#!/usr/bin/env python # encoding: utf-8 """ The IPython controller application. Authors: * Brian Granger * MinRK """ #----------------------------------------------------------------------------- # Copyright (C) 2008-2011 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 __future__ import with_statement import os import socket import stat import sys from multiprocessing import Process import zmq from zmq.devices import ProcessMonitoredQueue from zmq.log.handlers import PUBHandler from zmq.utils import jsonapi as json from IPython.core.profiledir import ProfileDir from IPython.parallel.apps.baseapp import ( BaseParallelApplication, base_aliases, base_flags, catch_config, ) from IPython.utils.importstring import import_item from IPython.utils.traitlets import Instance, Unicode, Bool, List, Dict, TraitError from IPython.zmq.session import ( Session, session_aliases, session_flags, default_secure ) from IPython.parallel.controller.heartmonitor import HeartMonitor from IPython.parallel.controller.hub import HubFactory from IPython.parallel.controller.scheduler import TaskScheduler,launch_scheduler from IPython.parallel.controller.sqlitedb import SQLiteDB from IPython.parallel.util import signal_children, split_url, asbytes # conditional import of MongoDB backend class try: from IPython.parallel.controller.mongodb import MongoDB except ImportError: maybe_mongo = [] else: maybe_mongo = [MongoDB] #----------------------------------------------------------------------------- # Module level variables #----------------------------------------------------------------------------- #: The default config file name for this application default_config_file_name = u'ipcontroller_config.py' _description = """Start the IPython controller for parallel computing. The IPython controller provides a gateway between the IPython engines and clients. The controller needs to be started before the engines and can be configured using command line options or using a cluster directory. Cluster directories contain config, log and security files and are usually located in your ipython directory and named as "profile_name". See the `profile` and `profile-dir` options for details. """ _examples = """ ipcontroller --ip=192.168.0.1 --port=1000 # listen on ip, port for engines ipcontroller --scheme=pure # use the pure zeromq scheduler """ #----------------------------------------------------------------------------- # The main application #----------------------------------------------------------------------------- flags = {} flags.update(base_flags) flags.update({ 'usethreads' : ( {'IPControllerApp' : {'use_threads' : True}}, 'Use threads instead of processes for the schedulers'), 'sqlitedb' : ({'HubFactory' : {'db_class' : 'IPython.parallel.controller.sqlitedb.SQLiteDB'}}, 'use the SQLiteDB backend'), 'mongodb' : ({'HubFactory' : {'db_class' : 'IPython.parallel.controller.mongodb.MongoDB'}}, 'use the MongoDB backend'), 'dictdb' : ({'HubFactory' : {'db_class' : 'IPython.parallel.controller.dictdb.DictDB'}}, 'use the in-memory DictDB backend'), 'reuse' : ({'IPControllerApp' : {'reuse_files' : True}}, 'reuse existing json connection files') }) flags.update(session_flags) aliases = dict( ssh = 'IPControllerApp.ssh_server', enginessh = 'IPControllerApp.engine_ssh_server', location = 'IPControllerApp.location', url = 'HubFactory.url', ip = 'HubFactory.ip', transport = 'HubFactory.transport', port = 'HubFactory.regport', ping = 'HeartMonitor.period', scheme = 'TaskScheduler.scheme_name', hwm = 'TaskScheduler.hwm', ) aliases.update(base_aliases) aliases.update(session_aliases) class IPControllerApp(BaseParallelApplication): name = u'ipcontroller' description = _description examples = _examples config_file_name = Unicode(default_config_file_name) classes = [ProfileDir, Session, HubFactory, TaskScheduler, HeartMonitor, SQLiteDB] + maybe_mongo # change default to True auto_create = Bool(True, config=True, help="""Whether to create profile dir if it doesn't exist.""") reuse_files = Bool(False, config=True, help='Whether to reuse existing json connection files.' ) ssh_server = Unicode(u'', config=True, help="""ssh url for clients to use when connecting to the Controller processes. It should be of the form: [user@]server[:port]. The Controller's listening addresses must be accessible from the ssh server""", ) engine_ssh_server = Unicode(u'', config=True, help="""ssh url for engines to use when connecting to the Controller processes. It should be of the form: [user@]server[:port]. The Controller's listening addresses must be accessible from the ssh server""", ) location = Unicode(u'', config=True, help="""The external IP or domain name of the Controller, used for disambiguating engine and client connections.""", ) import_statements = List([], config=True, help="import statements to be run at startup. Necessary in some environments" ) use_threads = Bool(False, config=True, help='Use threads instead of processes for the schedulers', ) engine_json_file = Unicode('ipcontroller-engine.json', config=True, help="JSON filename where engine connection info will be stored.") client_json_file = Unicode('ipcontroller-client.json', config=True, help="JSON filename where client connection info will be stored.") def _cluster_id_changed(self, name, old, new): super(IPControllerApp, self)._cluster_id_changed(name, old, new) self.engine_json_file = "%s-engine.json" % self.name self.client_json_file = "%s-client.json" % self.name # internal children = List() mq_class = Unicode('zmq.devices.ProcessMonitoredQueue') def _use_threads_changed(self, name, old, new): self.mq_class = 'zmq.devices.%sMonitoredQueue'%('Thread' if new else 'Process') aliases = Dict(aliases) flags = Dict(flags) def save_connection_dict(self, fname, cdict): """save a connection dict to json file.""" c = self.config url = cdict['url'] location = cdict['location'] if not location: try: proto,ip,port = split_url(url) except AssertionError: pass else: try: location = socket.gethostbyname_ex(socket.gethostname())[2][-1] except (socket.gaierror, IndexError): self.log.warn("Could not identify this machine's IP, assuming 127.0.0.1." " You may need to specify '--location=' to help" " IPython decide when to connect via loopback.") location = '127.0.0.1' cdict['location'] = location fname = os.path.join(self.profile_dir.security_dir, fname) with open(fname, 'wb') as f: f.write(json.dumps(cdict, indent=2)) os.chmod(fname, stat.S_IRUSR|stat.S_IWUSR) def load_config_from_json(self): """load config from existing json connector files.""" c = self.config self.log.debug("loading config from JSON") # load from engine config with open(os.path.join(self.profile_dir.security_dir, self.engine_json_file)) as f: cfg = json.loads(f.read()) key = c.Session.key = asbytes(cfg['exec_key']) xport,addr = cfg['url'].split('://') c.HubFactory.engine_transport = xport ip,ports = addr.split(':') c.HubFactory.engine_ip = ip c.HubFactory.regport = int(ports) self.location = cfg['location'] if not self.engine_ssh_server: self.engine_ssh_server = cfg['ssh'] # load client config with open(os.path.join(self.profile_dir.security_dir, self.client_json_file)) as f: cfg = json.loads(f.read()) assert key == cfg['exec_key'], "exec_key mismatch between engine and client keys" xport,addr = cfg['url'].split('://') c.HubFactory.client_transport = xport ip,ports = addr.split(':') c.HubFactory.client_ip = ip if not self.ssh_server: self.ssh_server = cfg['ssh'] assert int(ports) == c.HubFactory.regport, "regport mismatch" def load_secondary_config(self): """secondary config, loading from JSON and setting defaults""" if self.reuse_files: try: self.load_config_from_json() except (AssertionError,IOError) as e: self.log.error("Could not load config from JSON: %s" % e) self.reuse_files=False # switch Session.key default to secure default_secure(self.config) self.log.debug("Config changed") self.log.debug(repr(self.config)) def init_hub(self): c = self.config self.do_import_statements() try: self.factory = HubFactory(config=c, log=self.log) # self.start_logging() self.factory.init_hub() except TraitError: raise except Exception: self.log.error("Couldn't construct the Controller", exc_info=True) self.exit(1) if not self.reuse_files: # save to new json config files f = self.factory cdict = {'exec_key' : f.session.key, 'ssh' : self.ssh_server, 'url' : "%s://%s:%s"%(f.client_transport, f.client_ip, f.regport), 'location' : self.location } self.save_connection_dict(self.client_json_file, cdict) edict = cdict edict['url']="%s://%s:%s"%((f.client_transport, f.client_ip, f.regport)) edict['ssh'] = self.engine_ssh_server self.save_connection_dict(self.engine_json_file, edict) # def init_schedulers(self): children = self.children mq = import_item(str(self.mq_class)) hub = self.factory # maybe_inproc = 'inproc://monitor' if self.use_threads else self.monitor_url # IOPub relay (in a Process) q = mq(zmq.PUB, zmq.SUB, zmq.PUB, b'N/A',b'iopub') q.bind_in(hub.client_info['iopub']) q.bind_out(hub.engine_info['iopub']) q.setsockopt_out(zmq.SUBSCRIBE, b'') q.connect_mon(hub.monitor_url) q.daemon=True children.append(q) # Multiplexer Queue (in a Process) q = mq(zmq.ROUTER, zmq.ROUTER, zmq.PUB, b'in', b'out') q.bind_in(hub.client_info['mux']) q.setsockopt_in(zmq.IDENTITY, b'mux') q.bind_out(hub.engine_info['mux']) q.connect_mon(hub.monitor_url) q.daemon=True children.append(q) # Control Queue (in a Process) q = mq(zmq.ROUTER, zmq.ROUTER, zmq.PUB, b'incontrol', b'outcontrol') q.bind_in(hub.client_info['control']) q.setsockopt_in(zmq.IDENTITY, b'control') q.bind_out(hub.engine_info['control']) q.connect_mon(hub.monitor_url) q.daemon=True children.append(q) try: scheme = self.config.TaskScheduler.scheme_name except AttributeError: scheme = TaskScheduler.scheme_name.get_default_value() # Task Queue (in a Process) if scheme == 'pure': self.log.warn("task::using pure XREQ Task scheduler") q = mq(zmq.ROUTER, zmq.DEALER, zmq.PUB, b'intask', b'outtask') # q.setsockopt_out(zmq.HWM, hub.hwm) q.bind_in(hub.client_info['task'][1]) q.setsockopt_in(zmq.IDENTITY, b'task') q.bind_out(hub.engine_info['task']) q.connect_mon(hub.monitor_url) q.daemon=True children.append(q) elif scheme == 'none': self.log.warn("task::using no Task scheduler") else: self.log.info("task::using Python %s Task scheduler"%scheme) sargs = (hub.client_info['task'][1], hub.engine_info['task'], hub.monitor_url, hub.client_info['notification']) kwargs = dict(logname='scheduler', loglevel=self.log_level, log_url = self.log_url, config=dict(self.config)) if 'Process' in self.mq_class: # run the Python scheduler in a Process q = Process(target=launch_scheduler, args=sargs, kwargs=kwargs) q.daemon=True children.append(q) else: # single-threaded Controller kwargs['in_thread'] = True launch_scheduler(*sargs, **kwargs) def save_urls(self): """save the registration urls to files.""" c = self.config sec_dir = self.profile_dir.security_dir cf = self.factory with open(os.path.join(sec_dir, 'ipcontroller-engine.url'), 'w') as f: f.write("%s://%s:%s"%(cf.engine_transport, cf.engine_ip, cf.regport)) with open(os.path.join(sec_dir, 'ipcontroller-client.url'), 'w') as f: f.write("%s://%s:%s"%(cf.client_transport, cf.client_ip, cf.regport)) def do_import_statements(self): statements = self.import_statements for s in statements: try: self.log.msg("Executing statement: '%s'" % s) exec s in globals(), locals() except: self.log.msg("Error running statement: %s" % s) def forward_logging(self): if self.log_url: self.log.info("Forwarding logging to %s"%self.log_url) context = zmq.Context.instance() lsock = context.socket(zmq.PUB) lsock.connect(self.log_url) handler = PUBHandler(lsock) self.log.removeHandler(self._log_handler) handler.root_topic = 'controller' handler.setLevel(self.log_level) self.log.addHandler(handler) self._log_handler = handler @catch_config def initialize(self, argv=None): super(IPControllerApp, self).initialize(argv) self.forward_logging() self.load_secondary_config() self.init_hub() self.init_schedulers() def start(self): # Start the subprocesses: self.factory.start() child_procs = [] for child in self.children: child.start() if isinstance(child, ProcessMonitoredQueue): child_procs.append(child.launcher) elif isinstance(child, Process): child_procs.append(child) if child_procs: signal_children(child_procs) self.write_pid_file(overwrite=True) try: self.factory.loop.start() except KeyboardInterrupt: self.log.critical("Interrupted, Exiting...\n") def launch_new_instance(): """Create and run the IPython controller""" if sys.platform == 'win32': # make sure we don't get called from a multiprocessing subprocess # this can result in infinite Controllers being started on Windows # which doesn't have a proper fork, so multiprocessing is wonky # this only comes up when IPython has been installed using vanilla # setuptools, and *not* distribute. import multiprocessing p = multiprocessing.current_process() # the main process has name 'MainProcess' # subprocesses will have names like 'Process-1' if p.name != 'MainProcess': # we are a subprocess, don't start another Controller! return app = IPControllerApp.instance() app.initialize() app.start() if __name__ == '__main__': launch_new_instance()