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+# ext/mutable.py
+# Copyright (C) 2005-2024 the SQLAlchemy authors and contributors
+# <see AUTHORS file>
+#
+# This module is part of SQLAlchemy and is released under
+# the MIT License: https://www.opensource.org/licenses/mit-license.php
+
+r"""Provide support for tracking of in-place changes to scalar values,
+which are propagated into ORM change events on owning parent objects.
+
+.. _mutable_scalars:
+
+Establishing Mutability on Scalar Column Values
+===============================================
+
+A typical example of a "mutable" structure is a Python dictionary.
+Following the example introduced in :ref:`types_toplevel`, we
+begin with a custom type that marshals Python dictionaries into
+JSON strings before being persisted::
+
+ from sqlalchemy.types import TypeDecorator, VARCHAR
+ import json
+
+ class JSONEncodedDict(TypeDecorator):
+ "Represents an immutable structure as a json-encoded string."
+
+ impl = VARCHAR
+
+ def process_bind_param(self, value, dialect):
+ if value is not None:
+ value = json.dumps(value)
+ return value
+
+ def process_result_value(self, value, dialect):
+ if value is not None:
+ value = json.loads(value)
+ return value
+
+The usage of ``json`` is only for the purposes of example. The
+:mod:`sqlalchemy.ext.mutable` extension can be used
+with any type whose target Python type may be mutable, including
+:class:`.PickleType`, :class:`_postgresql.ARRAY`, etc.
+
+When using the :mod:`sqlalchemy.ext.mutable` extension, the value itself
+tracks all parents which reference it. Below, we illustrate a simple
+version of the :class:`.MutableDict` dictionary object, which applies
+the :class:`.Mutable` mixin to a plain Python dictionary::
+
+ from sqlalchemy.ext.mutable import Mutable
+
+ class MutableDict(Mutable, dict):
+ @classmethod
+ def coerce(cls, key, value):
+ "Convert plain dictionaries to MutableDict."
+
+ if not isinstance(value, MutableDict):
+ if isinstance(value, dict):
+ return MutableDict(value)
+
+ # this call will raise ValueError
+ return Mutable.coerce(key, value)
+ else:
+ return value
+
+ def __setitem__(self, key, value):
+ "Detect dictionary set events and emit change events."
+
+ dict.__setitem__(self, key, value)
+ self.changed()
+
+ def __delitem__(self, key):
+ "Detect dictionary del events and emit change events."
+
+ dict.__delitem__(self, key)
+ self.changed()
+
+The above dictionary class takes the approach of subclassing the Python
+built-in ``dict`` to produce a dict
+subclass which routes all mutation events through ``__setitem__``. There are
+variants on this approach, such as subclassing ``UserDict.UserDict`` or
+``collections.MutableMapping``; the part that's important to this example is
+that the :meth:`.Mutable.changed` method is called whenever an in-place
+change to the datastructure takes place.
+
+We also redefine the :meth:`.Mutable.coerce` method which will be used to
+convert any values that are not instances of ``MutableDict``, such
+as the plain dictionaries returned by the ``json`` module, into the
+appropriate type. Defining this method is optional; we could just as well
+created our ``JSONEncodedDict`` such that it always returns an instance
+of ``MutableDict``, and additionally ensured that all calling code
+uses ``MutableDict`` explicitly. When :meth:`.Mutable.coerce` is not
+overridden, any values applied to a parent object which are not instances
+of the mutable type will raise a ``ValueError``.
+
+Our new ``MutableDict`` type offers a class method
+:meth:`~.Mutable.as_mutable` which we can use within column metadata
+to associate with types. This method grabs the given type object or
+class and associates a listener that will detect all future mappings
+of this type, applying event listening instrumentation to the mapped
+attribute. Such as, with classical table metadata::
+
+ from sqlalchemy import Table, Column, Integer
+
+ my_data = Table('my_data', metadata,
+ Column('id', Integer, primary_key=True),
+ Column('data', MutableDict.as_mutable(JSONEncodedDict))
+ )
+
+Above, :meth:`~.Mutable.as_mutable` returns an instance of ``JSONEncodedDict``
+(if the type object was not an instance already), which will intercept any
+attributes which are mapped against this type. Below we establish a simple
+mapping against the ``my_data`` table::
+
+ from sqlalchemy.orm import DeclarativeBase
+ from sqlalchemy.orm import Mapped
+ from sqlalchemy.orm import mapped_column
+
+ class Base(DeclarativeBase):
+ pass
+
+ class MyDataClass(Base):
+ __tablename__ = 'my_data'
+ id: Mapped[int] = mapped_column(primary_key=True)
+ data: Mapped[dict[str, str]] = mapped_column(MutableDict.as_mutable(JSONEncodedDict))
+
+The ``MyDataClass.data`` member will now be notified of in place changes
+to its value.
+
+Any in-place changes to the ``MyDataClass.data`` member
+will flag the attribute as "dirty" on the parent object::
+
+ >>> from sqlalchemy.orm import Session
+
+ >>> sess = Session(some_engine)
+ >>> m1 = MyDataClass(data={'value1':'foo'})
+ >>> sess.add(m1)
+ >>> sess.commit()
+
+ >>> m1.data['value1'] = 'bar'
+ >>> assert m1 in sess.dirty
+ True
+
+The ``MutableDict`` can be associated with all future instances
+of ``JSONEncodedDict`` in one step, using
+:meth:`~.Mutable.associate_with`. This is similar to
+:meth:`~.Mutable.as_mutable` except it will intercept all occurrences
+of ``MutableDict`` in all mappings unconditionally, without
+the need to declare it individually::
+
+ from sqlalchemy.orm import DeclarativeBase
+ from sqlalchemy.orm import Mapped
+ from sqlalchemy.orm import mapped_column
+
+ MutableDict.associate_with(JSONEncodedDict)
+
+ class Base(DeclarativeBase):
+ pass
+
+ class MyDataClass(Base):
+ __tablename__ = 'my_data'
+ id: Mapped[int] = mapped_column(primary_key=True)
+ data: Mapped[dict[str, str]] = mapped_column(JSONEncodedDict)
+
+
+Supporting Pickling
+--------------------
+
+The key to the :mod:`sqlalchemy.ext.mutable` extension relies upon the
+placement of a ``weakref.WeakKeyDictionary`` upon the value object, which
+stores a mapping of parent mapped objects keyed to the attribute name under
+which they are associated with this value. ``WeakKeyDictionary`` objects are
+not picklable, due to the fact that they contain weakrefs and function
+callbacks. In our case, this is a good thing, since if this dictionary were
+picklable, it could lead to an excessively large pickle size for our value
+objects that are pickled by themselves outside of the context of the parent.
+The developer responsibility here is only to provide a ``__getstate__`` method
+that excludes the :meth:`~MutableBase._parents` collection from the pickle
+stream::
+
+ class MyMutableType(Mutable):
+ def __getstate__(self):
+ d = self.__dict__.copy()
+ d.pop('_parents', None)
+ return d
+
+With our dictionary example, we need to return the contents of the dict itself
+(and also restore them on __setstate__)::
+
+ class MutableDict(Mutable, dict):
+ # ....
+
+ def __getstate__(self):
+ return dict(self)
+
+ def __setstate__(self, state):
+ self.update(state)
+
+In the case that our mutable value object is pickled as it is attached to one
+or more parent objects that are also part of the pickle, the :class:`.Mutable`
+mixin will re-establish the :attr:`.Mutable._parents` collection on each value
+object as the owning parents themselves are unpickled.
+
+Receiving Events
+----------------
+
+The :meth:`.AttributeEvents.modified` event handler may be used to receive
+an event when a mutable scalar emits a change event. This event handler
+is called when the :func:`.attributes.flag_modified` function is called
+from within the mutable extension::
+
+ from sqlalchemy.orm import DeclarativeBase
+ from sqlalchemy.orm import Mapped
+ from sqlalchemy.orm import mapped_column
+ from sqlalchemy import event
+
+ class Base(DeclarativeBase):
+ pass
+
+ class MyDataClass(Base):
+ __tablename__ = 'my_data'
+ id: Mapped[int] = mapped_column(primary_key=True)
+ data: Mapped[dict[str, str]] = mapped_column(MutableDict.as_mutable(JSONEncodedDict))
+
+ @event.listens_for(MyDataClass.data, "modified")
+ def modified_json(instance, initiator):
+ print("json value modified:", instance.data)
+
+.. _mutable_composites:
+
+Establishing Mutability on Composites
+=====================================
+
+Composites are a special ORM feature which allow a single scalar attribute to
+be assigned an object value which represents information "composed" from one
+or more columns from the underlying mapped table. The usual example is that of
+a geometric "point", and is introduced in :ref:`mapper_composite`.
+
+As is the case with :class:`.Mutable`, the user-defined composite class
+subclasses :class:`.MutableComposite` as a mixin, and detects and delivers
+change events to its parents via the :meth:`.MutableComposite.changed` method.
+In the case of a composite class, the detection is usually via the usage of the
+special Python method ``__setattr__()``. In the example below, we expand upon the ``Point``
+class introduced in :ref:`mapper_composite` to include
+:class:`.MutableComposite` in its bases and to route attribute set events via
+``__setattr__`` to the :meth:`.MutableComposite.changed` method::
+
+ import dataclasses
+ from sqlalchemy.ext.mutable import MutableComposite
+
+ @dataclasses.dataclass
+ class Point(MutableComposite):
+ x: int
+ y: int
+
+ def __setattr__(self, key, value):
+ "Intercept set events"
+
+ # set the attribute
+ object.__setattr__(self, key, value)
+
+ # alert all parents to the change
+ self.changed()
+
+
+The :class:`.MutableComposite` class makes use of class mapping events to
+automatically establish listeners for any usage of :func:`_orm.composite` that
+specifies our ``Point`` type. Below, when ``Point`` is mapped to the ``Vertex``
+class, listeners are established which will route change events from ``Point``
+objects to each of the ``Vertex.start`` and ``Vertex.end`` attributes::
+
+ from sqlalchemy.orm import DeclarativeBase, Mapped
+ from sqlalchemy.orm import composite, mapped_column
+
+ class Base(DeclarativeBase):
+ pass
+
+
+ class Vertex(Base):
+ __tablename__ = "vertices"
+
+ id: Mapped[int] = mapped_column(primary_key=True)
+
+ start: Mapped[Point] = composite(mapped_column("x1"), mapped_column("y1"))
+ end: Mapped[Point] = composite(mapped_column("x2"), mapped_column("y2"))
+
+ def __repr__(self):
+ return f"Vertex(start={self.start}, end={self.end})"
+
+Any in-place changes to the ``Vertex.start`` or ``Vertex.end`` members
+will flag the attribute as "dirty" on the parent object:
+
+.. sourcecode:: python+sql
+
+ >>> from sqlalchemy.orm import Session
+ >>> sess = Session(engine)
+ >>> v1 = Vertex(start=Point(3, 4), end=Point(12, 15))
+ >>> sess.add(v1)
+ {sql}>>> sess.flush()
+ BEGIN (implicit)
+ INSERT INTO vertices (x1, y1, x2, y2) VALUES (?, ?, ?, ?)
+ [...] (3, 4, 12, 15)
+
+ {stop}>>> v1.end.x = 8
+ >>> assert v1 in sess.dirty
+ True
+ {sql}>>> sess.commit()
+ UPDATE vertices SET x2=? WHERE vertices.id = ?
+ [...] (8, 1)
+ COMMIT
+
+Coercing Mutable Composites
+---------------------------
+
+The :meth:`.MutableBase.coerce` method is also supported on composite types.
+In the case of :class:`.MutableComposite`, the :meth:`.MutableBase.coerce`
+method is only called for attribute set operations, not load operations.
+Overriding the :meth:`.MutableBase.coerce` method is essentially equivalent
+to using a :func:`.validates` validation routine for all attributes which
+make use of the custom composite type::
+
+ @dataclasses.dataclass
+ class Point(MutableComposite):
+ # other Point methods
+ # ...
+
+ def coerce(cls, key, value):
+ if isinstance(value, tuple):
+ value = Point(*value)
+ elif not isinstance(value, Point):
+ raise ValueError("tuple or Point expected")
+ return value
+
+Supporting Pickling
+--------------------
+
+As is the case with :class:`.Mutable`, the :class:`.MutableComposite` helper
+class uses a ``weakref.WeakKeyDictionary`` available via the
+:meth:`MutableBase._parents` attribute which isn't picklable. If we need to
+pickle instances of ``Point`` or its owning class ``Vertex``, we at least need
+to define a ``__getstate__`` that doesn't include the ``_parents`` dictionary.
+Below we define both a ``__getstate__`` and a ``__setstate__`` that package up
+the minimal form of our ``Point`` class::
+
+ @dataclasses.dataclass
+ class Point(MutableComposite):
+ # ...
+
+ def __getstate__(self):
+ return self.x, self.y
+
+ def __setstate__(self, state):
+ self.x, self.y = state
+
+As with :class:`.Mutable`, the :class:`.MutableComposite` augments the
+pickling process of the parent's object-relational state so that the
+:meth:`MutableBase._parents` collection is restored to all ``Point`` objects.
+
+""" # noqa: E501
+
+from __future__ import annotations
+
+from collections import defaultdict
+from typing import AbstractSet
+from typing import Any
+from typing import Dict
+from typing import Iterable
+from typing import List
+from typing import Optional
+from typing import overload
+from typing import Set
+from typing import Tuple
+from typing import TYPE_CHECKING
+from typing import TypeVar
+from typing import Union
+import weakref
+from weakref import WeakKeyDictionary
+
+from .. import event
+from .. import inspect
+from .. import types
+from .. import util
+from ..orm import Mapper
+from ..orm._typing import _ExternalEntityType
+from ..orm._typing import _O
+from ..orm._typing import _T
+from ..orm.attributes import AttributeEventToken
+from ..orm.attributes import flag_modified
+from ..orm.attributes import InstrumentedAttribute
+from ..orm.attributes import QueryableAttribute
+from ..orm.context import QueryContext
+from ..orm.decl_api import DeclarativeAttributeIntercept
+from ..orm.state import InstanceState
+from ..orm.unitofwork import UOWTransaction
+from ..sql.base import SchemaEventTarget
+from ..sql.schema import Column
+from ..sql.type_api import TypeEngine
+from ..util import memoized_property
+from ..util.typing import SupportsIndex
+from ..util.typing import TypeGuard
+
+_KT = TypeVar("_KT") # Key type.
+_VT = TypeVar("_VT") # Value type.
+
+
+class MutableBase:
+ """Common base class to :class:`.Mutable`
+ and :class:`.MutableComposite`.
+
+ """
+
+ @memoized_property
+ def _parents(self) -> WeakKeyDictionary[Any, Any]:
+ """Dictionary of parent object's :class:`.InstanceState`->attribute
+ name on the parent.
+
+ This attribute is a so-called "memoized" property. It initializes
+ itself with a new ``weakref.WeakKeyDictionary`` the first time
+ it is accessed, returning the same object upon subsequent access.
+
+ .. versionchanged:: 1.4 the :class:`.InstanceState` is now used
+ as the key in the weak dictionary rather than the instance
+ itself.
+
+ """
+
+ return weakref.WeakKeyDictionary()
+
+ @classmethod
+ def coerce(cls, key: str, value: Any) -> Optional[Any]:
+ """Given a value, coerce it into the target type.
+
+ Can be overridden by custom subclasses to coerce incoming
+ data into a particular type.
+
+ By default, raises ``ValueError``.
+
+ This method is called in different scenarios depending on if
+ the parent class is of type :class:`.Mutable` or of type
+ :class:`.MutableComposite`. In the case of the former, it is called
+ for both attribute-set operations as well as during ORM loading
+ operations. For the latter, it is only called during attribute-set
+ operations; the mechanics of the :func:`.composite` construct
+ handle coercion during load operations.
+
+
+ :param key: string name of the ORM-mapped attribute being set.
+ :param value: the incoming value.
+ :return: the method should return the coerced value, or raise
+ ``ValueError`` if the coercion cannot be completed.
+
+ """
+ if value is None:
+ return None
+ msg = "Attribute '%s' does not accept objects of type %s"
+ raise ValueError(msg % (key, type(value)))
+
+ @classmethod
+ def _get_listen_keys(cls, attribute: QueryableAttribute[Any]) -> Set[str]:
+ """Given a descriptor attribute, return a ``set()`` of the attribute
+ keys which indicate a change in the state of this attribute.
+
+ This is normally just ``set([attribute.key])``, but can be overridden
+ to provide for additional keys. E.g. a :class:`.MutableComposite`
+ augments this set with the attribute keys associated with the columns
+ that comprise the composite value.
+
+ This collection is consulted in the case of intercepting the
+ :meth:`.InstanceEvents.refresh` and
+ :meth:`.InstanceEvents.refresh_flush` events, which pass along a list
+ of attribute names that have been refreshed; the list is compared
+ against this set to determine if action needs to be taken.
+
+ """
+ return {attribute.key}
+
+ @classmethod
+ def _listen_on_attribute(
+ cls,
+ attribute: QueryableAttribute[Any],
+ coerce: bool,
+ parent_cls: _ExternalEntityType[Any],
+ ) -> None:
+ """Establish this type as a mutation listener for the given
+ mapped descriptor.
+
+ """
+ key = attribute.key
+ if parent_cls is not attribute.class_:
+ return
+
+ # rely on "propagate" here
+ parent_cls = attribute.class_
+
+ listen_keys = cls._get_listen_keys(attribute)
+
+ def load(state: InstanceState[_O], *args: Any) -> None:
+ """Listen for objects loaded or refreshed.
+
+ Wrap the target data member's value with
+ ``Mutable``.
+
+ """
+ val = state.dict.get(key, None)
+ if val is not None:
+ if coerce:
+ val = cls.coerce(key, val)
+ state.dict[key] = val
+ val._parents[state] = key
+
+ def load_attrs(
+ state: InstanceState[_O],
+ ctx: Union[object, QueryContext, UOWTransaction],
+ attrs: Iterable[Any],
+ ) -> None:
+ if not attrs or listen_keys.intersection(attrs):
+ load(state)
+
+ def set_(
+ target: InstanceState[_O],
+ value: MutableBase | None,
+ oldvalue: MutableBase | None,
+ initiator: AttributeEventToken,
+ ) -> MutableBase | None:
+ """Listen for set/replace events on the target
+ data member.
+
+ Establish a weak reference to the parent object
+ on the incoming value, remove it for the one
+ outgoing.
+
+ """
+ if value is oldvalue:
+ return value
+
+ if not isinstance(value, cls):
+ value = cls.coerce(key, value)
+ if value is not None:
+ value._parents[target] = key
+ if isinstance(oldvalue, cls):
+ oldvalue._parents.pop(inspect(target), None)
+ return value
+
+ def pickle(
+ state: InstanceState[_O], state_dict: Dict[str, Any]
+ ) -> None:
+ val = state.dict.get(key, None)
+ if val is not None:
+ if "ext.mutable.values" not in state_dict:
+ state_dict["ext.mutable.values"] = defaultdict(list)
+ state_dict["ext.mutable.values"][key].append(val)
+
+ def unpickle(
+ state: InstanceState[_O], state_dict: Dict[str, Any]
+ ) -> None:
+ if "ext.mutable.values" in state_dict:
+ collection = state_dict["ext.mutable.values"]
+ if isinstance(collection, list):
+ # legacy format
+ for val in collection:
+ val._parents[state] = key
+ else:
+ for val in state_dict["ext.mutable.values"][key]:
+ val._parents[state] = key
+
+ event.listen(
+ parent_cls,
+ "_sa_event_merge_wo_load",
+ load,
+ raw=True,
+ propagate=True,
+ )
+
+ event.listen(parent_cls, "load", load, raw=True, propagate=True)
+ event.listen(
+ parent_cls, "refresh", load_attrs, raw=True, propagate=True
+ )
+ event.listen(
+ parent_cls, "refresh_flush", load_attrs, raw=True, propagate=True
+ )
+ event.listen(
+ attribute, "set", set_, raw=True, retval=True, propagate=True
+ )
+ event.listen(parent_cls, "pickle", pickle, raw=True, propagate=True)
+ event.listen(
+ parent_cls, "unpickle", unpickle, raw=True, propagate=True
+ )
+
+
+class Mutable(MutableBase):
+ """Mixin that defines transparent propagation of change
+ events to a parent object.
+
+ See the example in :ref:`mutable_scalars` for usage information.
+
+ """
+
+ def changed(self) -> None:
+ """Subclasses should call this method whenever change events occur."""
+
+ for parent, key in self._parents.items():
+ flag_modified(parent.obj(), key)
+
+ @classmethod
+ def associate_with_attribute(
+ cls, attribute: InstrumentedAttribute[_O]
+ ) -> None:
+ """Establish this type as a mutation listener for the given
+ mapped descriptor.
+
+ """
+ cls._listen_on_attribute(attribute, True, attribute.class_)
+
+ @classmethod
+ def associate_with(cls, sqltype: type) -> None:
+ """Associate this wrapper with all future mapped columns
+ of the given type.
+
+ This is a convenience method that calls
+ ``associate_with_attribute`` automatically.
+
+ .. warning::
+
+ The listeners established by this method are *global*
+ to all mappers, and are *not* garbage collected. Only use
+ :meth:`.associate_with` for types that are permanent to an
+ application, not with ad-hoc types else this will cause unbounded
+ growth in memory usage.
+
+ """
+
+ def listen_for_type(mapper: Mapper[_O], class_: type) -> None:
+ if mapper.non_primary:
+ return
+ for prop in mapper.column_attrs:
+ if isinstance(prop.columns[0].type, sqltype):
+ cls.associate_with_attribute(getattr(class_, prop.key))
+
+ event.listen(Mapper, "mapper_configured", listen_for_type)
+
+ @classmethod
+ def as_mutable(cls, sqltype: TypeEngine[_T]) -> TypeEngine[_T]:
+ """Associate a SQL type with this mutable Python type.
+
+ This establishes listeners that will detect ORM mappings against
+ the given type, adding mutation event trackers to those mappings.
+
+ The type is returned, unconditionally as an instance, so that
+ :meth:`.as_mutable` can be used inline::
+
+ Table('mytable', metadata,
+ Column('id', Integer, primary_key=True),
+ Column('data', MyMutableType.as_mutable(PickleType))
+ )
+
+ Note that the returned type is always an instance, even if a class
+ is given, and that only columns which are declared specifically with
+ that type instance receive additional instrumentation.
+
+ To associate a particular mutable type with all occurrences of a
+ particular type, use the :meth:`.Mutable.associate_with` classmethod
+ of the particular :class:`.Mutable` subclass to establish a global
+ association.
+
+ .. warning::
+
+ The listeners established by this method are *global*
+ to all mappers, and are *not* garbage collected. Only use
+ :meth:`.as_mutable` for types that are permanent to an application,
+ not with ad-hoc types else this will cause unbounded growth
+ in memory usage.
+
+ """
+ sqltype = types.to_instance(sqltype)
+
+ # a SchemaType will be copied when the Column is copied,
+ # and we'll lose our ability to link that type back to the original.
+ # so track our original type w/ columns
+ if isinstance(sqltype, SchemaEventTarget):
+
+ @event.listens_for(sqltype, "before_parent_attach")
+ def _add_column_memo(
+ sqltyp: TypeEngine[Any],
+ parent: Column[_T],
+ ) -> None:
+ parent.info["_ext_mutable_orig_type"] = sqltyp
+
+ schema_event_check = True
+ else:
+ schema_event_check = False
+
+ def listen_for_type(
+ mapper: Mapper[_T],
+ class_: Union[DeclarativeAttributeIntercept, type],
+ ) -> None:
+ if mapper.non_primary:
+ return
+ _APPLIED_KEY = "_ext_mutable_listener_applied"
+
+ for prop in mapper.column_attrs:
+ if (
+ # all Mutable types refer to a Column that's mapped,
+ # since this is the only kind of Core target the ORM can
+ # "mutate"
+ isinstance(prop.expression, Column)
+ and (
+ (
+ schema_event_check
+ and prop.expression.info.get(
+ "_ext_mutable_orig_type"
+ )
+ is sqltype
+ )
+ or prop.expression.type is sqltype
+ )
+ ):
+ if not prop.expression.info.get(_APPLIED_KEY, False):
+ prop.expression.info[_APPLIED_KEY] = True
+ cls.associate_with_attribute(getattr(class_, prop.key))
+
+ event.listen(Mapper, "mapper_configured", listen_for_type)
+
+ return sqltype
+
+
+class MutableComposite(MutableBase):
+ """Mixin that defines transparent propagation of change
+ events on a SQLAlchemy "composite" object to its
+ owning parent or parents.
+
+ See the example in :ref:`mutable_composites` for usage information.
+
+ """
+
+ @classmethod
+ def _get_listen_keys(cls, attribute: QueryableAttribute[_O]) -> Set[str]:
+ return {attribute.key}.union(attribute.property._attribute_keys)
+
+ def changed(self) -> None:
+ """Subclasses should call this method whenever change events occur."""
+
+ for parent, key in self._parents.items():
+ prop = parent.mapper.get_property(key)
+ for value, attr_name in zip(
+ prop._composite_values_from_instance(self),
+ prop._attribute_keys,
+ ):
+ setattr(parent.obj(), attr_name, value)
+
+
+def _setup_composite_listener() -> None:
+ def _listen_for_type(mapper: Mapper[_T], class_: type) -> None:
+ for prop in mapper.iterate_properties:
+ if (
+ hasattr(prop, "composite_class")
+ and isinstance(prop.composite_class, type)
+ and issubclass(prop.composite_class, MutableComposite)
+ ):
+ prop.composite_class._listen_on_attribute(
+ getattr(class_, prop.key), False, class_
+ )
+
+ if not event.contains(Mapper, "mapper_configured", _listen_for_type):
+ event.listen(Mapper, "mapper_configured", _listen_for_type)
+
+
+_setup_composite_listener()
+
+
+class MutableDict(Mutable, Dict[_KT, _VT]):
+ """A dictionary type that implements :class:`.Mutable`.
+
+ The :class:`.MutableDict` object implements a dictionary that will
+ emit change events to the underlying mapping when the contents of
+ the dictionary are altered, including when values are added or removed.
+
+ Note that :class:`.MutableDict` does **not** apply mutable tracking to the
+ *values themselves* inside the dictionary. Therefore it is not a sufficient
+ solution for the use case of tracking deep changes to a *recursive*
+ dictionary structure, such as a JSON structure. To support this use case,
+ build a subclass of :class:`.MutableDict` that provides appropriate
+ coercion to the values placed in the dictionary so that they too are
+ "mutable", and emit events up to their parent structure.
+
+ .. seealso::
+
+ :class:`.MutableList`
+
+ :class:`.MutableSet`
+
+ """
+
+ def __setitem__(self, key: _KT, value: _VT) -> None:
+ """Detect dictionary set events and emit change events."""
+ super().__setitem__(key, value)
+ self.changed()
+
+ if TYPE_CHECKING:
+ # from https://github.com/python/mypy/issues/14858
+
+ @overload
+ def setdefault(
+ self: MutableDict[_KT, Optional[_T]], key: _KT, value: None = None
+ ) -> Optional[_T]: ...
+
+ @overload
+ def setdefault(self, key: _KT, value: _VT) -> _VT: ...
+
+ def setdefault(self, key: _KT, value: object = None) -> object: ...
+
+ else:
+
+ def setdefault(self, *arg): # noqa: F811
+ result = super().setdefault(*arg)
+ self.changed()
+ return result
+
+ def __delitem__(self, key: _KT) -> None:
+ """Detect dictionary del events and emit change events."""
+ super().__delitem__(key)
+ self.changed()
+
+ def update(self, *a: Any, **kw: _VT) -> None:
+ super().update(*a, **kw)
+ self.changed()
+
+ if TYPE_CHECKING:
+
+ @overload
+ def pop(self, __key: _KT) -> _VT: ...
+
+ @overload
+ def pop(self, __key: _KT, __default: _VT | _T) -> _VT | _T: ...
+
+ def pop(
+ self, __key: _KT, __default: _VT | _T | None = None
+ ) -> _VT | _T: ...
+
+ else:
+
+ def pop(self, *arg): # noqa: F811
+ result = super().pop(*arg)
+ self.changed()
+ return result
+
+ def popitem(self) -> Tuple[_KT, _VT]:
+ result = super().popitem()
+ self.changed()
+ return result
+
+ def clear(self) -> None:
+ super().clear()
+ self.changed()
+
+ @classmethod
+ def coerce(cls, key: str, value: Any) -> MutableDict[_KT, _VT] | None:
+ """Convert plain dictionary to instance of this class."""
+ if not isinstance(value, cls):
+ if isinstance(value, dict):
+ return cls(value)
+ return Mutable.coerce(key, value)
+ else:
+ return value
+
+ def __getstate__(self) -> Dict[_KT, _VT]:
+ return dict(self)
+
+ def __setstate__(
+ self, state: Union[Dict[str, int], Dict[str, str]]
+ ) -> None:
+ self.update(state)
+
+
+class MutableList(Mutable, List[_T]):
+ """A list type that implements :class:`.Mutable`.
+
+ The :class:`.MutableList` object implements a list that will
+ emit change events to the underlying mapping when the contents of
+ the list are altered, including when values are added or removed.
+
+ Note that :class:`.MutableList` does **not** apply mutable tracking to the
+ *values themselves* inside the list. Therefore it is not a sufficient
+ solution for the use case of tracking deep changes to a *recursive*
+ mutable structure, such as a JSON structure. To support this use case,
+ build a subclass of :class:`.MutableList` that provides appropriate
+ coercion to the values placed in the dictionary so that they too are
+ "mutable", and emit events up to their parent structure.
+
+ .. seealso::
+
+ :class:`.MutableDict`
+
+ :class:`.MutableSet`
+
+ """
+
+ def __reduce_ex__(
+ self, proto: SupportsIndex
+ ) -> Tuple[type, Tuple[List[int]]]:
+ return (self.__class__, (list(self),))
+
+ # needed for backwards compatibility with
+ # older pickles
+ def __setstate__(self, state: Iterable[_T]) -> None:
+ self[:] = state
+
+ def is_scalar(self, value: _T | Iterable[_T]) -> TypeGuard[_T]:
+ return not util.is_non_string_iterable(value)
+
+ def is_iterable(self, value: _T | Iterable[_T]) -> TypeGuard[Iterable[_T]]:
+ return util.is_non_string_iterable(value)
+
+ def __setitem__(
+ self, index: SupportsIndex | slice, value: _T | Iterable[_T]
+ ) -> None:
+ """Detect list set events and emit change events."""
+ if isinstance(index, SupportsIndex) and self.is_scalar(value):
+ super().__setitem__(index, value)
+ elif isinstance(index, slice) and self.is_iterable(value):
+ super().__setitem__(index, value)
+ self.changed()
+
+ def __delitem__(self, index: SupportsIndex | slice) -> None:
+ """Detect list del events and emit change events."""
+ super().__delitem__(index)
+ self.changed()
+
+ def pop(self, *arg: SupportsIndex) -> _T:
+ result = super().pop(*arg)
+ self.changed()
+ return result
+
+ def append(self, x: _T) -> None:
+ super().append(x)
+ self.changed()
+
+ def extend(self, x: Iterable[_T]) -> None:
+ super().extend(x)
+ self.changed()
+
+ def __iadd__(self, x: Iterable[_T]) -> MutableList[_T]: # type: ignore[override,misc] # noqa: E501
+ self.extend(x)
+ return self
+
+ def insert(self, i: SupportsIndex, x: _T) -> None:
+ super().insert(i, x)
+ self.changed()
+
+ def remove(self, i: _T) -> None:
+ super().remove(i)
+ self.changed()
+
+ def clear(self) -> None:
+ super().clear()
+ self.changed()
+
+ def sort(self, **kw: Any) -> None:
+ super().sort(**kw)
+ self.changed()
+
+ def reverse(self) -> None:
+ super().reverse()
+ self.changed()
+
+ @classmethod
+ def coerce(
+ cls, key: str, value: MutableList[_T] | _T
+ ) -> Optional[MutableList[_T]]:
+ """Convert plain list to instance of this class."""
+ if not isinstance(value, cls):
+ if isinstance(value, list):
+ return cls(value)
+ return Mutable.coerce(key, value)
+ else:
+ return value
+
+
+class MutableSet(Mutable, Set[_T]):
+ """A set type that implements :class:`.Mutable`.
+
+ The :class:`.MutableSet` object implements a set that will
+ emit change events to the underlying mapping when the contents of
+ the set are altered, including when values are added or removed.
+
+ Note that :class:`.MutableSet` does **not** apply mutable tracking to the
+ *values themselves* inside the set. Therefore it is not a sufficient
+ solution for the use case of tracking deep changes to a *recursive*
+ mutable structure. To support this use case,
+ build a subclass of :class:`.MutableSet` that provides appropriate
+ coercion to the values placed in the dictionary so that they too are
+ "mutable", and emit events up to their parent structure.
+
+ .. seealso::
+
+ :class:`.MutableDict`
+
+ :class:`.MutableList`
+
+
+ """
+
+ def update(self, *arg: Iterable[_T]) -> None:
+ super().update(*arg)
+ self.changed()
+
+ def intersection_update(self, *arg: Iterable[Any]) -> None:
+ super().intersection_update(*arg)
+ self.changed()
+
+ def difference_update(self, *arg: Iterable[Any]) -> None:
+ super().difference_update(*arg)
+ self.changed()
+
+ def symmetric_difference_update(self, *arg: Iterable[_T]) -> None:
+ super().symmetric_difference_update(*arg)
+ self.changed()
+
+ def __ior__(self, other: AbstractSet[_T]) -> MutableSet[_T]: # type: ignore[override,misc] # noqa: E501
+ self.update(other)
+ return self
+
+ def __iand__(self, other: AbstractSet[object]) -> MutableSet[_T]:
+ self.intersection_update(other)
+ return self
+
+ def __ixor__(self, other: AbstractSet[_T]) -> MutableSet[_T]: # type: ignore[override,misc] # noqa: E501
+ self.symmetric_difference_update(other)
+ return self
+
+ def __isub__(self, other: AbstractSet[object]) -> MutableSet[_T]: # type: ignore[misc] # noqa: E501
+ self.difference_update(other)
+ return self
+
+ def add(self, elem: _T) -> None:
+ super().add(elem)
+ self.changed()
+
+ def remove(self, elem: _T) -> None:
+ super().remove(elem)
+ self.changed()
+
+ def discard(self, elem: _T) -> None:
+ super().discard(elem)
+ self.changed()
+
+ def pop(self, *arg: Any) -> _T:
+ result = super().pop(*arg)
+ self.changed()
+ return result
+
+ def clear(self) -> None:
+ super().clear()
+ self.changed()
+
+ @classmethod
+ def coerce(cls, index: str, value: Any) -> Optional[MutableSet[_T]]:
+ """Convert plain set to instance of this class."""
+ if not isinstance(value, cls):
+ if isinstance(value, set):
+ return cls(value)
+ return Mutable.coerce(index, value)
+ else:
+ return value
+
+ def __getstate__(self) -> Set[_T]:
+ return set(self)
+
+ def __setstate__(self, state: Iterable[_T]) -> None:
+ self.update(state)
+
+ def __reduce_ex__(
+ self, proto: SupportsIndex
+ ) -> Tuple[type, Tuple[List[int]]]:
+ return (self.__class__, (list(self),))