use zmq.KernelManager to manage individual kernels in notebook

This means that proper restart is now available, rather than
killing and starting a new kernel, breaking connections to
secondary frontends.
This commit is contained in:
MinRK 2011-10-09 00:50:27 -07:00
parent e38729c9b2
commit b01c6ef0c4
2 changed files with 37 additions and 54 deletions

View File

@ -16,6 +16,7 @@ Authors:
# Imports
#-----------------------------------------------------------------------------
import os
import signal
import sys
import uuid
@ -27,6 +28,7 @@ from tornado import web
from IPython.config.configurable import LoggingConfigurable
from IPython.zmq.ipkernel import launch_kernel
from IPython.zmq.kernelmanager import KernelManager
from IPython.utils.traitlets import Instance, Dict, List, Unicode, Float, Int
#-----------------------------------------------------------------------------
@ -37,12 +39,14 @@ class DuplicateKernelError(Exception):
pass
class KernelManager(LoggingConfigurable):
class MultiKernelManager(LoggingConfigurable):
"""A class for managing multiple kernels."""
context = Instance('zmq.Context')
def _context_default(self):
return zmq.Context.instance()
connection_dir = Unicode('')
_kernels = Dict()
@ -64,18 +68,12 @@ class KernelManager(LoggingConfigurable):
def start_kernel(self, **kwargs):
"""Start a new kernel."""
kernel_id = unicode(uuid.uuid4())
(process, shell_port, iopub_port, stdin_port, hb_port) = launch_kernel(**kwargs)
# Store the information for contacting the kernel. This assumes the kernel is
# running on localhost.
d = dict(
process = process,
stdin_port = stdin_port,
iopub_port = iopub_port,
shell_port = shell_port,
hb_port = hb_port,
ip = '127.0.0.1'
# use base KernelManager for each Kernel
km = KernelManager(connection_file=os.path.join(
self.connection_dir, "kernel-%s.json" % kernel_id)
)
self._kernels[kernel_id] = d
km.start_kernel(**kwargs)
self._kernels[kernel_id] = km
return kernel_id
def kill_kernel(self, kernel_id):
@ -86,17 +84,8 @@ class KernelManager(LoggingConfigurable):
kernel_id : uuid
The id of the kernel to kill.
"""
kernel_process = self.get_kernel_process(kernel_id)
if kernel_process is not None:
# Attempt to kill the kernel.
try:
kernel_process.kill()
except OSError, e:
# In Windows, we will get an Access Denied error if the process
# has already terminated. Ignore it.
if not (sys.platform == 'win32' and e.winerror == 5):
raise
del self._kernels[kernel_id]
self.get_kernel(kernel_id).kill_kernel()
del self._kernels[kernel_id]
def interrupt_kernel(self, kernel_id):
"""Interrupt (SIGINT) the kernel by its uuid.
@ -106,14 +95,7 @@ class KernelManager(LoggingConfigurable):
kernel_id : uuid
The id of the kernel to interrupt.
"""
kernel_process = self.get_kernel_process(kernel_id)
if kernel_process is not None:
if sys.platform == 'win32':
from parentpoller import ParentPollerWindows as Poller
Poller.send_interrupt(kernel_process.win32_interrupt_event)
else:
kernel_process.send_signal(signal.SIGINT)
return self.get_kernel(kernel_id).interrupt_kernel()
def signal_kernel(self, kernel_id, signum):
""" Sends a signal to the kernel by its uuid.
@ -126,21 +108,19 @@ class KernelManager(LoggingConfigurable):
kernel_id : uuid
The id of the kernel to signal.
"""
kernel_process = self.get_kernel_process(kernel_id)
if kernel_process is not None:
kernel_process.send_signal(signum)
return self.get_kernel(kernel_id).signal_kernel(signum)
def get_kernel_process(self, kernel_id):
"""Get the process object for a kernel by its uuid.
def get_kernel(self, kernel_id):
"""Get the single KernelManager object for a kernel by its uuid.
Parameters
==========
kernel_id : uuid
The id of the kernel.
"""
d = self._kernels.get(kernel_id)
if d is not None:
return d['process']
km = self._kernels.get(kernel_id)
if km is not None:
return km
else:
raise KeyError("Kernel with id not found: %s" % kernel_id)
@ -159,14 +139,13 @@ class KernelManager(LoggingConfigurable):
(stdin_port,iopub_port,shell_port) and the values are the
integer port numbers for those channels.
"""
d = self._kernels.get(kernel_id)
if d is not None:
dcopy = d.copy()
dcopy.pop('process')
dcopy.pop('ip')
return dcopy
else:
raise KeyError("Kernel with id not found: %s" % kernel_id)
# this will raise a KeyError if not found:
km = self.get_kernel(kernel_id)
return dict(shell_port=km.shell_port,
iopub_port=km.iopub_port,
stdin_port=km.stdin_port,
hb_port=km.hb_port,
)
def get_kernel_ip(self, kernel_id):
"""Return ip address for a kernel.
@ -181,11 +160,7 @@ class KernelManager(LoggingConfigurable):
ip : str
The ip address of the kernel.
"""
d = self._kernels.get(kernel_id)
if d is not None:
return d['ip']
else:
raise KeyError("Kernel with id not found: %s" % kernel_id)
return self.get_kernel(kernel_id).ip
def create_connected_stream(self, ip, port, socket_type):
sock = self.context.socket(socket_type)
@ -214,7 +189,7 @@ class KernelManager(LoggingConfigurable):
return hb_stream
class MappingKernelManager(KernelManager):
class MappingKernelManager(MultiKernelManager):
"""A KernelManager that handles notebok mapping and HTTP error handling"""
kernel_argv = List(Unicode)
@ -292,6 +267,13 @@ class MappingKernelManager(KernelManager):
def restart_kernel(self, kernel_id):
"""Restart a kernel while keeping clients connected."""
self._check_kernel_id(kernel_id)
km = self.get_kernel(kernel_id)
km.restart_kernel(now=True)
self.log.info("Kernel restarted: %s" % kernel_id)
return kernel_id
# the following remains, in case the KM restart machinery is
# somehow unacceptable
# Get the notebook_id to preserve the kernel/notebook association.
notebook_id = self.notebook_for_kernel(kernel_id)
# Create the new kernel first so we can move the clients over.

View File

@ -233,7 +233,8 @@ class IPythonNotebookApp(BaseIPythonApplication):
# Create a KernelManager and start a kernel.
self.kernel_manager = MappingKernelManager(
config=self.config, log=self.log, kernel_argv=self.kernel_argv
config=self.config, log=self.log, kernel_argv=self.kernel_argv,
connection_dir = self.profile_dir.security_dir,
)
self.notebook_manager = NotebookManager(config=self.config, log=self.log)
self.notebook_manager.list_notebooks()