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=======================================
Transactions and Connection Management
=======================================
.. _unitofwork_transaction:
Managing Transactions
=====================
A newly constructed :class:`.Session` may be said to be in the "begin" state.
In this state, the :class:`.Session` has not established any connection or
transactional state with any of the :class:`.Engine` objects that may be associated
with it.
The :class:`.Session` then receives requests to operate upon a database connection.
Typically, this means it is called upon to execute SQL statements using a particular
:class:`.Engine`, which may be via :meth:`.Session.query`, :meth:`.Session.execute`,
or within a flush operation of pending data, which occurs when such state exists
and :meth:`.Session.commit` or :meth:`.Session.flush` is called.
As these requests are received, each new :class:`.Engine` encountered is associated
with an ongoing transactional state maintained by the :class:`.Session`.
When the first :class:`.Engine` is operated upon, the :class:`.Session` can be said
to have left the "begin" state and entered "transactional" state. For each
:class:`.Engine` encountered, a :class:`.Connection` is associated with it,
which is acquired via the :meth:`.Engine.contextual_connect` method. If a
:class:`.Connection` was directly associated with the :class:`.Session` (see :ref:`session_external_transaction`
for an example of this), it is
added to the transactional state directly.
For each :class:`.Connection`, the :class:`.Session` also maintains a :class:`.Transaction` object,
which is acquired by calling :meth:`.Connection.begin` on each :class:`.Connection`,
or if the :class:`.Session`
object has been established using the flag ``twophase=True``, a :class:`.TwoPhaseTransaction`
object acquired via :meth:`.Connection.begin_twophase`. These transactions are all committed or
rolled back corresponding to the invocation of the
:meth:`.Session.commit` and :meth:`.Session.rollback` methods. A commit operation will
also call the :meth:`.TwoPhaseTransaction.prepare` method on all transactions if applicable.
When the transactional state is completed after a rollback or commit, the :class:`.Session`
:term:`releases` all :class:`.Transaction` and :class:`.Connection` resources,
and goes back to the "begin" state, which
will again invoke new :class:`.Connection` and :class:`.Transaction` objects as new
requests to emit SQL statements are received.
The example below illustrates this lifecycle::
engine = create_engine("...")
Session = sessionmaker(bind=engine)
# new session. no connections are in use.
session = Session()
try:
# first query. a Connection is acquired
# from the Engine, and a Transaction
# started.
item1 = session.query(Item).get(1)
# second query. the same Connection/Transaction
# are used.
item2 = session.query(Item).get(2)
# pending changes are created.
item1.foo = 'bar'
item2.bar = 'foo'
# commit. The pending changes above
# are flushed via flush(), the Transaction
# is committed, the Connection object closed
# and discarded, the underlying DBAPI connection
# returned to the connection pool.
session.commit()
except:
# on rollback, the same closure of state
# as that of commit proceeds.
session.rollback()
raise
.. _session_begin_nested:
Using SAVEPOINT
---------------
SAVEPOINT transactions, if supported by the underlying engine, may be
delineated using the :meth:`~.Session.begin_nested`
method::
Session = sessionmaker()
session = Session()
session.add(u1)
session.add(u2)
session.begin_nested() # establish a savepoint
session.add(u3)
session.rollback() # rolls back u3, keeps u1 and u2
session.commit() # commits u1 and u2
:meth:`~.Session.begin_nested` may be called any number
of times, which will issue a new SAVEPOINT with a unique identifier for each
call. For each :meth:`~.Session.begin_nested` call, a
corresponding :meth:`~.Session.rollback` or
:meth:`~.Session.commit` must be issued. (But note that if the return value is
used as a context manager, i.e. in a with-statement, then this rollback/commit
is issued by the context manager upon exiting the context, and so should not be
added explicitly.)
When :meth:`~.Session.begin_nested` is called, a
:meth:`~.Session.flush` is unconditionally issued
(regardless of the ``autoflush`` setting). This is so that when a
:meth:`~.Session.rollback` occurs, the full state of the
session is expired, thus causing all subsequent attribute/instance access to
reference the full state of the :class:`~sqlalchemy.orm.session.Session` right
before :meth:`~.Session.begin_nested` was called.
:meth:`~.Session.begin_nested`, in the same manner as the less often
used :meth:`~.Session.begin` method, returns a transactional object
which also works as a context manager.
It can be succinctly used around individual record inserts in order to catch
things like unique constraint exceptions::
for record in records:
try:
with session.begin_nested():
session.merge(record)
except:
print("Skipped record %s" % record)
session.commit()
.. _session_autocommit:
Autocommit Mode
---------------
The example of :class:`.Session` transaction lifecycle illustrated at
the start of :ref:`unitofwork_transaction` applies to a :class:`.Session` configured in the
default mode of ``autocommit=False``. Constructing a :class:`.Session`
with ``autocommit=True`` produces a :class:`.Session` placed into "autocommit" mode, where each SQL statement
invoked by a :meth:`.Session.query` or :meth:`.Session.execute` occurs
using a new connection from the connection pool, discarding it after
results have been iterated. The :meth:`.Session.flush` operation
still occurs within the scope of a single transaction, though this transaction
is closed out after the :meth:`.Session.flush` operation completes.
.. warning::
"autocommit" mode should **not be considered for general use**.
If used, it should always be combined with the usage of
:meth:`.Session.begin` and :meth:`.Session.commit`, to ensure
a transaction demarcation.
Executing queries outside of a demarcated transaction is a legacy mode
of usage, and can in some cases lead to concurrent connection
checkouts.
In the absence of a demarcated transaction, the :class:`.Session`
cannot make appropriate decisions as to when autoflush should
occur nor when auto-expiration should occur, so these features
should be disabled with ``autoflush=False, expire_on_commit=False``.
Modern usage of "autocommit" is for framework integrations that need to control
specifically when the "begin" state occurs. A session which is configured with
``autocommit=True`` may be placed into the "begin" state using the
:meth:`.Session.begin` method.
After the cycle completes upon :meth:`.Session.commit` or :meth:`.Session.rollback`,
connection and transaction resources are :term:`released` and the :class:`.Session`
goes back into "autocommit" mode, until :meth:`.Session.begin` is called again::
Session = sessionmaker(bind=engine, autocommit=True)
session = Session()
session.begin()
try:
item1 = session.query(Item).get(1)
item2 = session.query(Item).get(2)
item1.foo = 'bar'
item2.bar = 'foo'
session.commit()
except:
session.rollback()
raise
The :meth:`.Session.begin` method also returns a transactional token which is
compatible with the Python 2.6 ``with`` statement::
Session = sessionmaker(bind=engine, autocommit=True)
session = Session()
with session.begin():
item1 = session.query(Item).get(1)
item2 = session.query(Item).get(2)
item1.foo = 'bar'
item2.bar = 'foo'
.. _session_subtransactions:
Using Subtransactions with Autocommit
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
A subtransaction indicates usage of the :meth:`.Session.begin` method in conjunction with
the ``subtransactions=True`` flag. This produces a non-transactional, delimiting construct that
allows nesting of calls to :meth:`~.Session.begin` and :meth:`~.Session.commit`.
Its purpose is to allow the construction of code that can function within a transaction
both independently of any external code that starts a transaction,
as well as within a block that has already demarcated a transaction.
``subtransactions=True`` is generally only useful in conjunction with
autocommit, and is equivalent to the pattern described at :ref:`connections_nested_transactions`,
where any number of functions can call :meth:`.Connection.begin` and :meth:`.Transaction.commit`
as though they are the initiator of the transaction, but in fact may be participating
in an already ongoing transaction::
# method_a starts a transaction and calls method_b
def method_a(session):
session.begin(subtransactions=True)
try:
method_b(session)
session.commit() # transaction is committed here
except:
session.rollback() # rolls back the transaction
raise
# method_b also starts a transaction, but when
# called from method_a participates in the ongoing
# transaction.
def method_b(session):
session.begin(subtransactions=True)
try:
session.add(SomeObject('bat', 'lala'))
session.commit() # transaction is not committed yet
except:
session.rollback() # rolls back the transaction, in this case
# the one that was initiated in method_a().
raise
# create a Session and call method_a
session = Session(autocommit=True)
method_a(session)
session.close()
Subtransactions are used by the :meth:`.Session.flush` process to ensure that the
flush operation takes place within a transaction, regardless of autocommit. When
autocommit is disabled, it is still useful in that it forces the :class:`.Session`
into a "pending rollback" state, as a failed flush cannot be resumed in mid-operation,
where the end user still maintains the "scope" of the transaction overall.
.. _session_twophase:
Enabling Two-Phase Commit
-------------------------
For backends which support two-phase operaration (currently MySQL and
PostgreSQL), the session can be instructed to use two-phase commit semantics.
This will coordinate the committing of transactions across databases so that
the transaction is either committed or rolled back in all databases. You can
also :meth:`~.Session.prepare` the session for
interacting with transactions not managed by SQLAlchemy. To use two phase
transactions set the flag ``twophase=True`` on the session::
engine1 = create_engine('postgresql://db1')
engine2 = create_engine('postgresql://db2')
Session = sessionmaker(twophase=True)
# bind User operations to engine 1, Account operations to engine 2
Session.configure(binds={User:engine1, Account:engine2})
session = Session()
# .... work with accounts and users
# commit. session will issue a flush to all DBs, and a prepare step to all DBs,
# before committing both transactions
session.commit()
.. _session_transaction_isolation:
Setting Transaction Isolation Levels
------------------------------------
:term:`Isolation` refers to the behavior of the transaction at the database
level in relation to other transactions occurring concurrently. There
are four well-known modes of isolation, and typically the Python DBAPI
allows these to be set on a per-connection basis, either through explicit
APIs or via database-specific calls.
SQLAlchemy's dialects support settable isolation modes on a per-:class:`.Engine`
or per-:class:`.Connection` basis, using flags at both the
:func:`.create_engine` level as well as at the :meth:`.Connection.execution_options`
level.
When using the ORM :class:`.Session`, it acts as a *facade* for engines and
connections, but does not expose transaction isolation directly. So in
order to affect transaction isolation level, we need to act upon the
:class:`.Engine` or :class:`.Connection` as appropriate.
.. seealso::
:paramref:`.create_engine.isolation_level`
:ref:`SQLite Transaction Isolation <sqlite_isolation_level>`
:ref:`Postgresql Isolation Level <postgresql_isolation_level>`
:ref:`MySQL Isolation Level <mysql_isolation_level>`
Setting Isolation Engine-Wide
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
To set up a :class:`.Session` or :class:`.sessionmaker` with a specific
isolation level globally, use the :paramref:`.create_engine.isolation_level`
parameter::
from sqlalchemy import create_engine
from sqlalchemy.orm import sessionmaker
eng = create_engine(
"postgresql://scott:tiger@localhost/test",
isolation_level='REPEATABLE_READ')
maker = sessionmaker(bind=eng)
session = maker()
Setting Isolation for Individual Sessions
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
When we make a new :class:`.Session`, either using the constructor directly
or when we call upon the callable produced by a :class:`.sessionmaker`,
we can pass the ``bind`` argument directly, overriding the pre-existing bind.
We can combine this with the :meth:`.Engine.execution_options` method
in order to produce a copy of the original :class:`.Engine` that will
add this option::
session = maker(
bind=engine.execution_options(isolation_level='SERIALIZABLE'))
For the case where the :class:`.Session` or :class:`.sessionmaker` is
configured with multiple "binds", we can either re-specify the ``binds``
argument fully, or if we want to only replace specific binds, we
can use the :meth:`.Session.bind_mapper` or :meth:`.Session.bind_table`
methods::
session = maker()
session.bind_mapper(
User, user_engine.execution_options(isolation_level='SERIALIZABLE'))
We can also use the individual transaction method that follows.
Setting Isolation for Individual Transactions
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
A key caveat regarding isolation level is that the setting cannot be
safely modified on a :class:`.Connection` where a transaction has already
started. Databases cannot change the isolation level of a transaction
in progress, and some DBAPIs and SQLAlchemy dialects
have inconsistent behaviors in this area. Some may implicitly emit a
ROLLBACK and some may implicitly emit a COMMIT, others may ignore the setting
until the next transaction. Therefore SQLAlchemy emits a warning if this
option is set when a transaction is already in play. The :class:`.Session`
object does not provide for us a :class:`.Connection` for use in a transaction
where the transaction is not already begun. So here, we need to pass
execution options to the :class:`.Session` at the start of a transaction
by passing :paramref:`.Session.connection.execution_options`
provided by the :meth:`.Session.connection` method::
from sqlalchemy.orm import Session
sess = Session(bind=engine)
sess.connection(execution_options={'isolation_level': 'SERIALIZABLE'})
# work with session
# commit transaction. the connection is released
# and reverted to its previous isolation level.
sess.commit()
Above, we first produce a :class:`.Session` using either the constructor
or a :class:`.sessionmaker`. Then we explicitly set up the start of
a transaction by calling upon :meth:`.Session.connection`, which provides
for execution options that will be passed to the connection before the
transaction is begun. If we are working with a :class:`.Session` that
has multiple binds or some other custom scheme for :meth:`.Session.get_bind`,
we can pass additional arguments to :meth:`.Session.connection` in order to
affect how the bind is procured::
sess = my_sesssionmaker()
# set up a transaction for the bind associated with
# the User mapper
sess.connection(
mapper=User,
execution_options={'isolation_level': 'SERIALIZABLE'})
# work with session
# commit transaction. the connection is released
# and reverted to its previous isolation level.
sess.commit()
The :paramref:`.Session.connection.execution_options` argument is only
accepted on the **first** call to :meth:`.Session.connection` for a
particular bind within a transaction. If a transaction is already begun
on the target connection, a warning is emitted::
>>> session = Session(eng)
>>> session.execute("select 1")
<sqlalchemy.engine.result.ResultProxy object at 0x1017a6c50>
>>> session.connection(execution_options={'isolation_level': 'SERIALIZABLE'})
sqlalchemy/orm/session.py:310: SAWarning: Connection is already established
for the given bind; execution_options ignored
.. versionadded:: 0.9.9 Added the
:paramref:`.Session.connection.execution_options`
parameter to :meth:`.Session.connection`.
Tracking Transaction State with Events
--------------------------------------
See the section :ref:`session_transaction_events` for an overview
of the available event hooks for session transaction state changes.
.. _session_external_transaction:
Joining a Session into an External Transaction (such as for test suites)
========================================================================
If a :class:`.Connection` is being used which is already in a transactional
state (i.e. has a :class:`.Transaction` established), a :class:`.Session` can
be made to participate within that transaction by just binding the
:class:`.Session` to that :class:`.Connection`. The usual rationale for this
is a test suite that allows ORM code to work freely with a :class:`.Session`,
including the ability to call :meth:`.Session.commit`, where afterwards the
entire database interaction is rolled back::
from sqlalchemy.orm import sessionmaker
from sqlalchemy import create_engine
from unittest import TestCase
# global application scope. create Session class, engine
Session = sessionmaker()
engine = create_engine('postgresql://...')
class SomeTest(TestCase):
def setUp(self):
# connect to the database
self.connection = engine.connect()
# begin a non-ORM transaction
self.trans = self.connection.begin()
# bind an individual Session to the connection
self.session = Session(bind=self.connection)
def test_something(self):
# use the session in tests.
self.session.add(Foo())
self.session.commit()
def tearDown(self):
self.session.close()
# rollback - everything that happened with the
# Session above (including calls to commit())
# is rolled back.
self.trans.rollback()
# return connection to the Engine
self.connection.close()
Above, we issue :meth:`.Session.commit` as well as
:meth:`.Transaction.rollback`. This is an example of where we take advantage
of the :class:`.Connection` object's ability to maintain *subtransactions*, or
nested begin/commit-or-rollback pairs where only the outermost begin/commit
pair actually commits the transaction, or if the outermost block rolls back,
everything is rolled back.
.. topic:: Supporting Tests with Rollbacks
The above recipe works well for any kind of database enabled test, except
for a test that needs to actually invoke :meth:`.Session.rollback` within
the scope of the test itself. The above recipe can be expanded, such
that the :class:`.Session` always runs all operations within the scope
of a SAVEPOINT, which is established at the start of each transaction,
so that tests can also rollback the "transaction" as well while still
remaining in the scope of a larger "transaction" that's never committed,
using two extra events::
from sqlalchemy import event
class SomeTest(TestCase):
def setUp(self):
# connect to the database
self.connection = engine.connect()
# begin a non-ORM transaction
self.trans = connection.begin()
# bind an individual Session to the connection
self.session = Session(bind=self.connection)
# start the session in a SAVEPOINT...
self.session.begin_nested()
# then each time that SAVEPOINT ends, reopen it
@event.listens_for(self.session, "after_transaction_end")
def restart_savepoint(session, transaction):
if transaction.nested and not transaction._parent.nested:
# ensure that state is expired the way
# session.commit() at the top level normally does
# (optional step)
session.expire_all()
session.begin_nested()
# ... the tearDown() method stays the same
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