python django 数据库查询
作者：我就是个世界
发表于：2011-07-12
来源：[url=http://www.cnblogs.com/kidstudy/archive/2009/11/23/1608452.html]whoiswho[/url]
[b]python django 数据库查询[/b]
__exact 精确等于 like 'aaa'
__iexact 精确等于 忽略大小写 ilike 'aaa'
__contains 包含 like '%aaa%'
__icontains 包含 忽略大小写 ilike '%aaa%'，但是对于sqlite来说，contains的作用效果等同于icontains。
__gt 大于
__gte 大于等于
__lt 小于
__lte 小于等于[separator]
__in 存在于一个list范围内
__startswith 以...开头
__istartswith 以...开头 忽略大小写
__endswith 以...结尾
__iendswith 以...结尾，忽略大小写
__range 在...范围内
__year 日期字段的年份
__month 日期字段的月份
__day 日期字段的日
__isnull=True/False
__isnull=True 与 __exact=None的区别
class Blog(models.Model):
name = models.CharField(max_length=100)
tagline = models.TextField()
def __unicode__(self):
return self.name
class Author(models.Model):
name = models.CharField(max_length=50)
email = models.EmailField()
def __unicode__(self):
return self.name
class Entry(models.Model):
blog = models.ForeignKey(Blog)
headline = models.CharField(max_length=255)
body_text = models.TextField()
pub_date = models.DateTimeField()
authors = models.ManyToManyField(Author)
def __unicode__(self):
return self.headline
这是model，有blog，author，以及entry；其中entry分别与blog与author表关 联，entry与blog表是通过 外键(models.ForeignKey())相连，属于一对多的关系，即一个entry对应多个blog，entry与author是多对多的关系， 通过modles.ManyToManyField()实现。
一、插入数据库，用save()方法实现，如下：
>>> from mysite.blog.models import Blog
>>> b = Blog(name='Beatles Blog', tagline='All the latest Beatles news.')
>>> b.save()
二、更新数据库，也用save()方法实现，如下：
>> b5.name = 'New name'
>> b5.save()
保存外键和多对多关系的字段，如下例子：
更新外键字段和普通的字段一样，只要指定一个对象的正确类型。
>>> cheese_blog = Blog.objects.get(name="Cheddar Talk")
>>> entry.blog = cheese_blog
>>> entry.save()
更新多对多字段时又一点不太一样，使用add()方法添加相关联的字段的值。
>> joe = Author.objects.create(name="Joe")
>> entry.authors.add(joe)
三、检索对象
>>> Blog.objects
>>> b = Blog(name='Foo', tagline='Bar')
>>> b.objects
Traceback:
...
AttributeError: "Manager isn't accessible via Blog instances."
1、检索所有的对象
>>> all_entries = Entry.objects.all()
使用all()方法返回数据库中的所有对象。
2、检索特定的对象
使用以下两个方法：
fileter(**kwargs)
返回一个与参数匹配的QuerySet,相当于等于(=).
exclude(**kwargs)
返回一个与参数不匹配的QuerySet,相当于不等于(!=)。
Entry.objects.filter(pub_date__year=2006)
不使用Entry.objects.all().filter(pub_date__year=2006),虽然也能运行，all()最好再获取所有的对象时使用。
上面的例子等同于的sql语句：
slect * from entry where pub_date_year='2006'
链接过滤器：
>>> Entry.objects.filter(
... headline__startswith='What'
... ).exclude(
... pub_date__gte=datetime.now()
... ).filter(
... pub_date__gte=datetime(2005, 1, 1)
... )
最后返回的QuerySet是headline like 'What%' and put_date2005-01-01
另外一种方法：
>> q1 = Entry.objects.filter(headline__startswith="What")
>> q2 = q1.exclude(pub_date__gte=datetime.now())
>> q3 = q1.filter(pub_date__gte=datetime.now())
这种方法的好处是可以对q1进行重用。
QuerySet是延迟加载
只在使用的时候才会去访问数据库，如下：
>>> q = Entry.objects.filter(headline__startswith="What")
>>> q = q.filter(pub_date__lte=datetime.now())
>>> q = q.exclude(body_text__icontains="food")
>>> print q
在print q时才会访问数据库。
其他的QuerySet方法
>>> Entry.objects.all()[:5]
这是查找前5个entry表里的数据
>>> Entry.objects.all()[5:10]
这是查找从第5个到第10个之间的数据。
>>> Entry.objects.all()[:10:2]
这是查询从第0个开始到第10个，步长为2的数据。
>>> Entry.objects.order_by('headline')[0]
这是取按headline字段排序后的第一个对象。
>>> Entry.objects.order_by('headline')[0:1].get()
这和上面的等同的。
>>> Entry.objects.filter(pub_date__lte='2006-01-01')
等同于SELECT * FROM blog_entry WHERE pub_date <= '2006-01-01';
>>> Entry.objects.get(headline__exact="Man bites dog")
等同于SELECT ... WHERE headline = 'Man bites dog';
>>> Blog.objects.get(id__exact=14) # Explicit form
>>> Blog.objects.get(id=14) # __exact is implied
这两种方式是等同的，都是查找id=14的对象。
>>> Blog.objects.get(name__iexact="beatles blog")
查找name="beatles blog"的对象，不去饭大小写。
Entry.objects.get(headline__contains='Lennon')
等同于SELECT ... WHERE headline LIKE '%Lennon%';
startswith 等同于sql语句中的 name like 'Lennon%',
endswith等同于sql语句中的 name like '%Lennon'.
>>> Entry.objects.filter(blog__name__exact='Beatles Blog')
查找entry表中外键关系blog_name='Beatles Blog'的Entry对象。
>>> Blog.objects.filter(entry__headline__contains='Lennon')
查找blog表中外键关系entry表中的headline字段中包含Lennon的blog数据。
Blog.objects.filter(entry__author__name='Lennon')
查找blog表中外键关系entry表中的author字段中包含Lennon的blog数据。
Blog.objects.filter(entry__author__name__isnull=True)
Blog.objects.filter(entry__author__isnull=False,entry__author__name__isnull=True)
查询的是author_name为null的值
Blog.objects.filter(entry__headline__contains='Lennon',entry__pub_date__year=2008)
Blog.objects.filter(entry__headline__contains='Lennon').filter( entry__pub_date__year=2008)
这两种查询在某些情况下是相同的，某些情况下是不同的。第一种是限制所有的blog数据的，而第二种情况则是第一个filter是
限制blog的，而第二个filter则是限制entry的
>>> Blog.objects.get(id__exact=14) # Explicit form
>>> Blog.objects.get(id=14) # __exact is implied
>>> Blog.objects.get(pk=14) # pk implies id__exact
等同于select * from where id=14
# Get blogs entries with id 1, 4 and 7
>>> Blog.objects.filter(pk__in=[1,4,7])
等同于select * from where id in{1,4,7}
# Get all blog entries with id > 14
>>> Blog.objects.filter(pk__gt=14)
等同于select * from id>14
>>> Entry.objects.filter(blog__id__exact=3) # Explicit form
>>> Entry.objects.filter(blog__id=3) # __exact is implied
>>> Entry.objects.filter(blog__pk=3) # __pk implies __id__exact
这三种情况是相同的
>>> Entry.objects.filter(headline__contains='%')
等同于SELECT ... WHERE headline LIKE '%\%%';
Caching and QuerySets
>>> print [e.headline for e in Entry.objects.all()]
>>> print [e.pub_date for e in Entry.objects.all()]
应改写为：
>> queryset = Poll.objects.all()
>>> print [p.headline for p in queryset] # Evaluate the query set.
>>> print [p.pub_date for p in queryset] # Re-use the cache from the evaluation.、
这样利用缓存，减少访问数据库的次数。
四、用Q对象实现复杂的查询
Q(question__startswith='Who') | Q(question__startswith='What')
等同于WHERE question LIKE 'Who%' OR question LIKE 'What%'
Poll.objects.get(
Q(question__startswith='Who'),
Q(pub_date=date(2005, 5, 2)) | Q(pub_date=date(2005, 5, 6))
)
等同于SELECT * from polls WHERE question LIKE 'Who%' AND (pub_date = '2005-05-02' OR pub_date = '2005-05-06')
Poll.objects.get(
Q(pub_date=date(2005, 5, 2)) | Q(pub_date=date(2005, 5, 6)),
question__startswith='Who')
等同于Poll.objects.get(question__startswith='Who', Q(pub_date=date(2005, 5, 2)) | Q(pub_date=date(2005, 5, 6)))
五、比较对象
>>> some_entry == other_entry
>>> some_entry.id == other_entry.id
六、删除
Entry.objects.filter(pub_date__year=2005).delete()
b = Blog.objects.get(pk=1)
# This will delete the Blog and all of its Entry objects.
b.delete()
Entry.objects.all().delete()
删除所有
七、一次更新多个值
# Update all the headlines with pub_date in 2007.
Entry.objects.filter(pub_date__year=2007).update(headline='Everything is the same')
>>> b = Blog.objects.get(pk=1)
# Change every Entry so that it belongs to this Blog.
>>> Entry.objects.all().update(blog=b)
如果用save()方法，必须一个一个进行保存，需要对其就行遍历，如下：
for item in my_queryset:
item.save()
关联对象
one-to-many
>>> e = Entry.objects.get(id=2)
>>> e.blog # Returns the related Blog object.
>>> e = Entry.objects.get(id=2)
>>> e.blog = some_blog
>>> e.save()
>>> e = Entry.objects.get(id=2)
>>> e.blog = None
>>> e.save() # "UPDATE blog_entry SET blog_id = NULL ...;"
>>> e = Entry.objects.get(id=2)
>>> print e.blog # Hits the database to retrieve the associated Blog.
>>> print e.blog # Doesn't hit the database; uses cached version.
>>> e = Entry.objects.select_related().get(id=2)
>>> print e.blog # Doesn't hit the database; uses cached version.
>>> print e.blog # Doesn't hit the database; uses cached version
>>> b = Blog.objects.get(id=1)
>>> b.entry_set.all() # Returns all Entry objects related to Blog.
# b.entry_set is a Manager that returns QuerySets.
>>> b.entry_set.filter(headline__contains='Lennon')
>>> b.entry_set.count()
>>> b = Blog.objects.get(id=1)
>>> b.entries.all() # Returns all Entry objects related to Blog.
# b.entries is a Manager that returns QuerySets.
>>> b.entries.filter(headline__contains='Lennon')
>>> b.entries.count()
You cannot access a reverse ForeignKey Manager from the class; it must be accessed from an instance:
>>> Blog.entry_set
add(obj1, obj2, ...)
Adds the specified model objects to the related object set.
create(**kwargs)
Creates a new object, saves it and puts it in the related object set. Returns the newly created object.
remove(obj1, obj2, ...)
Removes the specified model objects from the related object set.
clear()
Removes all objects from the related object set.
many-to-many类型：
e = Entry.objects.get(id=3)
e.authors.all() # Returns all Author objects for this Entry.
e.authors.count()
e.authors.filter(name__contains='John')
a = Author.objects.get(id=5)
a.entry_set.all() # Returns all Entry objects for this Author.
one-to-one 类型：
class EntryDetail(models.Model):
entry = models.OneToOneField(Entry)
details = models.TextField()
ed = EntryDetail.objects.get(id=2)
ed.entry # Returns the related Entry object
使用sql语句进行查询：
def my_custom_sql(self):
from django.db import connection
cursor = connection.cursor()
cursor.execute("SELECT foo FROM bar WHERE baz = %s", [self.baz])
row = cursor.fetchone()
return row
[b]python django 数据库查询[/b]
__exact 精确等于 like 'aaa'
__iexact 精确等于 忽略大小写 ilike 'aaa'
__contains 包含 like '%aaa%'
__icontains 包含 忽略大小写 ilike '%aaa%'，但是对于sqlite来说，contains的作用效果等同于icontains。
__gt 大于
__gte 大于等于
__lt 小于
__lte 小于等于[separator]
__in 存在于一个list范围内
__startswith 以...开头
__istartswith 以...开头 忽略大小写
__endswith 以...结尾
__iendswith 以...结尾，忽略大小写
__range 在...范围内
__year 日期字段的年份
__month 日期字段的月份
__day 日期字段的日
__isnull=True/False
__isnull=True 与 __exact=None的区别
class Blog(models.Model):
name = models.CharField(max_length=100)
tagline = models.TextField()
def __unicode__(self):
return self.name
class Author(models.Model):
name = models.CharField(max_length=50)
email = models.EmailField()
def __unicode__(self):
return self.name
class Entry(models.Model):
blog = models.ForeignKey(Blog)
headline = models.CharField(max_length=255)
body_text = models.TextField()
pub_date = models.DateTimeField()
authors = models.ManyToManyField(Author)
def __unicode__(self):
return self.headline
这是model，有blog，author，以及entry；其中entry分别与blog与author表关 联，entry与blog表是通过 外键(models.ForeignKey())相连，属于一对多的关系，即一个entry对应多个blog，entry与author是多对多的关系， 通过modles.ManyToManyField()实现。
一、插入数据库，用save()方法实现，如下：
>>> from mysite.blog.models import Blog
>>> b = Blog(name='Beatles Blog', tagline='All the latest Beatles news.')
>>> b.save()
二、更新数据库，也用save()方法实现，如下：
>> b5.name = 'New name'
>> b5.save()
保存外键和多对多关系的字段，如下例子：
更新外键字段和普通的字段一样，只要指定一个对象的正确类型。
>>> cheese_blog = Blog.objects.get(name="Cheddar Talk")
>>> entry.blog = cheese_blog
>>> entry.save()
更新多对多字段时又一点不太一样，使用add()方法添加相关联的字段的值。
>> joe = Author.objects.create(name="Joe")
>> entry.authors.add(joe)
三、检索对象
>>> Blog.objects
>>> b = Blog(name='Foo', tagline='Bar')
>>> b.objects
Traceback:
...
AttributeError: "Manager isn't accessible via Blog instances."
1、检索所有的对象
>>> all_entries = Entry.objects.all()
使用all()方法返回数据库中的所有对象。
2、检索特定的对象
使用以下两个方法：
fileter(**kwargs)
返回一个与参数匹配的QuerySet,相当于等于(=).
exclude(**kwargs)
返回一个与参数不匹配的QuerySet,相当于不等于(!=)。
Entry.objects.filter(pub_date__year=2006)
不使用Entry.objects.all().filter(pub_date__year=2006),虽然也能运行，all()最好再获取所有的对象时使用。
上面的例子等同于的sql语句：
slect * from entry where pub_date_year='2006'
链接过滤器：
>>> Entry.objects.filter(
... headline__startswith='What'
... ).exclude(
... pub_date__gte=datetime.now()
... ).filter(
... pub_date__gte=datetime(2005, 1, 1)
... )
最后返回的QuerySet是headline like 'What%' and put_date
另外一种方法：
>> q1 = Entry.objects.filter(headline__startswith="What")
>> q2 = q1.exclude(pub_date__gte=datetime.now())
>> q3 = q1.filter(pub_date__gte=datetime.now())
这种方法的好处是可以对q1进行重用。
QuerySet是延迟加载
只在使用的时候才会去访问数据库，如下：
>>> q = Entry.objects.filter(headline__startswith="What")
>>> q = q.filter(pub_date__lte=datetime.now())
>>> q = q.exclude(body_text__icontains="food")
>>> print q
在print q时才会访问数据库。
其他的QuerySet方法
>>> Entry.objects.all()[:5]
这是查找前5个entry表里的数据
>>> Entry.objects.all()[5:10]
这是查找从第5个到第10个之间的数据。
>>> Entry.objects.all()[:10:2]
这是查询从第0个开始到第10个，步长为2的数据。
>>> Entry.objects.order_by('headline')[0]
这是取按headline字段排序后的第一个对象。
>>> Entry.objects.order_by('headline')[0:1].get()
这和上面的等同的。
>>> Entry.objects.filter(pub_date__lte='2006-01-01')
等同于SELECT * FROM blog_entry WHERE pub_date <= '2006-01-01';
>>> Entry.objects.get(headline__exact="Man bites dog")
等同于SELECT ... WHERE headline = 'Man bites dog';
>>> Blog.objects.get(id__exact=14) # Explicit form
>>> Blog.objects.get(id=14) # __exact is implied
这两种方式是等同的，都是查找id=14的对象。
>>> Blog.objects.get(name__iexact="beatles blog")
查找name="beatles blog"的对象，不去饭大小写。
Entry.objects.get(headline__contains='Lennon')
等同于SELECT ... WHERE headline LIKE '%Lennon%';
startswith 等同于sql语句中的 name like 'Lennon%',
endswith等同于sql语句中的 name like '%Lennon'.
>>> Entry.objects.filter(blog__name__exact='Beatles Blog')
查找entry表中外键关系blog_name='Beatles Blog'的Entry对象。
>>> Blog.objects.filter(entry__headline__contains='Lennon')
查找blog表中外键关系entry表中的headline字段中包含Lennon的blog数据。
Blog.objects.filter(entry__author__name='Lennon')
查找blog表中外键关系entry表中的author字段中包含Lennon的blog数据。
Blog.objects.filter(entry__author__name__isnull=True)
Blog.objects.filter(entry__author__isnull=False,entry__author__name__isnull=True)
查询的是author_name为null的值
Blog.objects.filter(entry__headline__contains='Lennon',entry__pub_date__year=2008)
Blog.objects.filter(entry__headline__contains='Lennon').filter( entry__pub_date__year=2008)
这两种查询在某些情况下是相同的，某些情况下是不同的。第一种是限制所有的blog数据的，而第二种情况则是第一个filter是
限制blog的，而第二个filter则是限制entry的
>>> Blog.objects.get(id__exact=14) # Explicit form
>>> Blog.objects.get(id=14) # __exact is implied
>>> Blog.objects.get(pk=14) # pk implies id__exact
等同于select * from where id=14
# Get blogs entries with id 1, 4 and 7
>>> Blog.objects.filter(pk__in=[1,4,7])
等同于select * from where id in{1,4,7}
# Get all blog entries with id > 14
>>> Blog.objects.filter(pk__gt=14)
等同于select * from id>14
>>> Entry.objects.filter(blog__id__exact=3) # Explicit form
>>> Entry.objects.filter(blog__id=3) # __exact is implied
>>> Entry.objects.filter(blog__pk=3) # __pk implies __id__exact
这三种情况是相同的
>>> Entry.objects.filter(headline__contains='%')
等同于SELECT ... WHERE headline LIKE '%\%%';
Caching and QuerySets
>>> print [e.headline for e in Entry.objects.all()]
>>> print [e.pub_date for e in Entry.objects.all()]
应改写为：
>> queryset = Poll.objects.all()
>>> print [p.headline for p in queryset] # Evaluate the query set.
>>> print [p.pub_date for p in queryset] # Re-use the cache from the evaluation.、
这样利用缓存，减少访问数据库的次数。
四、用Q对象实现复杂的查询
Q(question__startswith='Who') | Q(question__startswith='What')
等同于WHERE question LIKE 'Who%' OR question LIKE 'What%'
Poll.objects.get(
Q(question__startswith='Who'),
Q(pub_date=date(2005, 5, 2)) | Q(pub_date=date(2005, 5, 6))
)
等同于SELECT * from polls WHERE question LIKE 'Who%' AND (pub_date = '2005-05-02' OR pub_date = '2005-05-06')
Poll.objects.get(
Q(pub_date=date(2005, 5, 2)) | Q(pub_date=date(2005, 5, 6)),
question__startswith='Who')
等同于Poll.objects.get(question__startswith='Who', Q(pub_date=date(2005, 5, 2)) | Q(pub_date=date(2005, 5, 6)))
五、比较对象
>>> some_entry == other_entry
>>> some_entry.id == other_entry.id
六、删除
Entry.objects.filter(pub_date__year=2005).delete()
b = Blog.objects.get(pk=1)
# This will delete the Blog and all of its Entry objects.
b.delete()
Entry.objects.all().delete()
删除所有
七、一次更新多个值
# Update all the headlines with pub_date in 2007.
Entry.objects.filter(pub_date__year=2007).update(headline='Everything is the same')
>>> b = Blog.objects.get(pk=1)
# Change every Entry so that it belongs to this Blog.
>>> Entry.objects.all().update(blog=b)
如果用save()方法，必须一个一个进行保存，需要对其就行遍历，如下：
for item in my_queryset:
item.save()
关联对象
one-to-many
>>> e = Entry.objects.get(id=2)
>>> e.blog # Returns the related Blog object.
>>> e = Entry.objects.get(id=2)
>>> e.blog = some_blog
>>> e.save()
>>> e = Entry.objects.get(id=2)
>>> e.blog = None
>>> e.save() # "UPDATE blog_entry SET blog_id = NULL ...;"
>>> e = Entry.objects.get(id=2)
>>> print e.blog # Hits the database to retrieve the associated Blog.
>>> print e.blog # Doesn't hit the database; uses cached version.
>>> e = Entry.objects.select_related().get(id=2)
>>> print e.blog # Doesn't hit the database; uses cached version.
>>> print e.blog # Doesn't hit the database; uses cached version
>>> b = Blog.objects.get(id=1)
>>> b.entry_set.all() # Returns all Entry objects related to Blog.
# b.entry_set is a Manager that returns QuerySets.
>>> b.entry_set.filter(headline__contains='Lennon')
>>> b.entry_set.count()
>>> b = Blog.objects.get(id=1)
>>> b.entries.all() # Returns all Entry objects related to Blog.
# b.entries is a Manager that returns QuerySets.
>>> b.entries.filter(headline__contains='Lennon')
>>> b.entries.count()
You cannot access a reverse ForeignKey Manager from the class; it must be accessed from an instance:
>>> Blog.entry_set
add(obj1, obj2, ...)
Adds the specified model objects to the related object set.
create(**kwargs)
Creates a new object, saves it and puts it in the related object set. Returns the newly created object.
remove(obj1, obj2, ...)
Removes the specified model objects from the related object set.
clear()
Removes all objects from the related object set.
many-to-many类型：
e = Entry.objects.get(id=3)
e.authors.all() # Returns all Author objects for this Entry.
e.authors.count()
e.authors.filter(name__contains='John')
a = Author.objects.get(id=5)
a.entry_set.all() # Returns all Entry objects for this Author.
one-to-one 类型：
class EntryDetail(models.Model):
entry = models.OneToOneField(Entry)
details = models.TextField()
ed = EntryDetail.objects.get(id=2)
ed.entry # Returns the related Entry object
使用sql语句进行查询：
def my_custom_sql(self):
from django.db import connection
cursor = connection.cursor()
cursor.execute("SELECT foo FROM bar WHERE baz = %s", [self.baz])
row = cursor.fetchone()
return row
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