django/tests/aggregation/tests.py

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from __future__ import unicode_literals
import datetime
from decimal import Decimal
import re
import warnings
from django.core.exceptions import FieldError
from django.db import connection
from django.db.models import (
Avg, Sum, Count, Max, Min,
Aggregate, F, Value, Func,
IntegerField, FloatField, DecimalField)
with warnings.catch_warnings(record=True) as w:
warnings.simplefilter("always")
from django.db.models.sql import aggregates as sql_aggregates
from django.test import TestCase
from django.test.utils import Approximate
from django.test.utils import CaptureQueriesContext
from django.utils import six
from django.utils.deprecation import RemovedInDjango20Warning
from .models import Author, Publisher, Book, Store
class BaseAggregateTestCase(TestCase):
fixtures = ["aggregation.json"]
def test_empty_aggregate(self):
self.assertEqual(Author.objects.all().aggregate(), {})
def test_single_aggregate(self):
vals = Author.objects.aggregate(Avg("age"))
self.assertEqual(vals, {"age__avg": Approximate(37.4, places=1)})
def test_multiple_aggregates(self):
vals = Author.objects.aggregate(Sum("age"), Avg("age"))
self.assertEqual(vals, {"age__sum": 337, "age__avg": Approximate(37.4, places=1)})
def test_filter_aggregate(self):
vals = Author.objects.filter(age__gt=29).aggregate(Sum("age"))
self.assertEqual(len(vals), 1)
self.assertEqual(vals["age__sum"], 254)
def test_related_aggregate(self):
vals = Author.objects.aggregate(Avg("friends__age"))
self.assertEqual(len(vals), 1)
self.assertAlmostEqual(vals["friends__age__avg"], 34.07, places=2)
vals = Book.objects.filter(rating__lt=4.5).aggregate(Avg("authors__age"))
self.assertEqual(len(vals), 1)
self.assertAlmostEqual(vals["authors__age__avg"], 38.2857, places=2)
vals = Author.objects.all().filter(name__contains="a").aggregate(Avg("book__rating"))
self.assertEqual(len(vals), 1)
self.assertEqual(vals["book__rating__avg"], 4.0)
vals = Book.objects.aggregate(Sum("publisher__num_awards"))
self.assertEqual(len(vals), 1)
self.assertEqual(vals["publisher__num_awards__sum"], 30)
vals = Publisher.objects.aggregate(Sum("book__price"))
self.assertEqual(len(vals), 1)
self.assertEqual(vals["book__price__sum"], Decimal("270.27"))
def test_aggregate_multi_join(self):
vals = Store.objects.aggregate(Max("books__authors__age"))
self.assertEqual(len(vals), 1)
self.assertEqual(vals["books__authors__age__max"], 57)
vals = Author.objects.aggregate(Min("book__publisher__num_awards"))
self.assertEqual(len(vals), 1)
self.assertEqual(vals["book__publisher__num_awards__min"], 1)
def test_aggregate_alias(self):
vals = Store.objects.filter(name="Amazon.com").aggregate(amazon_mean=Avg("books__rating"))
self.assertEqual(len(vals), 1)
self.assertAlmostEqual(vals["amazon_mean"], 4.08, places=2)
def test_annotate_basic(self):
self.assertQuerysetEqual(
Book.objects.annotate().order_by('pk'), [
"The Definitive Guide to Django: Web Development Done Right",
"Sams Teach Yourself Django in 24 Hours",
"Practical Django Projects",
"Python Web Development with Django",
"Artificial Intelligence: A Modern Approach",
"Paradigms of Artificial Intelligence Programming: Case Studies in Common Lisp"
],
lambda b: b.name
)
books = Book.objects.annotate(mean_age=Avg("authors__age"))
b = books.get(pk=1)
self.assertEqual(
b.name,
'The Definitive Guide to Django: Web Development Done Right'
)
self.assertEqual(b.mean_age, 34.5)
def test_annotate_defer(self):
qs = Book.objects.annotate(
page_sum=Sum("pages")).defer('name').filter(pk=1)
rows = [
(1, "159059725", 447, "The Definitive Guide to Django: Web Development Done Right")
]
self.assertQuerysetEqual(
qs.order_by('pk'), rows,
lambda r: (r.id, r.isbn, r.page_sum, r.name)
)
def test_annotate_defer_select_related(self):
qs = Book.objects.select_related('contact').annotate(
page_sum=Sum("pages")).defer('name').filter(pk=1)
rows = [
(1, "159059725", 447, "Adrian Holovaty",
"The Definitive Guide to Django: Web Development Done Right")
]
self.assertQuerysetEqual(
qs.order_by('pk'), rows,
lambda r: (r.id, r.isbn, r.page_sum, r.contact.name, r.name)
)
def test_annotate_m2m(self):
books = Book.objects.filter(rating__lt=4.5).annotate(Avg("authors__age")).order_by("name")
self.assertQuerysetEqual(
books, [
('Artificial Intelligence: A Modern Approach', 51.5),
('Practical Django Projects', 29.0),
('Python Web Development with Django', Approximate(30.3, places=1)),
('Sams Teach Yourself Django in 24 Hours', 45.0)
],
lambda b: (b.name, b.authors__age__avg),
)
books = Book.objects.annotate(num_authors=Count("authors")).order_by("name")
self.assertQuerysetEqual(
books, [
('Artificial Intelligence: A Modern Approach', 2),
('Paradigms of Artificial Intelligence Programming: Case Studies in Common Lisp', 1),
('Practical Django Projects', 1),
('Python Web Development with Django', 3),
('Sams Teach Yourself Django in 24 Hours', 1),
('The Definitive Guide to Django: Web Development Done Right', 2)
],
lambda b: (b.name, b.num_authors)
)
def test_backwards_m2m_annotate(self):
authors = Author.objects.filter(name__contains="a").annotate(Avg("book__rating")).order_by("name")
self.assertQuerysetEqual(
authors, [
('Adrian Holovaty', 4.5),
('Brad Dayley', 3.0),
('Jacob Kaplan-Moss', 4.5),
('James Bennett', 4.0),
('Paul Bissex', 4.0),
('Stuart Russell', 4.0)
],
lambda a: (a.name, a.book__rating__avg)
)
authors = Author.objects.annotate(num_books=Count("book")).order_by("name")
self.assertQuerysetEqual(
authors, [
('Adrian Holovaty', 1),
('Brad Dayley', 1),
('Jacob Kaplan-Moss', 1),
('James Bennett', 1),
('Jeffrey Forcier', 1),
('Paul Bissex', 1),
('Peter Norvig', 2),
('Stuart Russell', 1),
('Wesley J. Chun', 1)
],
lambda a: (a.name, a.num_books)
)
def test_reverse_fkey_annotate(self):
books = Book.objects.annotate(Sum("publisher__num_awards")).order_by("name")
self.assertQuerysetEqual(
books, [
('Artificial Intelligence: A Modern Approach', 7),
('Paradigms of Artificial Intelligence Programming: Case Studies in Common Lisp', 9),
('Practical Django Projects', 3),
('Python Web Development with Django', 7),
('Sams Teach Yourself Django in 24 Hours', 1),
('The Definitive Guide to Django: Web Development Done Right', 3)
],
lambda b: (b.name, b.publisher__num_awards__sum)
)
publishers = Publisher.objects.annotate(Sum("book__price")).order_by("name")
self.assertQuerysetEqual(
publishers, [
('Apress', Decimal("59.69")),
("Jonno's House of Books", None),
('Morgan Kaufmann', Decimal("75.00")),
('Prentice Hall', Decimal("112.49")),
('Sams', Decimal("23.09"))
],
lambda p: (p.name, p.book__price__sum)
)
def test_annotate_values(self):
books = list(Book.objects.filter(pk=1).annotate(mean_age=Avg("authors__age")).values())
self.assertEqual(
books, [
{
"contact_id": 1,
"id": 1,
"isbn": "159059725",
"mean_age": 34.5,
"name": "The Definitive Guide to Django: Web Development Done Right",
"pages": 447,
"price": Approximate(Decimal("30")),
"pubdate": datetime.date(2007, 12, 6),
"publisher_id": 1,
"rating": 4.5,
}
]
)
books = Book.objects.filter(pk=1).annotate(mean_age=Avg('authors__age')).values('pk', 'isbn', 'mean_age')
self.assertEqual(
list(books), [
{
"pk": 1,
"isbn": "159059725",
"mean_age": 34.5,
}
]
)
books = Book.objects.filter(pk=1).annotate(mean_age=Avg("authors__age")).values("name")
self.assertEqual(
list(books), [
{
"name": "The Definitive Guide to Django: Web Development Done Right"
}
]
)
books = Book.objects.filter(pk=1).values().annotate(mean_age=Avg('authors__age'))
self.assertEqual(
list(books), [
{
"contact_id": 1,
"id": 1,
"isbn": "159059725",
"mean_age": 34.5,
"name": "The Definitive Guide to Django: Web Development Done Right",
"pages": 447,
"price": Approximate(Decimal("30")),
"pubdate": datetime.date(2007, 12, 6),
"publisher_id": 1,
"rating": 4.5,
}
]
)
books = Book.objects.values("rating").annotate(n_authors=Count("authors__id"), mean_age=Avg("authors__age")).order_by("rating")
self.assertEqual(
list(books), [
{
"rating": 3.0,
"n_authors": 1,
"mean_age": 45.0,
},
{
"rating": 4.0,
"n_authors": 6,
"mean_age": Approximate(37.16, places=1)
},
{
"rating": 4.5,
"n_authors": 2,
"mean_age": 34.5,
},
{
"rating": 5.0,
"n_authors": 1,
"mean_age": 57.0,
}
]
)
authors = Author.objects.annotate(Avg("friends__age")).order_by("name")
self.assertEqual(len(authors), 9)
self.assertQuerysetEqual(
authors, [
('Adrian Holovaty', 32.0),
('Brad Dayley', None),
('Jacob Kaplan-Moss', 29.5),
('James Bennett', 34.0),
('Jeffrey Forcier', 27.0),
('Paul Bissex', 31.0),
('Peter Norvig', 46.0),
('Stuart Russell', 57.0),
('Wesley J. Chun', Approximate(33.66, places=1))
],
lambda a: (a.name, a.friends__age__avg)
)
def test_count(self):
vals = Book.objects.aggregate(Count("rating"))
self.assertEqual(vals, {"rating__count": 6})
vals = Book.objects.aggregate(Count("rating", distinct=True))
self.assertEqual(vals, {"rating__count": 4})
def test_fkey_aggregate(self):
explicit = list(Author.objects.annotate(Count('book__id')))
implicit = list(Author.objects.annotate(Count('book')))
self.assertEqual(explicit, implicit)
def test_annotate_ordering(self):
books = Book.objects.values('rating').annotate(oldest=Max('authors__age')).order_by('oldest', 'rating')
self.assertEqual(
list(books), [
{
"rating": 4.5,
"oldest": 35,
},
{
"rating": 3.0,
"oldest": 45
},
{
"rating": 4.0,
"oldest": 57,
},
{
"rating": 5.0,
"oldest": 57,
}
]
)
books = Book.objects.values("rating").annotate(oldest=Max("authors__age")).order_by("-oldest", "-rating")
self.assertEqual(
list(books), [
{
"rating": 5.0,
"oldest": 57,
},
{
"rating": 4.0,
"oldest": 57,
},
{
"rating": 3.0,
"oldest": 45,
},
{
"rating": 4.5,
"oldest": 35,
}
]
)
def test_aggregate_annotation(self):
vals = Book.objects.annotate(num_authors=Count("authors__id")).aggregate(Avg("num_authors"))
self.assertEqual(vals, {"num_authors__avg": Approximate(1.66, places=1)})
def test_filtering(self):
p = Publisher.objects.create(name='Expensive Publisher', num_awards=0)
Book.objects.create(
name='ExpensiveBook1',
pages=1,
isbn='111',
rating=3.5,
price=Decimal("1000"),
publisher=p,
contact_id=1,
2013-10-25 01:30:03 +08:00
pubdate=datetime.date(2008, 12, 1)
)
Book.objects.create(
name='ExpensiveBook2',
pages=1,
isbn='222',
rating=4.0,
price=Decimal("1000"),
publisher=p,
contact_id=1,
2013-10-25 01:30:03 +08:00
pubdate=datetime.date(2008, 12, 2)
)
Book.objects.create(
name='ExpensiveBook3',
pages=1,
isbn='333',
rating=4.5,
price=Decimal("35"),
publisher=p,
contact_id=1,
2013-10-25 01:30:03 +08:00
pubdate=datetime.date(2008, 12, 3)
)
publishers = Publisher.objects.annotate(num_books=Count("book__id")).filter(num_books__gt=1).order_by("pk")
self.assertQuerysetEqual(
publishers, [
"Apress",
"Prentice Hall",
"Expensive Publisher",
],
lambda p: p.name,
)
publishers = Publisher.objects.filter(book__price__lt=Decimal("40.0")).order_by("pk")
self.assertQuerysetEqual(
publishers, [
"Apress",
"Apress",
"Sams",
"Prentice Hall",
"Expensive Publisher",
],
lambda p: p.name
)
publishers = Publisher.objects.annotate(num_books=Count("book__id")).filter(num_books__gt=1, book__price__lt=Decimal("40.0")).order_by("pk")
self.assertQuerysetEqual(
publishers, [
"Apress",
"Prentice Hall",
"Expensive Publisher",
],
lambda p: p.name,
)
publishers = Publisher.objects.filter(book__price__lt=Decimal("40.0")).annotate(num_books=Count("book__id")).filter(num_books__gt=1).order_by("pk")
self.assertQuerysetEqual(
publishers, [
"Apress",
],
lambda p: p.name
)
publishers = Publisher.objects.annotate(num_books=Count("book")).filter(num_books__range=[1, 3]).order_by("pk")
self.assertQuerysetEqual(
publishers, [
"Apress",
"Sams",
"Prentice Hall",
"Morgan Kaufmann",
"Expensive Publisher",
],
lambda p: p.name
)
publishers = Publisher.objects.annotate(num_books=Count("book")).filter(num_books__range=[1, 2]).order_by("pk")
self.assertQuerysetEqual(
publishers, [
"Apress",
"Sams",
"Prentice Hall",
"Morgan Kaufmann",
],
lambda p: p.name
)
publishers = Publisher.objects.annotate(num_books=Count("book")).filter(num_books__in=[1, 3]).order_by("pk")
self.assertQuerysetEqual(
publishers, [
"Sams",
"Morgan Kaufmann",
"Expensive Publisher",
],
lambda p: p.name,
)
publishers = Publisher.objects.annotate(num_books=Count("book")).filter(num_books__isnull=True)
self.assertEqual(len(publishers), 0)
def test_annotation(self):
vals = Author.objects.filter(pk=1).aggregate(Count("friends__id"))
self.assertEqual(vals, {"friends__id__count": 2})
Fixed #16187 -- refactored ORM lookup system Allowed users to specify which lookups or transforms ("nested lookus") are available for fields. The implementation is now class based. Squashed commit of the following: commit fa7a7195f1952a9c8dea7f6e89ee13f81757eda7 Author: Anssi Kääriäinen <akaariai@gmail.com> Date: Sat Jan 18 10:53:24 2014 +0200 Added lookup registration API docs commit eb1c8ce164325e0d8641f14202e12486c70efdb6 Author: Anssi Kääriäinen <akaariai@gmail.com> Date: Tue Jan 14 18:59:36 2014 +0200 Release notes and other minor docs changes commit 11501c29c9352d17f22f3a0f59d3b805913dedcc Author: Anssi Kääriäinen <akaariai@gmail.com> Date: Sun Jan 12 20:53:03 2014 +0200 Forgot to add custom_lookups tests in prev commit commit 83173b960ea7eb2b24d573f326be59948df33536 Author: Anssi Kääriäinen <akaariai@gmail.com> Date: Sun Jan 12 19:59:12 2014 +0200 Renamed Extract -> Transform commit 3b18d9f3a1bcdd93280f79654eba0efa209377bd Author: Anssi Kääriäinen <akaariai@gmail.com> Date: Sun Jan 12 19:51:53 2014 +0200 Removed suggestion of temporary lookup registration from docs commit 21d0c7631c161fc0c67911480be5d3f13f1afa68 Merge: 2509006 f2dc442 Author: Anssi Kääriäinen <akaariai@gmail.com> Date: Sun Jan 12 09:38:23 2014 -0800 Merge pull request #2 from mjtamlyn/lookups_3 Reworked custom lookups docs. commit f2dc4429a1da04c858364972eea57a35a868dab4 Author: Marc Tamlyn <marc.tamlyn@gmail.com> Date: Sun Jan 12 13:15:05 2014 +0000 Reworked custom lookups docs. Mostly just formatting and rewording, but also replaced the example using ``YearExtract`` to use an example which is unlikely to ever be possible directly in the ORM. commit 250900650628d1f11beadb22814abd666029fb81 Author: Anssi Kääriäinen <akaariai@gmail.com> Date: Sun Jan 12 13:19:13 2014 +0200 Removed unused import commit 4fba5dfaa022653ffa72497258ffd8f8b7476f92 Author: Anssi Kääriäinen <akaariai@gmail.com> Date: Sat Jan 11 22:34:41 2014 +0200 Added docs to index commit 6d53963f375c77a1f287833b19b976d23f36c30b Author: Anssi Kääriäinen <akaariai@gmail.com> Date: Sat Jan 11 22:10:24 2014 +0200 Dead code removal commit f9cc0390078e21f1ea5a7bc1f15b09f8f6b0904d Author: Anssi Kääriäinen <akaariai@gmail.com> Date: Sat Jan 11 19:00:43 2014 +0200 A new try for docs commit 33aa18a6e3c831930bda0028222a26f9c1d96e66 Author: Anssi Kääriäinen <akaariai@gmail.com> Date: Sat Jan 11 14:57:12 2014 +0200 Renamed get_cols to get_group_by_cols commit c7d5f8661b7d364962bed2e6f81161c1b4f1bcc3 Author: Anssi Kääriäinen <akaariai@gmail.com> Date: Sat Jan 11 14:45:53 2014 +0200 Altered query string customization for backends vendors The new way is trying to call first method 'as_' + connection.vendor. If that doesn't exist, then call as_sql(). Also altered how lookup registration is done. There is now RegisterLookupMixin class that is used by Field, Extract and sql.Aggregate. This allows one to register lookups for extracts and aggregates in the same way lookup registration is done for fields. commit 90e7004ec14e15503f828cc9bde2a7dab593814d Merge: 66649ff f7c2c0a Author: Anssi Kääriäinen <akaariai@gmail.com> Date: Sat Jan 11 13:21:01 2014 +0200 Merge branch 'master' into lookups_3 commit 66649ff891c7c73c7eecf6038c9a6802611b5d8a Author: Anssi Kääriäinen <akaariai@gmail.com> Date: Sat Jan 11 13:16:01 2014 +0200 Some rewording in docs commit 31b8faa62714b4b6b6057a9f5cc106c4dd73caab Author: Anssi Kääriäinen <akaariai@gmail.com> Date: Sun Dec 29 15:52:29 2013 +0200 Cleanup based on review comments commit 1016159f34674c0df871ed891cde72be8340bb5d Author: Anssi Kääriäinen <akaariai@gmail.com> Date: Sat Dec 28 18:37:04 2013 +0200 Proof-of-concept fix for #16731 Implemented only for SQLite and PostgreSQL, and only for startswith and istartswith lookups. commit 193cd097ca8f2cc6a911e57b8e3fb726f96ee6a6 Author: Anssi Kääriäinen <akaariai@gmail.com> Date: Sat Dec 28 17:57:58 2013 +0200 Fixed #11722 -- iexact=F() produced invalid SQL commit 08ed3c3b49e100ed9019831e770c25c8f61b70f9 Author: Anssi Kääriäinen <akaariai@gmail.com> Date: Sat Dec 21 23:59:52 2013 +0200 Made Lookup and Extract available from django.db.models commit b99c8d83c972786c6fcd0e84c9e5cb08c1368300 Author: Anssi Kääriäinen <akaariai@gmail.com> Date: Sat Dec 21 23:06:29 2013 +0200 Fixed review notes by Loic commit 049eebc0703c151127f4f0265beceea7b8b39e72 Merge: ed8fab7 b80a835 Author: Anssi Kääriäinen <akaariai@gmail.com> Date: Sat Dec 21 22:53:10 2013 +0200 Merge branch 'master' into lookups_3 Conflicts: django/db/models/fields/__init__.py django/db/models/sql/compiler.py django/db/models/sql/query.py tests/null_queries/tests.py commit ed8fab7fe8867ff3eb801c3697a426478387bb2f Author: Anssi Kääriäinen <akaariai@gmail.com> Date: Sat Dec 21 22:47:23 2013 +0200 Made Extracts aware of full lookup path commit 27a57b7aed91b2f346abc4a77da838bffa17c727 Author: Anssi Kääriäinen <akaariai@gmail.com> Date: Sun Dec 1 21:10:11 2013 +0200 Removed debugger import commit 074e0f5aca0572e368c11e6d2c73c9026e7d63d7 Author: Anssi Kääriäinen <akaariai@gmail.com> Date: Sun Dec 1 21:02:16 2013 +0200 GIS lookup support added commit 760e28e72bae475b442b026650969b0d182dbe53 Author: Anssi Kääriäinen <akaariai@gmail.com> Date: Sun Dec 1 20:04:31 2013 +0200 Removed usage of Constraint, used Lookup instead commit eac47766844b90e7d3269e7a8c012eee34ec0093 Author: Anssi Kääriäinen <akaariai@gmail.com> Date: Sun Dec 1 02:22:30 2013 +0200 Minor cleanup of Lookup API commit 2adf50428d59a783078b0da3d5d035106640c899 Author: Anssi Kääriäinen <akaariai@gmail.com> Date: Sun Dec 1 02:14:19 2013 +0200 Added documentation, polished implementation commit 32c04357a87e3727a34f8c5e6ec0114d1fbbb303 Author: Anssi Kääriäinen <akaariai@gmail.com> Date: Sat Nov 30 23:10:15 2013 +0200 Avoid OrderedDict creation on lookup aggregate check commit 7c8b3a32cc17b4dbca160921d48125f1631e0df4 Author: Anssi Kääriäinen <akaariai@gmail.com> Date: Sat Nov 30 23:04:34 2013 +0200 Implemented nested lookups But there is no support of using lookups outside filtering yet. commit 4d219d4cdef21d9c14e5d6b9299d583d1975fcba Author: Anssi Kääriäinen <akaariai@gmail.com> Date: Wed Nov 27 22:07:30 2013 +0200 Initial implementation of custom lookups
2014-01-18 17:09:43 +08:00
books = Book.objects.annotate(num_authors=Count("authors__name")).filter(num_authors__exact=2).order_by("pk")
self.assertQuerysetEqual(
books, [
"The Definitive Guide to Django: Web Development Done Right",
"Artificial Intelligence: A Modern Approach",
],
lambda b: b.name
)
authors = Author.objects.annotate(num_friends=Count("friends__id", distinct=True)).filter(num_friends=0).order_by("pk")
self.assertQuerysetEqual(
authors, [
"Brad Dayley",
],
lambda a: a.name
)
publishers = Publisher.objects.annotate(num_books=Count("book__id")).filter(num_books__gt=1).order_by("pk")
self.assertQuerysetEqual(
publishers, [
"Apress",
"Prentice Hall",
],
lambda p: p.name
)
publishers = Publisher.objects.filter(book__price__lt=Decimal("40.0")).annotate(num_books=Count("book__id")).filter(num_books__gt=1)
self.assertQuerysetEqual(
publishers, [
"Apress",
],
lambda p: p.name
)
books = Book.objects.annotate(num_authors=Count("authors__id")).filter(authors__name__contains="Norvig", num_authors__gt=1)
self.assertQuerysetEqual(
books, [
"Artificial Intelligence: A Modern Approach",
],
lambda b: b.name
)
def test_more_aggregation(self):
a = Author.objects.get(name__contains='Norvig')
b = Book.objects.get(name__contains='Done Right')
b.authors.add(a)
b.save()
vals = Book.objects.annotate(num_authors=Count("authors__id")).filter(authors__name__contains="Norvig", num_authors__gt=1).aggregate(Avg("rating"))
self.assertEqual(vals, {"rating__avg": 4.25})
def test_even_more_aggregate(self):
publishers = Publisher.objects.annotate(earliest_book=Min("book__pubdate")).exclude(earliest_book=None).order_by("earliest_book").values()
self.assertEqual(
list(publishers), [
{
'earliest_book': datetime.date(1991, 10, 15),
'num_awards': 9,
'id': 4,
'name': 'Morgan Kaufmann'
},
{
'earliest_book': datetime.date(1995, 1, 15),
'num_awards': 7,
'id': 3,
'name': 'Prentice Hall'
},
{
'earliest_book': datetime.date(2007, 12, 6),
'num_awards': 3,
'id': 1,
'name': 'Apress'
},
{
'earliest_book': datetime.date(2008, 3, 3),
'num_awards': 1,
'id': 2,
'name': 'Sams'
}
]
)
vals = Store.objects.aggregate(Max("friday_night_closing"), Min("original_opening"))
self.assertEqual(
vals,
{
"friday_night_closing__max": datetime.time(23, 59, 59),
"original_opening__min": datetime.datetime(1945, 4, 25, 16, 24, 14),
}
)
def test_annotate_values_list(self):
books = Book.objects.filter(pk=1).annotate(mean_age=Avg("authors__age")).values_list("pk", "isbn", "mean_age")
self.assertEqual(
list(books), [
(1, "159059725", 34.5),
]
)
books = Book.objects.filter(pk=1).annotate(mean_age=Avg("authors__age")).values_list("isbn")
self.assertEqual(
list(books), [
('159059725',)
]
)
books = Book.objects.filter(pk=1).annotate(mean_age=Avg("authors__age")).values_list("mean_age")
self.assertEqual(
list(books), [
(34.5,)
]
)
books = Book.objects.filter(pk=1).annotate(mean_age=Avg("authors__age")).values_list("mean_age", flat=True)
self.assertEqual(list(books), [34.5])
books = Book.objects.values_list("price").annotate(count=Count("price")).order_by("-count", "price")
self.assertEqual(
list(books), [
(Decimal("29.69"), 2),
(Decimal('23.09'), 1),
(Decimal('30'), 1),
(Decimal('75'), 1),
(Decimal('82.8'), 1),
]
)
def test_dates_with_aggregation(self):
"""
Test that .dates() returns a distinct set of dates when applied to a
QuerySet with aggregation.
Refs #18056. Previously, .dates() would return distinct (date_kind,
aggregation) sets, in this case (year, num_authors), so 2008 would be
returned twice because there are books from 2008 with a different
number of authors.
"""
dates = Book.objects.annotate(num_authors=Count("authors")).dates('pubdate', 'year')
self.assertQuerysetEqual(
dates, [
Fixed #17260 -- Added time zone aware aggregation and lookups. Thanks Carl Meyer for the review. Squashed commit of the following: commit 4f290bdb60b7d8534abf4ca901bd0844612dcbda Author: Aymeric Augustin <aymeric.augustin@m4x.org> Date: Wed Feb 13 21:21:30 2013 +0100 Used '0:00' instead of 'UTC' which doesn't always exist in Oracle. Thanks Ian Kelly for the suggestion. commit 01b6366f3ce67d57a58ca8f25e5be77911748638 Author: Aymeric Augustin <aymeric.augustin@m4x.org> Date: Wed Feb 13 13:38:43 2013 +0100 Made tzname a parameter of datetime_extract/trunc_sql. This is required to work around a bug in Oracle. commit 924a144ef8a80ba4daeeafbe9efaa826566e9d02 Author: Aymeric Augustin <aymeric.augustin@m4x.org> Date: Wed Feb 13 14:47:44 2013 +0100 Added support for parameters in SELECT clauses. commit b4351d2890cd1090d3ff2d203fe148937324c935 Author: Aymeric Augustin <aymeric.augustin@m4x.org> Date: Mon Feb 11 22:30:22 2013 +0100 Documented backwards incompatibilities in the two previous commits. commit 91ef84713c81bd455f559dacf790e586d08cacb9 Author: Aymeric Augustin <aymeric.augustin@m4x.org> Date: Mon Feb 11 09:42:31 2013 +0100 Used QuerySet.datetimes for the admin's date_hierarchy. commit 0d0de288a5210fa106cd4350961eb2006535cc5c Author: Aymeric Augustin <aymeric.augustin@m4x.org> Date: Mon Feb 11 09:29:38 2013 +0100 Used QuerySet.datetimes in date-based generic views. commit 9c0859ff7c0b00734afe7fc15609d43d83215072 Author: Aymeric Augustin <aymeric.augustin@m4x.org> Date: Sun Feb 10 21:43:25 2013 +0100 Implemented QuerySet.datetimes on Oracle. commit 68ab511a4ffbd2b811bf5da174d47e4dd90f28fc Author: Aymeric Augustin <aymeric.augustin@m4x.org> Date: Sun Feb 10 21:43:14 2013 +0100 Implemented QuerySet.datetimes on MySQL. commit 22d52681d347a8cdf568dc31ed032cbc61d049ef Author: Aymeric Augustin <aymeric.augustin@m4x.org> Date: Sun Feb 10 21:42:29 2013 +0100 Implemented QuerySet.datetimes on SQLite. commit f6800fd04c93722b45f9236976389e0b2fe436f5 Author: Aymeric Augustin <aymeric.augustin@m4x.org> Date: Sun Feb 10 21:43:03 2013 +0100 Implemented QuerySet.datetimes on PostgreSQL. commit 0c829c23f4cf4d6804cadcc93032dd4c26b8c65e Author: Aymeric Augustin <aymeric.augustin@m4x.org> Date: Sun Feb 10 21:41:08 2013 +0100 Added datetime-handling infrastructure in the ORM layers. commit 104d82a7778cf3f0f5d03dfa53709c26df45daad Author: Aymeric Augustin <aymeric.augustin@m4x.org> Date: Mon Feb 11 10:05:55 2013 +0100 Updated null_queries tests to avoid clashing with the __second lookup. commit c01bbb32358201b3ac8cb4291ef87b7612a2b8e6 Author: Aymeric Augustin <aymeric.augustin@m4x.org> Date: Sun Feb 10 23:07:41 2013 +0100 Updated tests of .dates(). Replaced .dates() by .datetimes() for DateTimeFields. Replaced dates with datetimes in the expected output for DateFields. commit 50fb7a52462fecf0127b38e7f3df322aeb287c43 Author: Aymeric Augustin <aymeric.augustin@m4x.org> Date: Sun Feb 10 21:40:09 2013 +0100 Updated and added tests for QuerySet.datetimes. commit a8451a5004c437190e264667b1e6fb8acc3c1eeb Author: Aymeric Augustin <aymeric.augustin@m4x.org> Date: Sun Feb 10 22:34:46 2013 +0100 Documented the new time lookups and updated the date lookups. commit 29413eab2bd1d5e004598900c0dadc0521bbf4d3 Author: Aymeric Augustin <aymeric.augustin@m4x.org> Date: Sun Feb 10 16:15:49 2013 +0100 Documented QuerySet.datetimes and updated QuerySet.dates.
2013-02-10 23:15:49 +08:00
"datetime.date(1991, 1, 1)",
"datetime.date(1995, 1, 1)",
"datetime.date(2007, 1, 1)",
"datetime.date(2008, 1, 1)"
]
)
def test_values_aggregation(self):
# Refs #20782
max_rating = Book.objects.values('rating').aggregate(max_rating=Max('rating'))
self.assertEqual(max_rating['max_rating'], 5)
max_books_per_rating = Book.objects.values('rating').annotate(
books_per_rating=Count('id')
).aggregate(Max('books_per_rating'))
self.assertEqual(
max_books_per_rating,
{'books_per_rating__max': 3})
def test_ticket17424(self):
"""
Check that doing exclude() on a foreign model after annotate()
doesn't crash.
"""
all_books = list(Book.objects.values_list('pk', flat=True).order_by('pk'))
annotated_books = Book.objects.order_by('pk').annotate(one=Count("id"))
# The value doesn't matter, we just need any negative
# constraint on a related model that's a noop.
excluded_books = annotated_books.exclude(publisher__name="__UNLIKELY_VALUE__")
# Try to generate query tree
str(excluded_books.query)
self.assertQuerysetEqual(excluded_books, all_books, lambda x: x.pk)
# Check internal state
self.assertIsNone(annotated_books.query.alias_map["aggregation_book"].join_type)
self.assertIsNone(excluded_books.query.alias_map["aggregation_book"].join_type)
def test_ticket12886(self):
"""
Check that aggregation over sliced queryset works correctly.
"""
qs = Book.objects.all().order_by('-rating')[0:3]
vals = qs.aggregate(average_top3_rating=Avg('rating'))['average_top3_rating']
self.assertAlmostEqual(vals, 4.5, places=2)
def test_ticket11881(self):
"""
Check that subqueries do not needlessly contain ORDER BY, SELECT FOR UPDATE
or select_related() stuff.
"""
qs = Book.objects.all().select_for_update().order_by(
'pk').select_related('publisher').annotate(max_pk=Max('pk'))
with CaptureQueriesContext(connection) as captured_queries:
qs.aggregate(avg_pk=Avg('max_pk'))
self.assertEqual(len(captured_queries), 1)
qstr = captured_queries[0]['sql'].lower()
self.assertNotIn('for update', qstr)
forced_ordering = connection.ops.force_no_ordering()
if forced_ordering:
# If the backend needs to force an ordering we make sure it's
# the only "ORDER BY" clause present in the query.
self.assertEqual(
re.findall(r'order by (\w+)', qstr),
[', '.join(forced_ordering).lower()]
)
else:
self.assertNotIn('order by', qstr)
self.assertEqual(qstr.count(' join '), 0)
class ComplexAggregateTestCase(TestCase):
fixtures = ["aggregation.json"]
def test_nonaggregate_aggregation_throws(self):
with six.assertRaisesRegex(self, TypeError, 'fail is not an aggregate expression'):
Book.objects.aggregate(fail=F('price'))
def test_nonfield_annotation(self):
book = Book.objects.annotate(val=Max(Value(2, output_field=IntegerField())))[0]
self.assertEqual(book.val, 2)
book = Book.objects.annotate(val=Max(Value(2), output_field=IntegerField()))[0]
self.assertEqual(book.val, 2)
def test_missing_output_field_raises_error(self):
with six.assertRaisesRegex(self, FieldError, 'Cannot resolve expression type, unknown output_field'):
Book.objects.annotate(val=Max(Value(2)))[0]
def test_annotation_expressions(self):
authors = Author.objects.annotate(combined_ages=Sum(F('age') + F('friends__age'))).order_by('name')
authors2 = Author.objects.annotate(combined_ages=Sum('age') + Sum('friends__age')).order_by('name')
for qs in (authors, authors2):
self.assertEqual(len(qs), 9)
self.assertQuerysetEqual(
qs, [
('Adrian Holovaty', 132),
('Brad Dayley', None),
('Jacob Kaplan-Moss', 129),
('James Bennett', 63),
('Jeffrey Forcier', 128),
('Paul Bissex', 120),
('Peter Norvig', 103),
('Stuart Russell', 103),
('Wesley J. Chun', 176)
],
lambda a: (a.name, a.combined_ages)
)
def test_aggregation_expressions(self):
a1 = Author.objects.aggregate(av_age=Sum('age') / Count('*'))
a2 = Author.objects.aggregate(av_age=Sum('age') / Count('age'))
a3 = Author.objects.aggregate(av_age=Avg('age'))
self.assertEqual(a1, {'av_age': 37})
self.assertEqual(a2, {'av_age': 37})
self.assertEqual(a3, {'av_age': Approximate(37.4, places=1)})
def test_order_of_precedence(self):
p1 = Book.objects.filter(rating=4).aggregate(avg_price=(Avg('price') + 2) * 3)
self.assertEqual(p1, {'avg_price': Approximate(148.18, places=2)})
p2 = Book.objects.filter(rating=4).aggregate(avg_price=Avg('price') + 2 * 3)
self.assertEqual(p2, {'avg_price': Approximate(53.39, places=2)})
def test_combine_different_types(self):
with six.assertRaisesRegex(self, FieldError, 'Expression contains mixed types. You must set output_field'):
Book.objects.annotate(sums=Sum('rating') + Sum('pages') + Sum('price')).get(pk=4)
b1 = Book.objects.annotate(sums=Sum(F('rating') + F('pages') + F('price'),
output_field=IntegerField())).get(pk=4)
self.assertEqual(b1.sums, 383)
b2 = Book.objects.annotate(sums=Sum(F('rating') + F('pages') + F('price'),
output_field=FloatField())).get(pk=4)
self.assertEqual(b2.sums, 383.69)
b3 = Book.objects.annotate(sums=Sum(F('rating') + F('pages') + F('price'),
output_field=DecimalField(max_digits=6, decimal_places=2))).get(pk=4)
self.assertEqual(b3.sums, Decimal("383.69"))
def test_complex_aggregations_require_kwarg(self):
with six.assertRaisesRegex(self, TypeError, 'Complex expressions require an alias'):
Author.objects.annotate(Sum(F('age') + F('friends__age')))
with six.assertRaisesRegex(self, TypeError, 'Complex aggregates require an alias'):
Author.objects.aggregate(Sum('age') / Count('age'))
def test_aggregate_over_complex_annotation(self):
qs = Author.objects.annotate(
combined_ages=Sum(F('age') + F('friends__age')))
age = qs.aggregate(max_combined_age=Max('combined_ages'))
self.assertEqual(age['max_combined_age'], 176)
age = qs.aggregate(max_combined_age_doubled=Max('combined_ages') * 2)
self.assertEqual(age['max_combined_age_doubled'], 176 * 2)
age = qs.aggregate(
max_combined_age_doubled=Max('combined_ages') + Max('combined_ages'))
self.assertEqual(age['max_combined_age_doubled'], 176 * 2)
age = qs.aggregate(
max_combined_age_doubled=Max('combined_ages') + Max('combined_ages'),
sum_combined_age=Sum('combined_ages'))
self.assertEqual(age['max_combined_age_doubled'], 176 * 2)
self.assertEqual(age['sum_combined_age'], 954)
age = qs.aggregate(
max_combined_age_doubled=Max('combined_ages') + Max('combined_ages'),
sum_combined_age_doubled=Sum('combined_ages') + Sum('combined_ages'))
self.assertEqual(age['max_combined_age_doubled'], 176 * 2)
self.assertEqual(age['sum_combined_age_doubled'], 954 * 2)
def test_values_annotation_with_expression(self):
# ensure the F() is promoted to the group by clause
qs = Author.objects.values('name').annotate(another_age=Sum('age') + F('age'))
a = qs.get(pk=1)
self.assertEqual(a['another_age'], 68)
qs = qs.annotate(friend_count=Count('friends'))
a = qs.get(pk=1)
self.assertEqual(a['friend_count'], 2)
qs = qs.annotate(combined_age=Sum('age') + F('friends__age')).filter(pk=1).order_by('-combined_age')
self.assertEqual(
list(qs), [
{
"name": 'Adrian Holovaty',
"another_age": 68,
"friend_count": 1,
"combined_age": 69
},
{
"name": 'Adrian Holovaty',
"another_age": 68,
"friend_count": 1,
"combined_age": 63
}
]
)
vals = qs.values('name', 'combined_age')
self.assertEqual(
list(vals), [
{
"name": 'Adrian Holovaty',
"combined_age": 69
},
{
"name": 'Adrian Holovaty',
"combined_age": 63
}
]
)
def test_annotate_values_aggregate(self):
alias_age = Author.objects.annotate(
age_alias=F('age')
).values(
'age_alias',
).aggregate(sum_age=Sum('age_alias'))
age = Author.objects.values('age').aggregate(sum_age=Sum('age'))
self.assertEqual(alias_age['sum_age'], age['sum_age'])
def test_annotate_over_annotate(self):
author = Author.objects.annotate(
age_alias=F('age')
).annotate(
sum_age=Sum('age_alias')
).get(pk=1)
other_author = Author.objects.annotate(
sum_age=Sum('age')
).get(pk=1)
self.assertEqual(author.sum_age, other_author.sum_age)
def test_annotated_aggregate_over_annotated_aggregate(self):
with six.assertRaisesRegex(self, FieldError, "Cannot compute Sum\('id__max'\): 'id__max' is an aggregate"):
Book.objects.annotate(Max('id')).annotate(Sum('id__max'))
def test_add_implementation(self):
try:
# test completely changing how the output is rendered
2014-11-16 09:56:42 +08:00
def lower_case_function_override(self, compiler, connection):
sql, params = compiler.compile(self.source_expressions[0])
substitutions = dict(function=self.function.lower(), expressions=sql)
substitutions.update(self.extra)
return self.template % substitutions, params
setattr(Sum, 'as_' + connection.vendor, lower_case_function_override)
qs = Book.objects.annotate(sums=Sum(F('rating') + F('pages') + F('price'),
output_field=IntegerField()))
self.assertEqual(str(qs.query).count('sum('), 1)
b1 = qs.get(pk=4)
self.assertEqual(b1.sums, 383)
# test changing the dict and delegating
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def lower_case_function_super(self, compiler, connection):
self.extra['function'] = self.function.lower()
2014-11-16 09:56:42 +08:00
return super(Sum, self).as_sql(compiler, connection)
setattr(Sum, 'as_' + connection.vendor, lower_case_function_super)
qs = Book.objects.annotate(sums=Sum(F('rating') + F('pages') + F('price'),
output_field=IntegerField()))
self.assertEqual(str(qs.query).count('sum('), 1)
b1 = qs.get(pk=4)
self.assertEqual(b1.sums, 383)
# test overriding all parts of the template
2014-11-16 09:56:42 +08:00
def be_evil(self, compiler, connection):
substitutions = dict(function='MAX', expressions='2')
substitutions.update(self.extra)
return self.template % substitutions, ()
setattr(Sum, 'as_' + connection.vendor, be_evil)
qs = Book.objects.annotate(sums=Sum(F('rating') + F('pages') + F('price'),
output_field=IntegerField()))
self.assertEqual(str(qs.query).count('MAX('), 1)
b1 = qs.get(pk=4)
self.assertEqual(b1.sums, 2)
finally:
delattr(Sum, 'as_' + connection.vendor)
def test_complex_values_aggregation(self):
max_rating = Book.objects.values('rating').aggregate(
double_max_rating=Max('rating') + Max('rating'))
self.assertEqual(max_rating['double_max_rating'], 5 * 2)
max_books_per_rating = Book.objects.values('rating').annotate(
books_per_rating=Count('id') + 5
).aggregate(Max('books_per_rating'))
self.assertEqual(
max_books_per_rating,
{'books_per_rating__max': 3 + 5})
def test_expression_on_aggregation(self):
# Create a plain expression
class Greatest(Func):
function = 'GREATEST'
2014-11-16 09:56:42 +08:00
def as_sqlite(self, compiler, connection):
return super(Greatest, self).as_sql(compiler, connection, function='MAX')
qs = Publisher.objects.annotate(
price_or_median=Greatest(Avg('book__rating'), Avg('book__price'))
).filter(price_or_median__gte=F('num_awards')).order_by('pk')
self.assertQuerysetEqual(
qs, [1, 2, 3, 4], lambda v: v.pk)
qs2 = Publisher.objects.annotate(
rating_or_num_awards=Greatest(Avg('book__rating'), F('num_awards'),
output_field=FloatField())
).filter(rating_or_num_awards__gt=F('num_awards')).order_by('pk')
self.assertQuerysetEqual(
qs2, [1, 2], lambda v: v.pk)
def test_backwards_compatibility(self):
class SqlNewSum(sql_aggregates.Aggregate):
sql_function = 'SUM'
class NewSum(Aggregate):
name = 'Sum'
def add_to_query(self, query, alias, col, source, is_summary):
klass = SqlNewSum
aggregate = klass(
col, source=source, is_summary=is_summary, **self.extra)
query.annotations[alias] = aggregate
with warnings.catch_warnings():
warnings.simplefilter("ignore", RemovedInDjango20Warning)
qs = Author.objects.values('name').annotate(another_age=NewSum('age') + F('age'))
a = qs.get(pk=1)
self.assertEqual(a['another_age'], 68)