""" This module supports the thread-safe, asynchronous transmission of data ('delayed results') from a worker (non-GUI) thread to the main thread. Ie you don't need to mutex lock any data, the worker thread doesn't wait (or even check) for the result to be received, and the main thread doesn't wait for the worker thread to send the result. Instead, the consumer will be called automatically by the wx app when the worker thread result is available. In most cases you just need to use startWorker() with the correct parameters (your worker function and your 'consumer' in the simplest of cases). The only requirement on consumer is that it must accept a DelayedResult instance as first arg. In the following example, this will call consumer(delayedResult) with the return value from workerFn:: from delayedresult import startWorker startWorker(consumer, workerFn) More advanced uses: - The other parameters to startWorker() - Derive from Producer to override _extraInfo (e.g. to provide traceback info) - Create your own worker-function-thread wrapper instead of using Producer - Create your own Handler-like wrapper to pre- or post-process the result (see PreProcessChain) - Derive from Sender to use your own way of making result hop over the "thread boundary" (from non-main thread to main thread), e.g. using Queue Thanks to Josiah Carlson for critical feedback/ideas that helped me improve this module. :Copyright: (c) 2006 by Oliver Schoenborn :License: wxWidgets license :Version: 1.0 """ __author__ = 'Oliver Schoenborn at utoronto dot ca' __version__ = '1.0' __all__ = ('Sender', 'SenderNoWx', 'SenderWxEvent', 'SenderCallAfter', 'Handler', 'DelayedResult', 'Producer', 'startWorker', 'PreProcessChain') import wx import threading import traceback class Struct: """ An object that has attributes built from the dictionary given in constructor. So ss=Struct(a=1, b='b') will satisfy assert ss.a == 1 and assert ss.b == 'b'. """ def __init__(self, **kwargs): self.__dict__.update( kwargs ) class Handler: """ Bind some of the arguments and keyword arguments of a callable ('listener'). Then when the Handler instance is called (e.g. `handler(result, **kwargs)`) the result is passed as first argument to callable, the kwargs is combined with those given at construction, and the args are those given at construction. Its return value is returned. """ def __init__(self, listener, *args, **kwargs ): """Bind args and kwargs to listener. """ self.__listener = listener self.__args = args self.__kwargs = kwargs def __call__(self, result, **moreKwargs): """Listener is assumed to take result as first `arg`, then `*args`, then the combination of moreKwargs and the kwargs given at construction.""" if moreKwargs: moreKwargs.update(self.__kwargs) else: moreKwargs = self.__kwargs return self.__listener(result, *self.__args, **moreKwargs) class Sender: """ Base class for various kinds of senders. A sender sends a result produced by a worker funtion to a result handler (listener). Note that each sender can be given a "job id". This can be anything (number, string, id, and object, etc) and is not used, it is simply added as attribute whenever a DelayedResult is created. This allows you to know, if desired, what result corresponds to which sender. Note that uniqueness is not necessary. Derive from this class if none of the existing derived classes are adequate, and override _sendImpl(). """ def __init__(self, jobID=None): """The optional jobID can be anything that you want to use to track which sender particular results come from. """ self.__jobID = jobID def getJobID(self): """Return the jobID given at construction""" return self.__jobID def sendResult(self, result): """This will send the result to handler, using whatever technique the derived class uses. """ delayedResult = DelayedResult(result, jobID=self.__jobID) self._sendImpl(delayedResult) def sendException(self, exception, extraInfo = None, originalTb = None): """Use this when the worker function raised an exception. The *exception* is the instance of Exception caught. The extraInfo could be anything you want (e.g. locals or traceback etc), it will be added to the exception as attribute 'extraInfo'. The exception will be raised when DelayedResult.get() is called.""" assert exception is not None delayedResult = DelayedResult(extraInfo, exception=exception, jobID=self.__jobID, originalTb=originalTb) self._sendImpl(delayedResult) def _sendImpl(self, delayedResult): msg = '_sendImpl() must be implemented in %s' % self.__class__ raise NotImplementedError(msg) class SenderNoWx( Sender ): """ Sender that works without wx. The results are sent directly, ie the consumer will get them "in the worker thread". So it should only be used for testing. """ def __init__(self, consumer, jobID=None, args=(), kwargs={}): """The consumer can be any callable of the form `callable(result, *args, **kwargs)`""" Sender.__init__(self, jobID) if args or kwargs: self.__consumer = Handler(consumer, *args, **kwargs) else: self.__consumer = consumer def _sendImpl(self, delayedResult): self.__consumer(delayedResult) class SenderWxEvent( Sender ): """ This sender sends the delayed result produced in the worker thread to an event handler in the main thread, via a wx event of class *eventClass*. The result is an attribute of the event (default: "delayedResult". """ def __init__(self, handler, eventClass, resultAttr="delayedResult", jobID=None, **kwargs): """The handler must derive from wx.EvtHandler. The event class is typically the first item in the pair returned by wx.lib.newevent.NewEvent(). You can use the *resultAttr* to change the attribute name of the generated event's delayed result. """ Sender.__init__(self, jobID) if not isinstance(handler, wx.EvtHandler): msg = 'SenderWxEvent(handler=%s, ...) not allowed,' % type(handler) msg = '%s handler must derive from wx.EvtHandler' % msg raise ValueError(msg) self.__consumer = Struct(handler=handler, eventClass=eventClass, resultAttr=resultAttr, kwargs=kwargs) def _sendImpl(self, delayedResult): """Must not modify the consumer (that was created at construction) since might be shared by several senders, each sending from separate threads.""" consumer = self.__consumer kwargs = consumer.kwargs.copy() kwargs[ consumer.resultAttr ] = delayedResult event = consumer.eventClass(** kwargs) wx.PostEvent(consumer.handler, event) class SenderCallAfter( Sender ): """ This sender sends the delayed result produced in the worker thread to a callable in the main thread, via wx.CallAfter. """ def __init__(self, listener, jobID=None, args=(), kwargs={}): Sender.__init__(self, jobID) if args or kwargs: self.__consumer = Handler(listener, *args, **kwargs) else: self.__consumer = listener def _sendImpl(self, delayedResult): wx.CallAfter(self.__consumer, delayedResult) class DelayedResult: """ Represent the actual delayed result coming from the non-main thread. An instance of this is given to the result handler. This result is either a (reference to a) the value sent, or an exception. If the latter, the exception is raised when the get() method gets called. """ def __init__(self, result, jobID=None, exception = None, originalTb = None): """You should never have to call this yourself. A DelayedResult is created by a concrete Sender for you.""" self.__result = result self.__exception = exception self.__original_traceback = originalTb self.__jobID = jobID def getJobID(self): """Return the jobID given when Sender initialized, or None if none given. """ return self.__jobID def get(self): """Get the result. If an exception was sent instead of a result, (via Sender's sendExcept()), that **exception is raised**, and the original traceback is available as the 'originalTraceback' variable in the exception object. Otherwise, the result is simply returned. """ if self.__exception: # exception was raised! self.__exception.extraInfo = self.__result self.__exception.originalTraceback = self.__original_traceback raise self.__exception return self.__result class AbortedException(Exception): """Raise this in your worker function so that the sender knows not to send a result to handler.""" pass class Producer(threading.Thread): """ Represent the worker thread that produces delayed results. It causes the given function to run in a separate thread, and a sender to be used to send the return value of the function. As with any threading.Thread, instantiate and call start(). Note that if the workerFn raises AbortedException, the result is not sent and the thread terminates gracefully. """ def __init__(self, sender, workerFn, args=(), kwargs={}, name=None, group=None, daemon=False, sendReturn=True, senderArg=None): """The sender will send the return value of `workerFn(*args, **kwargs)` to the main thread. The name and group are same as threading.Thread constructor parameters. Daemon causes setDaemon() to be called. If sendReturn is False, then the return value of workerFn() will not be sent. If senderArg is given, it must be the name of the keyword arg to use to pass the sender into the workerFn, so the function can send (typically many) results.""" if senderArg: kwargs[senderArg] = sender def wrapper(): try: result = workerFn(*args, **kwargs) except AbortedException: pass except Exception as exc: originalTb = traceback.format_exc() extraInfo = self._extraInfo(exc) sender.sendException(exc, extraInfo, originalTb) else: if sendReturn: sender.sendResult(result) threading.Thread.__init__(self, name=name, group=group, target=wrapper) if daemon: self.setDaemon(daemon) def _extraInfo(self, exception): """This method could be overridden in a derived class to provide extra information when an exception is being sent instead of a result. """ return None class AbortEvent: """ Convenience class that represents a kind of threading.Event that raises AbortedException when called (see the __call__ method, everything else is just to make it look like threading.Event). """ def __init__(self): self.__ev = threading.Event() def __call__(self, timeout=None): """See if event has been set (wait at most timeout if given). If so, raise AbortedException. Otherwise return None. Allows you to do 'while not event():' which will always succeed unless the event has been set (then AbortedException will cause while to exit).""" if timeout: self.__ev.wait(timeout) if self.__ev.isSet(): raise AbortedException() return None def __getattr__(self, name): """This allows us to be a kind of threading.Event.""" if name in ('set','clear','wait','isSet'): return getattr(self.__ev, name) def startWorker( consumer, workerFn, cargs=(), ckwargs={}, wargs=(), wkwargs={}, jobID=None, group=None, daemon=False, sendReturn=True, senderArg=None): """ Convenience function to send data produced by `workerFn(*wargs, **wkwargs)` running in separate thread, to a `consumer(*cargs, **ckwargs)` running in the main thread. This function merely creates a SenderCallAfter (or a SenderWxEvent, if consumer derives from wx.EvtHandler), and a Producer, and returns immediately after starting the Producer thread. The jobID is used for the Sender and as name for the Producer thread. Returns the thread created, in case caller needs join/etc. """ if isinstance(consumer, wx.EvtHandler): eventClass = cargs[0] sender = SenderWxEvent(consumer, eventClass, jobID=jobID, **ckwargs) else: sender = SenderCallAfter(consumer, jobID, args=cargs, kwargs=ckwargs) thread = Producer( sender, workerFn, args=wargs, kwargs=wkwargs, name=jobID, group=group, daemon=daemon, senderArg=senderArg, sendReturn=sendReturn) thread.start() return thread class PreProcessChain: """ Represent a 'delayed result pre-processing chain', a kind of Handler. Useful when lower-level objects need to apply a sequence of transformations to the delayed result before handing it over to a final handler. This allows the starter of the worker function to not know anything about the lower-level objects. """ def __init__(self, handler, *args, **kwargs): """Wrap `handler(result, *args, **kwargs)` so that the result it receives has been transformed by us. """ if handler is None:# assume rhs is a chain self.__chain = args[0] else: if args or kwargs: handler = Handler(handler, *args, **kwargs) self.__chain = [handler] def addSub(self, callable, *args, **kwargs): """Add a sub-callable, ie a `callable(result, *args, **kwargs)` that returns a transformed result to the previously added sub-callable (or the handler given at construction, if this is the first call to addSub). """ self.__chain.append( Handler(callable, *args, **kwargs) ) def clone(self): """Clone the chain. Shallow only. Useful when several threads must be started but have different sub-callables. """ return PreProcessChain(None, self.__chain[:] ) def cloneAddSub(self, callable, *args, **kwargs): """Convenience method that first clones self, then calls addSub() on that clone with given arguments. """ cc = self.clone() cc.addSub(callable, *args, **kwargs) def count(self): """How many pre-processors in the chain""" return len(self.__chain) class Traverser: """ Traverses the chain of pre-processors it is given, transforming the original delayedResult along the way. The return value of each callable added via addSub() is given to the previous addSub() callable, until the handler is reached. """ def __init__(self, delayedResult, chain): self.__dr = delayedResult self.__chain = chain def get(self): """This makes handler think we are a delayedResult.""" if not self.__chain: return self.__dr.get() handler = self.__chain[0] del self.__chain[0] return handler(self) def getJobID(self): """Return the job id for the delayedResult we transform.""" return self.__dr.getJobID() def __call__(self, delayedResult): """This makes us a Handler. We just call handler(Traverser). The handler will think it is getting a delayed result, but in fact will be getting an instance of Traverser, which will take care of properly applying the chain of transformations to delayedResult.""" chainTrav = self.Traverser(delayedResult, self.__chain[1:]) handler = self.__chain[0] handler( chainTrav )