lazily match content types - use subqueries if not cached

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Brian Kohan 2026-01-11 22:48:39 -08:00
parent 7add8ae7a4
commit 3c8de502af
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8 changed files with 249 additions and 151 deletions

View File

@ -12,7 +12,7 @@ from django.utils.functional import classproperty
from .base import PolymorphicModelBase
from .managers import PolymorphicManager
from .query_translate import translate_polymorphic_Q_object
from .utils import get_base_polymorphic_model
from .utils import get_base_polymorphic_model, lazy_ctype
###################################################################################
# PolymorphicModel
@ -238,11 +238,9 @@ class PolymorphicModel(models.Model, metaclass=PolymorphicModelBase):
# content types for all parent inheritance paths.
ret = super().delete(using=using, keep_parents=keep_parents)
for parent_model, pk in parent_updates:
parent_model.objects.non_polymorphic().filter(pk=pk).update(
polymorphic_ctype=ContentType.objects.db_manager(
using=using
).get_for_model(parent_model, for_concrete_model=False)
)
parent_model.objects.db_manager(using=using).non_polymorphic().filter(
pk=pk
).update(polymorphic_ctype=lazy_ctype(parent_model, using=using))
return ret
return super().delete(using=using, keep_parents=keep_parents)

View File

@ -4,15 +4,19 @@ PolymorphicQuerySet support functions
import copy
from collections import deque
from functools import reduce
from operator import or_
from django.apps import apps
from django.contrib.contenttypes.models import ContentType
from django.core.exceptions import FieldDoesNotExist, FieldError
from django.db import models
from django.db.models import Q
from django.db.models import Q, Subquery
from django.db.models.fields.related import ForeignObjectRel, RelatedField
from django.db.utils import DEFAULT_DB_ALIAS
from .utils import _lazy_ctype
# These functions implement the additional filter- and Q-object functionality.
# They form a kind of small framework for easily adding more
# functionality to filters and Q objects.
@ -279,19 +283,31 @@ def create_instanceof_q(modellist, not_instance_of=False, using=DEFAULT_DB_ALIAS
"models or a single (polymorphic) model"
)
contenttype_ids = _get_mro_content_type_ids(modellist, using)
q = Q(polymorphic_ctype__in=sorted(contenttype_ids))
lazy_cts, ct_ids = _get_mro_content_type_ids(modellist, using)
q = Q()
if lazy_cts:
q |= Q(
polymorphic_ctype__in=Subquery(
# no need to pass using here
ContentType.objects.filter(reduce(or_, lazy_cts)).values("pk")
)
)
if ct_ids:
q |= Q(polymorphic_ctype__in=ct_ids)
if not_instance_of:
q = ~q
return q
def _get_mro_content_type_ids(models, using):
contenttype_ids = set()
lazy = []
ids = []
for model in models:
ct = ContentType.objects.db_manager(using).get_for_model(model, for_concrete_model=False)
contenttype_ids.add(ct.pk)
cid = _lazy_ctype(model, using=using)
ids.append(cid.pk) if isinstance(cid, ContentType) else lazy.append(cid)
subclasses = model.__subclasses__()
if subclasses:
contenttype_ids.update(_get_mro_content_type_ids(subclasses, using))
return contenttype_ids
lazy_sub, ids_sub = _get_mro_content_type_ids(subclasses, using)
lazy.extend(lazy_sub)
ids.extend(ids_sub)
return lazy, ids

View File

@ -1,4 +1,4 @@
# Generated by Django 4.2 on 2026-01-09 13:25
# Generated by Django 4.2 on 2026-01-12 00:48
from decimal import Decimal
from django.conf import settings

View File

@ -1,4 +1,4 @@
# Generated by Django 4.2 on 2026-01-09 13:25
# Generated by Django 4.2 on 2026-01-12 00:48
from django.db import migrations, models
import django.db.models.deletion

View File

@ -1,4 +1,4 @@
# Generated by Django 4.2 on 2026-01-09 13:25
# Generated by Django 4.2 on 2026-01-12 00:48
from django.conf import settings
from django.db import migrations, models

View File

@ -7,7 +7,17 @@ from packaging.version import Version
from django.contrib.auth import get_user_model
from django.contrib.contenttypes.models import ContentType
from django.db import models, connection
from django.db.models import Case, Count, FilteredRelation, Q, Sum, When, Exists, OuterRef
from django.db.models import (
Case,
Count,
FilteredRelation,
Q,
Sum,
When,
Exists,
OuterRef,
Subquery,
)
from django.db.utils import IntegrityError, NotSupportedError
from django.test import TransactionTestCase
from django.test.utils import CaptureQueriesContext
@ -457,20 +467,51 @@ class PolymorphicTests(TransactionTestCase):
def test_create_instanceof_q(self):
# Test with a list of models
cached = [
Model2B,
Model2C,
Model2D,
]
uncached = [
Model2BFiltered,
Model2CFiltered,
Model2CNamedManagers,
Model2CNamedDefault,
]
ContentType.objects._cache.clear()
expected_cached = [ContentType.objects.get_for_model(m).pk for m in cached]
q = query_translate.create_instanceof_q([Model2B])
expected = sorted(
ContentType.objects.get_for_model(m).pk
for m in [
Model2B,
Model2C,
Model2D,
Model2BFiltered,
Model2CFiltered,
Model2CNamedManagers,
Model2CNamedDefault,
]
)
assert dict(q.children) == dict(polymorphic_ctype__in=expected)
assert q.children[0][0] == "polymorphic_ctype__in"
assert isinstance(q.children[0][1], Subquery)
for model in uncached:
assert model._meta.app_label in str(q.children[0][1].query)
assert model._meta.model_name in str(q.children[0][1].query)
assert q.children[1][0] == "polymorphic_ctype__in"
assert set(q.children[1][1]) == set(expected_cached)
def test_instance_of_single_lazy_query(self):
a = Model2A.objects.create(field1="A1")
b = Model2B.objects.create(field1="B1", field2="B2")
c1 = Model2C.objects.create(field1="C1", field2="C2")
c2 = Model2C.objects.create(field1="C1", field2="C2")
ContentType.objects._cache.clear()
with CaptureQueriesContext(connection) as captured_queries:
assert Model2A.objects.filter(instance_of=Model2C).count() == 2
assert len(captured_queries) == 1
assert set(Model2A.objects.filter(instance_of=Model2C)) == {c1, c2}
# warm up the cache
ContentType.objects.get_for_models(Model2A, Model2B, Model2C)
with CaptureQueriesContext(connection) as captured_queries:
assert Model2A.objects.filter(instance_of=Model2C).count() == 2
assert set(Model2A.objects.filter(instance_of=Model2C)) == {c1, c2}
def test_base_manager(self):
from .models import CustomBaseManager

View File

@ -1,8 +1,10 @@
from dataclasses import dataclass
from functools import lru_cache
from django.apps import apps
from django.contrib.contenttypes.models import ContentType
from django.db import DEFAULT_DB_ALIAS, models
from django.db.models import Q, Subquery
@dataclass(frozen=True)
@ -215,3 +217,30 @@ def prepare_for_copy(obj):
reset_parent_pointers(obj)
obj._state.adding = True # Mark as new object
def _lazy_ctype(model, using=DEFAULT_DB_ALIAS):
"""
Return the content type id for the given model class if it is in the cache,
otherwise return a subquery that can be used to match the content type as part
of a larger query. Safe to call before apps are fully loaded.
:param model: The model class to get the content type for.
:return: The content type for the model class.
:rtype: int or Subquery
"""
mgr = ContentType.objects.db_manager(using=using)
if apps.models_ready and (
cid := mgr._cache.get(using, {}).get((model._meta.app_label, model._meta.model_name))
):
return cid
return Q(app_label=model._meta.app_label) & Q(model=model._meta.model_name)
def lazy_ctype(model, using=DEFAULT_DB_ALIAS):
ctype = _lazy_ctype(model, using=using)
return (
ctype
if isinstance(ctype, ContentType)
else Subquery(ContentType.objects.db_manager(using=using).filter(ctype).values("pk")[:1])
)

254
uv.lock
View File

@ -1,5 +1,5 @@
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