2:django models Making queries
这是后面要用到的类
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() mod_date = models.DateTimeField() authors = models.ManyToManyField(Author) n_comments = models.IntegerField() n_pingbacks = models.IntegerField() rating = models.IntegerField() def __unicode__(self): return self.headline
Creating objects
>>> from blog.models import Blog >>> b = Blog(name='Beatles Blog', tagline='All the latest Beatles news.') >>> b.save()
Saving ForeignKey and ManyToManyField fields
>>> from blog.models import Entry >>> entry = Entry.objects.get(pk=1) >>> cheese_blog = Blog.objects.get(name="Cheddar Talk") >>> entry.blog = cheese_blog >>> entry.save() >>> from blog.models import Author >>> joe = Author.objects.create(name="Joe") >>> entry.authors.add(joe) >>> john = Author.objects.create(name="John") >>> paul = Author.objects.create(name="Paul") >>> george = Author.objects.create(name="George") >>> ringo = Author.objects.create(name="Ringo") >>> entry.authors.add(john, paul, george, ringo)
Retrieving objects
>>> Blog.objects <django.db.models.manager.Manager object at ...> >>> b = Blog(name='Foo', tagline='Bar') >>> b.objects Traceback: ... AttributeError: "Manager isn't accessible via Blog instances."
Retrieving all objects
>>> all_entries = Entry.objects.all()
filter(**kwargs)
Returns a new QuerySet containing objects that match the given lookup parameters.
exclude(**kwargs)
Returns a new QuerySet containing objects that do not match the given lookup parameters.
Entry.objects.filter(pub_date__year=2006)
Chaining filters
>>> Entry.objects.filter( ... headline__startswith='What' ... ).exclude( ... pub_date__gte=datetime.now() ... ).filter( ... pub_date__gte=datetime(2005, 1, 1) ... )
get,get 方法会返回符合条件的那个元素,当没有符合筛选条件的元素是get方法会抛出一个 DoesNotExist的异常,所以要慎用
>>> one_entry = Entry.objects.get(pk=1)
Field lookups
筛选属性的时候的一些限制条件,基本格式是 field__lookuptype=value,注意是双下划线,下面是lookuptype
exact:Exact match,准确匹配,可以匹配到null(None) iexact: 不区分大小写的准确匹配
contains:包含 icontains:不区分大小写的包含
in:在(一个筛选的列表)里面
gt :Greater than gte:Greater than or equal to.
lt:Less than. lte:Less than or equal to.
startswith,istartswith,endswith,iendswith
range:pub_date__range=(start_date, end_date))
year,month,day,weekday,
regex:正则表达式匹配,iregex,不区分大小写的
Aggregation functions
聚合函数,针对查询集合的一些操作
Avg:计算平均值,返回值类型float
Count:计算集合的元素个数,返回值类型int
Max,Min,Sum
高级操作
F类:我的理解是返回特定字段的值
例如我想找到所有评论比广播次数多的entry,就可以按照下面这样写
>>> from django.db.models import F >>> Entry.objects.filter(n_comments__gt=F('n_pingbacks'))
F类返回的是该字段的值,当值是数值的是,可以做算术运算,当时字符串是,可以比较是否相等等运算
pk :代表primary key
Q类:封装查询已形成更复杂的查询,每个Q查询之间可以用&(and)或者|(or)相连,用逗号相隔表示关系and,Q查询也可以使用~(not)
Poll.objects.get( Q(question__startswith='Who'), Q(pub_date=date(2005, 5, 2)) | Q(pub_date=date(2005, 5, 6)) ) #roughly translates into the SQL: SELECT * from polls WHERE question LIKE 'Who%' AND (pub_date = '2005-05-02' OR pub_date = '2005-05-06')
注意:Q查询一定要在关键字查询之前,否则查询可能无效
关系查询
1:外键查询,一个类可以通过属性的方法来访问外键的类
>>> e = Entry.objects.get(id=2) >>> e.blog = some_blog >>> e.save()
2:一个被外键的类可以通过FOO_set的方法来访问源类,其中Foo是源类
>>> 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()
3:其他的多对一,一对多,一对一的情况可以类比上面这两种情况
如果你不想使用django提供的api接口,那么你可以通过下面两种方式直接运行sql语句
第一种,通过Manager.raw(raw_query, params=None, translations=None)的方法运行sql语句
class Person(models.Model): first_name = models.CharField(...) last_name = models.CharField(...) birth_date = models.DateField(...) >>> Person.objects.raw('SELECT id, first_name, last_name, birth_date FROM myapp_person') ... >>> Person.objects.raw('SELECT last_name, birth_date, first_name, id FROM myapp_person') ... >>> Person.objects.raw('''SELECT first AS first_name, ... last AS last_name, ... bd AS birth_date, ... pk as id, ... FROM some_other_table''')
第二种:完全不用django提供的api,自己建立数据库连接,运行sql查询
def my_custom_sql(): from django.db import connection, transaction cursor = connection.cursor() # Data modifying operation - commit required cursor.execute("UPDATE bar SET foo = 1 WHERE baz = %s", [self.baz]) transaction.commit_unless_managed() # Data retrieval operation - no commit required cursor.execute("SELECT foo FROM bar WHERE baz = %s", [self.baz]) row = cursor.fetchone() return row
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