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organize IPython.parallel into subpackages
organize IPython.parallel into subpackages

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ipcontrollerapp.py
432 lines | 17.3 KiB | text/x-python | PythonLexer
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r3604 #!/usr/bin/env python
# encoding: utf-8
"""
The IPython controller application.
"""
#-----------------------------------------------------------------------------
# Copyright (C) 2008-2009 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 copy
import os
import logging
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r3614 import socket
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r3631 import stat
import sys
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r3614 import uuid
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import zmq
from zmq.log.handlers import PUBHandler
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r3614 from zmq.utils import jsonapi as json
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from IPython.config.loader import Config
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r3673
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r3666 from IPython.parallel import factory
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r3673 from .clusterdir import (
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r3604 ApplicationWithClusterDir,
ClusterDirConfigLoader
)
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r3666 from IPython.parallel.util import disambiguate_ip_address, split_url
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r3604 # from IPython.kernel.fcutil import FCServiceFactory, FURLError
from IPython.utils.traitlets import Instance, Unicode
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r3673 from IPython.parallel.controller.controller import ControllerFactory
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#-----------------------------------------------------------------------------
# Module level variables
#-----------------------------------------------------------------------------
#: The default config file name for this application
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r3672 default_config_file_name = u'ipcontroller_config.py'
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_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
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r3672 your ipython directory and named as "cluster_<profile>". See the --profile
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r3604 and --cluster-dir options for details.
"""
#-----------------------------------------------------------------------------
# Default interfaces
#-----------------------------------------------------------------------------
# The default client interfaces for FCClientServiceFactory.interfaces
default_client_interfaces = Config()
default_client_interfaces.Default.url_file = 'ipcontroller-client.url'
# Make this a dict we can pass to Config.__init__ for the default
default_client_interfaces = dict(copy.deepcopy(default_client_interfaces.items()))
# The default engine interfaces for FCEngineServiceFactory.interfaces
default_engine_interfaces = Config()
default_engine_interfaces.Default.url_file = u'ipcontroller-engine.url'
# Make this a dict we can pass to Config.__init__ for the default
default_engine_interfaces = dict(copy.deepcopy(default_engine_interfaces.items()))
#-----------------------------------------------------------------------------
# Service factories
#-----------------------------------------------------------------------------
#
# class FCClientServiceFactory(FCServiceFactory):
# """A Foolscap implementation of the client services."""
#
# cert_file = Unicode(u'ipcontroller-client.pem', config=True)
# interfaces = Instance(klass=Config, kw=default_client_interfaces,
# allow_none=False, config=True)
#
#
# class FCEngineServiceFactory(FCServiceFactory):
# """A Foolscap implementation of the engine services."""
#
# cert_file = Unicode(u'ipcontroller-engine.pem', config=True)
# interfaces = Instance(klass=dict, kw=default_engine_interfaces,
# allow_none=False, config=True)
#
#-----------------------------------------------------------------------------
# Command line options
#-----------------------------------------------------------------------------
class IPControllerAppConfigLoader(ClusterDirConfigLoader):
def _add_arguments(self):
super(IPControllerAppConfigLoader, self)._add_arguments()
paa = self.parser.add_argument
## Hub Config:
paa('--mongodb',
dest='HubFactory.db_class', action='store_const',
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r3673 const='IPython.parallel.controller.mongodb.MongoDB',
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r3646 help='Use MongoDB for task storage [default: in-memory]')
paa('--sqlite',
dest='HubFactory.db_class', action='store_const',
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r3673 const='IPython.parallel.controller.sqlitedb.SQLiteDB',
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r3646 help='Use SQLite3 for DB task storage [default: in-memory]')
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r3604 paa('--hb',
type=int, dest='HubFactory.hb', nargs=2,
help='The (2) ports the Hub\'s Heartmonitor will use for the heartbeat '
'connections [default: random]',
metavar='Hub.hb_ports')
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r3605 paa('--ping',
type=int, dest='HubFactory.ping',
help='The frequency at which the Hub pings the engines for heartbeats '
' (in ms) [default: 100]',
metavar='Hub.ping')
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# Client config
paa('--client-ip',
type=str, dest='HubFactory.client_ip',
help='The IP address or hostname the Hub will listen on for '
'client connections. Both engine-ip and client-ip can be set simultaneously '
'via --ip [default: loopback]',
metavar='Hub.client_ip')
paa('--client-transport',
type=str, dest='HubFactory.client_transport',
help='The ZeroMQ transport the Hub will use for '
'client connections. Both engine-transport and client-transport can be set simultaneously '
'via --transport [default: tcp]',
metavar='Hub.client_transport')
paa('--query',
type=int, dest='HubFactory.query_port',
help='The port on which the Hub XREP socket will listen for result queries from clients [default: random]',
metavar='Hub.query_port')
paa('--notifier',
type=int, dest='HubFactory.notifier_port',
help='The port on which the Hub PUB socket will listen for notification connections [default: random]',
metavar='Hub.notifier_port')
# Engine config
paa('--engine-ip',
type=str, dest='HubFactory.engine_ip',
help='The IP address or hostname the Hub will listen on for '
'engine connections. This applies to the Hub and its schedulers'
'engine-ip and client-ip can be set simultaneously '
'via --ip [default: loopback]',
metavar='Hub.engine_ip')
paa('--engine-transport',
type=str, dest='HubFactory.engine_transport',
help='The ZeroMQ transport the Hub will use for '
'client connections. Both engine-transport and client-transport can be set simultaneously '
'via --transport [default: tcp]',
metavar='Hub.engine_transport')
# Scheduler config
paa('--mux',
type=int, dest='ControllerFactory.mux', nargs=2,
help='The (2) ports the MUX scheduler will listen on for client,engine '
'connections, respectively [default: random]',
metavar='Scheduler.mux_ports')
paa('--task',
type=int, dest='ControllerFactory.task', nargs=2,
help='The (2) ports the Task scheduler will listen on for client,engine '
'connections, respectively [default: random]',
metavar='Scheduler.task_ports')
paa('--control',
type=int, dest='ControllerFactory.control', nargs=2,
help='The (2) ports the Control scheduler will listen on for client,engine '
'connections, respectively [default: random]',
metavar='Scheduler.control_ports')
paa('--iopub',
type=int, dest='ControllerFactory.iopub', nargs=2,
help='The (2) ports the IOPub scheduler will listen on for client,engine '
'connections, respectively [default: random]',
metavar='Scheduler.iopub_ports')
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r3604 paa('--scheme',
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r3622 type=str, dest='HubFactory.scheme',
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r3604 choices = ['pure', 'lru', 'plainrandom', 'weighted', 'twobin','leastload'],
help='select the task scheduler scheme [default: Python LRU]',
metavar='Scheduler.scheme')
paa('--usethreads',
dest='ControllerFactory.usethreads', action="store_true",
help='Use threads instead of processes for the schedulers',
)
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r3630 paa('--hwm',
dest='ControllerFactory.hwm', type=int,
help='specify the High Water Mark (HWM) for the downstream '
'socket in the pure ZMQ scheduler. This is the maximum number '
'of allowed outstanding tasks on each engine.',
)
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## Global config
paa('--log-to-file',
action='store_true', dest='Global.log_to_file',
help='Log to a file in the log directory (default is stdout)')
paa('--log-url',
type=str, dest='Global.log_url',
help='Broadcast logs to an iploggerz process [default: disabled]')
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r3630 paa('-r','--reuse-files',
action='store_true', dest='Global.reuse_files',
help='Try to reuse existing json connection files.')
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r3604 paa('--no-secure',
action='store_false', dest='Global.secure',
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r3605 help='Turn off execution keys (default).')
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r3604 paa('--secure',
action='store_true', dest='Global.secure',
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r3605 help='Turn on execution keys.')
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r3604 paa('--execkey',
type=str, dest='Global.exec_key',
help='path to a file containing an execution key.',
metavar='keyfile')
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r3614 paa('--ssh',
type=str, dest='Global.sshserver',
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',
metavar='Global.sshserver')
paa('--location',
type=str, dest='Global.location',
help="The external IP or domain name of this machine, used for disambiguating "
"engine and client connections.",
metavar='Global.location')
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r3604 factory.add_session_arguments(self.parser)
factory.add_registration_arguments(self.parser)
#-----------------------------------------------------------------------------
# The main application
#-----------------------------------------------------------------------------
class IPControllerApp(ApplicationWithClusterDir):
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r3672 name = u'ipcontroller'
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r3604 description = _description
command_line_loader = IPControllerAppConfigLoader
default_config_file_name = default_config_file_name
auto_create_cluster_dir = True
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def create_default_config(self):
super(IPControllerApp, self).create_default_config()
# Don't set defaults for Global.secure or Global.reuse_furls
# as those are set in a component.
self.default_config.Global.import_statements = []
self.default_config.Global.clean_logs = True
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r3614 self.default_config.Global.secure = True
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r3630 self.default_config.Global.reuse_files = False
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r3604 self.default_config.Global.exec_key = "exec_key.key"
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r3614 self.default_config.Global.sshserver = None
self.default_config.Global.location = None
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def pre_construct(self):
super(IPControllerApp, self).pre_construct()
c = self.master_config
# The defaults for these are set in FCClientServiceFactory and
# FCEngineServiceFactory, so we only set them here if the global
# options have be set to override the class level defaults.
# if hasattr(c.Global, 'reuse_furls'):
# c.FCClientServiceFactory.reuse_furls = c.Global.reuse_furls
# c.FCEngineServiceFactory.reuse_furls = c.Global.reuse_furls
# del c.Global.reuse_furls
# if hasattr(c.Global, 'secure'):
# c.FCClientServiceFactory.secure = c.Global.secure
# c.FCEngineServiceFactory.secure = c.Global.secure
# del c.Global.secure
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def save_connection_dict(self, fname, cdict):
"""save a connection dict to json file."""
c = self.master_config
url = cdict['url']
location = cdict['location']
if not location:
try:
proto,ip,port = split_url(url)
except AssertionError:
pass
else:
location = socket.gethostbyname_ex(socket.gethostname())[2][-1]
cdict['location'] = location
fname = os.path.join(c.Global.security_dir, fname)
with open(fname, 'w') as f:
f.write(json.dumps(cdict, indent=2))
os.chmod(fname, stat.S_IRUSR|stat.S_IWUSR)
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def load_config_from_json(self):
"""load config from existing json connector files."""
c = self.master_config
# load from engine config
with open(os.path.join(c.Global.security_dir, 'ipcontroller-engine.json')) as f:
cfg = json.loads(f.read())
key = c.SessionFactory.exec_key = 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)
c.Global.location = cfg['location']
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r3630 # load client config
with open(os.path.join(c.Global.security_dir, 'ipcontroller-client.json')) 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
c.Global.sshserver = cfg['ssh']
assert int(ports) == c.HubFactory.regport, "regport mismatch"
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r3604 def construct(self):
# This is the working dir by now.
sys.path.insert(0, '')
c = self.master_config
self.import_statements()
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r3630 reusing = c.Global.reuse_files
if reusing:
try:
self.load_config_from_json()
except (AssertionError,IOError):
reusing=False
# check again, because reusing may have failed:
if reusing:
pass
elif c.Global.secure:
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r3604 keyfile = os.path.join(c.Global.security_dir, c.Global.exec_key)
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r3630 key = str(uuid.uuid4())
with open(keyfile, 'w') as f:
f.write(key)
os.chmod(keyfile, stat.S_IRUSR|stat.S_IWUSR)
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r3614 c.SessionFactory.exec_key = key
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r3604 else:
c.SessionFactory.exec_key = ''
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r3614 key = None
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try:
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r3610 self.factory = ControllerFactory(config=c, logname=self.log.name)
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r3604 self.start_logging()
self.factory.construct()
except:
self.log.error("Couldn't construct the Controller", exc_info=True)
self.exit(1)
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r3630 if not reusing:
# save to new json config files
f = self.factory
cdict = {'exec_key' : key,
'ssh' : c.Global.sshserver,
'url' : "%s://%s:%s"%(f.client_transport, f.client_ip, f.regport),
'location' : c.Global.location
}
self.save_connection_dict('ipcontroller-client.json', cdict)
edict = cdict
edict['url']="%s://%s:%s"%((f.client_transport, f.client_ip, f.regport))
self.save_connection_dict('ipcontroller-engine.json', edict)
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def save_urls(self):
"""save the registration urls to files."""
c = self.master_config
sec_dir = c.Global.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))
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def import_statements(self):
statements = self.master_config.Global.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)
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r3605 def start_logging(self):
super(IPControllerApp, self).start_logging()
if self.master_config.Global.log_url:
context = self.factory.context
lsock = context.socket(zmq.PUB)
lsock.connect(self.master_config.Global.log_url)
handler = PUBHandler(lsock)
handler.root_topic = 'controller'
handler.setLevel(self.log_level)
self.log.addHandler(handler)
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r3604 #
def start_app(self):
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r3605 # Start the subprocesses:
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r3604 self.factory.start()
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"""
app = IPControllerApp()
app.start()
if __name__ == '__main__':
launch_new_instance()