""" Commonly used messaging components. Contains the base class for all components. """ import os import uuid import time import socket import humanhash import zipline.util as qutil from zipline.protocol import CONTROL_PROTOCOL, COMPONENT_STATE class Component(object): """ Base class for components. Defines the the base messaging interface for components. :param addresses: a dict of name_string -> zmq port address strings. Must have the following entries :param sync_address: socket address used for synchronizing the start of all workers, heartbeating, and exit notification will be used in REP/REQ sockets. Bind is always on the REP side. :param data_address: socket address used for data sources to stream their records. Will be used in PUSH/PULL sockets between data sources and a ParallelBuffer (aka the Feed). Bind will always be on the PULL side (we always have N producers and 1 consumer) :param feed_address: socket address used to publish consolidated feed from serialization of data sources will be used in PUB/SUB sockets between Feed and Transforms. Bind is always on the PUB side. :param merge_address: socket address used to publish transformed values. will be used in PUSH/PULL from many transforms to one MergedParallelBuffer (aka the Merge). Bind will always be on the PULL side (we always have N producers and 1 consumer) :param result_address: socket address used to publish merged data source feed and transforms to clients will be used in PUB/SUB from one Merge to one or many clients. Bind is always on the PUB side. bind/connect methods will return the correct socket type for each address. """ def __init__(self): self.zmq = None self.context = None self.addresses = None self.out_socket = None self.gevent_needed = False self.killed = False self.controller = None self.heartbeat_timeout = 2000 self.state_flag = COMPONENT_STATE.OK # OK | DONE | EXCEPTION self._exception = None self.start_tic = None self.stop_tic = None # Humanhashes make this way easier to debug because they # stick in your mind unlike a 32 byte string of random hex. self.guid = uuid.uuid4() self.huid = humanhash.humanize(self.guid.hex) self.init() def init(self): """ Subclasses should override this to extend the setup for the class. Shouldn't have side effects. """ pass # ------------ # Core Methods # ------------ def open(self): """ Open the connections needed to start doing work. """ raise NotImplementedError def ready(self): """ Return ``True`` if and only if the component has finished execution. """ return self.state_flag in [COMPONENT_STATE.DONE, \ COMPONENT_STATE.EXCEPTION] def successful(self): """ Return ``True`` if and only if the component has finished execution successfully, that is, without raising an error. """ return self.state_flag == COMPONENT_STATE.DONE and not \ self.exception @property def exception(self): """ Holds the exception that the component failed on, or ``None`` if the component has not failed. """ return self._exception def do_work(self): raise NotImplementedError def _run(self): self.start_tick = time.clock() self.done = False # TODO: use state flag self.sockets = [] if self.gevent_needed: qutil.LOGGER.info("Loading gevent specific zmq for {id}".format(id=self.get_id)) import gevent_zeromq self.zmq = gevent_zeromq.zmq else: import zmq self.zmq = zmq # TODO: this can cause max fd errors on BSD machines with # low ulimits, its perfectly fine to use one Context in # multithreaded enviroments, its only in multiprocess # systems where this becomes needed. Add this option. # # http://zeromq.github.com/pyzmq/morethanbindings.html#thread-safety self.context = self.zmq.Context() self.setup_poller() self.open() self.setup_sync() self.setup_control() self.loop() self.end_tick = time.clock() # shouldn't block if we've done our job correctly # self.context.term() def run(self, catch_exceptions=True): """ Run the component. Optionally takes an argument to catch and log all exceptions raised during execution ues this with care since it makes it very hard to debug since it mucks up your stacktraces. """ fail = None if catch_exceptions: try: self._run() except Exception as exc: # TODO, we want to do this grab the stack # frame so we can preserve stacktraces when we # reraise the exception. self.signal_exception(exc) fail = exc finally: self.shutdown() self.teardown_sockets() if self.context: self.context.destroy() if fail: raise fail else: try: self._run() finally: self.shutdown() self.teardown_sockets() def loop(self): """ Loop to do work while we still have work to do. """ while not self.done: # TODO: use state flag self.confirm() self.do_work() def confirm(self): """ Send a synchronization request to the host. """ # TODO: proper framing self.sync_socket.send(self.get_id + ":RUN") self.receive_sync_ack() # blocking def runtime(self): if self.ready(): return self.stop_tic - self.start_tic # ---------------------------- # Cleanup & Modes of Failure # ---------------------------- def teardown_sockets(self): """ Close all zmq sockets safely. This is universal, no matter where this is running it will need the sockets closed. """ #close all the sockets for sock in self.sockets: sock.close() def shutdown(self): """ Clean shutdown. Tear down after normal operation. """ pass def kill(self): """ Unclean shutdown. Tear down ( fast ) as a mode of failure in the simulation or on service halt. Context specific. """ raise NotImplementedError # ---------------------- # Internal Maintenance # ---------------------- def signal_exception(self, exc=None): self.state_flag = COMPONENT_STATE.EXCEPTION self._exception = exc qutil.LOGGER.exception("Unexpected error in run for {id}.".format(id=self.get_id)) def signal_done(self): """ Notify down stream components that we're done. """ self.state_flag = COMPONENT_STATE.DONE if self.out_socket: self.out_socket.send(str(CONTROL_PROTOCOL.DONE)) #notify host we're done # TODO: proper framing self.sync_socket.send(self.get_id + ":" + str(CONTROL_PROTOCOL.DONE)) self.receive_sync_ack() #notify internal work look that we're done self.done = True # TODO: use state flag # ----------- # Messaging # ----------- def setup_poller(self): """ Setup the poller used for multiplexing the incoming data handling sockets. """ self.poll = self.zmq.Poller() def receive_sync_ack(self): """ Wait for synchronization reply from the host. """ socks = dict(self.sync_poller.poll(self.heartbeat_timeout)) if self.sync_socket in socks and socks[self.sync_socket] == self.zmq.POLLIN: message = self.sync_socket.recv() else: raise Exception("Sync ack timed out on response for {id}".format(id=self.get_id)) def bind_data(self): return self.bind_pull_socket(self.addresses['data_address']) def connect_data(self): return self.connect_push_socket(self.addresses['data_address']) def bind_feed(self): return self.bind_pub_socket(self.addresses['feed_address']) def connect_feed(self): return self.connect_sub_socket(self.addresses['feed_address']) def bind_merge(self): return self.bind_pull_socket(self.addresses['merge_address']) def connect_merge(self): return self.connect_push_socket(self.addresses['merge_address']) def bind_result(self): return self.bind_pub_socket(self.addresses['result_address']) def connect_result(self): return self.connect_sub_socket(self.addresses['result_address']) def bind_pull_socket(self, addr): pull_socket = self.context.socket(self.zmq.PULL) pull_socket.bind(addr) self.poll.register(pull_socket, self.zmq.POLLIN) self.sockets.append(pull_socket) return pull_socket def connect_push_socket(self, addr): push_socket = self.context.socket(self.zmq.PUSH) push_socket.connect(addr) #push_socket.setsockopt(self.zmq.LINGER,0) self.sockets.append(push_socket) self.out_socket = push_socket return push_socket def bind_pub_socket(self, addr): pub_socket = self.context.socket(self.zmq.PUB) pub_socket.bind(addr) #pub_socket.setsockopt(self.zmq.LINGER,0) self.out_socket = pub_socket return pub_socket def connect_sub_socket(self, addr): sub_socket = self.context.socket(self.zmq.SUB) sub_socket.connect(addr) sub_socket.setsockopt(self.zmq.SUBSCRIBE,'') self.sockets.append(sub_socket) self.poll.register(sub_socket, self.zmq.POLLIN) return sub_socket def setup_control(self): """ Set up the control socket. Used to monitor the overall status of the simulation and to forcefully tear down the simulation in case of a failure. """ assert self.controller self.control_out = self.controller.message_sender(context=self.context) self.control_in = self.controller.message_listener(context=self.context) self.poll.register(self.control_in, self.zmq.POLLIN) self.sockets.extend([self.control_in, self.control_out]) def setup_sync(self): """ Setup the sync socket and poller. ( Connect ) """ qutil.LOGGER.debug("Connecting sync client for {id}".format(id=self.get_id)) self.sync_socket = self.context.socket(self.zmq.REQ) self.sync_socket.connect(self.addresses['sync_address']) #self.sync_socket.setsockopt(self.zmq.LINGER,0) # Explictly a different poller for obvious reasons. # I'm not fond of having this poller init'd as a side # effect of a method call. Still thinking about where to # put it at the moment though... self.sync_poller = self.zmq.Poller() self.sync_poller.register(self.sync_socket, self.zmq.POLLIN) self.sockets.append(self.sync_socket) # --------------------- # Description and Debug # --------------------- def extern_logger(self): """ Pipe logs out to a provided logging interface. """ pass def setup_extern_logger(self): """ Pipe logs out to a provided logging interface. """ pass @property def get_id(self): """ The descriptive name of the component. """ return 'UNKNOWN COMPONENT' @property def get_type(self): """ The data flow type of the component. - ``SOURCE`` - ``CONDUIT`` - ``SINK`` """ raise NotImplementedError @property def get_pure(self): """ Describes whehter this component purely functional, i.e. for a given set of inputs is it guaranteed to always give the same output . Components that are side-effectful are, generally, not pure. """ return False def debug(self): """ Debug information about the component. """ return { 'id' : self.get_id , 'huid' : self.huid , 'host' : socket.gethostname() , 'pid' : os.getpid() , 'memaddress' : hex(id(self)) , 'ready' : self.successful() , 'succesfull' : self.ready() , } def __len__(self): """ Some components overload this for debug purposes """ raise NotImplementedError def __repr__(self): """ Return a usefull string representation of the component to indicate its type, unique identifier, and computational context identifier name. """ return "<{name} {uuid} at {host} {pid} {pointer}>".format( name = self.get_id , uuid = self.huid , host = socket.gethostname() , pid = os.getpid() , pointer = hex(id(self)) , )