|
|
"""Manage IPython.parallel clusters in the notebook.
|
|
|
|
|
|
Authors:
|
|
|
|
|
|
* Brian Granger
|
|
|
"""
|
|
|
|
|
|
#-----------------------------------------------------------------------------
|
|
|
# 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 tornado import web
|
|
|
from zmq.eventloop import ioloop
|
|
|
|
|
|
from IPython.config.configurable import LoggingConfigurable
|
|
|
from IPython.utils.traitlets import Dict, Instance, CFloat
|
|
|
from IPython.core.profileapp import list_profiles_in
|
|
|
from IPython.core.profiledir import ProfileDir
|
|
|
from IPython.utils import py3compat
|
|
|
from IPython.utils.path import get_ipython_dir
|
|
|
|
|
|
|
|
|
#-----------------------------------------------------------------------------
|
|
|
# Classes
|
|
|
#-----------------------------------------------------------------------------
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
class ClusterManager(LoggingConfigurable):
|
|
|
|
|
|
profiles = Dict()
|
|
|
|
|
|
delay = CFloat(1., config=True,
|
|
|
help="delay (in s) between starting the controller and the engines")
|
|
|
|
|
|
loop = Instance('zmq.eventloop.ioloop.IOLoop')
|
|
|
def _loop_default(self):
|
|
|
from zmq.eventloop.ioloop import IOLoop
|
|
|
return IOLoop.instance()
|
|
|
|
|
|
def build_launchers(self, profile_dir):
|
|
|
from IPython.parallel.apps.ipclusterapp import IPClusterStart
|
|
|
|
|
|
class DummyIPClusterStart(IPClusterStart):
|
|
|
"""Dummy subclass to skip init steps that conflict with global app.
|
|
|
|
|
|
Instantiating and initializing this class should result in fully configured
|
|
|
launchers, but no other side effects or state.
|
|
|
"""
|
|
|
|
|
|
def init_signal(self):
|
|
|
pass
|
|
|
def reinit_logging(self):
|
|
|
pass
|
|
|
|
|
|
starter = DummyIPClusterStart(log=self.log)
|
|
|
starter.initialize(['--profile-dir', profile_dir])
|
|
|
cl = starter.controller_launcher
|
|
|
esl = starter.engine_launcher
|
|
|
n = starter.n
|
|
|
return cl, esl, n
|
|
|
|
|
|
def get_profile_dir(self, name, path):
|
|
|
p = ProfileDir.find_profile_dir_by_name(path,name=name)
|
|
|
return p.location
|
|
|
|
|
|
def update_profiles(self):
|
|
|
"""List all profiles in the ipython_dir and cwd.
|
|
|
"""
|
|
|
for path in [get_ipython_dir(), py3compat.getcwd()]:
|
|
|
for profile in list_profiles_in(path):
|
|
|
pd = self.get_profile_dir(profile, path)
|
|
|
if profile not in self.profiles:
|
|
|
self.log.debug("Adding cluster profile '%s'" % profile)
|
|
|
self.profiles[profile] = {
|
|
|
'profile': profile,
|
|
|
'profile_dir': pd,
|
|
|
'status': 'stopped'
|
|
|
}
|
|
|
|
|
|
def list_profiles(self):
|
|
|
self.update_profiles()
|
|
|
# sorted list, but ensure that 'default' always comes first
|
|
|
default_first = lambda name: name if name != 'default' else ''
|
|
|
result = [self.profile_info(p) for p in sorted(self.profiles, key=default_first)]
|
|
|
return result
|
|
|
|
|
|
def check_profile(self, profile):
|
|
|
if profile not in self.profiles:
|
|
|
raise web.HTTPError(404, u'profile not found')
|
|
|
|
|
|
def profile_info(self, profile):
|
|
|
self.check_profile(profile)
|
|
|
result = {}
|
|
|
data = self.profiles.get(profile)
|
|
|
result['profile'] = profile
|
|
|
result['profile_dir'] = data['profile_dir']
|
|
|
result['status'] = data['status']
|
|
|
if 'n' in data:
|
|
|
result['n'] = data['n']
|
|
|
return result
|
|
|
|
|
|
def start_cluster(self, profile, n=None):
|
|
|
"""Start a cluster for a given profile."""
|
|
|
self.check_profile(profile)
|
|
|
data = self.profiles[profile]
|
|
|
if data['status'] == 'running':
|
|
|
raise web.HTTPError(409, u'cluster already running')
|
|
|
cl, esl, default_n = self.build_launchers(data['profile_dir'])
|
|
|
n = n if n is not None else default_n
|
|
|
def clean_data():
|
|
|
data.pop('controller_launcher',None)
|
|
|
data.pop('engine_set_launcher',None)
|
|
|
data.pop('n',None)
|
|
|
data['status'] = 'stopped'
|
|
|
def engines_stopped(r):
|
|
|
self.log.debug('Engines stopped')
|
|
|
if cl.running:
|
|
|
cl.stop()
|
|
|
clean_data()
|
|
|
esl.on_stop(engines_stopped)
|
|
|
def controller_stopped(r):
|
|
|
self.log.debug('Controller stopped')
|
|
|
if esl.running:
|
|
|
esl.stop()
|
|
|
clean_data()
|
|
|
cl.on_stop(controller_stopped)
|
|
|
|
|
|
dc = ioloop.DelayedCallback(lambda: cl.start(), 0, self.loop)
|
|
|
dc.start()
|
|
|
dc = ioloop.DelayedCallback(lambda: esl.start(n), 1000*self.delay, self.loop)
|
|
|
dc.start()
|
|
|
|
|
|
self.log.debug('Cluster started')
|
|
|
data['controller_launcher'] = cl
|
|
|
data['engine_set_launcher'] = esl
|
|
|
data['n'] = n
|
|
|
data['status'] = 'running'
|
|
|
return self.profile_info(profile)
|
|
|
|
|
|
def stop_cluster(self, profile):
|
|
|
"""Stop a cluster for a given profile."""
|
|
|
self.check_profile(profile)
|
|
|
data = self.profiles[profile]
|
|
|
if data['status'] == 'stopped':
|
|
|
raise web.HTTPError(409, u'cluster not running')
|
|
|
data = self.profiles[profile]
|
|
|
cl = data['controller_launcher']
|
|
|
esl = data['engine_set_launcher']
|
|
|
if cl.running:
|
|
|
cl.stop()
|
|
|
if esl.running:
|
|
|
esl.stop()
|
|
|
# Return a temp info dict, the real one is updated in the on_stop
|
|
|
# logic above.
|
|
|
result = {
|
|
|
'profile': data['profile'],
|
|
|
'profile_dir': data['profile_dir'],
|
|
|
'status': 'stopped'
|
|
|
}
|
|
|
return result
|
|
|
|
|
|
def stop_all_clusters(self):
|
|
|
for p in self.profiles.keys():
|
|
|
self.stop_cluster(p)
|
|
|
|