實例的背景說明
假定一個個人信息系統,需要記錄系統中各個人的故鄉、居住地、以及到過的城市。數據庫設計如下:

Models.py 內容如下:
from django.db import models class Province(models.Model): name = models.CharField(max_length=10) def __unicode__(self): return self.name class City(models.Model): name = models.CharField(max_length=5) province = models.ForeignKey(Province) def __unicode__(self): return self.name class Person(models.Model): firstname = models.CharField(max_length=10) lastname = models.CharField(max_length=10) visitation = models.ManyToManyField(City, related_name = "visitor") hometown = models.ForeignKey(City, related_name = "birth") living = models.ForeignKey(City, related_name = "citizen") def __unicode__(self): return self.firstname + self.lastname
注1:創建的app名為“QSOptimize”
注2:為了簡化起見,`qsoptimize_province` 表中只有2條數據:湖北省和廣東省,`qsoptimize_city`表中只有三條數據:武漢市、十堰市和廣州市
如果我們想要獲得所有家鄉是湖北的人,最無腦的做法是先獲得湖北省,再獲得湖北的所有城市,最后獲得故鄉是這個城市的人。就像這樣:
>>> hb = Province.objects.get(name__iexact=u"湖北省")>>> people = []>>> for city in hb.city_set.all():... people.extend(city.birth.all())...
顯然這不是一個明智的選擇,因為這樣做會導致1+(湖北省城市數)次SQL查詢。反正是個反例,導致的查詢和獲得掉結果就不列出來了。
prefetch_related() 或許是一個好的解決方法,讓我們來看看。
>>> hb = Province.objects.prefetch_related("city_set__birth").objects.get(name__iexact=u"湖北省")>>> people = []>>> for city in hb.city_set.all():... people.extend(city.birth.all())...因為是一個深度為2的prefetch,所以會導致3次SQL查詢:
SELECT `QSOptimize_province`.`id`, `QSOptimize_province`.`name`FROM `QSOptimize_province`WHERE `QSOptimize_province`.`name` LIKE '湖北省' ; SELECT `QSOptimize_city`.`id`, `QSOptimize_city`.`name`, `QSOptimize_city`.`province_id`FROM `QSOptimize_city`WHERE `QSOptimize_city`.`province_id` IN (1); SELECT `QSOptimize_person`.`id`, `QSOptimize_person`.`firstname`, `QSOptimize_person`.`lastname`,`QSOptimize_person`.`hometown_id`, `QSOptimize_person`.`living_id`FROM `QSOptimize_person`WHERE `QSOptimize_person`.`hometown_id` IN (1, 3);
嗯…看上去不錯,但是3次查詢么?倒過來查詢可能會更簡單?
>>> people = list(Person.objects.select_related("hometown__province").filter(hometown__province__name__iexact=u"湖北省")) SELECT `QSOptimize_person`.`id`, `QSOptimize_person`.`firstname`, `QSOptimize_person`.`lastname`,`QSOptimize_person`.`hometown_id`, `QSOptimize_person`.`living_id`, `QSOptimize_city`.`id`,`QSOptimize_city`.`name`, `QSOptimize_city`.`province_id`, `QSOptimize_province`.`id`, `QSOptimize_province`.`name`FROM `QSOptimize_person`INNER JOIN `QSOptimize_city` ON (`QSOptimize_person`.`hometown_id` = `QSOptimize_city`.`id`)INNER JOIN `QSOptimize_province` ON (`QSOptimize_city`.`province_id` = `QSOptimize_province`.`id`)WHERE `QSOptimize_province`.`name` LIKE '湖北省'; +----+-----------+----------+-------------+-----------+----+--------+-------------+----+--------+| id | firstname | lastname | hometown_id | living_id | id | name | province_id | id | name |+----+-----------+----------+-------------+-----------+----+--------+-------------+----+--------+| 1 | 張 | 三 | 3 | 1 | 3 | 十堰市 | 1 | 1 | 湖北省 || 2 | 李 | 四 | 1 | 3 | 1 | 武漢市 | 1 | 1 | 湖北省 || 3 | 王 | 麻子 | 3 | 2 | 3 | 十堰市 | 1 | 1 | 湖北省 |+----+-----------+----------+-------------+-----------+----+--------+-------------+----+--------+3 rows in set (0.00 sec)
新聞熱點
疑難解答