python 如何将表添加到SQLAlchemy查询的FROM中?

lnlaulya  于 2023-03-11  发布在  Python
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我正在尝试将一个有效的、大型的、复杂的SQL查询转换为SQLAlchemy的ORM。
下面是一个小的示例程序,它演示了我所看到的问题:

#!/usr/bin/env python3

"""
An SSCCE.

Environment variables:
    DBU  Your database user
    DBP  Your database password
    DBH  Your database host
    IDB  Your initial database
"""

import os
import pprint

from sqlalchemy import create_engine, select
from sqlalchemy.orm import aliased, sessionmaker, declarative_base
from sqlalchemy.sql.expression import func
from flask_sqlalchemy import SQLAlchemy

db = SQLAlchemy()
Base = declarative_base()

class NV(Base):
    __tablename__ = "tb_nv"
    __bind_key__ = "testdb"
    __table_args__ = (
        {
            "mysql_engine": "InnoDB",
            "mysql_charset": "utf8",
            "mysql_collate": "utf8_general_ci",
        },
    )

    id = db.Column("id", db.Integer, primary_key=True, autoincrement=True)
    builds = db.relationship("Bld", primaryjoin="(NV.id == Bld.variant_id)")

class Vers(Base):
    __tablename__ = "tb_vers"
    __bind_key__ = "testdb"
    __table_args__ = (
        {
            "mysql_engine": "InnoDB",
            "mysql_charset": "utf8",
            "mysql_collate": "utf8_general_ci",
        },
    )

    id = db.Column("id", db.Integer, primary_key=True, autoincrement=True)

class St(Base):
    __tablename__ = "tb_brst"
    __bind_key__ = "testdb"
    __table_args__ = ({"mysql_engine": "InnoDB", "mysql_charset": "utf8"},)

    id = db.Column("id", db.Integer, primary_key=True, autoincrement=True)
    version_id = db.Column(
        "version_id",
        db.Integer,
        db.ForeignKey(
            "tb_vers.id",
            name="fk_tb_brst_version_id",
            onupdate="CASCADE",
            ondelete="RESTRICT",
        ),
        nullable=False,
    )
    branch_id = db.Column(
        "branch_id",
        db.Integer,
        db.ForeignKey(
            "tb_br.id",
            name="fk_tb_brst_branch_id",
            onupdate="CASCADE",
            ondelete="RESTRICT",
        ),
        nullable=False,
    )
    build_id = db.Column(
        "build_id",
        db.Integer,
        db.ForeignKey(
            "tb_bld.id",
            name="fk_tb_brst_build_id",
            onupdate="CASCADE",
            ondelete="RESTRICT",
        ),
        nullable=False,
    )

    version = db.relationship(
        "Vers", innerjoin=True, primaryjoin="(St.version_id == Vers.id)"
    )
    branch = db.relationship(
        "Br", innerjoin=True, primaryjoin="(St.branch_id == Br.id)"
    )
    build = db.relationship(
        "Bld", innerjoin=True, primaryjoin="(St.build_id == Bld.id)"
    )

class Br(Base):
    __tablename__ = "tb_br"
    __bind_key__ = "testdb"
    __table_args__ = (
        {
            "mysql_engine": "InnoDB",
            "mysql_charset": "utf8",
            "mysql_collate": "utf8_general_ci",
        },
    )

    id = db.Column("id", db.Integer, primary_key=True, autoincrement=True)
    name = db.Column("name", db.String(45), nullable=False)

class Bld(Base):
    __tablename__ = "tb_bld"
    __bind_key__ = "testdb"
    __table_args__ = (
        {
            "mysql_engine": "InnoDB",
            "mysql_charset": "utf8",
            "mysql_collate": "utf8_general_ci",
        },
    )

    id = db.Column("id", db.Integer, primary_key=True, autoincrement=True)

    name = db.Column("name", db.String(100), nullable=False)

    variant_id = db.Column(
        "variant_id",
        db.Integer,
        db.ForeignKey(
            "tb_nv.id",
            name="fk_tb_bld_variant_id",
            onupdate="CASCADE",
            ondelete="RESTRICT",
        ),
        nullable=False,
    )

    variant = db.relationship("NV")

def display(values):
    """Display values in a decent way."""
    pprint.pprint(values)

def connect():
    """
    Connect to Staging for testing.

    This is based on https://medium.com/analytics-vidhya/translating-sql-queries-to-sqlalchemy-orm-a8603085762b
    ...and ./game-publishing/services/api/deploy/celery/config/staging-base.j2
    """
    conn_str = "mysql://{}:{}@{}/{}".format(
        os.environ["DBU"],
        os.environ["DBP"],
        os.environ["DBH"],
        os.environ["IDB"],
    )
    engine = create_engine(conn_str)
    session = sessionmaker(bind=engine)
    sess = session()
    return (engine, sess)

def main():
    """A minimal query that exhibits the problem."""
    (engine, session) = connect()

    Base.metadata.create_all(engine)

    v = aliased(Vers, name="v")
    v_2 = aliased(Vers, name="v_2")
    nv_4 = aliased(NV, name="nv_4")
    bs = aliased(St, name="bs")
    bs_2 = aliased(St, name="bs_2")
    bs_3 = aliased(St, name="bs_3")
    br = aliased(Br, name="br")

    q1 = select(nv_4.id, func.min(bs_3.build_id)).select_from(bs, v)

    q2 = q1.join(v_2, onclause=(bs.version_id == v_2.id))
    q3 = q2.join(bs_2, onclause=(br.id == bs_2.branch_id))

    result = session.execute(q3)
    display(result.scalars().all())

main()

我得到的例外(如果您没有看到相同的结果)是:

sqlalchemy.exc.InvalidRequestError: Can't determine which FROM clause to join from, there are multiple FROMS which can join to this entity. Please use the .select_from() method to establish an explicit left side, as well as providing an explicit ON clause if not present already to help resolve the ambiguity.

我正在使用:

$ python3 -m pip list -v | grep -i sqlalchemy
Flask-SQLAlchemy       2.5.1         /data/home/dstromberg/.local/lib/python3.10/site-packages pip
SQLAlchemy             1.4.36        /data/home/dstromberg/.local/lib/python3.10/site-packages pip

$ python3 -m pip list -v | grep -i mysql
mysqlclient            2.1.1         /data/home/dstromberg/.local/lib/python3.10/site-packages pip
PyMySQL                0.8.0         /data/home/dstromberg/.local/lib/python3.10/site-packages pip

bash-4.2# mysql --version
mysql  Ver 14.14 Distrib 5.7.41, for Linux (x86_64) using  EditLine wrapper

我在谷歌上搜索了几个小时,但似乎一无所获。我找到了一些类似问题的解决方案,但它们看起来不太相似,没有什么用处。
有什么建议吗?
谢谢!

wydwbb8l

wydwbb8l1#

在select_from()方法中,尝试更明确地从一个表中选择,然后使用join()方法构建所有关系。
此外,为了帮助人们回答,请分享以下内容:
1.您使用的是哪个版本的Sqlalchemy?
1.哪个数据库?有些方法是特定于数据库的。

  1. SQL中的查询在SqlAlchemy之外是什么样子的?
    我建议你试试这样的方法:
query = select(nv_4.id, func.min(bs_3.build_id))
.select_from(bs)
.join(v, bs.Relationship == v.Relationship)
 # The order here may need to be modified, but hard to tell without seeing the data.
.join(v_2, onclause=(bs.version_id == v_2.id))
.join(bs_2, onclause=(br.id == bs_2.branch_id))

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