是否有一种方法可以在执行查询时显示Django正在运行的SQL ?
当前回答
如果您需要为一些自定义SQL重用查询,还有另一种非常有用的方法。我曾在一个分析应用程序中使用过这种方法,它远远超出了Django的ORM所能轻松完成的范围,所以我将ORM生成的SQL作为子查询包含进来。
from django.db import connection
from myapp.models import SomeModel
queryset = SomeModel.objects.filter(foo='bar')
sql_query, params = queryset.query.as_sql(None, connection)
这将为您提供带有占位符的SQL,以及可以使用的带有查询参数的元组。你可以直接把它传递给DB:
with connection.connection.cursor(cursor_factory=DictCursor) as cursor:
cursor.execute(sql_query, params)
data = cursor.fetchall()
其他回答
你可以使用连接。在Django中运行原始SQL查询,如下所示:
# "store/views.py"
from django.db import transaction
from .models import Person
from django.db import connection
from django.http import HttpResponse
@transaction.atomic
def test(request):
Person.objects.create(name="John") # INSERT
qs = Person.objects.select_for_update().get(name="John") # SELECT FOR UPDATE
qs.name = "Tom"
qs.save() # UPDATE
qs.delete() # DELETE
for query in connection.queries: # Here
print(query)
return HttpResponse("Test")
然后,原始查询打印在控制台,如下所示:
{'sql': 'INSERT INTO "store_person" ("name") VALUES (\'John\') RETURNING "store_person"."id"', 'time': '0.000'}
{'sql': 'SELECT "store_person"."id", "store_person"."name" FROM "store_person" WHERE "store_person"."name" = \'John\' LIMIT 21 FOR UPDATE', 'time': '0.000'}
{'sql': 'UPDATE "store_person" SET "name" = \'Tom\' WHERE "store_person"."id" = 179', 'time': '0.000'}
{'sql': 'DELETE FROM "store_person" WHERE "store_person"."id" IN (179)', 'time': '0.000'}
[24/Dec/2022 06:29:32] "GET /store/test/ HTTP/1.1" 200 9
然后,把reset_queries()放在Person.objects.select_for_update()之后,如果你想只得到UPDATE和DELETE查询,而没有INSERT和SELECT FOR UPDATE查询,如下所示:
# "store/views.py"
from django.db import transaction
from .models import Person
from django.db import reset_queries
from django.db import connection
from django.http import HttpResponse
@transaction.atomic
def test(request):
Person.objects.create(name="John") # INSERT
qs = Person.objects.select_for_update().get(name="John") # SELECT FOR UPDATE
reset_queries() # Here
qs.name = "Tom"
qs.save() # UPDATE
qs.delete() # DELETE
for query in connection.queries: # Here
print(query)
return HttpResponse("Test")
然后,只打印UPDATE和DELETE查询,不打印INSERT和SELECT FOR UPDATE查询,如下所示:
{'sql': 'UPDATE "store_person" SET "name" = \'Tom\' WHERE "store_person"."id" = 190', 'time': '0.000'}
{'sql': 'DELETE FROM "store_person" WHERE "store_person"."id" IN (190)', 'time': '0.000'}
[24/Dec/2022 07:00:01] "GET /store/test/ HTTP/1.1" 200 9
我相信这应该工作,如果你使用PostgreSQL:
from django.db import connections
from app_name import models
from django.utils import timezone
# Generate a queryset, use your favorite filter, QS objects, and whatnot.
qs=models.ThisDataModel.objects.filter(user='bob',date__lte=timezone.now())
# Get a cursor tied to the default database
cursor=connections['default'].cursor()
# Get the query SQL and parameters to be passed into psycopg2, then pass
# those into mogrify to get the query that would have been sent to the backend
# and print it out. Note F-strings require python 3.6 or later.
print(f'{cursor.mogrify(*qs.query.sql_with_params())}')
django扩展有一个带参数print-sql的命令shell_plus
./manage.py shell_plus --print-sql
在django-shell中,所有执行的查询都会被打印出来
Ex.:
User.objects.get(pk=1)
SELECT "auth_user"."id",
"auth_user"."password",
"auth_user"."last_login",
"auth_user"."is_superuser",
"auth_user"."username",
"auth_user"."first_name",
"auth_user"."last_name",
"auth_user"."email",
"auth_user"."is_staff",
"auth_user"."is_active",
"auth_user"."date_joined"
FROM "auth_user"
WHERE "auth_user"."id" = 1
Execution time: 0.002466s [Database: default]
<User: username>
我已经做了一个你可以使用的小片段:
from django.conf import settings
from django.db import connection
def sql_echo(method, *args, **kwargs):
settings.DEBUG = True
result = method(*args, **kwargs)
for query in connection.queries:
print(query)
return result
# HOW TO USE EXAMPLE:
#
# result = sql_echo(my_method, 'whatever', show=True)
它以参数函数(包含sql查询)来检查和args, kwargs需要调用该函数。结果它返回函数返回的内容,并在控制台中打印SQL查询。
我为此开发了一个扩展,所以你可以很容易地在你的视图函数上放一个装饰器,看看有多少查询被执行了。
如何安装:
$ pip install django-print-sql
用作上下文管理器:
from django_print_sql import print_sql
# set `count_only` to `True` will print the number of executed SQL statements only
with print_sql(count_only=False):
# write the code you want to analyze in here,
# e.g. some complex foreign key lookup,
# or analyzing a DRF serializer's performance
for user in User.objects.all()[:10]:
user.groups.first()
装饰:用作装饰:
from django_print_sql import print_sql_decorator
@print_sql_decorator(count_only=False) # this works on class-based views as well
def get(request):
# your view code here
Github: https://github.com/rabbit-aaron/django-print-sql
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