|
|
# encoding: utf-8
|
|
|
# -*- test-case-name: IPython.kernel.test.test_multiengine -*-
|
|
|
|
|
|
"""Adapt the IPython ControllerServer to IMultiEngine.
|
|
|
|
|
|
This module provides classes that adapt a ControllerService to the
|
|
|
IMultiEngine interface. This interface is a basic interactive interface
|
|
|
for working with a set of engines where it is desired to have explicit
|
|
|
access to each registered engine.
|
|
|
|
|
|
The classes here are exposed to the network in files like:
|
|
|
|
|
|
* multienginevanilla.py
|
|
|
* multienginepb.py
|
|
|
"""
|
|
|
|
|
|
__docformat__ = "restructuredtext en"
|
|
|
|
|
|
#-------------------------------------------------------------------------------
|
|
|
# Copyright (C) 2008 The IPython Development Team
|
|
|
#
|
|
|
# Distributed under the terms of the BSD License. The full license is in
|
|
|
# the file COPYING, distributed as part of this software.
|
|
|
#-------------------------------------------------------------------------------
|
|
|
|
|
|
#-------------------------------------------------------------------------------
|
|
|
# Imports
|
|
|
#-------------------------------------------------------------------------------
|
|
|
|
|
|
from new import instancemethod
|
|
|
from types import FunctionType
|
|
|
|
|
|
from twisted.application import service
|
|
|
from twisted.internet import defer, reactor
|
|
|
from twisted.python import log, components, failure
|
|
|
from zope.interface import Interface, implements, Attribute
|
|
|
|
|
|
from IPython.tools import growl
|
|
|
from IPython.kernel.util import printer
|
|
|
from IPython.kernel.twistedutil import gatherBoth
|
|
|
from IPython.kernel import map as Map
|
|
|
from IPython.kernel import error
|
|
|
from IPython.kernel.pendingdeferred import PendingDeferredManager, two_phase
|
|
|
from IPython.kernel.controllerservice import \
|
|
|
ControllerAdapterBase, \
|
|
|
ControllerService, \
|
|
|
IControllerBase
|
|
|
|
|
|
|
|
|
#-------------------------------------------------------------------------------
|
|
|
# Interfaces for the MultiEngine representation of a controller
|
|
|
#-------------------------------------------------------------------------------
|
|
|
|
|
|
class IEngineMultiplexer(Interface):
|
|
|
"""Interface to multiple engines implementing IEngineCore/Serialized/Queued.
|
|
|
|
|
|
This class simply acts as a multiplexer of methods that are in the
|
|
|
various IEngines* interfaces. Thus the methods here are jut like those
|
|
|
in the IEngine* interfaces, but with an extra first argument, targets.
|
|
|
The targets argument can have the following forms:
|
|
|
|
|
|
* targets = 10 # Engines are indexed by ints
|
|
|
* targets = [0,1,2,3] # A list of ints
|
|
|
* targets = 'all' # A string to indicate all targets
|
|
|
|
|
|
If targets is bad in any way, an InvalidEngineID will be raised. This
|
|
|
includes engines not being registered.
|
|
|
|
|
|
All IEngineMultiplexer multiplexer methods must return a Deferred to a list
|
|
|
with length equal to the number of targets. The elements of the list will
|
|
|
correspond to the return of the corresponding IEngine method.
|
|
|
|
|
|
Failures are aggressive, meaning that if an action fails for any target,
|
|
|
the overall action will fail immediately with that Failure.
|
|
|
|
|
|
:Parameters:
|
|
|
targets : int, list of ints, or 'all'
|
|
|
Engine ids the action will apply to.
|
|
|
|
|
|
:Returns: Deferred to a list of results for each engine.
|
|
|
|
|
|
:Exception:
|
|
|
InvalidEngineID
|
|
|
If the targets argument is bad or engines aren't registered.
|
|
|
NoEnginesRegistered
|
|
|
If there are no engines registered and targets='all'
|
|
|
"""
|
|
|
|
|
|
#---------------------------------------------------------------------------
|
|
|
# Mutiplexed methods
|
|
|
#---------------------------------------------------------------------------
|
|
|
|
|
|
def execute(lines, targets='all'):
|
|
|
"""Execute lines of Python code on targets.
|
|
|
|
|
|
See the class docstring for information about targets and possible
|
|
|
exceptions this method can raise.
|
|
|
|
|
|
:Parameters:
|
|
|
lines : str
|
|
|
String of python code to be executed on targets.
|
|
|
"""
|
|
|
|
|
|
def push(namespace, targets='all'):
|
|
|
"""Push dict namespace into the user's namespace on targets.
|
|
|
|
|
|
See the class docstring for information about targets and possible
|
|
|
exceptions this method can raise.
|
|
|
|
|
|
:Parameters:
|
|
|
namspace : dict
|
|
|
Dict of key value pairs to be put into the users namspace.
|
|
|
"""
|
|
|
|
|
|
def pull(keys, targets='all'):
|
|
|
"""Pull values out of the user's namespace on targets by keys.
|
|
|
|
|
|
See the class docstring for information about targets and possible
|
|
|
exceptions this method can raise.
|
|
|
|
|
|
:Parameters:
|
|
|
keys : tuple of strings
|
|
|
Sequence of keys to be pulled from user's namespace.
|
|
|
"""
|
|
|
|
|
|
def push_function(namespace, targets='all'):
|
|
|
""""""
|
|
|
|
|
|
def pull_function(keys, targets='all'):
|
|
|
""""""
|
|
|
|
|
|
def get_result(i=None, targets='all'):
|
|
|
"""Get the result for command i from targets.
|
|
|
|
|
|
See the class docstring for information about targets and possible
|
|
|
exceptions this method can raise.
|
|
|
|
|
|
:Parameters:
|
|
|
i : int or None
|
|
|
Command index or None to indicate most recent command.
|
|
|
"""
|
|
|
|
|
|
def reset(targets='all'):
|
|
|
"""Reset targets.
|
|
|
|
|
|
This clears the users namespace of the Engines, but won't cause
|
|
|
modules to be reloaded.
|
|
|
"""
|
|
|
|
|
|
def keys(targets='all'):
|
|
|
"""Get variable names defined in user's namespace on targets."""
|
|
|
|
|
|
def kill(controller=False, targets='all'):
|
|
|
"""Kill the targets Engines and possibly the controller.
|
|
|
|
|
|
:Parameters:
|
|
|
controller : boolean
|
|
|
Should the controller be killed as well. If so all the
|
|
|
engines will be killed first no matter what targets is.
|
|
|
"""
|
|
|
|
|
|
def push_serialized(namespace, targets='all'):
|
|
|
"""Push a namespace of Serialized objects to targets.
|
|
|
|
|
|
:Parameters:
|
|
|
namespace : dict
|
|
|
A dict whose keys are the variable names and whose values
|
|
|
are serialized version of the objects.
|
|
|
"""
|
|
|
|
|
|
def pull_serialized(keys, targets='all'):
|
|
|
"""Pull Serialized objects by keys from targets.
|
|
|
|
|
|
:Parameters:
|
|
|
keys : tuple of strings
|
|
|
Sequence of variable names to pull as serialized objects.
|
|
|
"""
|
|
|
|
|
|
def clear_queue(targets='all'):
|
|
|
"""Clear the queue of pending command for targets."""
|
|
|
|
|
|
def queue_status(targets='all'):
|
|
|
"""Get the status of the queue on the targets."""
|
|
|
|
|
|
def set_properties(properties, targets='all'):
|
|
|
"""set properties by key and value"""
|
|
|
|
|
|
def get_properties(keys=None, targets='all'):
|
|
|
"""get a list of properties by `keys`, if no keys specified, get all"""
|
|
|
|
|
|
def del_properties(keys, targets='all'):
|
|
|
"""delete properties by `keys`"""
|
|
|
|
|
|
def has_properties(keys, targets='all'):
|
|
|
"""get a list of bool values for whether `properties` has `keys`"""
|
|
|
|
|
|
def clear_properties(targets='all'):
|
|
|
"""clear the properties dict"""
|
|
|
|
|
|
|
|
|
class IMultiEngine(IEngineMultiplexer):
|
|
|
"""A controller that exposes an explicit interface to all of its engines.
|
|
|
|
|
|
This is the primary inteface for interactive usage.
|
|
|
"""
|
|
|
|
|
|
def get_ids():
|
|
|
"""Return list of currently registered ids.
|
|
|
|
|
|
:Returns: A Deferred to a list of registered engine ids.
|
|
|
"""
|
|
|
|
|
|
|
|
|
|
|
|
#-------------------------------------------------------------------------------
|
|
|
# Implementation of the core MultiEngine classes
|
|
|
#-------------------------------------------------------------------------------
|
|
|
|
|
|
class MultiEngine(ControllerAdapterBase):
|
|
|
"""The representation of a ControllerService as a IMultiEngine.
|
|
|
|
|
|
Although it is not implemented currently, this class would be where a
|
|
|
client/notification API is implemented. It could inherit from something
|
|
|
like results.NotifierParent and then use the notify method to send
|
|
|
notifications.
|
|
|
"""
|
|
|
|
|
|
implements(IMultiEngine)
|
|
|
|
|
|
def __init(self, controller):
|
|
|
ControllerAdapterBase.__init__(self, controller)
|
|
|
|
|
|
#---------------------------------------------------------------------------
|
|
|
# Helper methods
|
|
|
#---------------------------------------------------------------------------
|
|
|
|
|
|
def engineList(self, targets):
|
|
|
"""Parse the targets argument into a list of valid engine objects.
|
|
|
|
|
|
:Parameters:
|
|
|
targets : int, list of ints or 'all'
|
|
|
The targets argument to be parsed.
|
|
|
|
|
|
:Returns: List of engine objects.
|
|
|
|
|
|
:Exception:
|
|
|
InvalidEngineID
|
|
|
If targets is not valid or if an engine is not registered.
|
|
|
"""
|
|
|
if isinstance(targets, int):
|
|
|
if targets not in self.engines.keys():
|
|
|
log.msg("Engine with id %i is not registered" % targets)
|
|
|
raise error.InvalidEngineID("Engine with id %i is not registered" % targets)
|
|
|
else:
|
|
|
return [self.engines[targets]]
|
|
|
elif isinstance(targets, (list, tuple)):
|
|
|
for id in targets:
|
|
|
if id not in self.engines.keys():
|
|
|
log.msg("Engine with id %r is not registered" % id)
|
|
|
raise error.InvalidEngineID("Engine with id %r is not registered" % id)
|
|
|
return map(self.engines.get, targets)
|
|
|
elif targets == 'all':
|
|
|
eList = self.engines.values()
|
|
|
if len(eList) == 0:
|
|
|
msg = """There are no engines registered.
|
|
|
Check the logs in ~/.ipython/log if you think there should have been."""
|
|
|
raise error.NoEnginesRegistered(msg)
|
|
|
else:
|
|
|
return eList
|
|
|
else:
|
|
|
raise error.InvalidEngineID("targets argument is not an int, list of ints or 'all': %r"%targets)
|
|
|
|
|
|
def _performOnEngines(self, methodName, *args, **kwargs):
|
|
|
"""Calls a method on engines and returns deferred to list of results.
|
|
|
|
|
|
:Parameters:
|
|
|
methodName : str
|
|
|
Name of the method to be called.
|
|
|
targets : int, list of ints, 'all'
|
|
|
The targets argument to be parsed into a list of engine objects.
|
|
|
args
|
|
|
The positional keyword arguments to be passed to the engines.
|
|
|
kwargs
|
|
|
The keyword arguments passed to the method
|
|
|
|
|
|
:Returns: List of deferreds to the results on each engine
|
|
|
|
|
|
:Exception:
|
|
|
InvalidEngineID
|
|
|
If the targets argument is bad in any way.
|
|
|
AttributeError
|
|
|
If the method doesn't exist on one of the engines.
|
|
|
"""
|
|
|
targets = kwargs.pop('targets')
|
|
|
log.msg("Performing %s on %r" % (methodName, targets))
|
|
|
# log.msg("Performing %s(%r, %r) on %r" % (methodName, args, kwargs, targets))
|
|
|
# This will and should raise if targets is not valid!
|
|
|
engines = self.engineList(targets)
|
|
|
dList = []
|
|
|
for e in engines:
|
|
|
meth = getattr(e, methodName, None)
|
|
|
if meth is not None:
|
|
|
dList.append(meth(*args, **kwargs))
|
|
|
else:
|
|
|
raise AttributeError("Engine %i does not have method %s" % (e.id, methodName))
|
|
|
return dList
|
|
|
|
|
|
def _performOnEnginesAndGatherBoth(self, methodName, *args, **kwargs):
|
|
|
"""Called _performOnEngines and wraps result/exception into deferred."""
|
|
|
try:
|
|
|
dList = self._performOnEngines(methodName, *args, **kwargs)
|
|
|
except (error.InvalidEngineID, AttributeError, KeyError, error.NoEnginesRegistered):
|
|
|
return defer.fail(failure.Failure())
|
|
|
else:
|
|
|
# Having fireOnOneErrback is causing problems with the determinacy
|
|
|
# of the system. Basically, once a single engine has errbacked, this
|
|
|
# method returns. In some cases, this will cause client to submit
|
|
|
# another command. Because the previous command is still running
|
|
|
# on some engines, this command will be queued. When those commands
|
|
|
# then errback, the second command will raise QueueCleared. Ahhh!
|
|
|
d = gatherBoth(dList,
|
|
|
fireOnOneErrback=0,
|
|
|
consumeErrors=1,
|
|
|
logErrors=0)
|
|
|
d.addCallback(error.collect_exceptions, methodName)
|
|
|
return d
|
|
|
|
|
|
#---------------------------------------------------------------------------
|
|
|
# General IMultiEngine methods
|
|
|
#---------------------------------------------------------------------------
|
|
|
|
|
|
def get_ids(self):
|
|
|
return defer.succeed(self.engines.keys())
|
|
|
|
|
|
#---------------------------------------------------------------------------
|
|
|
# IEngineMultiplexer methods
|
|
|
#---------------------------------------------------------------------------
|
|
|
|
|
|
def execute(self, lines, targets='all'):
|
|
|
return self._performOnEnginesAndGatherBoth('execute', lines, targets=targets)
|
|
|
|
|
|
def push(self, ns, targets='all'):
|
|
|
return self._performOnEnginesAndGatherBoth('push', ns, targets=targets)
|
|
|
|
|
|
def pull(self, keys, targets='all'):
|
|
|
return self._performOnEnginesAndGatherBoth('pull', keys, targets=targets)
|
|
|
|
|
|
def push_function(self, ns, targets='all'):
|
|
|
return self._performOnEnginesAndGatherBoth('push_function', ns, targets=targets)
|
|
|
|
|
|
def pull_function(self, keys, targets='all'):
|
|
|
return self._performOnEnginesAndGatherBoth('pull_function', keys, targets=targets)
|
|
|
|
|
|
def get_result(self, i=None, targets='all'):
|
|
|
return self._performOnEnginesAndGatherBoth('get_result', i, targets=targets)
|
|
|
|
|
|
def reset(self, targets='all'):
|
|
|
return self._performOnEnginesAndGatherBoth('reset', targets=targets)
|
|
|
|
|
|
def keys(self, targets='all'):
|
|
|
return self._performOnEnginesAndGatherBoth('keys', targets=targets)
|
|
|
|
|
|
def kill(self, controller=False, targets='all'):
|
|
|
if controller:
|
|
|
targets = 'all'
|
|
|
d = self._performOnEnginesAndGatherBoth('kill', targets=targets)
|
|
|
if controller:
|
|
|
log.msg("Killing controller")
|
|
|
d.addCallback(lambda _: reactor.callLater(2.0, reactor.stop))
|
|
|
# Consume any weird stuff coming back
|
|
|
d.addBoth(lambda _: None)
|
|
|
return d
|
|
|
|
|
|
def push_serialized(self, namespace, targets='all'):
|
|
|
for k, v in namespace.iteritems():
|
|
|
log.msg("Pushed object %s is %f MB" % (k, v.getDataSize()))
|
|
|
d = self._performOnEnginesAndGatherBoth('push_serialized', namespace, targets=targets)
|
|
|
return d
|
|
|
|
|
|
def pull_serialized(self, keys, targets='all'):
|
|
|
try:
|
|
|
dList = self._performOnEngines('pull_serialized', keys, targets=targets)
|
|
|
except (error.InvalidEngineID, AttributeError, error.NoEnginesRegistered):
|
|
|
return defer.fail(failure.Failure())
|
|
|
else:
|
|
|
for d in dList:
|
|
|
d.addCallback(self._logSizes)
|
|
|
d = gatherBoth(dList,
|
|
|
fireOnOneErrback=0,
|
|
|
consumeErrors=1,
|
|
|
logErrors=0)
|
|
|
d.addCallback(error.collect_exceptions, 'pull_serialized')
|
|
|
return d
|
|
|
|
|
|
def _logSizes(self, listOfSerialized):
|
|
|
if isinstance(listOfSerialized, (list, tuple)):
|
|
|
for s in listOfSerialized:
|
|
|
log.msg("Pulled object is %f MB" % s.getDataSize())
|
|
|
else:
|
|
|
log.msg("Pulled object is %f MB" % listOfSerialized.getDataSize())
|
|
|
return listOfSerialized
|
|
|
|
|
|
def clear_queue(self, targets='all'):
|
|
|
return self._performOnEnginesAndGatherBoth('clear_queue', targets=targets)
|
|
|
|
|
|
def queue_status(self, targets='all'):
|
|
|
log.msg("Getting queue status on %r" % targets)
|
|
|
try:
|
|
|
engines = self.engineList(targets)
|
|
|
except (error.InvalidEngineID, AttributeError, error.NoEnginesRegistered):
|
|
|
return defer.fail(failure.Failure())
|
|
|
else:
|
|
|
dList = []
|
|
|
for e in engines:
|
|
|
dList.append(e.queue_status().addCallback(lambda s:(e.id, s)))
|
|
|
d = gatherBoth(dList,
|
|
|
fireOnOneErrback=0,
|
|
|
consumeErrors=1,
|
|
|
logErrors=0)
|
|
|
d.addCallback(error.collect_exceptions, 'queue_status')
|
|
|
return d
|
|
|
|
|
|
def get_properties(self, keys=None, targets='all'):
|
|
|
log.msg("Getting properties on %r" % targets)
|
|
|
try:
|
|
|
engines = self.engineList(targets)
|
|
|
except (error.InvalidEngineID, AttributeError, error.NoEnginesRegistered):
|
|
|
return defer.fail(failure.Failure())
|
|
|
else:
|
|
|
dList = [e.get_properties(keys) for e in engines]
|
|
|
d = gatherBoth(dList,
|
|
|
fireOnOneErrback=0,
|
|
|
consumeErrors=1,
|
|
|
logErrors=0)
|
|
|
d.addCallback(error.collect_exceptions, 'get_properties')
|
|
|
return d
|
|
|
|
|
|
def set_properties(self, properties, targets='all'):
|
|
|
log.msg("Setting properties on %r" % targets)
|
|
|
try:
|
|
|
engines = self.engineList(targets)
|
|
|
except (error.InvalidEngineID, AttributeError, error.NoEnginesRegistered):
|
|
|
return defer.fail(failure.Failure())
|
|
|
else:
|
|
|
dList = [e.set_properties(properties) for e in engines]
|
|
|
d = gatherBoth(dList,
|
|
|
fireOnOneErrback=0,
|
|
|
consumeErrors=1,
|
|
|
logErrors=0)
|
|
|
d.addCallback(error.collect_exceptions, 'set_properties')
|
|
|
return d
|
|
|
|
|
|
def has_properties(self, keys, targets='all'):
|
|
|
log.msg("Checking properties on %r" % targets)
|
|
|
try:
|
|
|
engines = self.engineList(targets)
|
|
|
except (error.InvalidEngineID, AttributeError, error.NoEnginesRegistered):
|
|
|
return defer.fail(failure.Failure())
|
|
|
else:
|
|
|
dList = [e.has_properties(keys) for e in engines]
|
|
|
d = gatherBoth(dList,
|
|
|
fireOnOneErrback=0,
|
|
|
consumeErrors=1,
|
|
|
logErrors=0)
|
|
|
d.addCallback(error.collect_exceptions, 'has_properties')
|
|
|
return d
|
|
|
|
|
|
def del_properties(self, keys, targets='all'):
|
|
|
log.msg("Deleting properties on %r" % targets)
|
|
|
try:
|
|
|
engines = self.engineList(targets)
|
|
|
except (error.InvalidEngineID, AttributeError, error.NoEnginesRegistered):
|
|
|
return defer.fail(failure.Failure())
|
|
|
else:
|
|
|
dList = [e.del_properties(keys) for e in engines]
|
|
|
d = gatherBoth(dList,
|
|
|
fireOnOneErrback=0,
|
|
|
consumeErrors=1,
|
|
|
logErrors=0)
|
|
|
d.addCallback(error.collect_exceptions, 'del_properties')
|
|
|
return d
|
|
|
|
|
|
def clear_properties(self, targets='all'):
|
|
|
log.msg("Clearing properties on %r" % targets)
|
|
|
try:
|
|
|
engines = self.engineList(targets)
|
|
|
except (error.InvalidEngineID, AttributeError, error.NoEnginesRegistered):
|
|
|
return defer.fail(failure.Failure())
|
|
|
else:
|
|
|
dList = [e.clear_properties() for e in engines]
|
|
|
d = gatherBoth(dList,
|
|
|
fireOnOneErrback=0,
|
|
|
consumeErrors=1,
|
|
|
logErrors=0)
|
|
|
d.addCallback(error.collect_exceptions, 'clear_properties')
|
|
|
return d
|
|
|
|
|
|
|
|
|
components.registerAdapter(MultiEngine,
|
|
|
IControllerBase,
|
|
|
IMultiEngine)
|
|
|
|
|
|
|
|
|
#-------------------------------------------------------------------------------
|
|
|
# Interfaces for the Synchronous MultiEngine
|
|
|
#-------------------------------------------------------------------------------
|
|
|
|
|
|
class ISynchronousEngineMultiplexer(Interface):
|
|
|
pass
|
|
|
|
|
|
|
|
|
class ISynchronousMultiEngine(ISynchronousEngineMultiplexer):
|
|
|
"""Synchronous, two-phase version of IMultiEngine.
|
|
|
|
|
|
Methods in this interface are identical to those of IMultiEngine, but they
|
|
|
take one additional argument:
|
|
|
|
|
|
execute(lines, targets='all') -> execute(lines, targets='all, block=True)
|
|
|
|
|
|
:Parameters:
|
|
|
block : boolean
|
|
|
Should the method return a deferred to a deferredID or the
|
|
|
actual result. If block=False a deferred to a deferredID is
|
|
|
returned and the user must call `get_pending_deferred` at a later
|
|
|
point. If block=True, a deferred to the actual result comes back.
|
|
|
"""
|
|
|
def get_pending_deferred(deferredID, block=True):
|
|
|
""""""
|
|
|
|
|
|
def clear_pending_deferreds():
|
|
|
""""""
|
|
|
|
|
|
|
|
|
#-------------------------------------------------------------------------------
|
|
|
# Implementation of the Synchronous MultiEngine
|
|
|
#-------------------------------------------------------------------------------
|
|
|
|
|
|
class SynchronousMultiEngine(PendingDeferredManager):
|
|
|
"""Adapt an `IMultiEngine` -> `ISynchronousMultiEngine`
|
|
|
|
|
|
Warning, this class uses a decorator that currently uses **kwargs.
|
|
|
Because of this block must be passed as a kwarg, not positionally.
|
|
|
"""
|
|
|
|
|
|
implements(ISynchronousMultiEngine)
|
|
|
|
|
|
def __init__(self, multiengine):
|
|
|
self.multiengine = multiengine
|
|
|
PendingDeferredManager.__init__(self)
|
|
|
|
|
|
#---------------------------------------------------------------------------
|
|
|
# Decorated pending deferred methods
|
|
|
#---------------------------------------------------------------------------
|
|
|
|
|
|
@two_phase
|
|
|
def execute(self, lines, targets='all'):
|
|
|
d = self.multiengine.execute(lines, targets)
|
|
|
return d
|
|
|
|
|
|
@two_phase
|
|
|
def push(self, namespace, targets='all'):
|
|
|
return self.multiengine.push(namespace, targets)
|
|
|
|
|
|
@two_phase
|
|
|
def pull(self, keys, targets='all'):
|
|
|
d = self.multiengine.pull(keys, targets)
|
|
|
return d
|
|
|
|
|
|
@two_phase
|
|
|
def push_function(self, namespace, targets='all'):
|
|
|
return self.multiengine.push_function(namespace, targets)
|
|
|
|
|
|
@two_phase
|
|
|
def pull_function(self, keys, targets='all'):
|
|
|
d = self.multiengine.pull_function(keys, targets)
|
|
|
return d
|
|
|
|
|
|
@two_phase
|
|
|
def get_result(self, i=None, targets='all'):
|
|
|
return self.multiengine.get_result(i, targets='all')
|
|
|
|
|
|
@two_phase
|
|
|
def reset(self, targets='all'):
|
|
|
return self.multiengine.reset(targets)
|
|
|
|
|
|
@two_phase
|
|
|
def keys(self, targets='all'):
|
|
|
return self.multiengine.keys(targets)
|
|
|
|
|
|
@two_phase
|
|
|
def kill(self, controller=False, targets='all'):
|
|
|
return self.multiengine.kill(controller, targets)
|
|
|
|
|
|
@two_phase
|
|
|
def push_serialized(self, namespace, targets='all'):
|
|
|
return self.multiengine.push_serialized(namespace, targets)
|
|
|
|
|
|
@two_phase
|
|
|
def pull_serialized(self, keys, targets='all'):
|
|
|
return self.multiengine.pull_serialized(keys, targets)
|
|
|
|
|
|
@two_phase
|
|
|
def clear_queue(self, targets='all'):
|
|
|
return self.multiengine.clear_queue(targets)
|
|
|
|
|
|
@two_phase
|
|
|
def queue_status(self, targets='all'):
|
|
|
return self.multiengine.queue_status(targets)
|
|
|
|
|
|
@two_phase
|
|
|
def set_properties(self, properties, targets='all'):
|
|
|
return self.multiengine.set_properties(properties, targets)
|
|
|
|
|
|
@two_phase
|
|
|
def get_properties(self, keys=None, targets='all'):
|
|
|
return self.multiengine.get_properties(keys, targets)
|
|
|
|
|
|
@two_phase
|
|
|
def has_properties(self, keys, targets='all'):
|
|
|
return self.multiengine.has_properties(keys, targets)
|
|
|
|
|
|
@two_phase
|
|
|
def del_properties(self, keys, targets='all'):
|
|
|
return self.multiengine.del_properties(keys, targets)
|
|
|
|
|
|
@two_phase
|
|
|
def clear_properties(self, targets='all'):
|
|
|
return self.multiengine.clear_properties(targets)
|
|
|
|
|
|
#---------------------------------------------------------------------------
|
|
|
# IMultiEngine methods
|
|
|
#---------------------------------------------------------------------------
|
|
|
|
|
|
def get_ids(self):
|
|
|
"""Return a list of registered engine ids.
|
|
|
|
|
|
Never use the two phase block/non-block stuff for this.
|
|
|
"""
|
|
|
return self.multiengine.get_ids()
|
|
|
|
|
|
|
|
|
components.registerAdapter(SynchronousMultiEngine, IMultiEngine, ISynchronousMultiEngine)
|
|
|
|
|
|
|
|
|
#-------------------------------------------------------------------------------
|
|
|
# Various high-level interfaces that can be used as MultiEngine mix-ins
|
|
|
#-------------------------------------------------------------------------------
|
|
|
|
|
|
#-------------------------------------------------------------------------------
|
|
|
# IMultiEngineCoordinator
|
|
|
#-------------------------------------------------------------------------------
|
|
|
|
|
|
class IMultiEngineCoordinator(Interface):
|
|
|
"""Methods that work on multiple engines explicitly."""
|
|
|
|
|
|
def scatter(key, seq, style='basic', flatten=False, targets='all'):
|
|
|
"""Partition and distribute a sequence to targets.
|
|
|
|
|
|
:Parameters:
|
|
|
key : str
|
|
|
The variable name to call the scattered sequence.
|
|
|
seq : list, tuple, array
|
|
|
The sequence to scatter. The type should be preserved.
|
|
|
style : string
|
|
|
A specification of how the sequence is partitioned. Currently
|
|
|
only 'basic' is implemented.
|
|
|
flatten : boolean
|
|
|
Should single element sequences be converted to scalars.
|
|
|
"""
|
|
|
|
|
|
def gather(key, style='basic', targets='all'):
|
|
|
"""Gather object key from targets.
|
|
|
|
|
|
:Parameters:
|
|
|
key : string
|
|
|
The name of a sequence on the targets to gather.
|
|
|
style : string
|
|
|
A specification of how the sequence is partitioned. Currently
|
|
|
only 'basic' is implemented.
|
|
|
"""
|
|
|
|
|
|
def map(func, seq, style='basic', targets='all'):
|
|
|
"""A parallelized version of Python's builtin map.
|
|
|
|
|
|
This function implements the following pattern:
|
|
|
|
|
|
1. The sequence seq is scattered to the given targets.
|
|
|
2. map(functionSource, seq) is called on each engine.
|
|
|
3. The resulting sequences are gathered back to the local machine.
|
|
|
|
|
|
:Parameters:
|
|
|
targets : int, list or 'all'
|
|
|
The engine ids the action will apply to. Call `get_ids` to see
|
|
|
a list of currently available engines.
|
|
|
func : str, function
|
|
|
An actual function object or a Python string that names a
|
|
|
callable defined on the engines.
|
|
|
seq : list, tuple or numpy array
|
|
|
The local sequence to be scattered.
|
|
|
style : str
|
|
|
Only 'basic' is supported for now.
|
|
|
|
|
|
:Returns: A list of len(seq) with functionSource called on each element
|
|
|
of seq.
|
|
|
|
|
|
Example
|
|
|
=======
|
|
|
|
|
|
>>> rc.mapAll('lambda x: x*x', range(10000))
|
|
|
[0,2,4,9,25,36,...]
|
|
|
"""
|
|
|
|
|
|
|
|
|
class ISynchronousMultiEngineCoordinator(IMultiEngineCoordinator):
|
|
|
"""Methods that work on multiple engines explicitly."""
|
|
|
pass
|
|
|
|
|
|
|
|
|
#-------------------------------------------------------------------------------
|
|
|
# IMultiEngineExtras
|
|
|
#-------------------------------------------------------------------------------
|
|
|
|
|
|
class IMultiEngineExtras(Interface):
|
|
|
|
|
|
def zip_pull(targets, *keys):
|
|
|
"""Pull, but return results in a different format from `pull`.
|
|
|
|
|
|
This method basically returns zip(pull(targets, *keys)), with a few
|
|
|
edge cases handled differently. Users of chainsaw will find this format
|
|
|
familiar.
|
|
|
|
|
|
:Parameters:
|
|
|
targets : int, list or 'all'
|
|
|
The engine ids the action will apply to. Call `get_ids` to see
|
|
|
a list of currently available engines.
|
|
|
keys: list or tuple of str
|
|
|
A list of variable names as string of the Python objects to be pulled
|
|
|
back to the client.
|
|
|
|
|
|
:Returns: A list of pulled Python objects for each target.
|
|
|
"""
|
|
|
|
|
|
def run(targets, fname):
|
|
|
"""Run a .py file on targets.
|
|
|
|
|
|
:Parameters:
|
|
|
targets : int, list or 'all'
|
|
|
The engine ids the action will apply to. Call `get_ids` to see
|
|
|
a list of currently available engines.
|
|
|
fname : str
|
|
|
The filename of a .py file on the local system to be sent to and run
|
|
|
on the engines.
|
|
|
block : boolean
|
|
|
Should I block or not. If block=True, wait for the action to
|
|
|
complete and return the result. If block=False, return a
|
|
|
`PendingResult` object that can be used to later get the
|
|
|
result. If block is not specified, the block attribute
|
|
|
will be used instead.
|
|
|
"""
|
|
|
|
|
|
|
|
|
class ISynchronousMultiEngineExtras(IMultiEngineExtras):
|
|
|
pass
|
|
|
|
|
|
|
|
|
#-------------------------------------------------------------------------------
|
|
|
# The full MultiEngine interface
|
|
|
#-------------------------------------------------------------------------------
|
|
|
|
|
|
class IFullMultiEngine(IMultiEngine,
|
|
|
IMultiEngineCoordinator,
|
|
|
IMultiEngineExtras):
|
|
|
pass
|
|
|
|
|
|
|
|
|
class IFullSynchronousMultiEngine(ISynchronousMultiEngine,
|
|
|
ISynchronousMultiEngineCoordinator,
|
|
|
ISynchronousMultiEngineExtras):
|
|
|
pass
|
|
|
|
|
|
|