flask/django 动态查询表结构相同表名不同数据的Model实现

1.问题

为了控制数据的增长，经常需要分表，数据库中存在多张结构相同，表名相关的表，如：
table_201706
table_201707
table_201708

怎么通过SQLAlchemy 或者django查询相关的数据表，而不用每次都创建Model呢

2.解决方法

分别在flask和django下实现，代码如下

2.1 flask+sqlalchemy

# -*-coding:utf-8class NewDynamicModel(object):    """    动态产生模型和表的对应关系模型    :param base_cls: 基类模型，虚类，如TemplateModel    :param tb_name: 数据库中对应的表名， 如tb_test_2017    :return: Model class    eg:    '''    class TemplateModel(db.Model):        __abstract__ = True        id = db.Column(db.Integer(), autoincrement=True, primary_key=True)        name = db.Column(db.VARCHAR(32), nullable=False)    Test_2017 = NewDynamicModel(TemplateModel, 'tb_test_2017')    print Test_2017.query.all()    '''    """    _instance = dict()    def __new__(cls, base_cls, tb_name):        new_cls_name = "%s_To_%s" % (            base_cls.__name__, '_'.join(map(lambda x:x.capitalize(),tb_name.split('_'))))        if new_cls_name not in cls._instance:            model_cls = type(new_cls_name, (base_cls,),                             {'__tablename__': tb_name})            cls._instance[new_cls_name] = model_cls        return cls._instance[new_cls_name]

Bug：由于新的数据模型是通过type动态创建的，实际module 下的py文件并不存在该类的代码，因而在通过pickle等方式序列化的时候，会报找不到类的错误。
Fixbug: 通过inspect库，拷贝基类的代码作为副本，并替换tablename 属性，写入临时类定义文件，并引入module。
新的方式实现如下：

class NewDynamicModel(object):    """    动态产生模型和表的对应关系模型    :param base_cls: 基类模型，虚类，如TemplateModel    :param tb_name: 数据库中对应的表名， 如tb_test_2017    :return: Model class    eg:    '''    class TemplateModel(db.Model):        __abstract__ = True        id = db.Column(db.Integer(), autoincrement=True, primary_key=True)        name = db.Column(db.VARCHAR(32), nullable=False)    Test_2017 = NewDynamicModel(TemplateModel, 'tb_test_2017')    print Test_2017.query.all()    '''    """    @staticmethod    def get_import_codes(Model):        """        获取基类的import依赖        :param Model:        :return:        """        module = inspect.getmodule(Model)        all_codelines = inspect.getsourcelines(module)        import_codes = []        import_codes.append('# -*-coding:utf-8\n')        for i in all_codelines[0]:            match = re.search(r'[from]*[\w|\s]*import [\w|\s]*', i)            if match:                import_codes.append(i)        import_codes.extend(['\n', '\n'])        return import_codes    @staticmethod    def get_codes(Model, new_model_name, tb_name):        """        获取基类的实现代码        :param Model:        :param new_model_name:        :param tb_name:        :return:        """        codes = inspect.getsourcelines(Model)[0]        result = []        has_alias_tb_name = False        result.append(codes[0].replace(Model.__name__, new_model_name))        for line in codes[1:]:            match = re.search(r'\s+__tablename__\s+=\s+\'(?P<name>\w+)\'', line)            abstract = re.search(r'(?P<indent>\s+)__abstract__\s+=\s+', line)            if abstract:                del line                continue            if match:                name = match.groupdict()['name']                line = line.replace(name, tb_name)                has_alias_tb_name = True            result.append(line)        if not has_alias_tb_name:            result.append("%s__tablename__ = '%s'\n" % ('    ', tb_name))        return result    @staticmethod    def create_new_module(module_name, codes):        """        创建新表映射类的module文件        :param module_name:        :param codes:        :return:        """        f_path = os.path.join(CURRENT_PATH, '_tmp/%s.py' % module_name)        fp = open(f_path, 'w')        for i in codes:            fp.write(i)        fp.close()        return import_module('sync_session.models._tmp.%s' % module_name)    _instance = dict()    def __new__(cls, base_cls, tb_name):        new_cls_name = "%s_To_%s" % (            base_cls.__name__, ''.join(map(lambda x: x.capitalize(), tb_name.split('_'))))        if tb_name not in engine.table_names():            raise TableNotExist        if new_cls_name not in cls._instance:            import_codes = cls.get_import_codes(base_cls)            class_codes = cls.get_codes(base_cls, new_cls_name, tb_name)            import_codes.extend(class_codes)            new_module_name = new_cls_name.lower()            new_module = cls.create_new_module(new_module_name, import_codes)            model_cls = getattr(new_module, new_cls_name)            cls._instance[new_cls_name] = model_cls        return cls._instance[new_cls_name]

2.2 django

# -*-coding:utf-8from django.db import modelsclass NewDynamicModel(object):    """    动态产生模型和表的对应关系模型    :param base_cls: 基类模型，虚类，如TemplateModel    :param tb_name: 数据库中对应的表名， 如tb_test_2017    :return: Model class    eg:    '''    class TemplateModel(models.Model):        id = models.AutoField(primary_key=True)        name = models.CharField(max_length=50)        class Meta:            abstract = True    Test_2017 = NewDynamicModel(TemplateModel, 'tb_test_2017')    print Test_2017.objects.all()    '''    """    _instance = dict()    def __new__(cls, base_cls, tb_name):        new_cls_name = "%s_To_%s" % (            base_cls.__name__, '_'.join(map(lambda x:x.capitalize(),tb_name.split('_'))))        if new_cls_name not in cls._instance:            new_meta_cls = base_cls.Meta            new_meta_cls.db_table = tb_name            model_cls = type(new_cls_name, (base_cls,),                             {'__tablename__': tb_name, 'Meta': new_meta_cls, '__module__': cls.__module__})            cls._instance[new_cls_name] = model_cls        return cls._instance[new_cls_name]