Release: 2.0.48 | Release Date: March 2, 2026

# SQLAlchemy 2.0 Documentation

# Source code for examples.extending_query.temporal_range

    """Illustrates a custom per-query criteria that will be applied
    to selected entities.

    """

    import datetime
    from functools import partial

    from sqlalchemy import Column
    from sqlalchemy import create_engine
    from sqlalchemy import DateTime
    from sqlalchemy import ForeignKey
    from sqlalchemy import Integer
    from sqlalchemy import orm
    from sqlalchemy import select
    from sqlalchemy.ext.declarative import declarative_base
    from sqlalchemy.orm import relationship
    from sqlalchemy.orm import selectinload
    from sqlalchemy.orm import sessionmaker

    class HasTemporal:
        """Mixin that identifies a class as having a timestamp column"""

        timestamp = Column(
            DateTime,
            default=partial(datetime.datetime.now, datetime.timezone.utc),
            nullable=False,
        )

    def temporal_range(range_lower, range_upper):
        return orm.with_loader_criteria(
            HasTemporal,
            lambda cls: cls.timestamp.between(range_lower, range_upper),
            include_aliases=True,
        )

    if __name__ == "__main__":
        Base = declarative_base()

        class Parent(HasTemporal, Base):
            __tablename__ = "parent"
            id = Column(Integer, primary_key=True)
            children = relationship("Child")

        class Child(HasTemporal, Base):
            __tablename__ = "child"
            id = Column(Integer, primary_key=True)
            parent_id = Column(Integer, ForeignKey("parent.id"), nullable=False)

        engine = create_engine("sqlite://", echo=True)
        Base.metadata.create_all(engine)

        Session = sessionmaker(bind=engine)

        sess = Session()

        c1, c2, c3, c4, c5 = [
            Child(timestamp=datetime.datetime(2009, 10, 15, 12, 00, 00)),
            Child(timestamp=datetime.datetime(2009, 10, 17, 12, 00, 00)),
            Child(timestamp=datetime.datetime(2009, 10, 20, 12, 00, 00)),
            Child(timestamp=datetime.datetime(2009, 10, 12, 12, 00, 00)),
            Child(timestamp=datetime.datetime(2009, 10, 17, 12, 00, 00)),
        ]

        p1 = Parent(
            timestamp=datetime.datetime(2009, 10, 15, 12, 00, 00),
            children=[c1, c2, c3],
        )
        p2 = Parent(
            timestamp=datetime.datetime(2009, 10, 17, 12, 00, 00),
            children=[c4, c5],
        )

        sess.add_all([p1, p2])
        sess.commit()

        # use populate_existing() to ensure the range option takes
        # place for elements already in the identity map

        parents = (
            sess.query(Parent)
            .populate_existing()
            .options(
                temporal_range(
                    datetime.datetime(2009, 10, 16, 12, 00, 00),
                    datetime.datetime(2009, 10, 18, 12, 00, 00),
                )
            )
            .all()
        )

        assert parents[0] == p2
        assert parents[0].children == [c5]

        sess.expire_all()

        # try it with eager load
        parents = (
            sess.query(Parent)
            .options(
                temporal_range(
                    datetime.datetime(2009, 10, 16, 12, 00, 00),
                    datetime.datetime(2009, 10, 18, 12, 00, 00),
                )
            )
            .options(selectinload(Parent.children))
            .all()
        )

        assert parents[0] == p2
        assert parents[0].children == [c5]

        sess.expire_all()

        # illustrate a 2.0 style query
        print("------------------")
        parents = (
            sess.execute(
                select(Parent)
                .execution_options(populate_existing=True)
                .options(
                    temporal_range(
                        datetime.datetime(2009, 10, 15, 11, 00, 00),
                        datetime.datetime(2009, 10, 18, 12, 00, 00),
                    )
                )
                .join(Parent.children)
                .filter(Child.id == 2)
            )
            .scalars()
            .all()
        )

        assert parents[0] == p1
        print("-------------------")
        assert parents[0].children == [c1, c2]