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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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r13888:74d7ea88
r16510:633371e5
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datapub.py
70 lines | 2.3 KiB | text/x-python | PythonLexer
Thomas Kluyver
Standardise some module docstring first lines
r13888 """Publishing native (typically pickled) objects.
MinRK
add IPython.zmq.datapub
r8107 """
#-----------------------------------------------------------------------------
# Copyright (C) 2012 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 IPython.config import Configurable
MinRK
move IPython.inprocess to IPython.kernel.inprocess
r9375 from IPython.kernel.inprocess.socket import SocketABC
MinRK
add IPython.zmq.datapub
r8107 from IPython.utils.jsonutil import json_clean
epatters
Add abstract base class (ABC) for sockets used in kernel.
r8418 from IPython.utils.traitlets import Instance, Dict, CBytes
MinRK
mv IPython.zmq to IPython.kernel.zmq
r9372 from IPython.kernel.zmq.serialize import serialize_object
from IPython.kernel.zmq.session import Session, extract_header
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add IPython.zmq.datapub
r8107
#-----------------------------------------------------------------------------
# Code
#-----------------------------------------------------------------------------
class ZMQDataPublisher(Configurable):
topic = topic = CBytes(b'datapub')
session = Instance(Session)
epatters
Add abstract base class (ABC) for sockets used in kernel.
r8418 pub_socket = Instance(SocketABC)
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add IPython.zmq.datapub
r8107 parent_header = Dict({})
def set_parent(self, parent):
"""Set the parent for outbound messages."""
self.parent_header = extract_header(parent)
def publish_data(self, data):
"""publish a data_message on the IOPub channel
Parameters
----------
data : dict
The data to be published. Think of it as a namespace.
"""
session = self.session
buffers = serialize_object(data,
buffer_threshold=session.buffer_threshold,
item_threshold=session.item_threshold,
)
content = json_clean(dict(keys=data.keys()))
session.send(self.pub_socket, 'data_message', content=content,
parent=self.parent_header,
buffers=buffers,
ident=self.topic,
)
def publish_data(data):
"""publish a data_message on the IOPub channel
Parameters
----------
data : dict
The data to be published. Think of it as a namespace.
"""
MinRK
mv IPython.zmq to IPython.kernel.zmq
r9372 from IPython.kernel.zmq.zmqshell import ZMQInteractiveShell
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add IPython.zmq.datapub
r8107 ZMQInteractiveShell.instance().data_pub.publish_data(data)