1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
|
from __future__ import unicode_literals
from operator import attrgetter
from django.db import connection
from django.db.models import Value
from django.db.models.functions import Lower
from django.test import (
TestCase, override_settings, skipIfDBFeature, skipUnlessDBFeature,
)
from .models import (
Country, NoFields, Pizzeria, ProxyCountry, ProxyMultiCountry,
ProxyMultiProxyCountry, ProxyProxyCountry, Restaurant, State, TwoFields,
)
class BulkCreateTests(TestCase):
def setUp(self):
self.data = [
Country(name="United States of America", iso_two_letter="US"),
Country(name="The Netherlands", iso_two_letter="NL"),
Country(name="Germany", iso_two_letter="DE"),
Country(name="Czech Republic", iso_two_letter="CZ")
]
def test_simple(self):
created = Country.objects.bulk_create(self.data)
self.assertEqual(len(created), 4)
self.assertQuerysetEqual(Country.objects.order_by("-name"), [
"United States of America", "The Netherlands", "Germany", "Czech Republic"
], attrgetter("name"))
created = Country.objects.bulk_create([])
self.assertEqual(created, [])
self.assertEqual(Country.objects.count(), 4)
@skipUnlessDBFeature('has_bulk_insert')
def test_efficiency(self):
with self.assertNumQueries(1):
Country.objects.bulk_create(self.data)
def test_multi_table_inheritance_unsupported(self):
expected_message = "Can't bulk create a multi-table inherited model"
with self.assertRaisesMessage(ValueError, expected_message):
Pizzeria.objects.bulk_create([
Pizzeria(name="The Art of Pizza"),
])
with self.assertRaisesMessage(ValueError, expected_message):
ProxyMultiCountry.objects.bulk_create([
ProxyMultiCountry(name="Fillory", iso_two_letter="FL"),
])
with self.assertRaisesMessage(ValueError, expected_message):
ProxyMultiProxyCountry.objects.bulk_create([
ProxyMultiProxyCountry(name="Fillory", iso_two_letter="FL"),
])
def test_proxy_inheritance_supported(self):
ProxyCountry.objects.bulk_create([
ProxyCountry(name="Qwghlm", iso_two_letter="QW"),
Country(name="Tortall", iso_two_letter="TA"),
])
self.assertQuerysetEqual(ProxyCountry.objects.all(), {
"Qwghlm", "Tortall"
}, attrgetter("name"), ordered=False)
ProxyProxyCountry.objects.bulk_create([
ProxyProxyCountry(name="Neitherlands", iso_two_letter="NT"),
])
self.assertQuerysetEqual(ProxyProxyCountry.objects.all(), {
"Qwghlm", "Tortall", "Neitherlands",
}, attrgetter("name"), ordered=False)
def test_non_auto_increment_pk(self):
State.objects.bulk_create([
State(two_letter_code=s)
for s in ["IL", "NY", "CA", "ME"]
])
self.assertQuerysetEqual(State.objects.order_by("two_letter_code"), [
"CA", "IL", "ME", "NY",
], attrgetter("two_letter_code"))
@skipUnlessDBFeature('has_bulk_insert')
def test_non_auto_increment_pk_efficiency(self):
with self.assertNumQueries(1):
State.objects.bulk_create([
State(two_letter_code=s)
for s in ["IL", "NY", "CA", "ME"]
])
self.assertQuerysetEqual(State.objects.order_by("two_letter_code"), [
"CA", "IL", "ME", "NY",
], attrgetter("two_letter_code"))
@skipIfDBFeature('allows_auto_pk_0')
def test_zero_as_autoval(self):
"""
Zero as id for AutoField should raise exception in MySQL, because MySQL
does not allow zero for automatic primary key.
"""
valid_country = Country(name='Germany', iso_two_letter='DE')
invalid_country = Country(id=0, name='Poland', iso_two_letter='PL')
with self.assertRaises(ValueError):
Country.objects.bulk_create([valid_country, invalid_country])
def test_batch_same_vals(self):
# Sqlite had a problem where all the same-valued models were
# collapsed to one insert.
Restaurant.objects.bulk_create([
Restaurant(name='foo') for i in range(0, 2)
])
self.assertEqual(Restaurant.objects.count(), 2)
def test_large_batch(self):
with override_settings(DEBUG=True):
connection.queries_log.clear()
TwoFields.objects.bulk_create([
TwoFields(f1=i, f2=i + 1) for i in range(0, 1001)
])
self.assertEqual(TwoFields.objects.count(), 1001)
self.assertEqual(
TwoFields.objects.filter(f1__gte=450, f1__lte=550).count(),
101)
self.assertEqual(TwoFields.objects.filter(f2__gte=901).count(), 101)
@skipUnlessDBFeature('has_bulk_insert')
def test_large_single_field_batch(self):
# SQLite had a problem with more than 500 UNIONed selects in single
# query.
Restaurant.objects.bulk_create([
Restaurant() for i in range(0, 501)
])
@skipUnlessDBFeature('has_bulk_insert')
def test_large_batch_efficiency(self):
with override_settings(DEBUG=True):
connection.queries_log.clear()
TwoFields.objects.bulk_create([
TwoFields(f1=i, f2=i + 1) for i in range(0, 1001)
])
self.assertLess(len(connection.queries), 10)
def test_large_batch_mixed(self):
"""
Test inserting a large batch with objects having primary key set
mixed together with objects without PK set.
"""
with override_settings(DEBUG=True):
connection.queries_log.clear()
TwoFields.objects.bulk_create([
TwoFields(id=i if i % 2 == 0 else None, f1=i, f2=i + 1)
for i in range(100000, 101000)])
self.assertEqual(TwoFields.objects.count(), 1000)
# We can't assume much about the ID's created, except that the above
# created IDs must exist.
id_range = range(100000, 101000, 2)
self.assertEqual(TwoFields.objects.filter(id__in=id_range).count(), 500)
self.assertEqual(TwoFields.objects.exclude(id__in=id_range).count(), 500)
@skipUnlessDBFeature('has_bulk_insert')
def test_large_batch_mixed_efficiency(self):
"""
Test inserting a large batch with objects having primary key set
mixed together with objects without PK set.
"""
with override_settings(DEBUG=True):
connection.queries_log.clear()
TwoFields.objects.bulk_create([
TwoFields(id=i if i % 2 == 0 else None, f1=i, f2=i + 1)
for i in range(100000, 101000)])
self.assertLess(len(connection.queries), 10)
def test_explicit_batch_size(self):
objs = [TwoFields(f1=i, f2=i) for i in range(0, 4)]
TwoFields.objects.bulk_create(objs, 2)
self.assertEqual(TwoFields.objects.count(), len(objs))
TwoFields.objects.all().delete()
TwoFields.objects.bulk_create(objs, len(objs))
self.assertEqual(TwoFields.objects.count(), len(objs))
def test_empty_model(self):
NoFields.objects.bulk_create([NoFields() for i in range(2)])
self.assertEqual(NoFields.objects.count(), 2)
@skipUnlessDBFeature('has_bulk_insert')
def test_explicit_batch_size_efficiency(self):
objs = [TwoFields(f1=i, f2=i) for i in range(0, 100)]
with self.assertNumQueries(2):
TwoFields.objects.bulk_create(objs, 50)
TwoFields.objects.all().delete()
with self.assertNumQueries(1):
TwoFields.objects.bulk_create(objs, len(objs))
@skipUnlessDBFeature('has_bulk_insert')
def test_bulk_insert_expressions(self):
Restaurant.objects.bulk_create([
Restaurant(name="Sam's Shake Shack"),
Restaurant(name=Lower(Value("Betty's Beetroot Bar")))
])
bbb = Restaurant.objects.filter(name="betty's beetroot bar")
self.assertEqual(bbb.count(), 1)
|