A session is usually obtained using sessionmaker, which creates a Session class unique to your application. Most commonly, the Session class is bound to an engine, allowing instances to use the engine implicitly.

from sqlalchemy.orm import sessionmaker

# Initial configuration arguments
Session = sessionmaker(bind=engine)

The engine and Session should only be created once.

A session is an instance of the class we created:

# This session is bound to provided engine
session = Session()

Session.configure() can be used to configure the class later, e.g. application startup rather than import time.

Session = sessionmaker()

# later
Session.configure(bind=engine)

Arguments passed to Session directly override the arguments passed to sessionmaker.

session_bound_to_engine2 = Session(bind=engine2)

New or detached objects may be added to the session using add():

session.add(obj)

A sequence of objects may be added using add_all():

session.add_all([obj1, obj2, obj3])

An INSERT will be emitted to the database during the next flush, which happens automatically. Changes are persisted when the session is committed.

To delete persisted objects use delete():

session.delete(obj)

Actual deletion from the database will happen on next flush.