django-cachalot/cachalot/tests/read.py
2014-10-20 23:43:10 +02:00

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# coding: utf-8
from __future__ import unicode_literals
import datetime
try:
from unittest import skip, skipIf
except ImportError: # For Python 2.6
from unittest2 import skip, skipIf
from django.conf import settings
from django.contrib.auth.models import Group, Permission, User
from django.db import connection, transaction
from django.db.models import Count
from django.db.transaction import TransactionManagementError
from django.test import TransactionTestCase, skipUnlessDBFeature
from .models import Test
class ReadTestCase(TransactionTestCase):
"""
Tests if every SQL request that only reads data is cached.
The only exception is for requests that dont go through the ORM, using
``QuerySet.extra`` with ``select`` or ``where`` arguments,
``Model.objects.raw``, or ``cursor.execute``.
"""
def setUp(self):
self.group = Group.objects.create(name='test_group')
self.group__permissions = list(Permission.objects.all()[:3])
self.group.permissions.add(*self.group__permissions)
self.user = User.objects.create_user('user')
self.user__permissions = list(Permission.objects.all()[3:6])
self.user.groups.add(self.group)
self.user.user_permissions.add(*self.user__permissions)
self.admin = User.objects.create_superuser('admin', 'admin@test.me',
'password')
self.t1__permission = (Permission.objects.order_by('?')
.select_related('content_type')[0])
self.t1 = Test.objects.create(
name='test1', owner=self.user,
date='1789-07-14', datetime='1789-07-14T16:43:27',
permission=self.t1__permission)
self.t2 = Test.objects.create(
name='test2', owner=self.admin, public=True,
date='1944-06-06', datetime='1944-06-06T06:35:00')
def test_empty(self):
with self.assertNumQueries(0):
data1 = list(Test.objects.none())
with self.assertNumQueries(0):
data2 = list(Test.objects.none())
self.assertListEqual(data2, data1)
self.assertListEqual(data2, [])
def test_exists(self):
with self.assertNumQueries(1):
n1 = Test.objects.exists()
with self.assertNumQueries(0):
n2 = Test.objects.exists()
self.assertEqual(n2, n1)
self.assertTrue(n2)
def test_count(self):
with self.assertNumQueries(1):
n1 = Test.objects.count()
with self.assertNumQueries(0):
n2 = Test.objects.count()
self.assertEqual(n2, n1)
self.assertEqual(n2, 2)
def test_get(self):
with self.assertNumQueries(1):
data1 = Test.objects.get(name='test1')
with self.assertNumQueries(0):
data2 = Test.objects.get(name='test1')
self.assertEqual(data2, data1)
self.assertEqual(data2, self.t1)
def test_first(self):
with self.assertNumQueries(1):
self.assertEqual(Test.objects.filter(name='bad').first(), None)
with self.assertNumQueries(0):
self.assertEqual(Test.objects.filter(name='bad').first(), None)
with self.assertNumQueries(1):
data1 = Test.objects.first()
with self.assertNumQueries(0):
data2 = Test.objects.first()
self.assertEqual(data2, data1)
self.assertEqual(data2, self.t1)
def test_last(self):
with self.assertNumQueries(1):
data1 = Test.objects.last()
with self.assertNumQueries(0):
data2 = Test.objects.last()
self.assertEqual(data2, data1)
self.assertEqual(data2, self.t2)
def test_all(self):
with self.assertNumQueries(1):
data1 = list(Test.objects.all())
with self.assertNumQueries(0):
data2 = list(Test.objects.all())
self.assertListEqual(data2, data1)
self.assertListEqual(data2, [self.t1, self.t2])
def test_filter(self):
with self.assertNumQueries(1):
data1 = list(Test.objects.filter(public=True))
with self.assertNumQueries(0):
data2 = list(Test.objects.filter(public=True))
self.assertListEqual(data2, data1)
self.assertListEqual(data2, [self.t2])
with self.assertNumQueries(1):
data1 = list(Test.objects.filter(name__in=['test2', 'test72']))
with self.assertNumQueries(0):
data2 = list(Test.objects.filter(name__in=['test2', 'test72']))
self.assertListEqual(data2, data1)
self.assertListEqual(data2, [self.t2])
def test_filter_empty(self):
with self.assertNumQueries(1):
data1 = list(Test.objects.filter(public=True,
name='user'))
with self.assertNumQueries(0):
data2 = list(Test.objects.filter(public=True,
name='user'))
self.assertListEqual(data2, data1)
self.assertListEqual(data2, [])
def test_exclude(self):
with self.assertNumQueries(1):
data1 = list(Test.objects.exclude(public=True))
with self.assertNumQueries(0):
data2 = list(Test.objects.exclude(public=True))
self.assertListEqual(data2, data1)
self.assertListEqual(data2, [self.t1])
with self.assertNumQueries(1):
data1 = list(Test.objects.exclude(name__in=['test2', 'test72']))
with self.assertNumQueries(0):
data2 = list(Test.objects.exclude(name__in=['test2', 'test72']))
self.assertListEqual(data2, data1)
self.assertListEqual(data2, [self.t1])
def test_slicing(self):
with self.assertNumQueries(1):
data1 = list(Test.objects.all()[:1])
with self.assertNumQueries(0):
data2 = list(Test.objects.all()[:1])
self.assertListEqual(data2, data1)
self.assertListEqual(data2, [self.t1])
def test_order_by(self):
with self.assertNumQueries(1):
data1 = list(Test.objects.order_by('pk'))
with self.assertNumQueries(0):
data2 = list(Test.objects.order_by('pk'))
self.assertListEqual(data2, data1)
self.assertListEqual(data2, [self.t1, self.t2])
with self.assertNumQueries(1):
data1 = list(Test.objects.order_by('-name'))
with self.assertNumQueries(0):
data2 = list(Test.objects.order_by('-name'))
self.assertListEqual(data2, data1)
self.assertListEqual(data2, [self.t2, self.t1])
def test_reverse(self):
with self.assertNumQueries(1):
data1 = list(Test.objects.reverse())
with self.assertNumQueries(0):
data2 = list(Test.objects.reverse())
self.assertListEqual(data2, data1)
self.assertListEqual(data2, [self.t2, self.t1])
def test_distinct(self):
# We ensure that the query without distinct should return duplicate
# objects, in order to have a real-world example.
data1 = list(Test.objects.filter(
owner__user_permissions__content_type__app_label='auth'))
self.assertEqual(len(data1), 3)
self.assertListEqual(data1, [self.t1] * 3)
with self.assertNumQueries(1):
data2 = list(Test.objects.filter(
owner__user_permissions__content_type__app_label='auth'
).distinct())
with self.assertNumQueries(0):
data3 = list(Test.objects.filter(
owner__user_permissions__content_type__app_label='auth'
).distinct())
self.assertListEqual(data3, data2)
self.assertEqual(len(data3), 1)
self.assertListEqual(data3, [self.t1])
def test_iterator(self):
with self.assertNumQueries(1):
data1 = list(Test.objects.iterator())
with self.assertNumQueries(0):
data2 = list(Test.objects.iterator())
self.assertListEqual(data2, data1)
self.assertListEqual(data2, [self.t1, self.t2])
def test_in_bulk(self):
with self.assertNumQueries(1):
data1 = Test.objects.in_bulk((5432, self.t2.pk, 9200))
with self.assertNumQueries(0):
data2 = Test.objects.in_bulk((5432, self.t2.pk, 9200))
self.assertDictEqual(data2, data1)
self.assertDictEqual(data2, {self.t2.pk: self.t2})
def test_values(self):
with self.assertNumQueries(1):
data1 = list(Test.objects.values('name', 'public'))
with self.assertNumQueries(0):
data2 = list(Test.objects.values('name', 'public'))
self.assertEqual(len(data1), 2)
self.assertEqual(len(data2), 2)
for row1, row2 in zip(data1, data2):
self.assertDictEqual(row2, row1)
self.assertDictEqual(data2[0], {'name': 'test1', 'public': False})
self.assertDictEqual(data2[1], {'name': 'test2', 'public': True})
def test_values_list(self):
with self.assertNumQueries(1):
data1 = list(Test.objects.values_list('name', flat=True))
with self.assertNumQueries(0):
data2 = list(Test.objects.values_list('name', flat=True))
self.assertListEqual(data2, data1)
self.assertListEqual(data2, ['test1', 'test2'])
def test_earliest(self):
with self.assertNumQueries(1):
data1 = Test.objects.earliest('date')
with self.assertNumQueries(0):
data2 = Test.objects.earliest('date')
self.assertEqual(data2, data1)
self.assertEqual(data2, self.t1)
def test_latest(self):
with self.assertNumQueries(1):
data1 = Test.objects.latest('date')
with self.assertNumQueries(0):
data2 = Test.objects.latest('date')
self.assertEqual(data2, data1)
self.assertEqual(data2, self.t2)
def test_dates(self):
with self.assertNumQueries(1):
data1 = list(Test.objects.dates('date', 'year'))
with self.assertNumQueries(0):
data2 = list(Test.objects.dates('date', 'year'))
self.assertListEqual(data2, data1)
self.assertListEqual(data2, [datetime.date(1789, 1, 1),
datetime.date(1944, 1, 1)])
def test_datetimes(self):
with self.assertNumQueries(1):
data1 = list(Test.objects.datetimes('datetime', 'hour'))
with self.assertNumQueries(0):
data2 = list(Test.objects.datetimes('datetime', 'hour'))
self.assertListEqual(data2, data1)
self.assertListEqual(data2, [datetime.datetime(1789, 7, 14, 16),
datetime.datetime(1944, 6, 6, 6)])
def test_subquery(self):
with self.assertNumQueries(1):
data1 = list(Test.objects.filter(owner__in=User.objects.all()))
with self.assertNumQueries(0):
data2 = list(Test.objects.filter(owner__in=User.objects.all()))
self.assertListEqual(data2, data1)
self.assertListEqual(data2, [self.t1, self.t2])
with self.assertNumQueries(1):
data3 = list(Test.objects.filter(
owner__groups__permissions__in=Permission.objects.all()))
with self.assertNumQueries(0):
data4 = list(Test.objects.filter(
owner__groups__permissions__in=Permission.objects.all()))
self.assertListEqual(data4, data3)
self.assertListEqual(data4, [self.t1, self.t1, self.t1])
with self.assertNumQueries(1):
data5 = list(
Test.objects.filter(
owner__groups__permissions__in=Permission.objects.all()
).distinct())
with self.assertNumQueries(0):
data6 = list(
Test.objects.filter(
owner__groups__permissions__in=Permission.objects.all()
).distinct())
self.assertListEqual(data6, data5)
self.assertListEqual(data6, [self.t1])
def test_aggregate(self):
Test.objects.create(name='test3', owner=self.user)
with self.assertNumQueries(1):
n1 = User.objects.aggregate(n=Count('test'))['n']
with self.assertNumQueries(0):
n2 = User.objects.aggregate(n=Count('test'))['n']
self.assertEqual(n2, n1)
self.assertEqual(n2, 3)
def test_annotate(self):
Test.objects.create(name='test3', owner=self.user)
with self.assertNumQueries(1):
data1 = list(User.objects.annotate(n=Count('test')).order_by('pk')
.values_list('n', flat=True))
with self.assertNumQueries(0):
data2 = list(User.objects.annotate(n=Count('test')).order_by('pk')
.values_list('n', flat=True))
self.assertListEqual(data2, data1)
self.assertListEqual(data2, [2, 1])
def test_only(self):
with self.assertNumQueries(1):
t1 = Test.objects.only('name').first()
t1.name
with self.assertNumQueries(0):
t2 = Test.objects.only('name').first()
t2.name
with self.assertNumQueries(1):
t1.public
with self.assertNumQueries(0):
t2.public
self.assertEqual(t2, t1)
self.assertEqual(t2.name, t1.name)
self.assertEqual(t2.public, t1.public)
def test_defer(self):
with self.assertNumQueries(1):
t1 = Test.objects.defer('name').first()
t1.public
with self.assertNumQueries(0):
t2 = Test.objects.defer('name').first()
t2.public
with self.assertNumQueries(1):
t1.name
with self.assertNumQueries(0):
t2.name
self.assertEqual(t2, t1)
self.assertEqual(t2.name, t1.name)
self.assertEqual(t2.public, t1.public)
def test_select_related(self):
# Simple select_related
with self.assertNumQueries(1):
t1 = Test.objects.select_related('owner').get(name='test1')
self.assertEqual(t1.owner, self.user)
with self.assertNumQueries(0):
t2 = Test.objects.select_related('owner').get(name='test1')
self.assertEqual(t2.owner, self.user)
self.assertEqual(t2, t1)
self.assertEqual(t2, self.t1)
# Select_related through a foreign key
with self.assertNumQueries(1):
t3 = Test.objects.select_related('permission__content_type')[0]
self.assertEqual(t3.permission, self.t1.permission)
self.assertEqual(t3.permission.content_type,
self.t1__permission.content_type)
with self.assertNumQueries(0):
t4 = Test.objects.select_related('permission__content_type')[0]
self.assertEqual(t4.permission, self.t1.permission)
self.assertEqual(t4.permission.content_type,
self.t1__permission.content_type)
self.assertEqual(t4, t3)
self.assertEqual(t4, self.t1)
def test_prefetch_related(self):
is_mysql = connection.vendor == 'mysql'
# Simple prefetch_related
with self.assertNumQueries(2):
data1 = list(User.objects.prefetch_related('user_permissions'))
with self.assertNumQueries(0):
permissions1 = [p for u in data1 for p in u.user_permissions.all()]
with self.assertNumQueries(1 if is_mysql else 0):
data2 = list(User.objects.prefetch_related('user_permissions'))
permissions2 = [p for u in data2 for p in u.user_permissions.all()]
self.assertListEqual(permissions2, permissions1)
self.assertListEqual(permissions2, self.user__permissions)
# Prefetch_related through a foreign key where exactly
# the same prefetch_related SQL request was executed before
with self.assertNumQueries(2 if is_mysql else 1):
data3 = list(Test.objects.select_related('owner')
.prefetch_related('owner__user_permissions'))
with self.assertNumQueries(0):
permissions3 = [p for t in data3
for p in t.owner.user_permissions.all()]
with self.assertNumQueries(1 if is_mysql else 0):
data4 = list(Test.objects.select_related('owner')
.prefetch_related('owner__user_permissions'))
permissions4 = [p for t in data4
for p in t.owner.user_permissions.all()]
self.assertListEqual(permissions4, permissions3)
self.assertListEqual(permissions4, self.user__permissions)
# Prefetch_related through a foreign key where exactly
# the same prefetch_related SQL request was not fetched before
with self.assertNumQueries(2):
data5 = list(Test.objects
.select_related('owner')
.prefetch_related('owner__user_permissions')[:1])
with self.assertNumQueries(0):
permissions5 = [p for t in data5
for p in t.owner.user_permissions.all()]
with self.assertNumQueries(1 if is_mysql else 0):
data6 = list(Test.objects.select_related('owner')
.prefetch_related('owner__user_permissions')[:1])
permissions6 = [p for t in data6
for p in t.owner.user_permissions.all()]
self.assertListEqual(permissions6, permissions5)
self.assertListEqual(permissions6, self.user__permissions)
# Prefetch_related through a many to many
with self.assertNumQueries(2):
data7 = list(Test.objects.select_related('owner')
.prefetch_related('owner__groups__permissions'))
with self.assertNumQueries(0):
permissions7 = [p for t in data7
for g in t.owner.groups.all()
for p in g.permissions.all()]
with self.assertNumQueries(2 if is_mysql else 0):
data8 = list(Test.objects.select_related('owner')
.prefetch_related('owner__groups__permissions'))
permissions8 = [p for t in data8
for g in t.owner.groups.all()
for p in g.permissions.all()]
self.assertListEqual(permissions8, permissions7)
self.assertListEqual(permissions8, self.group__permissions)
@skipIf(len(settings.CACHES) == 1,
'We cant change the cache used since theres only one configured')
def test_using(self):
with self.assertNumQueries(1):
data1 = list(Test.objects.all())
self.assertListEqual(data1, [self.t1, self.t2])
other_cache_alias = [alias for alias in settings.DATABASES
if alias != 'default'][0]
with self.assertNumQueries(1, using=other_cache_alias):
data2 = list(Test.objects.using(other_cache_alias))
self.assertListEqual(data2, [])
@skipUnlessDBFeature('has_select_for_update')
def test_select_for_update(self):
with self.assertRaises(TransactionManagementError):
list(Test.objects.select_for_update())
with self.assertNumQueries(1):
with transaction.atomic():
data1 = list(Test.objects.select_for_update())
self.assertListEqual(data1, [self.t1, self.t2])
self.assertListEqual([t.name for t in data1],
['test1', 'test2'])
with self.assertNumQueries(0):
with transaction.atomic():
data2 = list(Test.objects.select_for_update())
self.assertListEqual(data2, [self.t1, self.t2])
self.assertListEqual([t.name for t in data2],
['test1', 'test2'])
def test_extra_select(self):
"""
Tests if ``QuerySet.extra(select=…)`` is not cached.
"""
username_length_sql = """
SELECT LENGTH(%(user_table)s.username)
FROM %(user_table)s
WHERE %(user_table)s.id = %(test_table)s.owner_id
""" % {'user_table': User._meta.db_table,
'test_table': Test._meta.db_table}
with self.assertNumQueries(1):
data1 = list(Test.objects.extra(
select={'username_length': username_length_sql}))
with self.assertNumQueries(1):
data2 = list(Test.objects.extra(
select={'username_length': username_length_sql}))
self.assertListEqual(data2, data1)
self.assertListEqual([o.username_length for o in data2],
[o.username_length for o in data1])
self.assertListEqual([o.username_length for o in data2],
[4, 5])
def test_extra_where(self):
"""
Tests if ``QuerySet.extra(where=…)`` is not cached.
The ``where`` list of a ``QuerySet.extra`` can contain subqueries,
and since its unparsed pure SQL, it cant be reliably invalidated.
"""
sql_condition = ("owner_id IN "
"(SELECT id FROM auth_user WHERE username = 'admin')")
with self.assertNumQueries(1):
data1 = list(Test.objects.extra(where=[sql_condition]))
with self.assertNumQueries(1):
data2 = list(Test.objects.extra(where=[sql_condition]))
self.assertListEqual(data2, data1)
self.assertListEqual(data2, [self.t2])
def test_extra_tables(self):
"""
Tests if ``QuerySet.extra(tables=…)`` is cached.
``tables`` can only define table names, so we can reliably invalidate
such queries.
"""
# QUESTION: Is there a way to access extra tables data without
# an extra select?
with self.assertNumQueries(1):
list(Test.objects.extra(tables=['auth_user']))
with self.assertNumQueries(0):
list(Test.objects.extra(tables=['auth_user']))
def test_extra_order_by(self):
"""
Tests if ``QuerySet.extra(order_by=…)`` is cached.
As far as I know, the ``order_by`` list of a ``QuerySet.extra``
cant select data from other tables.
"""
with self.assertNumQueries(1):
data1 = list(Test.objects.extra(order_by=['-cachalot_test.name']))
with self.assertNumQueries(0):
data2 = list(Test.objects.extra(order_by=['-cachalot_test.name']))
self.assertListEqual(data2, data1)
self.assertListEqual(data2, [self.t2, self.t1])
def test_raw(self):
"""
Tests if ``Model.objects.raw`` queries are not cached.
"""
sql = 'SELECT * FROM %s;' % Test._meta.db_table
with self.assertNumQueries(1):
data1 = list(Test.objects.raw(sql))
with self.assertNumQueries(1):
data2 = list(Test.objects.raw(sql))
self.assertListEqual(data2, data1)
self.assertListEqual(data2, [self.t1, self.t2])
def test_cursor_execute(self):
"""
Tests if queries executed from a DB cursor are not cached.
"""
sql = 'SELECT * FROM %s;' % Test._meta.db_table
with self.assertNumQueries(1):
cursor = connection.cursor()
cursor.execute(sql)
data1 = list(cursor.fetchall())
cursor.close()
with self.assertNumQueries(1):
cursor = connection.cursor()
cursor.execute(sql)
data2 = list(cursor.fetchall())
cursor.close()
self.assertListEqual(data2, data1)
self.assertListEqual(data2, list(Test.objects.values_list()))