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nexedi
mitogen
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4a6d55ce
Commit
4a6d55ce
authored
Feb 12, 2018
by
David Wilson
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docs: vastly simplify importer concurrency docs
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@@ -682,93 +682,81 @@ Package children are enumerated using :py:func:`pkgutil.iter_modules`.
Concurrency
###########
The importer must ensure duplicate requests are never issued to the parent,
either due to an import originating on a local thread, or many
:py:data:`GET_MODULE` requests originating from children. This allows parents
to assume that when a module has been requested once by a downstream
connection, it need never be re-sent, for example, if it appears as a
preloading dependency in a subsequent module request, or it was just requested
immediately after being sent as a preloading dependency for a module request by
some indirect descendent.
Since requests from children are serviced on the IO multiplexer thread
concurrent to local thread requests, care is required to ensure deadlock cannot
occur.
Duplicate requests must never be issued to the parent, either due to a local
import or any :py:data:`GET_MODULE` originating from a child. This lets parents
assume a module requested once by a downstream connection need never be
re-sent, for example, if it appears as a preloading dependency in a subsequent
:py:data:`GET_MODULE`, or had been requested immediately after being sent as a
preloading dependency for an unrelated request by a descendent.
Therefore each tree layer must deduplicate :py:data:`GET_MODULE` requests, and
synchronize their descendents and local threads on corresponding
:py:data:`LOAD_MODULE` responses from the parent.
In each context, pending requests are serialized by a
:py:class:`threading.Lock` within :py:class:`mitogen.core.Importer`, which may
only be held for operations that cannot block, since :py:class:`ModuleForwarder
<mitogen.master.ModuleForwarder>` must acquire it while servicing
:py:data:`GET_MODULE` requests on the IO multiplexer thread.
<mitogen.master.ModuleForwarder>` must acquire it while synchronizing
:py:data:`GET_MODULE` requests from children on the IO multiplexer thread.
Requests From Local Threads
~~~~~~~~~~~~~~~~~~~~~~~~~~~
When Mitogen begins satisfying an import, it is known the module has never been
imported in the local process. :py:class:`Importer <mitogen.core.Importer>`
executes under the runtime importer lock, ensuring :py:keyword:`import`
statements executing in local threads are serialized.
.. note::
In Python 2, :py:exc:`ImportError` is raised when :py:keyword:`import` is
attempted while the runtime import lock is held by another thread,
therefore imports must be serialized by only attempting them from the main
(:py:data:`CALL_FUNCTION`) thread.
The design must also take into account complications in Python 2.x'
s
import
locking
semantics
,
where
a
global
lock
exists
to
protect
:
py
:
data
:`
sys
.
modules
`,
in
addition
to
a
per
-
module
lock
that
protects
the
module
object
itself
,
so
that
a
module
being
initialized
on
one
thread
cannot
be
observed
in
a
partially
initialized
state
from
another
thread
.
The problem is most likely to manifest in third party libraries that lazily
import optional dependencies at runtime from a non-main thread. The
workaround is to explicitly import those dependencies from the main thread
before initializing the third party library.
Import
locking
changed
significantly
in
Python
3.5
,
but
this
design
is
not
yet
verified
to
work
correctly
with
3.
x
.
See
`
Python
Issue
#
9260
`
_
.
This was fixed in Python 3.5, but Python 3.x is not yet supported. See
`Python Issue #9260`_.
.. _Python Issue #9260: https://bugs.python.org/issue9260
While holding its own lock, :py:class:`Importer <mitogen.core.Importer>`
checks if the source is not yet cached, determines if an in-flight
:py:data:`GET_MODULE` exists for it, starting one if none exists, adds itself
to a list of callbacks fired when a corresponding :py:data:`LOAD_MODULE`
arrives from the parent, then sleeps waiting for the callback.
Local
Thread
Requests
~~~~~~~~~~~~~~~~~~~~~
In
Python
2.
x
,
by
the
time
:
py
:
class
:`
mitogen
.
core
.
Importer
`
is
invoked
on
a
local
thread
,
the
Python
importer
lock
has
already
been
acquired
by
the
import
machinery
.
``
ImportError
``
will
be
raised
unconditionally
by
Python
if
another
thread
attempts
an
import
while
this
lock
is
held
,
therefore
imports
should
always
be
serialized
by
only
attempting
them
from
the
main
(:
py
:
data
:`
CALL_FUNCTION
`)
thread
.
By
the
time
Mitogen
begins
satisfying
a
local
thread
request
,
it
is
known
that
the
module
has
never
previously
been
imported
in
the
local
process
.
A
local
thread
request
:
1.
Takes
the
Mitogen
importer
lock
.
2.
Checks
if
the
module
is
already
cached
.
3.
If
the
module
source
is
not
yet
cached
,
1.
If
no
in
-
flight
request
for
the
exists
module
,
a
.
a
:
py
:
class
:`
threading
.
Event
`
is
created
that
fires
when
the
module
source
becomes
available
,
b
.
the
Event
's :py:meth:`set <threading.Event.set>` method is added to a
list of callbacks fired when a :py:data:`LOAD_MODULE` arrives from the
parent containing the module source.
2. If a request is in-flight, the existing Event is reused by step 7 below.
4. Releases the importer lock.
5. If the module source was already cached, skip to step 8.
6. If this thread was responsible for creating the :py:class:`threading.Event`,
it issues a :py:data:`GET_MODULE` request to the parent context.
7. Sleeps waiting for the event to be set.
8. Instantiates the module using the best practice documented in `PEP 302`_.
When the source becomes available, the module is constructed on the calling
thread using the best practice documented in `PEP 302`_.
.. _PEP 302: https://www.python.org/dev/peps/pep-0302/
Child Context Requests
Requests From Children
~~~~~~~~~~~~~~~~~~~~~~
When :py:class:`ModuleForwarder <mitogen.master.ModuleForwarder>` receives a
:py:data:`GET_MODULE` request from a child context, it:
1. Takes the Mitogen importer lock.
2. Checks if the module is already cached.
3. If the module source is not yet cached,
1. If this is the first request for the module,
a. a :py:class:`threading.Event` is created that fires when the module
source becomes available,
b. the Event'
s
:
py
:
meth
:`
set
<
threading
.
Event
.
set
>`
method
is
added
to
a
list
of
callbacks
fired
when
a
:
py
:
data
:`
LOAD_MODULE
`
arrives
from
the
parent
containing
the
module
source
.
2.
If
a
request
is
in
-
flight
,
the
existing
Event
is
reused
by
step
7
below
.
4.
Releases
the
importer
lock
.
5.
If
the
module
source
was
already
cached
,
skip
to
step
8.
6.
If
this
thread
was
responsible
for
creating
the
:
py
:
class
:`
threading
.
Event
`,
it
issues
a
:
py
:
data
:`
GET_MODULE
`
request
to
the
parent
context
.
7.
Sleeps
waiting
for
the
event
to
be
set
.
8.
Instantiates
the
module
using
the
best
practice
documented
in
`
PEP
302
`
_
.
As with local imports, when :py:data:`GET_MODULE` is received from a child,
while holding the :py:class:`Importer <mitogen.core.Importer>` lock,
:py:class:`ModuleForwarder <mitogen.master.ModuleForwarder>` checks if the
source is not yet cached, determines if an in-flight :py:data:`GET_MODULE`
toward the parent exists for it, starting one if none exists, then adds a
completion handler to the list of callbacks fired when a corresponding
:py:data:`LOAD_MODULE` arrives from the parent.
When the source becomes available, the completion handler issues corresponding
:py:data:`LOAD_MODULE` messages toward the child for the requested module after
any required for dependencies known to be absent from the child.
Since intermediaries do not know a module'
s
dependencies
until
the
module
's
source arrives, it is not possible to preemptively issue :py:data:`LOAD_MODULE`
for those dependencies toward a requesting child as they become available from
the parent at the intermediary. This creates needless network serialization and
latency that should be addressed in a future design.
Use Of Threads
...
...
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