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don't assume outputs have metadata...
don't assume outputs have metadata in nbconvert some old notebooks do not have this key defined

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clustermanager.py
171 lines | 5.8 KiB | text/x-python | PythonLexer
Brian Granger
First version of cluster web service....
r6191 """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
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r6199 from IPython.utils.traitlets import Dict, Instance, CFloat
MinRK
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r6202 from IPython.parallel.apps.ipclusterapp import IPClusterStart
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r6199 from IPython.core.profileapp import list_profiles_in
from IPython.core.profiledir import ProfileDir
Thomas Kluyver
Python 3 compatibility for os.getcwdu()
r13447 from IPython.utils import py3compat
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r6199 from IPython.utils.path import get_ipython_dir
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r6191
#-----------------------------------------------------------------------------
# Classes
#-----------------------------------------------------------------------------
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r6202
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
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r6191 class ClusterManager(LoggingConfigurable):
profiles = Dict()
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r6199 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):
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r6202 starter = DummyIPClusterStart(log=self.log)
starter.initialize(['--profile-dir', profile_dir])
cl = starter.controller_launcher
esl = starter.engine_launcher
n = starter.n
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r6199 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):
Brian Granger
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r6191 """List all profiles in the ipython_dir and cwd.
"""
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r13447 for path in [get_ipython_dir(), py3compat.getcwd()]:
Brian Granger
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r6199 for profile in list_profiles_in(path):
pd = self.get_profile_dir(profile, path)
if profile not in self.profiles:
MinRK
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r7555 self.log.debug("Adding cluster profile '%s'" % profile)
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r6199 self.profiles[profile] = {
'profile': profile,
'profile_dir': pd,
'status': 'stopped'
}
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r6191
def list_profiles(self):
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r6199 self.update_profiles()
MinRK
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r11149 # 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)]
Brian Granger
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r6191 return result
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r6199 def check_profile(self, profile):
if profile not in self.profiles:
raise web.HTTPError(404, u'profile not found')
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r6191
def profile_info(self, profile):
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r6199 self.check_profile(profile)
result = {}
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r6191 data = self.profiles.get(profile)
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r6199 result['profile'] = profile
result['profile_dir'] = data['profile_dir']
result['status'] = data['status']
if 'n' in data:
Brian Granger
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r6191 result['n'] = data['n']
return result
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r6199 def start_cluster(self, profile, n=None):
Brian Granger
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r6191 """Start a cluster for a given profile."""
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r6199 self.check_profile(profile)
data = self.profiles[profile]
if data['status'] == 'running':
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r6191 raise web.HTTPError(409, u'cluster already running')
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r6199 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'
Brian Granger
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r6197 return self.profile_info(profile)
Brian Granger
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r6191
def stop_cluster(self, profile):
"""Stop a cluster for a given profile."""
Brian Granger
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r6199 self.check_profile(profile)
data = self.profiles[profile]
if data['status'] == 'stopped':
Brian Granger
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r6191 raise web.HTTPError(409, u'cluster not running')
Brian Granger
Notebook cluster manager now uses proper launchers.
r6199 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
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r6191
def stop_all_clusters(self):
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r6199 for p in self.profiles.keys():
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r6270 self.stop_cluster(p)