import datetime from decimal import Decimal from django.core.exceptions import FieldDoesNotExist, FieldError from django.db.models import ( BooleanField, Case, CharField, Count, DateTimeField, DecimalField, Exists, ExpressionWrapper, F, FloatField, Func, IntegerField, Max, OuterRef, Q, Subquery, Sum, Value, When, ) from django.db.models.expressions import RawSQL from django.db.models.functions import Coalesce, ExtractYear, Floor, Length, Lower, Trim from django.test import TestCase, skipUnlessDBFeature from django.test.utils import register_lookup from .models import ( Author, Book, Company, DepartmentStore, Employee, Publisher, Store, Ticket, ) class NonAggregateAnnotationTestCase(TestCase): @classmethod def setUpTestData(cls): cls.a1 = Author.objects.create(name="Adrian Holovaty", age=34) cls.a2 = Author.objects.create(name="Jacob Kaplan-Moss", age=35) cls.a3 = Author.objects.create(name="Brad Dayley", age=45) cls.a4 = Author.objects.create(name="James Bennett", age=29) cls.a5 = Author.objects.create(name="Jeffrey Forcier", age=37) cls.a6 = Author.objects.create(name="Paul Bissex", age=29) cls.a7 = Author.objects.create(name="Wesley J. Chun", age=25) cls.a8 = Author.objects.create(name="Peter Norvig", age=57) cls.a9 = Author.objects.create(name="Stuart Russell", age=46) cls.a1.friends.add(cls.a2, cls.a4) cls.a2.friends.add(cls.a1, cls.a7) cls.a4.friends.add(cls.a1) cls.a5.friends.add(cls.a6, cls.a7) cls.a6.friends.add(cls.a5, cls.a7) cls.a7.friends.add(cls.a2, cls.a5, cls.a6) cls.a8.friends.add(cls.a9) cls.a9.friends.add(cls.a8) cls.p1 = Publisher.objects.create(name="Apress", num_awards=3) cls.p2 = Publisher.objects.create(name="Sams", num_awards=1) cls.p3 = Publisher.objects.create(name="Prentice Hall", num_awards=7) cls.p4 = Publisher.objects.create(name="Morgan Kaufmann", num_awards=9) cls.p5 = Publisher.objects.create(name="Jonno's House of Books", num_awards=0) cls.b1 = Book.objects.create( isbn="159059725", name="The Definitive Guide to Django: Web Development Done Right", pages=447, rating=4.5, price=Decimal("30.00"), contact=cls.a1, publisher=cls.p1, pubdate=datetime.date(2007, 12, 6), ) cls.b2 = Book.objects.create( isbn="067232959", name="Sams Teach Yourself Django in 24 Hours", pages=528, rating=3.0, price=Decimal("23.09"), contact=cls.a3, publisher=cls.p2, pubdate=datetime.date(2008, 3, 3), ) cls.b3 = Book.objects.create( isbn="159059996", name="Practical Django Projects", pages=300, rating=4.0, price=Decimal("29.69"), contact=cls.a4, publisher=cls.p1, pubdate=datetime.date(2008, 6, 23), ) cls.b4 = Book.objects.create( isbn="013235613", name="Python Web Development with Django", pages=350, rating=4.0, price=Decimal("29.69"), contact=cls.a5, publisher=cls.p3, pubdate=datetime.date(2008, 11, 3), ) cls.b5 = Book.objects.create( isbn="013790395", name="Artificial Intelligence: A Modern Approach", pages=1132, rating=4.0, price=Decimal("82.80"), contact=cls.a8, publisher=cls.p3, pubdate=datetime.date(1995, 1, 15), ) cls.b6 = Book.objects.create( isbn="155860191", name=( "Paradigms of Artificial Intelligence Programming: Case Studies in " "Common Lisp" ), pages=946, rating=5.0, price=Decimal("75.00"), contact=cls.a8, publisher=cls.p4, pubdate=datetime.date(1991, 10, 15), ) cls.b1.authors.add(cls.a1, cls.a2) cls.b2.authors.add(cls.a3) cls.b3.authors.add(cls.a4) cls.b4.authors.add(cls.a5, cls.a6, cls.a7) cls.b5.authors.add(cls.a8, cls.a9) cls.b6.authors.add(cls.a8) cls.s1 = Store.objects.create( name="Amazon.com", original_opening=datetime.datetime(1994, 4, 23, 9, 17, 42), friday_night_closing=datetime.time(23, 59, 59), ) cls.s2 = Store.objects.create( name="Books.com", original_opening=datetime.datetime(2001, 3, 15, 11, 23, 37), friday_night_closing=datetime.time(23, 59, 59), ) cls.s3 = Store.objects.create( name="Mamma and Pappa's Books", original_opening=datetime.datetime(1945, 4, 25, 16, 24, 14), friday_night_closing=datetime.time(21, 30), ) cls.s1.books.add(cls.b1, cls.b2, cls.b3, cls.b4, cls.b5, cls.b6) cls.s2.books.add(cls.b1, cls.b3, cls.b5, cls.b6) cls.s3.books.add(cls.b3, cls.b4, cls.b6) def test_basic_annotation(self): books = Book.objects.annotate(is_book=Value(1)) for book in books: self.assertEqual(book.is_book, 1) def test_basic_f_annotation(self): books = Book.objects.annotate(another_rating=F("rating")) for book in books: self.assertEqual(book.another_rating, book.rating) def test_joined_annotation(self): books = Book.objects.select_related("publisher").annotate( num_awards=F("publisher__num_awards") ) for book in books: self.assertEqual(book.num_awards, book.publisher.num_awards) def test_joined_transformed_annotation(self): Employee.objects.bulk_create( [ Employee( first_name="John", last_name="Doe", age=18, store=self.s1, salary=15000, ), Employee( first_name="Jane", last_name="Jones", age=30, store=self.s2, salary=30000, ), Employee( first_name="Jo", last_name="Smith", age=55, store=self.s3, salary=50000, ), ] ) employees = Employee.objects.annotate( store_opened_year=F("store__original_opening__year"), ) for employee in employees: self.assertEqual( employee.store_opened_year, employee.store.original_opening.year, ) def test_custom_transform_annotation(self): with register_lookup(DecimalField, Floor): books = Book.objects.annotate(floor_price=F("price__floor")) self.assertSequenceEqual( books.values_list("pk", "floor_price"), [ (self.b1.pk, 30), (self.b2.pk, 23), (self.b3.pk, 29), (self.b4.pk, 29), (self.b5.pk, 82), (self.b6.pk, 75), ], ) def test_chaining_transforms(self): Company.objects.create(name=" Django Software Foundation ") Company.objects.create(name="Yahoo") with register_lookup(CharField, Trim), register_lookup(CharField, Length): for expr in [Length("name__trim"), F("name__trim__length")]: with self.subTest(expr=expr): self.assertCountEqual( Company.objects.annotate(length=expr).values("name", "length"), [ {"name": " Django Software Foundation ", "length": 26}, {"name": "Yahoo", "length": 5}, ], ) def test_mixed_type_annotation_date_interval(self): active = datetime.datetime(2015, 3, 20, 14, 0, 0) duration = datetime.timedelta(hours=1) expires = datetime.datetime(2015, 3, 20, 14, 0, 0) + duration Ticket.objects.create(active_at=active, duration=duration) t = Ticket.objects.annotate( expires=ExpressionWrapper( F("active_at") + F("duration"), output_field=DateTimeField() ) ).first() self.assertEqual(t.expires, expires) def test_mixed_type_annotation_numbers(self): test = self.b1 b = Book.objects.annotate( combined=ExpressionWrapper( F("pages") + F("rating"), output_field=IntegerField() ) ).get(isbn=test.isbn) combined = int(test.pages + test.rating) self.assertEqual(b.combined, combined) def test_empty_expression_annotation(self): books = Book.objects.annotate( selected=ExpressionWrapper(Q(pk__in=[]), output_field=BooleanField()) ) self.assertEqual(len(books), Book.objects.count()) self.assertTrue(all(not book.selected for book in books)) books = Book.objects.annotate( selected=ExpressionWrapper( Q(pk__in=Book.objects.none()), output_field=BooleanField() ) ) self.assertEqual(len(books), Book.objects.count()) self.assertTrue(all(not book.selected for book in books)) def test_full_expression_annotation(self): books = Book.objects.annotate( selected=ExpressionWrapper(~Q(pk__in=[]), output_field=BooleanField()), ) self.assertEqual(len(books), Book.objects.count()) self.assertTrue(all(book.selected for book in books)) def test_full_expression_annotation_with_aggregation(self): qs = Book.objects.filter(isbn="159059725").annotate( selected=ExpressionWrapper(~Q(pk__in=[]), output_field=BooleanField()), rating_count=Count("rating"), ) self.assertEqual([book.rating_count for book in qs], [1]) def test_aggregate_over_full_expression_annotation(self): qs = Book.objects.annotate( selected=ExpressionWrapper(~Q(pk__in=[]), output_field=BooleanField()), ).aggregate(Sum("selected")) self.assertEqual(qs["selected__sum"], Book.objects.count()) def test_empty_queryset_annotation(self): qs = Author.objects.annotate(empty=Subquery(Author.objects.values("id").none())) self.assertIsNone(qs.first().empty) def test_annotate_with_aggregation(self): books = Book.objects.annotate(is_book=Value(1), rating_count=Count("rating")) for book in books: self.assertEqual(book.is_book, 1) self.assertEqual(book.rating_count, 1) def test_combined_expression_annotation_with_aggregation(self): book = Book.objects.annotate( combined=ExpressionWrapper( Value(3) * Value(4), output_field=IntegerField() ), rating_count=Count("rating"), ).first() self.assertEqual(book.combined, 12) self.assertEqual(book.rating_count, 1) def test_combined_f_expression_annotation_with_aggregation(self): book = ( Book.objects.filter(isbn="159059725") .annotate( combined=ExpressionWrapper( F("price") * F("pages"), output_field=FloatField() ), rating_count=Count("rating"), ) .first() ) self.assertEqual(book.combined, 13410.0) self.assertEqual(book.rating_count, 1) @skipUnlessDBFeature("supports_boolean_expr_in_select_clause") def test_q_expression_annotation_with_aggregation(self): book = ( Book.objects.filter(isbn="159059725") .annotate( isnull_pubdate=ExpressionWrapper( Q(pubdate__isnull=True), output_field=BooleanField(), ), rating_count=Count("rating"), ) .first() ) self.assertIs(book.isnull_pubdate, False) self.assertEqual(book.rating_count, 1) @skipUnlessDBFeature("supports_boolean_expr_in_select_clause") def test_grouping_by_q_expression_annotation(self): authors = ( Author.objects.annotate( under_40=ExpressionWrapper(Q(age__lt=40), output_field=BooleanField()), ) .values("under_40") .annotate( count_id=Count("id"), ) .values("under_40", "count_id") ) self.assertCountEqual( authors, [ {"under_40": False, "count_id": 3}, {"under_40": True, "count_id": 6}, ], ) def test_aggregate_over_annotation(self): agg = Author.objects.annotate(other_age=F("age")).aggregate( otherage_sum=Sum("other_age") ) other_agg = Author.objects.aggregate(age_sum=Sum("age")) self.assertEqual(agg["otherage_sum"], other_agg["age_sum"]) @skipUnlessDBFeature("can_distinct_on_fields") def test_distinct_on_with_annotation(self): store = Store.objects.create( name="test store", original_opening=datetime.datetime.now(), friday_night_closing=datetime.time(21, 00, 00), ) names = [ "Theodore Roosevelt", "Eleanor Roosevelt", "Franklin Roosevelt", "Ned Stark", "Catelyn Stark", ] for name in names: Employee.objects.create( store=store, first_name=name.split()[0], last_name=name.split()[1], age=30, salary=2000, ) people = Employee.objects.annotate( name_lower=Lower("last_name"), ).distinct("name_lower") self.assertEqual({p.last_name for p in people}, {"Stark", "Roosevelt"}) self.assertEqual(len(people), 2) people2 = Employee.objects.annotate( test_alias=F("store__name"), ).distinct("test_alias") self.assertEqual(len(people2), 1) lengths = ( Employee.objects.annotate( name_len=Length("first_name"), ) .distinct("name_len") .values_list("name_len", flat=True) ) self.assertCountEqual(lengths, [3, 7, 8]) def test_filter_annotation(self): books = Book.objects.annotate(is_book=Value(1)).filter(is_book=1) for book in books: self.assertEqual(book.is_book, 1) def test_filter_annotation_with_f(self): books = Book.objects.annotate(other_rating=F("rating")).filter(other_rating=3.5) for book in books: self.assertEqual(book.other_rating, 3.5) def test_filter_annotation_with_double_f(self): books = Book.objects.annotate(other_rating=F("rating")).filter( other_rating=F("rating") ) for book in books: self.assertEqual(book.other_rating, book.rating) def test_filter_agg_with_double_f(self): books = Book.objects.annotate(sum_rating=Sum("rating")).filter( sum_rating=F("sum_rating") ) for book in books: self.assertEqual(book.sum_rating, book.rating) def test_filter_wrong_annotation(self): with self.assertRaisesMessage( FieldError, "Cannot resolve keyword 'nope' into field." ): list( Book.objects.annotate(sum_rating=Sum("rating")).filter( sum_rating=F("nope") ) ) def test_decimal_annotation(self): salary = Decimal(10) ** -Employee._meta.get_field("salary").decimal_places Employee.objects.create( first_name="Max", last_name="Paine", store=Store.objects.first(), age=23, salary=salary, ) self.assertEqual( Employee.objects.annotate(new_salary=F("salary") / 10).get().new_salary, salary / 10, ) def test_filter_decimal_annotation(self): qs = ( Book.objects.annotate(new_price=F("price") + 1) .filter(new_price=Decimal(31)) .values_list("new_price") ) self.assertEqual(qs.get(), (Decimal(31),)) def test_combined_annotation_commutative(self): book1 = Book.objects.annotate(adjusted_rating=F("rating") + 2).get( pk=self.b1.pk ) book2 = Book.objects.annotate(adjusted_rating=2 + F("rating")).get( pk=self.b1.pk ) self.assertEqual(book1.adjusted_rating, book2.adjusted_rating) book1 = Book.objects.annotate(adjusted_rating=F("rating") + None).get( pk=self.b1.pk ) book2 = Book.objects.annotate(adjusted_rating=None + F("rating")).get( pk=self.b1.pk ) self.assertEqual(book1.adjusted_rating, book2.adjusted_rating) def test_update_with_annotation(self): book_preupdate = Book.objects.get(pk=self.b2.pk) Book.objects.annotate(other_rating=F("rating") - 1).update( rating=F("other_rating") ) book_postupdate = Book.objects.get(pk=self.b2.pk) self.assertEqual(book_preupdate.rating - 1, book_postupdate.rating) def test_annotation_with_m2m(self): books = ( Book.objects.annotate(author_age=F("authors__age")) .filter(pk=self.b1.pk) .order_by("author_age") ) self.assertEqual(books[0].author_age, 34) self.assertEqual(books[1].author_age, 35) def test_annotation_reverse_m2m(self): books = ( Book.objects.annotate( store_name=F("store__name"), ) .filter( name="Practical Django Projects", ) .order_by("store_name") ) self.assertQuerysetEqual( books, ["Amazon.com", "Books.com", "Mamma and Pappa's Books"], lambda b: b.store_name, ) def test_values_annotation(self): """ Annotations can reference fields in a values clause, and contribute to an existing values clause. """ # annotate references a field in values() qs = Book.objects.values("rating").annotate(other_rating=F("rating") - 1) book = qs.get(pk=self.b1.pk) self.assertEqual(book["rating"] - 1, book["other_rating"]) # filter refs the annotated value book = qs.get(other_rating=4) self.assertEqual(book["other_rating"], 4) # can annotate an existing values with a new field book = qs.annotate(other_isbn=F("isbn")).get(other_rating=4) self.assertEqual(book["other_rating"], 4) self.assertEqual(book["other_isbn"], "155860191") def test_values_with_pk_annotation(self): # annotate references a field in values() with pk publishers = Publisher.objects.values("id", "book__rating").annotate( total=Sum("book__rating") ) for publisher in publishers.filter(pk=self.p1.pk): self.assertEqual(publisher["book__rating"], publisher["total"]) @skipUnlessDBFeature("allows_group_by_pk") def test_rawsql_group_by_collapse(self): raw = RawSQL("SELECT MIN(id) FROM annotations_book", []) qs = ( Author.objects.values("id") .annotate( min_book_id=raw, count_friends=Count("friends"), ) .order_by() ) _, _, group_by = qs.query.get_compiler(using="default").pre_sql_setup() self.assertEqual(len(group_by), 1) self.assertNotEqual(raw, group_by[0]) def test_defer_annotation(self): """ Deferred attributes can be referenced by an annotation, but they are not themselves deferred, and cannot be deferred. """ qs = Book.objects.defer("rating").annotate(other_rating=F("rating") - 1) with self.assertNumQueries(2): book = qs.get(other_rating=4) self.assertEqual(book.rating, 5) self.assertEqual(book.other_rating, 4) with self.assertRaisesMessage( FieldDoesNotExist, "Book has no field named 'other_rating'" ): book = qs.defer("other_rating").get(other_rating=4) def test_mti_annotations(self): """ Fields on an inherited model can be referenced by an annotated field. """ d = DepartmentStore.objects.create( name="Angus & Robinson", original_opening=datetime.date(2014, 3, 8), friday_night_closing=datetime.time(21, 00, 00), chain="Westfield", ) books = Book.objects.filter(rating__gt=4) for b in books: d.books.add(b) qs = ( DepartmentStore.objects.annotate( other_name=F("name"), other_chain=F("chain"), is_open=Value(True, BooleanField()), book_isbn=F("books__isbn"), ) .order_by("book_isbn") .filter(chain="Westfield") ) self.assertQuerysetEqual( qs, [ ("Angus & Robinson", "Westfield", True, "155860191"), ("Angus & Robinson", "Westfield", True, "159059725"), ], lambda d: (d.other_name, d.other_chain, d.is_open, d.book_isbn), ) def test_null_annotation(self): """ Annotating None onto a model round-trips """ book = Book.objects.annotate( no_value=Value(None, output_field=IntegerField()) ).first() self.assertIsNone(book.no_value) def test_order_by_annotation(self): authors = Author.objects.annotate(other_age=F("age")).order_by("other_age") self.assertQuerysetEqual( authors, [ 25, 29, 29, 34, 35, 37, 45, 46, 57, ], lambda a: a.other_age, ) def test_order_by_aggregate(self): authors = ( Author.objects.values("age") .annotate(age_count=Count("age")) .order_by("age_count", "age") ) self.assertQuerysetEqual( authors, [ (25, 1), (34, 1), (35, 1), (37, 1), (45, 1), (46, 1), (57, 1), (29, 2), ], lambda a: (a["age"], a["age_count"]), ) def test_raw_sql_with_inherited_field(self): DepartmentStore.objects.create( name="Angus & Robinson", original_opening=datetime.date(2014, 3, 8), friday_night_closing=datetime.time(21), chain="Westfield", area=123, ) tests = ( ("name", "Angus & Robinson"), ("surface", 123), ("case when name='Angus & Robinson' then chain else name end", "Westfield"), ) for sql, expected_result in tests: with self.subTest(sql=sql): self.assertSequenceEqual( DepartmentStore.objects.annotate( annotation=RawSQL(sql, ()), ).values_list("annotation", flat=True), [expected_result], ) def test_annotate_exists(self): authors = Author.objects.annotate(c=Count("id")).filter(c__gt=1) self.assertFalse(authors.exists()) def test_column_field_ordering(self): """ Columns are aligned in the correct order for resolve_columns. This test will fail on MySQL if column ordering is out. Column fields should be aligned as: 1. extra_select 2. model_fields 3. annotation_fields 4. model_related_fields """ store = Store.objects.first() Employee.objects.create( id=1, first_name="Max", manager=True, last_name="Paine", store=store, age=23, salary=Decimal(50000.00), ) Employee.objects.create( id=2, first_name="Buffy", manager=False, last_name="Summers", store=store, age=18, salary=Decimal(40000.00), ) qs = ( Employee.objects.extra(select={"random_value": "42"}) .select_related("store") .annotate( annotated_value=Value(17), ) ) rows = [ (1, "Max", True, 42, "Paine", 23, Decimal(50000.00), store.name, 17), (2, "Buffy", False, 42, "Summers", 18, Decimal(40000.00), store.name, 17), ] self.assertQuerysetEqual( qs.order_by("id"), rows, lambda e: ( e.id, e.first_name, e.manager, e.random_value, e.last_name, e.age, e.salary, e.store.name, e.annotated_value, ), ) def test_column_field_ordering_with_deferred(self): store = Store.objects.first() Employee.objects.create( id=1, first_name="Max", manager=True, last_name="Paine", store=store, age=23, salary=Decimal(50000.00), ) Employee.objects.create( id=2, first_name="Buffy", manager=False, last_name="Summers", store=store, age=18, salary=Decimal(40000.00), ) qs = ( Employee.objects.extra(select={"random_value": "42"}) .select_related("store") .annotate( annotated_value=Value(17), ) ) rows = [ (1, "Max", True, 42, "Paine", 23, Decimal(50000.00), store.name, 17), (2, "Buffy", False, 42, "Summers", 18, Decimal(40000.00), store.name, 17), ] # and we respect deferred columns! self.assertQuerysetEqual( qs.defer("age").order_by("id"), rows, lambda e: ( e.id, e.first_name, e.manager, e.random_value, e.last_name, e.age, e.salary, e.store.name, e.annotated_value, ), ) def test_custom_functions(self): Company( name="Apple", motto=None, ticker_name="APPL", description="Beautiful Devices", ).save() Company( name="Django Software Foundation", motto=None, ticker_name=None, description=None, ).save() Company( name="Google", motto="Do No Evil", ticker_name="GOOG", description="Internet Company", ).save() Company( name="Yahoo", motto=None, ticker_name=None, description="Internet Company" ).save() qs = Company.objects.annotate( tagline=Func( F("motto"), F("ticker_name"), F("description"), Value("No Tag"), function="COALESCE", ) ).order_by("name") self.assertQuerysetEqual( qs, [ ("Apple", "APPL"), ("Django Software Foundation", "No Tag"), ("Google", "Do No Evil"), ("Yahoo", "Internet Company"), ], lambda c: (c.name, c.tagline), ) def test_custom_functions_can_ref_other_functions(self): Company( name="Apple", motto=None, ticker_name="APPL", description="Beautiful Devices", ).save() Company( name="Django Software Foundation", motto=None, ticker_name=None, description=None, ).save() Company( name="Google", motto="Do No Evil", ticker_name="GOOG", description="Internet Company", ).save() Company( name="Yahoo", motto=None, ticker_name=None, description="Internet Company" ).save() class Lower(Func): function = "LOWER" qs = ( Company.objects.annotate( tagline=Func( F("motto"), F("ticker_name"), F("description"), Value("No Tag"), function="COALESCE", ) ) .annotate( tagline_lower=Lower(F("tagline")), ) .order_by("name") ) # LOWER function supported by: # oracle, postgres, mysql, sqlite, sqlserver self.assertQuerysetEqual( qs, [ ("Apple", "APPL".lower()), ("Django Software Foundation", "No Tag".lower()), ("Google", "Do No Evil".lower()), ("Yahoo", "Internet Company".lower()), ], lambda c: (c.name, c.tagline_lower), ) def test_boolean_value_annotation(self): books = Book.objects.annotate( is_book=Value(True, output_field=BooleanField()), is_pony=Value(False, output_field=BooleanField()), is_none=Value(None, output_field=BooleanField(null=True)), ) self.assertGreater(len(books), 0) for book in books: self.assertIs(book.is_book, True) self.assertIs(book.is_pony, False) self.assertIsNone(book.is_none) def test_annotation_in_f_grouped_by_annotation(self): qs = ( Publisher.objects.annotate(multiplier=Value(3)) # group by option => sum of value * multiplier .values("name") .annotate(multiplied_value_sum=Sum(F("multiplier") * F("num_awards"))) .order_by() ) self.assertCountEqual( qs, [ {"multiplied_value_sum": 9, "name": "Apress"}, {"multiplied_value_sum": 0, "name": "Jonno's House of Books"}, {"multiplied_value_sum": 27, "name": "Morgan Kaufmann"}, {"multiplied_value_sum": 21, "name": "Prentice Hall"}, {"multiplied_value_sum": 3, "name": "Sams"}, ], ) def test_arguments_must_be_expressions(self): msg = "QuerySet.annotate() received non-expression(s): %s." with self.assertRaisesMessage(TypeError, msg % BooleanField()): Book.objects.annotate(BooleanField()) with self.assertRaisesMessage(TypeError, msg % True): Book.objects.annotate(is_book=True) with self.assertRaisesMessage( TypeError, msg % ", ".join([str(BooleanField()), "True"]) ): Book.objects.annotate(BooleanField(), Value(False), is_book=True) def test_chaining_annotation_filter_with_m2m(self): qs = ( Author.objects.filter( name="Adrian Holovaty", friends__age=35, ) .annotate( jacob_name=F("friends__name"), ) .filter( friends__age=29, ) .annotate( james_name=F("friends__name"), ) .values("jacob_name", "james_name") ) self.assertCountEqual( qs, [{"jacob_name": "Jacob Kaplan-Moss", "james_name": "James Bennett"}], ) def test_annotation_filter_with_subquery(self): long_books_qs = ( Book.objects.filter( publisher=OuterRef("pk"), pages__gt=400, ) .values("publisher") .annotate(count=Count("pk")) .values("count") ) publisher_books_qs = ( Publisher.objects.annotate( total_books=Count("book"), ) .filter( total_books=Subquery(long_books_qs, output_field=IntegerField()), ) .values("name") ) self.assertCountEqual( publisher_books_qs, [{"name": "Sams"}, {"name": "Morgan Kaufmann"}] ) def test_annotation_exists_aggregate_values_chaining(self): qs = ( Book.objects.values("publisher") .annotate( has_authors=Exists( Book.authors.through.objects.filter(book=OuterRef("pk")) ), max_pubdate=Max("pubdate"), ) .values_list("max_pubdate", flat=True) .order_by("max_pubdate") ) self.assertCountEqual( qs, [ datetime.date(1991, 10, 15), datetime.date(2008, 3, 3), datetime.date(2008, 6, 23), datetime.date(2008, 11, 3), ], ) @skipUnlessDBFeature("supports_subqueries_in_group_by") def test_annotation_subquery_and_aggregate_values_chaining(self): qs = ( Book.objects.annotate(pub_year=ExtractYear("pubdate")) .values("pub_year") .annotate( top_rating=Subquery( Book.objects.filter(pubdate__year=OuterRef("pub_year")) .order_by("-rating") .values("rating")[:1] ), total_pages=Sum("pages"), ) .values("pub_year", "total_pages", "top_rating") ) self.assertCountEqual( qs, [ {"pub_year": 1991, "top_rating": 5.0, "total_pages": 946}, {"pub_year": 1995, "top_rating": 4.0, "total_pages": 1132}, {"pub_year": 2007, "top_rating": 4.5, "total_pages": 447}, {"pub_year": 2008, "top_rating": 4.0, "total_pages": 1178}, ], ) def test_annotation_subquery_outerref_transform(self): qs = Book.objects.annotate( top_rating_year=Subquery( Book.objects.filter(pubdate__year=OuterRef("pubdate__year")) .order_by("-rating") .values("rating")[:1] ), ).values("pubdate__year", "top_rating_year") self.assertCountEqual( qs, [ {"pubdate__year": 1991, "top_rating_year": 5.0}, {"pubdate__year": 1995, "top_rating_year": 4.0}, {"pubdate__year": 2007, "top_rating_year": 4.5}, {"pubdate__year": 2008, "top_rating_year": 4.0}, {"pubdate__year": 2008, "top_rating_year": 4.0}, {"pubdate__year": 2008, "top_rating_year": 4.0}, ], ) def test_annotation_aggregate_with_m2o(self): qs = ( Author.objects.filter(age__lt=30) .annotate( max_pages=Case( When(book_contact_set__isnull=True, then=Value(0)), default=Max(F("book__pages")), ), ) .values("name", "max_pages") ) self.assertCountEqual( qs, [ {"name": "James Bennett", "max_pages": 300}, {"name": "Paul Bissex", "max_pages": 0}, {"name": "Wesley J. Chun", "max_pages": 0}, ], ) class AliasTests(TestCase): @classmethod def setUpTestData(cls): cls.a1 = Author.objects.create(name="Adrian Holovaty", age=34) cls.a2 = Author.objects.create(name="Jacob Kaplan-Moss", age=35) cls.a3 = Author.objects.create(name="James Bennett", age=34) cls.a4 = Author.objects.create(name="Peter Norvig", age=57) cls.a5 = Author.objects.create(name="Stuart Russell", age=46) p1 = Publisher.objects.create(name="Apress", num_awards=3) cls.b1 = Book.objects.create( isbn="159059725", pages=447, rating=4.5, price=Decimal("30.00"), contact=cls.a1, publisher=p1, pubdate=datetime.date(2007, 12, 6), name="The Definitive Guide to Django: Web Development Done Right", ) cls.b2 = Book.objects.create( isbn="159059996", pages=300, rating=4.0, price=Decimal("29.69"), contact=cls.a3, publisher=p1, pubdate=datetime.date(2008, 6, 23), name="Practical Django Projects", ) cls.b3 = Book.objects.create( isbn="013790395", pages=1132, rating=4.0, price=Decimal("82.80"), contact=cls.a4, publisher=p1, pubdate=datetime.date(1995, 1, 15), name="Artificial Intelligence: A Modern Approach", ) cls.b4 = Book.objects.create( isbn="155860191", pages=946, rating=5.0, price=Decimal("75.00"), contact=cls.a4, publisher=p1, pubdate=datetime.date(1991, 10, 15), name=( "Paradigms of Artificial Intelligence Programming: Case Studies in " "Common Lisp" ), ) cls.b1.authors.add(cls.a1, cls.a2) cls.b2.authors.add(cls.a3) cls.b3.authors.add(cls.a4, cls.a5) cls.b4.authors.add(cls.a4) Store.objects.create( name="Amazon.com", original_opening=datetime.datetime(1994, 4, 23, 9, 17, 42), friday_night_closing=datetime.time(23, 59, 59), ) Store.objects.create( name="Books.com", original_opening=datetime.datetime(2001, 3, 15, 11, 23, 37), friday_night_closing=datetime.time(23, 59, 59), ) def test_basic_alias(self): qs = Book.objects.alias(is_book=Value(1)) self.assertIs(hasattr(qs.first(), "is_book"), False) def test_basic_alias_annotation(self): qs = Book.objects.alias( is_book_alias=Value(1), ).annotate(is_book=F("is_book_alias")) self.assertIs(hasattr(qs.first(), "is_book_alias"), False) for book in qs: with self.subTest(book=book): self.assertEqual(book.is_book, 1) def test_basic_alias_f_annotation(self): qs = Book.objects.alias(another_rating_alias=F("rating")).annotate( another_rating=F("another_rating_alias") ) self.assertIs(hasattr(qs.first(), "another_rating_alias"), False) for book in qs: with self.subTest(book=book): self.assertEqual(book.another_rating, book.rating) def test_basic_alias_f_transform_annotation(self): qs = Book.objects.alias( pubdate_alias=F("pubdate"), ).annotate(pubdate_year=F("pubdate_alias__year")) self.assertIs(hasattr(qs.first(), "pubdate_alias"), False) for book in qs: with self.subTest(book=book): self.assertEqual(book.pubdate_year, book.pubdate.year) def test_alias_after_annotation(self): qs = Book.objects.annotate( is_book=Value(1), ).alias(is_book_alias=F("is_book")) book = qs.first() self.assertIs(hasattr(book, "is_book"), True) self.assertIs(hasattr(book, "is_book_alias"), False) def test_overwrite_annotation_with_alias(self): qs = Book.objects.annotate(is_book=Value(1)).alias(is_book=F("is_book")) self.assertIs(hasattr(qs.first(), "is_book"), False) def test_overwrite_alias_with_annotation(self): qs = Book.objects.alias(is_book=Value(1)).annotate(is_book=F("is_book")) for book in qs: with self.subTest(book=book): self.assertEqual(book.is_book, 1) def test_alias_annotation_expression(self): qs = Book.objects.alias( is_book_alias=Value(1), ).annotate(is_book=Coalesce("is_book_alias", 0)) self.assertIs(hasattr(qs.first(), "is_book_alias"), False) for book in qs: with self.subTest(book=book): self.assertEqual(book.is_book, 1) def test_alias_default_alias_expression(self): qs = Author.objects.alias( Sum("book__pages"), ).filter(book__pages__sum__gt=2000) self.assertIs(hasattr(qs.first(), "book__pages__sum"), False) self.assertSequenceEqual(qs, [self.a4]) def test_joined_alias_annotation(self): qs = ( Book.objects.select_related("publisher") .alias( num_awards_alias=F("publisher__num_awards"), ) .annotate(num_awards=F("num_awards_alias")) ) self.assertIs(hasattr(qs.first(), "num_awards_alias"), False) for book in qs: with self.subTest(book=book): self.assertEqual(book.num_awards, book.publisher.num_awards) def test_alias_annotate_with_aggregation(self): qs = Book.objects.alias( is_book_alias=Value(1), rating_count_alias=Count("rating"), ).annotate( is_book=F("is_book_alias"), rating_count=F("rating_count_alias"), ) book = qs.first() self.assertIs(hasattr(book, "is_book_alias"), False) self.assertIs(hasattr(book, "rating_count_alias"), False) for book in qs: with self.subTest(book=book): self.assertEqual(book.is_book, 1) self.assertEqual(book.rating_count, 1) def test_filter_alias_with_f(self): qs = Book.objects.alias( other_rating=F("rating"), ).filter(other_rating=4.5) self.assertIs(hasattr(qs.first(), "other_rating"), False) self.assertSequenceEqual(qs, [self.b1]) def test_filter_alias_with_double_f(self): qs = Book.objects.alias( other_rating=F("rating"), ).filter(other_rating=F("rating")) self.assertIs(hasattr(qs.first(), "other_rating"), False) self.assertEqual(qs.count(), Book.objects.count()) def test_filter_alias_agg_with_double_f(self): qs = Book.objects.alias( sum_rating=Sum("rating"), ).filter(sum_rating=F("sum_rating")) self.assertIs(hasattr(qs.first(), "sum_rating"), False) self.assertEqual(qs.count(), Book.objects.count()) def test_update_with_alias(self): Book.objects.alias( other_rating=F("rating") - 1, ).update(rating=F("other_rating")) self.b1.refresh_from_db() self.assertEqual(self.b1.rating, 3.5) def test_order_by_alias(self): qs = Author.objects.alias(other_age=F("age")).order_by("other_age") self.assertIs(hasattr(qs.first(), "other_age"), False) self.assertQuerysetEqual(qs, [34, 34, 35, 46, 57], lambda a: a.age) def test_order_by_alias_aggregate(self): qs = ( Author.objects.values("age") .alias(age_count=Count("age")) .order_by("age_count", "age") ) self.assertIs(hasattr(qs.first(), "age_count"), False) self.assertQuerysetEqual(qs, [35, 46, 57, 34], lambda a: a["age"]) def test_dates_alias(self): qs = Book.objects.alias( pubdate_alias=F("pubdate"), ).dates("pubdate_alias", "month") self.assertCountEqual( qs, [ datetime.date(1991, 10, 1), datetime.date(1995, 1, 1), datetime.date(2007, 12, 1), datetime.date(2008, 6, 1), ], ) def test_datetimes_alias(self): qs = Store.objects.alias( original_opening_alias=F("original_opening"), ).datetimes("original_opening_alias", "year") self.assertCountEqual( qs, [ datetime.datetime(1994, 1, 1), datetime.datetime(2001, 1, 1), ], ) def test_aggregate_alias(self): msg = ( "Cannot aggregate over the 'other_age' alias. Use annotate() to promote it." ) with self.assertRaisesMessage(FieldError, msg): Author.objects.alias( other_age=F("age"), ).aggregate(otherage_sum=Sum("other_age")) def test_defer_only_alias(self): qs = Book.objects.alias(rating_alias=F("rating") - 1) msg = "Book has no field named 'rating_alias'" for operation in ["defer", "only"]: with self.subTest(operation=operation): with self.assertRaisesMessage(FieldDoesNotExist, msg): getattr(qs, operation)("rating_alias").first() @skipUnlessDBFeature("can_distinct_on_fields") def test_distinct_on_alias(self): qs = Book.objects.alias(rating_alias=F("rating") - 1) msg = "Cannot resolve keyword 'rating_alias' into field." with self.assertRaisesMessage(FieldError, msg): qs.distinct("rating_alias").first() def test_values_alias(self): qs = Book.objects.alias(rating_alias=F("rating") - 1) msg = "Cannot select the 'rating_alias' alias. Use annotate() to promote it." for operation in ["values", "values_list"]: with self.subTest(operation=operation): with self.assertRaisesMessage(FieldError, msg): getattr(qs, operation)("rating_alias")