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nexedi
ZODB
Commits
f5bf3ed7
Commit
f5bf3ed7
authored
Sep 12, 2016
by
Jim Fulton
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Added section on retrying transactions on conflicts
And other editorial changes.
parent
8f33e101
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1
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doc/guide/transactions-and-threading.rst
doc/guide/transactions-and-threading.rst
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doc/guide/transactions-and-threading.rst
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f5bf3ed7
...
...
@@ -69,7 +69,7 @@ objects involved:
Transaction
Transactions
represent
units
of
work
.
Each
transaction
has
a
beginning
and
an end. Transaction provide the
an
end
.
Transaction
s
provide
the
:
interface
:`~
transaction
.
interfaces
.
ITransaction
`
interface
.
Transaction
manager
...
...
@@ -156,8 +156,8 @@ error.
We used ``as trans`` above to get the transaction.
Databases provide the :meth:`~ZODB.DB.transaction` to execute a code
block
in
a transaction::
Databases provide the :meth:`~ZODB.DB.transaction`
method
to execute a code
block
as
a transaction::
with db.transaction() as conn2:
conn2.root.x += 1
...
...
@@ -166,10 +166,10 @@ block in a transaction::
>>> exec(src)
Here, when we used ``as``, we got a connection, not a transaction.
This is because a new connection is opened by the
:meth:`~ZODB.DB.transaction`` method. A new transaction manager was
used as well
.
This opens a connection, assignes it it'
s
own
context
manager
,
and
executes
the
nested
code
in
a
transaction
.
We
used
``
as
conn2
``
to
get
the
connection
.
The
transaction
boundaries
are
defined
``
with
``
statement
.
Getting
a
connection
's transaction manager
------------------------------------------
...
...
@@ -206,9 +206,9 @@ same value for ``x`` that we set earlier:
>>>
conn
.
root
.
x
3
This is because it's still in the same transaction that was
implicitly
begun when a change was last committed against it. If we want to se
e
changes, we
have to begin a new transaction:
This
is
because
it
's still in the same transaction that was
begun when
a change was last committed against it. If we want to see changes, w
e
have to begin a new transaction:
>>> trans = my_transaction_manager.begin()
>>> conn.root.x
...
...
@@ -261,19 +261,73 @@ This isn't always easy.
Sometimes
you
may
need
to
queue
some
operations
that
update
shared
data
structures
,
like
indexes
,
so
the
updates
can
be
made
by
a
dedicated thread or process, without simultaneous updates.
dedicated
thread
or
process
,
without
making
simultaneous
updates
.
Retrying
transactions
~~~~~~~~~~~~~~~~~~~~~
The
most
common
way
to
deal
with
conflict
errors
is
to
catch
them
and
retry
transactions
.
To
do
this
manually
,
involves
code
that
looks
something
like
this
::
max_attempts
=
3
attempts
=
0
while
1
:
try
:
with
transaction
.
manager
:
...
code
that
updates
a
database
except
transaction
.
interfaces
.
TransientError
:
attempts
+=
1
if
attempts
==
max_attempts
:
raise
else
:
break
In
the
example
above
,
we
used
``
transaction
.
manager
``
to
refer
to
the
thread
-
local
transaction
manager
,
which
we
then
used
used
with
the
``
with
``
statement
.
When
a
conflict
error
occurs
,
the
transaction
must
be
aborted
before
retrying
the
update
.
Using
the
transaction
manager
as
a
context
manager
in
the
``
with
``
statement
takes
care
of
this
for
us
.
The
example
above
is
rather
tedious
.
There
are
a
number
of
tools
to
automate
transaction
retry
.
The
`
transaction
<
http
://
zodb
.
readthedocs
.
io
/
en
/
latest
/
transactions
.
html
#
retrying
-
transactions
>`
_
package
provides
a
context
-
manager
-
based
mechanism
for
retrying
transactions
::
for
attempt
in
transaction
.
manager
.
attempts
():
with
attempt
:
...
code
that
updates
a
database
Which
is
shorter
and
simpler
[#
but
-
obscure
]
_
.
For
Python
web
frameworks
,
there
are
WSGI
[#
wtf
-
wsgi
]
_
middle
-
ware
components
,
such
as
`
repoze
.
tm2
<
https
://
pypi
.
python
.
org
/
pypi
/
repoze
.
tm2
>`
_
that
align
transaction
boundaries
with
HTTP
requests
and
retry
transactions
when
there
are
transient
errors
.
For
applications
like
queue
workers
or
`
cron
jobs
<
https
://
en
.
wikipedia
.
org
/
wiki
/
Cron
>`
_
,
conflicts
can
sometimes
be
allowed
to
fail
,
letting
other
queue
workers
or
subsequent
cron
-
job
runs
retry
the
work
,
Conflict
resolution
~~~~~~~~~~~~~~~~~~~
ZODB
provides
a
conflict
-
resolution
framework
for
merging
conflicting
changes. Commonly used objects that implement conflict resolution are
changes
.
When
conflicts
occur
,
conflict
resolution
is
used
,
when
possible
,
to
resolve
the
conflicts
without
raising
a
ConflictError
to
the
application
.
Commonly
used
objects
that
implement
conflict
resolution
are
buckets
and
``
Length
``
objects
provided
by
the
`
BTree
<
https
://
pythonhosted
.
org
/
BTrees
/>`
_
package
.
The
main
data
structures
provided
by
BTrees
:
BTrees
and
TreeSets
,
spread
their
data
over
multiple
objects
.
The
leaf
-
level
objects
,
called *buckets* allow distinct keys to be updated without causing
called
*
buckets
*
,
allow
distinct
keys
to
be
updated
without
causing
conflicts
[#
usually
-
avoids
-
conflicts
]
_
.
``
Length
``
objects
are
conflict
-
free
counters
,
that
merge
changes
by
...
...
@@ -377,6 +431,12 @@ Some things to keep in mind when utilizing multiple processes:
<
http
://
www
.
neoppod
.
org
/>`
_
,
that
supports
multiple
processes
.
None
of
the
included
storages
do
.
..
[#
but
-
obscure
]
But
also
a
bit
obscure
.
The
Python
context
-
manager
mechanism
isn
't a great fit for the transaction-retry use case.
.. [#wtf-wsgi] `Web Server Gateway Interface
<http://wsgi.readthedocs.io/en/latest/>`_
.. [#usually-avoids-conflicts] Conflicts can still occur when buckets
split due to added objects causing them to exceed their maximum size.
...
...
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