metaclass 常用方式
一个类作为metaclass的时候,我们需要重写它的__new__方法,这个方法的参数包括要创建class object的 metaclass,类名,父类集合,类成员
class MyMetaclass(type): def __new__(metaclz,name,bases,attrs): print("create new class ",metaclz,name) return type.__new__(metaclz, name, bases, attrs)
这样在调用__new__的时候,就给了我们一些发挥的空间了,一般我们可以修改bases、attrs中的成员,或则根据这自己定义的一些规则做一些特别的事情。
比如,可以利用这个来写测试框架、代码规则检测,装饰类的方法,写ORM框架等等。
ORM框架大致demo:
# -*- coding:utf-8 -*- class Field(object): def __init__(self, name, column_type): self.name = name self.column_type = column_type def __str__(self): return '<%s:%s>' % (self.__class__.__name__, self.name) class StringField(Field): def __init__(self, name): super(StringField, self).__init__(name, 'varchar(100)') class IntegerField(Field): def __init__(self, name): super(IntegerField, self).__init__(name, 'bigint') class ModelMetaclass(type): def __new__(cls, name, bases, attrs): #一般的ORM框架这里应该通过bases来处理 if name=='Model': return type.__new__(cls, name, bases, attrs) mappings = dict() #取出 数据库中的字段 for k, v in attrs.iteritems(): if isinstance(v, Field): print('Found mapping: %s==>%s' % (k, v)) mappings[k] = v #删除相关的类成员 for k in mappings.iterkeys(): attrs.pop(k) attrs['__table__'] = name # 假设表名和类名一致 attrs['__mappings__'] = mappings # 保存属性和列的映射关系 return type.__new__(cls, name, bases, attrs) class Model(dict): __metaclass__ = ModelMetaclass def __init__(self, **kw): print("kw:",kw) super(Model, self).__init__(**kw) def __getattr__(self, key): try: return self[key] except KeyError: raise AttributeError(r"'Model' object has no attribute '%s'" % key) def __setattr__(self, key, value): self[key] = value def save(self): fields = [] params = [] args = [] for k, v in self.__mappings__.iteritems(): fields.append(v.name) params.append('?') args.append(getattr(self, k, None)) sql = 'insert into %s (%s) values (%s)' % (self.__table__, ','.join(fields), ','.join(params)) print('SQL: %s' % sql) print('ARGS: %s' % str(args)) class User(Model): # 定义类的属性到列的映射: id = IntegerField('id') name = StringField('username') email = StringField('email') password = StringField('password') u = User(id=12345, name='Michael', email='test@orm.org', password='my-pwd',zz='4555') u.save()