2016-02-12 55 views
0

我想将旧的sqlite3代码转换为SQL炼金术。我试图理解如何最好地处理我的用例。我是数据库访问的ORM方法的新手。动态表名与SQLalchemy

我想动态生成基于通用定义的唯一表名。我已阅读mixins guide以及如何使用typeto dynamically declare classes的帖子,但我仍然不确定如何去做这件事。以下是我迄今为止:

from sqlalchemy.ext.declarative import declarative_base 
from sqlalchemy import Table, Column, Integer, String, MetaData, ForeignKey 
from sqlalchemy.ext.declarative import declared_attr 

Base = declarative_base() 


class DynamicName(object): 
    @declared_attr 
    def __tablename__(cls): 
     return cls.__name__.lower() 

class Genome(DynamicName, Base): 
    __tablename__ = 'AbstractGenome' 
    AlignmentId = Column(Integer, primary_key=True) 
    StartOutOfFrame = Column(Integer) 
    BadFrame = Column(Integer) 

def build_genome_table(genome): 
    d = {'__tablename__': genome} 
    table = type(genome, (Genome,), d) 
    return table 

如果我尝试使用这个,这是行不通的:

>>> from sqlalchemy import create_engine 
>>> engine = create_engine('sqlite:///:memory:', echo=True) 
>>> genomes = ["A", "B"] 
>>> tables = {x: build_genome_table(x) for x in genomes} 
Traceback (most recent call last): 
    File "<stdin>", line 1, in <module> 
    File "<stdin>", line 1, in <dictcomp> 
    File "<stdin>", line 3, in build_genome_table 
    File "/cluster/home/ifiddes/python2.7/lib/python2.7/site-packages/sqlalchemy/ext/declarative/api.py", line 55, in __init__ 
    _as_declarative(cls, classname, cls.__dict__) 
    File "/cluster/home/ifiddes/python2.7/lib/python2.7/site-packages/sqlalchemy/ext/declarative/base.py", line 88, in _as_declarative 
    _MapperConfig.setup_mapping(cls, classname, dict_) 
    File "/cluster/home/ifiddes/python2.7/lib/python2.7/site-packages/sqlalchemy/ext/declarative/base.py", line 103, in setup_mapping 
    cfg_cls(cls_, classname, dict_) 
    File "/cluster/home/ifiddes/python2.7/lib/python2.7/site-packages/sqlalchemy/ext/declarative/base.py", line 135, in __init__ 
    self._early_mapping() 
    File "/cluster/home/ifiddes/python2.7/lib/python2.7/site-packages/sqlalchemy/ext/declarative/base.py", line 138, in _early_mapping 
    self.map() 
    File "/cluster/home/ifiddes/python2.7/lib/python2.7/site-packages/sqlalchemy/ext/declarative/base.py", line 529, in map 
    **self.mapper_args 
    File "<string>", line 2, in mapper 
    File "/cluster/home/ifiddes/python2.7/lib/python2.7/site-packages/sqlalchemy/orm/mapper.py", line 623, in __init__ 
    self._configure_inheritance() 
    File "/cluster/home/ifiddes/python2.7/lib/python2.7/site-packages/sqlalchemy/orm/mapper.py", line 930, in _configure_inheritance 
    self.local_table) 
    File "<string>", line 2, in join_condition 
    File "/cluster/home/ifiddes/python2.7/lib/python2.7/site-packages/sqlalchemy/sql/selectable.py", line 839, in _join_condition 
    (a.description, b.description, hint)) 
sqlalchemy.exc.NoForeignKeysError: Can't find any foreign key relationships between 'AbstractGenome' and 'A'. 

我如何去根据传递的名称有关动态生成Genome表?我最好也喜欢一个可以有层次继承的设置,以便我可以声明不同的子类,如ReferenceGenomeTargetGenome,它们具有附加列,但也可以具有动态名称。

+1

SQLAlchemy试图设置继承和失败,因为'A'表和'AbstractGenome'表之间没有外键。你真的打算创建'A'表和'AbstractGenome'表吗?如果没有,你应该在''Genome'定义中加入'__abstract__ = True'。 – univerio

回答

1

参见:sqlalchemy.orm.mapperhttp://docs.sqlalchemy.org/en/latest/orm/mapping_api.html#class-mapping-api。我的理解(因为我以前只使用这个函数修改过代码),它直接将模型类映射到Table对象,该对象本身连接到数据库表。

这个用例实际上听起来非常类似于配方history_meta:http://docs.sqlalchemy.org/en/latest/_modules/examples/versioned_history/history_meta.html。它可能需要一些时间才能排序,但是基于现有模型(任何版本的子类)动态创建Table对象,然后在创建类时直接映射到数据库表。

虽然这是问题:您确实需要一个实际的数据库表来映射到。毕竟它是一个ORM。你有几个选择这里:

  1. 如果要动态创建一个表,将数据库中的坚持,你可以使用Table.create()按这里:http://docs.sqlalchemy.org/en/latest/core/metadata.html#creating-and-dropping-database-tables

  2. 如果你只需要时不时地创建表,你可以用蒸馏器集成:https://pypi.python.org/pypi/alembic

  3. 如果你只是需要一个过程,也再没有,你可以创建临时表,虽然我不知道,如果SQLAlchemy的直接支持它。我检查的少量资源似乎是使用create()和drop()。我没有使用SQLAlchemy 1.0+,所以它可能有一些我没有见过的支持。

让我知道,如果有什么在这里不明确。自从我玩过history_meta.py之后已经有一段时间了,所以我可能会生锈。