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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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displayhook.py
67 lines | 2.2 KiB | text/x-python | PythonLexer
"""Replacements for sys.displayhook that publish over ZMQ.
"""
import sys
from IPython.core.displayhook import DisplayHook
from IPython.kernel.inprocess.socket import SocketABC
from IPython.utils.jsonutil import encode_images
from IPython.utils.py3compat import builtin_mod
from IPython.utils.traitlets import Instance, Dict
from .session import extract_header, Session
class ZMQDisplayHook(object):
"""A simple displayhook that publishes the object's repr over a ZeroMQ
socket."""
topic=b'pyout'
def __init__(self, session, pub_socket):
self.session = session
self.pub_socket = pub_socket
self.parent_header = {}
def __call__(self, obj):
if obj is None:
return
builtin_mod._ = obj
sys.stdout.flush()
sys.stderr.flush()
msg = self.session.send(self.pub_socket, u'pyout', {u'data':repr(obj)},
parent=self.parent_header, ident=self.topic)
def set_parent(self, parent):
self.parent_header = extract_header(parent)
class ZMQShellDisplayHook(DisplayHook):
"""A displayhook subclass that publishes data using ZeroMQ. This is intended
to work with an InteractiveShell instance. It sends a dict of different
representations of the object."""
topic=None
session = Instance(Session)
pub_socket = Instance(SocketABC)
parent_header = Dict({})
def set_parent(self, parent):
"""Set the parent for outbound messages."""
self.parent_header = extract_header(parent)
def start_displayhook(self):
self.msg = self.session.msg(u'pyout', {}, parent=self.parent_header)
def write_output_prompt(self):
"""Write the output prompt."""
self.msg['content']['execution_count'] = self.prompt_count
def write_format_data(self, format_dict, md_dict=None):
self.msg['content']['data'] = encode_images(format_dict)
self.msg['content']['metadata'] = md_dict
def finish_displayhook(self):
"""Finish up all displayhook activities."""
sys.stdout.flush()
sys.stderr.flush()
self.session.send(self.pub_socket, self.msg, ident=self.topic)
self.msg = None