examples.association.dict_of_sets_with_default
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2023-12-01
"""An advanced association proxy example which illustrates nesting of association proxies to produce multi-level Python collections, in this case a dictionary with string keys and sets of integers as values, which conceal the underlying mapped classes. This is a three table model which represents a parent table referencing a dictionary of string keys and sets as values, where each set stores a collection of integers. The association proxy extension is used to hide the details of this persistence. The dictionary also generates new collections upon access of a non-existent key, in the same manner as Python's "collections.defaultdict" object. """ import operator from sqlalchemy import Column from sqlalchemy import create_engine from sqlalchemy import ForeignKey from sqlalchemy import Integer from sqlalchemy import String from sqlalchemy.ext.associationproxy import association_proxy from sqlalchemy.ext.declarative import declarative_base from sqlalchemy.orm import relationship from sqlalchemy.orm import Session from sqlalchemy.orm.collections import MappedCollection class Base(object): id = Column(Integer, primary_key=True) Base = declarative_base(cls=Base) class GenDefaultCollection(MappedCollection): def __missing__(self, key): self[key] = b = B(key) return b class A(Base): __tablename__ = "a" associations = relationship( "B", collection_class=lambda: GenDefaultCollection( operator.attrgetter("key") ), ) collections = association_proxy("associations", "values") """Bridge the association from 'associations' over to the 'values' association proxy of B. """ class B(Base): __tablename__ = "b" a_id = Column(Integer, ForeignKey("a.id"), nullable=False) elements = relationship("C", collection_class=set) key = Column(String) values = association_proxy("elements", "value") """Bridge the association from 'elements' over to the 'value' element of C.""" def __init__(self, key, values=None): self.key = key if values: self.values = values class C(Base): __tablename__ = "c" b_id = Column(Integer, ForeignKey("b.id"), nullable=False) value = Column(Integer) def __init__(self, value): self.value = value if __name__ == "__main__": engine = create_engine("sqlite://", echo=True) Base.metadata.create_all(engine) session = Session(engine) # only "A" is referenced explicitly. Using "collections", # we deal with a dict of key/sets of integers directly. session.add_all([A(collections={"1": set([1, 2, 3])})]) session.commit() a1 = session.query(A).first() print(a1.collections["1"]) a1.collections["1"].add(4) session.commit() a1.collections["2"].update([7, 8, 9]) session.commit() print(a1.collections["2"])