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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
"""A kernel manager with a tornado IOLoop"""
#-----------------------------------------------------------------------------
# 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
from zmq.eventloop.zmqstream import ZMQStream
from IPython.utils.traitlets import (
Instance
)
from IPython.kernel.manager import KernelManager
from .restarter import IOLoopKernelRestarter
#-----------------------------------------------------------------------------
# Code
#-----------------------------------------------------------------------------
def as_zmqstream(f):
def wrapped(self, *args, **kwargs):
socket = f(self, *args, **kwargs)
return ZMQStream(socket, self.loop)
return wrapped
class IOLoopKernelManager(KernelManager):
loop = Instance('zmq.eventloop.ioloop.IOLoop', allow_none=False)
def _loop_default(self):
return ioloop.IOLoop.instance()
_restarter = Instance('IPython.kernel.ioloop.IOLoopKernelRestarter')
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,
parent=self, log=self.log
)
self._restarter.start()
def stop_restarter(self):
if self.autorestart:
if self._restarter is not None:
self._restarter.stop()
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)