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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:
...
@@ -69,7 +69,7 @@ objects involved:
Transaction
Transaction
Transactions
represent
units
of
work
.
Each
transaction
has
a
beginning
and
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
.
:
interface
:`~
transaction
.
interfaces
.
ITransaction
`
interface
.
Transaction
manager
Transaction
manager
...
@@ -156,8 +156,8 @@ error.
...
@@ -156,8 +156,8 @@ error.
We used ``as trans`` above to get the transaction.
We used ``as trans`` above to get the transaction.
Databases provide the :meth:`~ZODB.DB.transaction` to execute a code
Databases provide the :meth:`~ZODB.DB.transaction`
method
to execute a code
block
in
a transaction::
block
as
a transaction::
with db.transaction() as conn2:
with db.transaction() as conn2:
conn2.root.x += 1
conn2.root.x += 1
...
@@ -166,10 +166,10 @@ block in a transaction::
...
@@ -166,10 +166,10 @@ block in a transaction::
>>> exec(src)
>>> exec(src)
Here, when we used ``as``, we got a connection, not a transaction.
This opens a connection, assignes it it'
s
own
context
manager
,
and
This is because a new connection is opened by the
executes
the
nested
code
in
a
transaction
.
We
used
``
as
conn2
``
to
:meth:`~ZODB.DB.transaction`` method. A new transaction manager was
get
the
connection
.
The
transaction
boundaries
are
defined
``
with
``
used as well
.
statement
.
Getting
a
connection
's transaction manager
Getting
a
connection
's transaction manager
------------------------------------------
------------------------------------------
...
@@ -206,9 +206,9 @@ same value for ``x`` that we set earlier:
...
@@ -206,9 +206,9 @@ same value for ``x`` that we set earlier:
>>>
conn
.
root
.
x
>>>
conn
.
root
.
x
3
3
This is because it's still in the same transaction that was
implicitly
This
is
because
it
's still in the same transaction that was
begun when
begun when a change was last committed against it. If we want to se
e
a change was last committed against it. If we want to see changes, w
e
changes, we
have to begin a new transaction:
have to begin a new transaction:
>>> trans = my_transaction_manager.begin()
>>> trans = my_transaction_manager.begin()
>>> conn.root.x
>>> conn.root.x
...
@@ -261,19 +261,73 @@ This isn't always easy.
...
@@ -261,19 +261,73 @@ This isn't always easy.
Sometimes
you
may
need
to
queue
some
operations
that
update
shared
Sometimes
you
may
need
to
queue
some
operations
that
update
shared
data
structures
,
like
indexes
,
so
the
updates
can
be
made
by
a
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
Conflict
resolution
~~~~~~~~~~~~~~~~~~~
~~~~~~~~~~~~~~~~~~~
ZODB
provides
a
conflict
-
resolution
framework
for
merging
conflicting
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
buckets
and
``
Length
``
objects
provided
by
the
`
BTree
<
https
://
pythonhosted
.
org
/
BTrees
/>`
_
package
.
<
https
://
pythonhosted
.
org
/
BTrees
/>`
_
package
.
The
main
data
structures
provided
by
BTrees
:
BTrees
and
TreeSets
,
The
main
data
structures
provided
by
BTrees
:
BTrees
and
TreeSets
,
spread
their
data
over
multiple
objects
.
The
leaf
-
level
objects
,
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
]
_
.
conflicts
[#
usually
-
avoids
-
conflicts
]
_
.
``
Length
``
objects
are
conflict
-
free
counters
,
that
merge
changes
by
``
Length
``
objects
are
conflict
-
free
counters
,
that
merge
changes
by
...
@@ -377,6 +431,12 @@ Some things to keep in mind when utilizing multiple processes:
...
@@ -377,6 +431,12 @@ Some things to keep in mind when utilizing multiple processes:
<
http
://
www
.
neoppod
.
org
/>`
_
,
that
supports
multiple
processes
.
None
<
http
://
www
.
neoppod
.
org
/>`
_
,
that
supports
multiple
processes
.
None
of
the
included
storages
do
.
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
.. [#usually-avoids-conflicts] Conflicts can still occur when buckets
split due to added objects causing them to exceed their maximum size.
split due to added objects causing them to exceed their maximum size.
...
...
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