[英]Serializing one to many relationships nested json with flask marshmallow
[英]Flask Marshmallow/SqlAlchemy: Serializing many-to-many relationships
我正在使用Flask,flask-sqlalchemy和flask-marshmallow构建一个小型REST api。 对于某些请求,我想返回一个由我的sqlalchemy对象组成的json序列化响应。 但是,当使用多对多关系/辅助表时,我无法使用急切加载的sqlalchemy对象进行序列化。
这是一个简单的例子,或多或少地从flask-marshmallow docs复制/粘贴:
from flask import Flask
from flask_sqlalchemy import SQLAlchemy
from flask_marshmallow import Marshmallow
from sqlalchemy.orm import joinedload
app = Flask(__name__)
app.config['SQLALCHEMY_DATABASE_URI'] = 'sqlite://'
# Order matters: Initialize SQLAlchemy before Marshmallow
db = SQLAlchemy(app)
ma = Marshmallow(app)
secondary_foo = db.Table('secondary_foo',
db.Column('author_id', db.Integer, db.ForeignKey('author.id')),
db.Column('book_id', db.Integer, db.ForeignKey('book.id')))
class Author(db.Model):
id = db.Column(db.Integer, primary_key=True)
name = db.Column(db.String(255))
class Book(db.Model):
id = db.Column(db.Integer, primary_key=True)
title = db.Column(db.String(255))
authors = db.relationship('Author', secondary="secondary_foo", backref='books', lazy="joined")
class AuthorSchema(ma.ModelSchema):
class Meta:
model = Author
class BookSchema(ma.ModelSchema):
#authors = ma.Nested(AuthorSchema) <-- Doesn't work, authors will be serialized to empty json object, instead of list of ids
class Meta:
model = Book
db.drop_all()
db.create_all()
author_schema = AuthorSchema()
book_schema = BookSchema()
author = Author(name='Chuck Paluhniuk')
book = Book(title='Fight Club')
book.authors.append(author)
db.session.add(author)
db.session.add(book)
db.session.commit()
s = BookSchema(many=True)
基于上面的代码,我可以热切地加载书籍并获取作者对象。 但是,当序列化深层对象被序列化为ID列表时:
print(Book.query.filter(1==1).options(joinedload('authors')).all()[0].authors)
//--> [<__main__.Author object at 0x1043a0dd8>]
print(s.dump(Book.query.filter(1==1).options(joinedload('authors')).all()).data)
//--> [{'authors': [1], 'title': 'Fight Club', 'id': 1}]
这是我想要的结果:
print(s.dump(Book.query.filter(1==1).options(joinedload('authors')).all()).data)
//--> [{'authors': [{'name':'Chuck Paluhniuk', 'id':'1'}], 'title': 'Fight Club', 'id': 1}]
我怎么做?
在BookSchema
,您将要添加一个Nested
authors
字段(但已注释掉),但您需要使用many
关键字参数指定它是一个列表。
class BookSchema(ma.ModelSchema):
# A list of author objects
authors = ma.Nested(AuthorSchema, many=True)
class Meta:
model = Book
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