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        "description": "# Asynchronous SQLAlchemy Object Relational Mapper.\n\nThis is an ORM for accessing SQLAlchemy using asyncio. Working on top of SQLAlchemy Core.\n\nIt presents a method of associating user-defined Python classes with database tables, and instances of those classes (objects) with rows in their corresponding tables.\n\n## Usage\n\nInitialization:\n    \n    from sqlalchemy import MetaData, Integer, String, DateTime\n    from aiopg.sa import create_engine\n    from aiosqlalchemy_miniorm import RowModel, RowModelDeclarativeMeta, BaseModelManager\n    \n    metadata = MetaData()\n    BaseModel = declarative_base(metadata=metadata, cls=RowModel, metaclass=RowModelDeclarativeMeta)    \n    \n    async def setup():\n        metadata.bind = await create_engine(**database_settings)\n    \n    class MyEntityManager(BaseModelManager):\n        async def get_with_products(self):\n            return await self.get_items(where_list=[(MyEntity.c.num_products > 0)])\n        \n    class MyEntity(BaseModel):\n        __tablename__ = 'my_entity'\n        __model_manager_class__ = MyEntityManager\n    \n        id = Column(Integer, primary_key=True)\n        name = Column(String(100), nullable=False)\n        num_products = Column(Integer)\n        created_at = Column(DateTime(), server_default=text('now()'), nullable=False)\n    \nQuery:\n    \n    objects = await MyEntity.objects.get_instances(\n        where_list=[(MyEntity.c.name == 'foo')],\n        order_by=['name', '-num_products']\n    )\n    \n    num_objects = await MyEntity.objects.count(\n        where_list=[(MyEntity.c.name == 'foo'), (MyEntity.c.num_products > 3)]\n    )\n\nor (low-level):\n    \n    objects = await MyEntity.objects \\\n        .set_sql(MyEntity.table.select()) \\\n        .where([(MyEntity.c.name == 'foo')]) \\\n        .limit(10) \\\n        .fetchall()\n    \nManagement:\n    \n    record = await MyEntity.objects.insert(\n        name='bar',\n        num_products=0,\n    )\n    \n    await record.update(name='baz')\n    await record.delete()\n\n\nTransactions:\n\n    async with MyEntity.objects.transaction() as my_entity_objects:\n        await my_entity_objects.insert(name='bar', num_products=0)\n        await my_entity_objects.delete([(MyEntity.c.name == 'foo')])",
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