senders=senders)
+
+
+def pre_relation_add(senders: Union[Type["Model"], List[Type["Model"]]]) -> Callable:
+    """
+    Connect given function to all senders for pre_relation_add signal.
+
+    :param senders: one or a list of "Model" classes
+    that should have the signal receiver registered
+    :type senders: Union[Type["Model"], List[Type["Model"]]]
+    :return: returns the original function untouched
+    :rtype: Callable
+    """
+    return receiver(signal="pre_relation_add", senders=senders)
+
+
+def post_relation_add(senders: Union[Type["Model"], List[Type["Model"]]]) -> Callable:
+    """
+    Connect given function to all senders for post_relation_add signal.
+
+    :param senders: one or a list of "Model" classes
+    that should have the signal receiver registered
+    :type senders: Union[Type["Model"], List[Type["Model"]]]
+    :return: returns the original function untouched
+    :rtype: Callable
+    """
+    return receiver(signal="post_relation_add", senders=senders)
+
+
+def pre_relation_remove(senders: Union[Type["Model"], List[Type["Model"]]]) -> Callable:
+    """
+    Connect given function to all senders for pre_relation_remove signal.
+
+    :param senders: one or a list of "Model" classes
+    that should have the signal receiver registered
+    :type senders: Union[Type["Model"], List[Type["Model"]]]
+    :return: returns the original function untouched
+    :rtype: Callable
+    """
+    return receiver(signal="pre_relation_remove", senders=senders)
+
+
+def post_relation_remove(
+    senders: Union[Type["Model"], List[Type["Model"]]]
+) -> Callable:
+    """
+    Connect given function to all senders for post_relation_remove signal.
+
+    :param senders: one or a list of "Model" classes
+    that should have the signal receiver registered
+    :type senders: Union[Type["Model"], List[Type["Model"]]]
+    :return: returns the original function untouched
+    :rtype: Callable
+    """
+    return receiver(signal="post_relation_remove", senders=senders)

ormar/models/metaclass.py

@@ -140,6 +140,10 @@ def register_signals(new_model: Type["Model"]) -> None:  # noqa: CCR001
         signals.post_save = Signal()
         signals.post_update = Signal()
         signals.post_delete = Signal()
+        signals.pre_relation_add = Signal()
+        signals.post_relation_add = Signal()
+        signals.pre_relation_remove = Signal()
+        signals.post_relation_remove = Signal()
         new_model.Meta.signals = signals
 
 

ormar/models/newbasemodel.py

@@ -216,6 +216,8 @@ class NewBaseModel(pydantic.BaseModel, ModelTableProxy, metaclass=ModelMetaclass
             )
             if isinstance(object.__getattribute__(self, "__dict__").get(name), list):
                 # virtual foreign key or many to many
+                # TODO: Fix double items in dict, no effect on real action ugly repr
+                # if model.pk not in [x.pk for  x in related_list]:
                 object.__getattribute__(self, "__dict__")[name].append(model)
             else:
                 # foreign key relation

ormar/queryset/__init__.py

@@ -1,7 +1,7 @@
 """
 Contains QuerySet and different Query classes to allow for constructing of sql queries.
 """
-from ormar.queryset.actions import FilterAction, OrderAction
+from ormar.queryset.actions import FilterAction, OrderAction, SelectAction
 from ormar.queryset.clause import and_, or_
 from ormar.queryset.filter_query import FilterQuery
 from ormar.queryset.limit_query import LimitQuery
@@ -17,6 +17,7 @@ __all__ = [
     "OrderQuery",
     "FilterAction",
     "OrderAction",
+    "SelectAction",
     "and_",
     "or_",
 ]

ormar/queryset/actions/__init__.py

@@ -1,4 +1,5 @@
 from ormar.queryset.actions.filter_action import FilterAction
 from ormar.queryset.actions.order_action import OrderAction
+from ormar.queryset.actions.select_action import SelectAction
 
-__all__ = ["FilterAction", "OrderAction"]
+__all__ = ["FilterAction", "OrderAction", "SelectAction"]

ormar/queryset/actions/select_action.py

@@ -0,0 +1,44 @@
+from typing import Callable, TYPE_CHECKING, Type
+
+import sqlalchemy
+
+from ormar.queryset.actions.query_action import QueryAction
+
+if TYPE_CHECKING:
+    from ormar import Model
+
+
+class SelectAction(QueryAction):
+    """
+    Order Actions is populated by queryset when order_by() is called.
+
+    All required params are extracted but kept raw until actual filter clause value
+    is required -> then the action is converted into text() clause.
+
+    Extracted in order to easily change table prefixes on complex relations.
+    """
+
+    def __init__(
+        self, select_str: str, model_cls: Type["Model"], alias: str = None
+    ) -> None:
+        super().__init__(query_str=select_str, model_cls=model_cls)
+        if alias:
+            self.table_prefix = alias
+
+    def _split_value_into_parts(self, order_str: str) -> None:
+        parts = order_str.split("__")
+        self.field_name = parts[-1]
+        self.related_parts = parts[:-1]
+
+    def get_text_clause(self) -> sqlalchemy.sql.expression.TextClause:
+        alias = f"{self.table_prefix}_" if self.table_prefix else ""
+        return sqlalchemy.text(f"{alias}{self.field_name}")
+
+    def apply_func(
+        self, func: Callable, use_label: bool = True
+    ) -> sqlalchemy.sql.expression.TextClause:
+        result = func(self.get_text_clause())
+        if use_label:
+            rel_prefix = f"{self.related_str}__" if self.related_str else ""
+            result = result.label(f"{rel_prefix}{self.field_name}")
+        return result

ormar/queryset/join.py

@@ -6,7 +6,8 @@ from typing import (
     Optional,
     TYPE_CHECKING,
     Tuple,
-    Type, cast,
+    Type,
+    cast,
 )
 
 import sqlalchemy
@@ -268,7 +269,7 @@ class SqlJoin:
             new_part = target_field.default_target_field_name()  # type: ignore
         return new_part
 
-    def _process_join(self, ) -> None:  # noqa: CFQ002
+    def _process_join(self,) -> None:  # noqa: CFQ002
         """
         Resolves to and from column names and table names.
 
@@ -359,8 +360,9 @@ class SqlJoin:
                 elif self.target_field.is_multi:
                     alias = self.alias_manager.resolve_relation_alias(
                         from_model=self.target_field.through,
-                        relation_name=cast("ManyToManyField",
+                        relation_name=cast(
-                                           self.target_field).default_target_field_name(),
+                            "ManyToManyField", self.target_field
+                        ).default_target_field_name(),
                     )
                     model = self.target_field.to
                     clause = ormar.OrderAction(

ormar/queryset/queryset.py

@@ -14,11 +14,12 @@ from typing import (
 import databases
 import sqlalchemy
 from sqlalchemy import bindparam
+from sqlalchemy.engine import ResultProxy
 
 import ormar  # noqa I100
 from ormar import MultipleMatches, NoMatch
 from ormar.exceptions import ModelError, ModelPersistenceError, QueryDefinitionError
-from ormar.queryset import FilterQuery
+from ormar.queryset import FilterQuery, SelectAction
 from ormar.queryset.actions.order_action import OrderAction
 from ormar.queryset.clause import FilterGroup, QueryClause
 from ormar.queryset.prefetch_query import PrefetchQuery
@@ -557,6 +558,73 @@ class QuerySet:
         expr = sqlalchemy.func.count().select().select_from(expr)
         return await self.database.fetch_val(expr)
 
+    async def _query_aggr_function(self, func_name: str, columns: List):
+        func = getattr(sqlalchemy.func, func_name)
+        select_actions = [
+            SelectAction(select_str=column, model_cls=self.model)
+            for column in columns
+        ]
+        select_columns = [x.apply_func(func, use_label=True) for x in select_actions]
+        expr = self.build_select_expression().alias(f"subquery_for_{func_name}")
+        expr = sqlalchemy.select(select_columns).select_from(expr)
+        # print("\n", expr.compile(compile_kwargs={"literal_binds": True}))
+        result = await self.database.fetch_one(expr)
+        return result if len(result) > 1 else result[0]  # type: ignore
+
+    async def max(  # noqa: A003
+        self, columns: Union[str, List[str]]
+    ) -> Union[Any, ResultProxy]:
+        """
+        Returns max value of columns for rows matching the given criteria
+        (applied with `filter` and `exclude` if set before).
+
+        :return: max value of column(s)
+        :rtype: Any
+        """
+        if not isinstance(columns, list):
+            columns = [columns]
+        return await self._query_aggr_function(func_name="max", columns=columns)
+
+    async def min(  # noqa: A003
+        self, columns: Union[str, List[str]]
+    ) -> Union[Any, ResultProxy]:
+        """
+        Returns min value of columns for rows matching the given criteria
+        (applied with `filter` and `exclude` if set before).
+
+        :return: min value of column(s)
+        :rtype: Any
+        """
+        if not isinstance(columns, list):
+            columns = [columns]
+        return await self._query_aggr_function(func_name="min", columns=columns)
+
+    async def sum(  # noqa: A003
+        self, columns: Union[str, List[str]]
+    ) -> Union[Any, ResultProxy]:
+        """
+        Returns sum value of columns for rows matching the given criteria
+        (applied with `filter` and `exclude` if set before).
+
+        :return: sum value of columns
+        :rtype: int
+        """
+        if not isinstance(columns, list):
+            columns = [columns]
+        return await self._query_aggr_function(func_name="sum", columns=columns)
+
+    async def avg(self, columns: Union[str, List[str]]) -> Union[Any, ResultProxy]:
+        """
+        Returns avg value of columns for rows matching the given criteria
+        (applied with `filter` and `exclude` if set before).
+
+        :return: avg value of columns
+        :rtype: Union[int, float, List]
+        """
+        if not isinstance(columns, list):
+            columns = [columns]
+        return await self._query_aggr_function(func_name="avg", columns=columns)
+
     async def update(self, each: bool = False, **kwargs: Any) -> int:
         """
         Updates the model table after applying the filters from kwargs.

ormar/relations/querysetproxy.py

@@ -12,6 +12,8 @@ from typing import (  # noqa: I100, I201
     cast,
 )
 
+from sqlalchemy.engine import ResultProxy
+
 import ormar
 from ormar.exceptions import ModelPersistenceError, QueryDefinitionError
 
@@ -116,6 +118,7 @@ class QuerysetProxy:
         :type child: Model
         """
         model_cls = self.relation.through
+        # TODO: Add support for pk with default not only autoincrement id
         owner_column = self.related_field.default_target_field_name()  # type: ignore
         child_column = self.related_field.default_source_field_name()  # type: ignore
         rel_kwargs = {owner_column: self._owner.pk, child_column: child.pk}
@@ -185,6 +188,52 @@ class QuerysetProxy:
         """
         return await self.queryset.count()
 
+    async def max(  # noqa: A003
+        self, columns: Union[str, List[str]]
+    ) -> Union[Any, ResultProxy]:
+        """
+        Returns max value of columns for rows matching the given criteria
+        (applied with `filter` and `exclude` if set before).
+
+        :return: max value of column(s)
+        :rtype: Any
+        """
+        return await self.queryset.max(columns=columns)
+
+    async def min(  # noqa: A003
+        self, columns: Union[str, List[str]]
+    ) -> Union[Any, ResultProxy]:
+        """
+        Returns min value of columns for rows matching the given criteria
+        (applied with `filter` and `exclude` if set before).
+
+        :return: min value of column(s)
+        :rtype: Any
+        """
+        return await self.queryset.min(columns=columns)
+
+    async def sum(  # noqa: A003
+        self, columns: Union[str, List[str]]
+    ) -> Union[Any, ResultProxy]:
+        """
+        Returns sum value of columns for rows matching the given criteria
+        (applied with `filter` and `exclude` if set before).
+
+        :return: sum value of columns
+        :rtype: int
+        """
+        return await self.queryset.sum(columns=columns)
+
+    async def avg(self, columns: Union[str, List[str]]) -> Union[Any, ResultProxy]:
+        """
+        Returns avg value of columns for rows matching the given criteria
+        (applied with `filter` and `exclude` if set before).
+
+        :return: avg value of columns
+        :rtype: Union[int, float, List]
+        """
+        return await self.queryset.avg(columns=columns)
+
     async def clear(self, keep_reversed: bool = True) -> int:
         """
         Removes all related models from given relation.

ormar/relations/relation_proxy.py

@@ -152,6 +152,12 @@ class RelationProxy(list):
                 f"Object {self._owner.get_name()} has no "
                 f"{item.get_name()} with given primary key!"
             )
+        await self._owner.signals.pre_relation_remove.send(
+            sender=self._owner.__class__,
+            instance=self._owner,
+            child=item,
+            relation_name=self.field_name,
+        )
         super().remove(item)
         relation_name = self.related_field_name
         relation = item._orm._get(relation_name)
@@ -169,6 +175,12 @@ class RelationProxy(list):
                 await item.update()
             else:
                 await item.delete()
+        await self._owner.signals.post_relation_remove.send(
+            sender=self._owner.__class__,
+            instance=self._owner,
+            child=item,
+            relation_name=self.field_name,
+        )
 
     async def add(self, item: "Model", **kwargs: Any) -> None:
         """
@@ -182,6 +194,13 @@ class RelationProxy(list):
         :type item: Model
         """
         relation_name = self.related_field_name
+        await self._owner.signals.pre_relation_add.send(
+            sender=self._owner.__class__,
+            instance=self._owner,
+            child=item,
+            relation_name=self.field_name,
+            passed_kwargs=kwargs,
+        )
         self._check_if_model_saved()
         if self.type_ == ormar.RelationType.MULTIPLE:
             await self.queryset_proxy.create_through_instance(item, **kwargs)
@@ -189,3 +208,10 @@ class RelationProxy(list):
         else:
             setattr(item, relation_name, self._owner)
             await item.update()
+        await self._owner.signals.post_relation_add.send(
+            sender=self._owner.__class__,
+            instance=self._owner,
+            child=item,
+            relation_name=self.field_name,
+            passed_kwargs=kwargs,
+        )

tests/test_aggr_functions.py

@@ -0,0 +1,182 @@
+from typing import Optional
+
+import databases
+import pytest
+import sqlalchemy
+
+import ormar
+from tests.settings import DATABASE_URL
+
+database = databases.Database(DATABASE_URL)
+metadata = sqlalchemy.MetaData()
+
+
+class BaseMeta(ormar.ModelMeta):
+    metadata = metadata
+    database = database
+
+
+class Author(ormar.Model):
+    class Meta(BaseMeta):
+        tablename = "authors"
+        order_by = ["-name"]
+
+    id: int = ormar.Integer(primary_key=True)
+    name: str = ormar.String(max_length=100)
+
+
+class Book(ormar.Model):
+    class Meta(BaseMeta):
+        tablename = "books"
+        order_by = ["year", "-ranking"]
+
+    id: int = ormar.Integer(primary_key=True)
+    author: Optional[Author] = ormar.ForeignKey(Author)
+    title: str = ormar.String(max_length=100)
+    year: int = ormar.Integer(nullable=True)
+    ranking: int = ormar.Integer(nullable=True)
+
+
+@pytest.fixture(autouse=True, scope="module")
+def create_test_database():
+    engine = sqlalchemy.create_engine(DATABASE_URL)
+    metadata.drop_all(engine)
+    metadata.create_all(engine)
+    yield
+    metadata.drop_all(engine)
+
+
+@pytest.fixture(autouse=True, scope="function")
+async def cleanup():
+    yield
+    async with database:
+        await Book.objects.delete(each=True)
+        await Author.objects.delete(each=True)
+
+
+async def sample_data():
+    author = await Author(name="Author 1").save()
+    await Book(title="Book 1", year=1920, ranking=3, author=author).save()
+    await Book(title="Book 2", year=1930, ranking=1, author=author).save()
+    await Book(title="Book 3", year=1923, ranking=5, author=author).save()
+
+
+@pytest.mark.asyncio
+async def test_min_method():
+    async with database:
+        await sample_data()
+        assert await Book.objects.min("year") == 1920
+        result = await Book.objects.min(["year", "ranking"])
+        assert result == (1920, 1)
+        assert dict(result) == dict(year=1920, ranking=1)
+
+        assert await Book.objects.min("title") == "Book 1"
+
+        assert await Author.objects.select_related("books").min("books__year") == 1920
+        result = await Author.objects.select_related("books").min(
+            ["books__year", "books__ranking"]
+        )
+        assert result == (1920, 1)
+        assert dict(result) == dict(books__year=1920, books__ranking=1)
+
+        assert (
+            await Author.objects.select_related("books")
+            .filter(books__year__gt=1925)
+            .min("books__year")
+            == 1930
+        )
+
+
+@pytest.mark.asyncio
+async def test_max_method():
+    async with database:
+        await sample_data()
+        assert await Book.objects.max("year") == 1930
+        result = await Book.objects.max(["year", "ranking"])
+        assert result == (1930, 5)
+        assert dict(result) == dict(year=1930, ranking=5)
+
+        assert await Book.objects.max("title") == "Book 3"
+
+        assert await Author.objects.select_related("books").max("books__year") == 1930
+        result = await Author.objects.select_related("books").max(
+            ["books__year", "books__ranking"]
+        )
+        assert result == (1930, 5)
+        assert dict(result) == dict(books__year=1930, books__ranking=5)
+
+        assert (
+            await Author.objects.select_related("books")
+            .filter(books__year__lt=1925)
+            .max("books__year")
+            == 1923
+        )
+
+
+@pytest.mark.asyncio
+async def test_sum_method():
+    async with database:
+        await sample_data()
+        assert await Book.objects.sum("year") == 5773
+        result = await Book.objects.sum(["year", "ranking"])
+        assert result == (5773, 9)
+        assert dict(result) == dict(year=5773, ranking=9)
+
+        assert await Book.objects.sum("title") == 0.0
+
+        assert await Author.objects.select_related("books").sum("books__year") == 5773
+        result = await Author.objects.select_related("books").sum(
+            ["books__year", "books__ranking"]
+        )
+        assert result == (5773, 9)
+        assert dict(result) == dict(books__year=5773, books__ranking=9)
+
+        assert (
+            await Author.objects.select_related("books")
+            .filter(books__year__lt=1925)
+            .sum("books__year")
+            == 3843
+        )
+
+
+@pytest.mark.asyncio
+async def test_avg_method():
+    async with database:
+        await sample_data()
+        assert round(await Book.objects.avg("year"), 2) == 1924.33
+        result = await Book.objects.avg(["year", "ranking"])
+        assert (round(result[0], 2), result[1]) == (1924.33, 3.0)
+        result_dict = dict(result)
+        assert round(result_dict.get("year"), 2) == 1924.33
+        assert result_dict.get("ranking") == 3.0
+
+        assert await Book.objects.avg("title") == 0.0
+
+        result = await Author.objects.select_related("books").avg("books__year")
+        assert round(result, 2) == 1924.33
+        result = await Author.objects.select_related("books").avg(
+            ["books__year", "books__ranking"]
+        )
+        assert (round(result[0], 2), result[1]) == (1924.33, 3.0)
+        result_dict = dict(result)
+        assert round(result_dict.get("books__year"), 2) == 1924.33
+        assert result_dict.get("books__ranking") == 3.0
+
+        assert (
+            await Author.objects.select_related("books")
+            .filter(books__year__lt=1925)
+            .avg("books__year")
+            == 1921.5
+        )
+
+
+@pytest.mark.asyncio
+async def test_queryset_method():
+    async with database:
+        await sample_data()
+        author = await Author.objects.select_related("books").get()
+        assert await author.books.min("year") == 1920
+        assert await author.books.max("year") == 1930
+        assert await author.books.sum("ranking") == 9
+        assert await author.books.avg("ranking") == 3.0
+        assert await author.books.max(["year", "title"]) == (1930, "Book 3")

tests/test_default_model_order.py

@@ -48,6 +48,8 @@ def create_test_database():
 
 @pytest.fixture(autouse=True, scope="function")
 async def cleanup():
+    yield
+    async with database:
         await Book.objects.delete(each=True)
         await Author.objects.delete(each=True)
 

tests/test_signals_for_relations.py

@@ -0,0 +1,217 @@
+from typing import Optional
+
+import databases
+import pytest
+import sqlalchemy
+
+import ormar
+from ormar import (
+    post_relation_add,
+    post_relation_remove,
+    pre_relation_add,
+    pre_relation_remove,
+)
+import pydantic
+from tests.settings import DATABASE_URL
+
+database = databases.Database(DATABASE_URL, force_rollback=True)
+metadata = sqlalchemy.MetaData()
+
+
+class AuditLog(ormar.Model):
+    class Meta:
+        tablename = "audits"
+        metadata = metadata
+        database = database
+
+    id: int = ormar.Integer(primary_key=True)
+    event_type: str = ormar.String(max_length=100)
+    event_log: pydantic.Json = ormar.JSON()
+
+
+class Cover(ormar.Model):
+    class Meta:
+        tablename = "covers"
+        metadata = metadata
+        database = database
+
+    id: int = ormar.Integer(primary_key=True)
+    title: str = ormar.String(max_length=100)
+
+
+class Artist(ormar.Model):
+    class Meta:
+        tablename = "artists"
+        metadata = metadata
+        database = database
+
+    id: int = ormar.Integer(name="artist_id", primary_key=True)
+    name: str = ormar.String(name="fname", max_length=100)
+
+
+class Album(ormar.Model):
+    class Meta:
+        tablename = "albums"
+        metadata = metadata
+        database = database
+
+    id: int = ormar.Integer(primary_key=True)
+    title: str = ormar.String(max_length=100)
+    cover: Optional[Cover] = ormar.ForeignKey(Cover)
+    artists = ormar.ManyToMany(Artist)
+
+
+@pytest.fixture(autouse=True, scope="module")
+def create_test_database():
+    engine = sqlalchemy.create_engine(DATABASE_URL)
+    metadata.drop_all(engine)
+    metadata.create_all(engine)
+    yield
+    metadata.drop_all(engine)
+
+
+@pytest.fixture(scope="function")
+async def cleanup():
+    yield
+    async with database:
+        await AuditLog.objects.delete(each=True)
+
+
+@pytest.mark.asyncio
+async def test_relation_signal_functions():
+    async with database:
+        async with database.transaction(force_rollback=True):
+
+            @pre_relation_add([Album, Cover, Artist])
+            async def before_relation_add(
+                sender, instance, child, relation_name, passed_kwargs, **kwargs
+            ):
+                await AuditLog.objects.create(
+                    event_type="RELATION_PRE_ADD",
+                    event_log=dict(
+                        class_affected=sender.get_name(),
+                        parent_id=instance.pk,
+                        child_id=child.pk,
+                        relation_name=relation_name,
+                        kwargs=passed_kwargs,
+                    ),
+                )
+
+                passed_kwargs.pop("dummy", None)
+
+            @post_relation_add([Album, Cover, Artist])
+            async def after_relation_add(
+                sender, instance, child, relation_name, passed_kwargs, **kwargs
+            ):
+                await AuditLog.objects.create(
+                    event_type="RELATION_POST_ADD",
+                    event_log=dict(
+                        class_affected=sender.get_name(),
+                        parent_id=instance.pk,
+                        child_id=child.pk,
+                        relation_name=relation_name,
+                        kwargs=passed_kwargs,
+                    ),
+                )
+
+            @pre_relation_remove([Album, Cover, Artist])
+            async def before_relation_remove(
+                sender, instance, child, relation_name, **kwargs
+            ):
+                await AuditLog.objects.create(
+                    event_type="RELATION_PRE_REMOVE",
+                    event_log=dict(
+                        class_affected=sender.get_name(),
+                        parent_id=instance.pk,
+                        child_id=child.pk,
+                        relation_name=relation_name,
+                        kwargs=kwargs,
+                    ),
+                )
+
+            @post_relation_remove([Album, Cover, Artist])
+            async def after_relation_remove(
+                sender, instance, child, relation_name, **kwargs
+            ):
+                await AuditLog.objects.create(
+                    event_type="RELATION_POST_REMOVE",
+                    event_log=dict(
+                        class_affected=sender.get_name(),
+                        parent_id=instance.pk,
+                        child_id=child.pk,
+                        relation_name=relation_name,
+                        kwargs=kwargs,
+                    ),
+                )
+
+            cover = await Cover(title="New").save()
+            artist = await Artist(name="Artist").save()
+            album = await Album(title="New Album").save()
+
+            await cover.albums.add(album, index=0)
+            log = await AuditLog.objects.get(event_type="RELATION_PRE_ADD")
+            assert log.event_log.get("parent_id") == cover.pk
+            assert log.event_log.get("child_id") == album.pk
+            assert log.event_log.get("relation_name") == "albums"
+            assert log.event_log.get("kwargs") == dict(index=0)
+
+            log2 = await AuditLog.objects.get(event_type="RELATION_POST_ADD")
+            assert log2.event_log.get("parent_id") == cover.pk
+            assert log2.event_log.get("child_id") == album.pk
+            assert log2.event_log.get("relation_name") == "albums"
+            assert log2.event_log.get("kwargs") == dict(index=0)
+
+            await album.artists.add(artist, dummy="test")
+
+            log3 = await AuditLog.objects.filter(
+                event_type="RELATION_PRE_ADD", id__gt=log2.pk
+            ).get()
+            assert log3.event_log.get("parent_id") == album.pk
+            assert log3.event_log.get("child_id") == artist.pk
+            assert log3.event_log.get("relation_name") == "artists"
+            assert log3.event_log.get("kwargs") == dict(dummy="test")
+
+            log4 = await AuditLog.objects.get(
+                event_type="RELATION_POST_ADD", id__gt=log3.pk
+            )
+            assert log4.event_log.get("parent_id") == album.pk
+            assert log4.event_log.get("child_id") == artist.pk
+            assert log4.event_log.get("relation_name") == "artists"
+            assert log4.event_log.get("kwargs") == dict()
+
+            assert album.cover == cover
+            assert len(album.artists) == 1
+
+            await cover.albums.remove(album)
+            log = await AuditLog.objects.get(event_type="RELATION_PRE_REMOVE")
+            assert log.event_log.get("parent_id") == cover.pk
+            assert log.event_log.get("child_id") == album.pk
+            assert log.event_log.get("relation_name") == "albums"
+            assert log.event_log.get("kwargs") == dict()
+
+            log2 = await AuditLog.objects.get(event_type="RELATION_POST_REMOVE")
+            assert log2.event_log.get("parent_id") == cover.pk
+            assert log2.event_log.get("child_id") == album.pk
+            assert log2.event_log.get("relation_name") == "albums"
+            assert log2.event_log.get("kwargs") == dict()
+
+            await album.artists.remove(artist)
+            log3 = await AuditLog.objects.filter(
+                event_type="RELATION_PRE_REMOVE", id__gt=log2.pk
+            ).get()
+            assert log3.event_log.get("parent_id") == album.pk
+            assert log3.event_log.get("child_id") == artist.pk
+            assert log3.event_log.get("relation_name") == "artists"
+            assert log3.event_log.get("kwargs") == dict()
+
+            log4 = await AuditLog.objects.get(
+                event_type="RELATION_POST_REMOVE", id__gt=log3.pk
+            )
+            assert log4.event_log.get("parent_id") == album.pk
+            assert log4.event_log.get("child_id") == artist.pk
+            assert log4.event_log.get("relation_name") == "artists"
+            assert log4.event_log.get("kwargs") == dict()
+
+            await album.load_all()
+            assert len(album.artists) == 0
+            assert album.cover is None