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Shut down kernels in parallel...
Shut down kernels in parallel When stopping the notebook server, it currently sends a shutdown request to each kernel and then waits for the process to finish. This can be slow if you have several kernels running. This makes it issues all the shutdown requests before waiting on the processes, so shutdown happens in parallel. KernelManager (and MultiKernelManager) gain three new public API methods to allow this: * request_shutdown (promoted from a private method) * wait_shutdown (refactored out of shutdown_kernel) * cleanup (refactored out of shutdown_kernel)

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manager.py
62 lines | 2.1 KiB | text/x-python | PythonLexer
MinRK
split KernelManager into KernelManager + KernelClient
r10285 """A kernel manager with a tornado IOLoop"""
Brian Granger
Refactoring kernel restarting.
r10282
#-----------------------------------------------------------------------------
# Copyright (C) 2013 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 absolute_import
from zmq.eventloop import ioloop
MinRK
cleanup boundaries of MultiKernelManager and KernelRestarter classes...
r10295 from zmq.eventloop.zmqstream import ZMQStream
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r10282
from IPython.utils.traitlets import (
Instance
)
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r10285 from IPython.kernel.manager import KernelManager
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update imports with new layout
r10284 from .restarter import IOLoopKernelRestarter
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#-----------------------------------------------------------------------------
# Code
#-----------------------------------------------------------------------------
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cleanup boundaries of MultiKernelManager and KernelRestarter classes...
r10295
def as_zmqstream(f):
def wrapped(self, *args, **kwargs):
socket = f(self, *args, **kwargs)
return ZMQStream(socket, self.loop)
return wrapped
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split KernelManager into KernelManager + KernelClient
r10285 class IOLoopKernelManager(KernelManager):
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loop = Instance('zmq.eventloop.ioloop.IOLoop', allow_none=False)
def _loop_default(self):
return ioloop.IOLoop.instance()
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r10284 _restarter = Instance('IPython.kernel.ioloop.IOLoopKernelRestarter')
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r10282
def start_restarter(self):
if self.autorestart and self.has_kernel:
if self._restarter is None:
self._restarter = IOLoopKernelRestarter(
kernel_manager=self, loop=self.loop,
MinRK
use `parent=self` throughout IPython...
r11064 parent=self, log=self.log
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r10282 )
self._restarter.start()
def stop_restarter(self):
if self.autorestart:
if self._restarter is not None:
self._restarter.stop()
MinRK
cleanup boundaries of MultiKernelManager and KernelRestarter classes...
r10295
connect_shell = as_zmqstream(KernelManager.connect_shell)
connect_iopub = as_zmqstream(KernelManager.connect_iopub)
connect_stdin = as_zmqstream(KernelManager.connect_stdin)
connect_hb = as_zmqstream(KernelManager.connect_hb)